fix(memory): resolve rerank provider node cache import

revert(ui): point CTAs back at their real destinations (#12410 )
The link.omniroute.online shortener no longer resolves -- every slug answers 404 -- after the domain moved to omniskill.online. Three dashboard CTAs went through it, so all three were dead links: cheaper -> https://cheaperinference.com/?utm_source=omniroute vsx -> https://marketplace.visualstudio.com/items?itemName=diegosouzapw.omnicopilot adapta -> https://agent.adapta.one/agentic-chat The two Vitest files pinned the short URLs as literals, so they are updated in the same commit and still assert the exact href. Click metrics are lost until a shortener exists on the new domain; a live CTA is worth more than a tracked dead one.
2026-09-03 21:42:41 +03:00 · 2026-09-02 02:02:51 -03:00 · 2026-09-02 00:50:04 -03:00 · 2026-09-02 00:32:53 -03:00 · 2026-09-02 00:27:29 -03:00 · 2026-09-02 00:12:22 -03:00
338 changed files with 13109 additions and 1574 deletions
--- a/.env.example
+++ b/.env.example
@@ -2398,6 +2398,9 @@ APP_LOG_TO_FILE=true
 # Bundled Codeium/language-server extension_version, distinct from Desktop.
 # Must use x.y.z format; invalid/unset values use the bundled default 1.48.2.
 # DEVIN_DESKTOP_EXTENSION_VERSION=1.48.2
+# Optional override for the Codeium seat-management API used by Devin CLI quota.
+# Used by: open-sse/services/usage/devinCli.ts. Default: https://server.codeium.com
+# DEVIN_SEAT_API_URL=https://server.codeium.com

 # ── Command Code (custom CLI) callback ──
 # Local port used for OAuth-style callbacks from the Command Code CLI helper.
--- a/.github/dependabot.yml
+++ b/.github/dependabot.yml
@@ -58,6 +58,22 @@ updates:
      # on the VPS — so keep auto-bumps frozen (no update-types = ignore every version).
      # Migrate it intentionally, not via dependabot (#4050).
      - dependency-name: "@huggingface/transformers"
+      # onnxruntime-node is the OTHER HALF of the @huggingface/transformers pair frozen
+      # above: the hoisted copy must equal the exact version transformers pins, or npm
+      # nests a second ABI-incompatible native copy (contract test
+      # tests/unit/onnxruntime-single-copy.test.ts, pair established in #9962). A solo
+      # bump can never be correct — it only ever moves together with transformers, in
+      # the same deliberate migration PR. Freezing it keeps the production group PRs
+      # (e.g. #12219) from being born red on the pair contract.
+      - dependency-name: "onnxruntime-node"
+      # eslint-plugin-react-hooks is pinned to 7.0.1 by a contract test
+      # (tests/unit/eslint-react-hooks-version-pinned.test.ts) until the 7.1.1 rule set
+      # is adopted deliberately — that adoption needs a full cold lint run and its own
+      # PR (the #12146 react-hooks migration finished on 2026-09-01, so the path is
+      # open; the bump still must not ride a dependabot group, where it reds the
+      # development group PRs, e.g. #12220). Remove this ignore in the adoption PR
+      # together with the pin test.
+      - dependency-name: "eslint-plugin-react-hooks"

  - package-ecosystem: "github-actions"
    directory: "/"
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -83,7 +83,7 @@ Client → /v1/chat/completions (Next.js route)

 API routes follow a consistent pattern: `Route → CORS preflight → Zod body validation → Optional auth (extractApiKey/isValidApiKey) → API key policy enforcement → Handler delegation (open-sse)`. No global Next.js middleware — interception is route-specific.

-**Combo routing** (`open-sse/services/combo.ts`): 19 public strategies (priority, weighted, fill-first, round-robin, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline). Each target calls `handleSingleModel()` which wraps `handleChatCore()` with per-target error handling and circuit breaker checks. The `fusion` strategy is the exception: it fans out to a panel of models in parallel, then a judge model synthesizes one final answer (`open-sse/services/fusion.ts`). See `docs/routing/AUTO-COMBO.md` for the 15-factor Auto-Combo scoring + the full strategy table and `docs/architecture/RESILIENCE_GUIDE.md` for the 3 resilience layers.
+**Combo routing** (`open-sse/services/combo.ts`): 19 public strategies (priority, weighted, fill-first, round-robin, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline). Each target calls `handleSingleModel()` which wraps `handleChatCore()` with per-target error handling and circuit breaker checks. The `fusion` strategy is the exception: it fans out to a panel of models in parallel, then a judge model synthesizes one final answer (`open-sse/services/fusion.ts`). See `docs/routing/AUTO-COMBO.md` for the 16-factor Auto-Combo scoring + the full strategy table and `docs/architecture/RESILIENCE_GUIDE.md` for the 3 resilience layers.

 ---

@@ -422,7 +422,7 @@ For any non-trivial change, read the matching deep-dive first:
 | Repo navigation                               | `docs/architecture/REPOSITORY_MAP.md`                   |
 | Architecture                                  | `docs/architecture/ARCHITECTURE.md`                     |
 | Engineering reference                         | `docs/architecture/CODEBASE_DOCUMENTATION.md`           |
-| Auto-Combo (15-factor scoring, 19 strategies) | `docs/routing/AUTO-COMBO.md`                            |
+| Auto-Combo (16-factor scoring, 19 strategies) | `docs/routing/AUTO-COMBO.md`                            |
 | Resilience (3 mechanisms)                     | `docs/architecture/RESILIENCE_GUIDE.md`                 |
 | Reasoning replay                              | `docs/routing/REASONING_REPLAY.md`                      |
 | Skills framework                              | `docs/frameworks/SKILLS.md`                             |
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -177,6 +177,13 @@ npm run test:all
 # Single test file (Node.js native test runner — most tests use this)
 node --import tsx/esm --test tests/unit/your-file.test.ts

+# Only the unit tests impacted by your change (same TIA selector as the CI gate, #8084)
+npm run test:scoped            # changes in the last commit (or the working tree)
+npm run test:scoped:staged     # staged changes only — pairs well with a pre-commit run
+npm run test:scoped:full       # rebuild the import-graph map first (after adding/moving files)
+# Exit 1 + "run the full suite" means a hub file (tsconfig, package.json, …) or an
+# unmapped source changed — the selector fails safe, it never silently skips.
+
 # Vitest (MCP server, autoCombo, cache)
 npm run test:vitest

--- a/README.md
+++ b/README.md
@@ -49,11 +49,11 @@

 [![Discord](https://img.shields.io/badge/Discord-5865F2?style=for-the-badge&logo=discord&logoColor=white)](https://discord.gg/U47eFqAXCn)
 [![Telegram](https://img.shields.io/badge/Telegram-26A5E4?style=for-the-badge&logo=telegram&logoColor=white)](https://t.me/omnirouteOficial)
-[![WhatsApp Global](https://img.shields.io/badge/WhatsApp_Global-25D366?style=for-the-badge&logo=whatsapp&logoColor=white)](https://chat.whatsapp.com/JI7cDQ1GyaiDHhVBpLxf8b?mode=gi_t)
+[![WhatsApp Global](https://img.shields.io/badge/WhatsApp_Global-25D366?style=for-the-badge&logo=whatsapp&logoColor=white)](https://chat.whatsapp.com/FvuCbrpZmQ6I85n2vW5QIC?s=cl&p=a&mlu=4)
 [![WhatsApp Brasil](https://img.shields.io/badge/WhatsApp_Brasil-25D366?style=for-the-badge&logo=whatsapp&logoColor=white)](https://chat.whatsapp.com/KWgatljAjmbELQory59Oti?s=cl&p=a&mlu=4)
 [![Website](https://img.shields.io/badge/Website-omniroute.online-blue?logo=google-chrome&logoColor=white)](https://omniroute.online)

-**Questions, provider tips, roadmap & support → [Discord](https://discord.gg/U47eFqAXCn) · [Telegram](https://t.me/omnirouteOficial) · WhatsApp [🌍 Global](https://chat.whatsapp.com/JI7cDQ1GyaiDHhVBpLxf8b?mode=gi_t) / [🇧🇷 Brasil](https://chat.whatsapp.com/LTSpdFhXTxjH4R6CCNiKWz)**
+**Questions, provider tips, roadmap & support → [Discord](https://discord.gg/U47eFqAXCn) · [Telegram](https://t.me/omnirouteOficial) · WhatsApp [🌍 Global](https://chat.whatsapp.com/FvuCbrpZmQ6I85n2vW5QIC?s=cl&p=a&mlu=4) / [🇧🇷 Brasil](https://chat.whatsapp.com/KWgatljAjmbELQory59Oti?s=cl&p=a&mlu=4) / [Portal](https://portal.sthub.com.br/communities/groups/st-hub/channels/Omniroute-World-8kRjmK)**

 <br/>

@@ -431,7 +431,7 @@ All **19** strategies — mix & match per combo step:
  <tr>
    <td align="center">17</td>
    <td nowrap><code>auto</code></td>
-    <td>15-factor live scoring across every connection 🤖</td>
+    <td>16-factor live scoring across every connection 🤖</td>
  </tr>
  <tr>
    <td align="center">18</td>
@@ -445,7 +445,7 @@ All **19** strategies — mix & match per combo step:
  </tr>
 </table>

-<sub>The Auto-Combo engine scores every candidate on **15 factors** (health, quota, cost, latency, task fit, quality, session availability…) — see [`docs/routing/AUTO-COMBO.md`](docs/routing/AUTO-COMBO.md).</sub>
+<sub>The Auto-Combo engine scores every candidate on **16 factors** (health, quota, cost, latency, task fit, quality, session availability…) — see [`docs/routing/AUTO-COMBO.md`](docs/routing/AUTO-COMBO.md).</sub>

 ##

@@ -1183,10 +1183,10 @@ Métricas canônicas em 2026-08-24: **1.029 vídeos únicos** · **11.132.922 vi
 | 🐙 **GitHub** — follow for releases & tips | [@diegosouzapw](https://github.com/diegosouzapw)                                                                          |
 | 💬 **Discord**                             | [discord.gg/U47eFqAXCn](https://discord.gg/U47eFqAXCn)                                                                    |
 | ✈️ **Telegram**                            | [t.me/omnirouteOficial](https://t.me/omnirouteOficial)                                                                    |
-| 🟢 **WhatsApp — 🌍 Global**                | [join the group](https://chat.whatsapp.com/FvuCbrpZmQ6I85n2vW5QIC?s=cl&p=a&mlu=4)                                        |
+| 🟢 **WhatsApp — 🌍 Global**                | [join the group](https://chat.whatsapp.com/FvuCbrpZmQ6I85n2vW5QIC?s=cl&p=a&mlu=4)                                         |
 | 🟢 **WhatsApp — 🇧🇷 Brasil**                | [entrar no grupo](https://chat.whatsapp.com/KWgatljAjmbELQory59Oti?s=cl&p=a&mlu=4)                                        |
 | 🌍 **Website**                             | [omniroute.online](https://omniroute.online)                                                                              |
-| 🌍 **🌍StHub OmniRoute Community (free)** | [portal sthub](https://portal.sthub.com.br/communities/groups/st-hub/channels/Omniroute-World-8kRjmK)                     |
+| 🌍 **🌍StHub OmniRoute Community (free)**  | [portal sthub](https://portal.sthub.com.br/communities/groups/st-hub/channels/Omniroute-World-8kRjmK)                     |
 | 📦 **Source code**                         | [github.com/diegosouzapw/OmniRoute](https://github.com/diegosouzapw/OmniRoute)                                            |
 | 🐛 **Report a bug**                        | [open an issue](https://github.com/diegosouzapw/OmniRoute/issues) — attach `npm run system-info` output                   |
 | 🤝 **Contribute**                          | [CONTRIBUTING.md](CONTRIBUTING.md) · [Branching & Release Model](docs/ops/BRANCHING_MODEL.md) · pick a `good first issue` |
@@ -1269,7 +1269,7 @@ Métricas canônicas em 2026-08-24: **1.029 vídeos únicos** · **11.132.922 vi
  <tr><td nowrap><b><a href="docs/compression/COMPRESSION_RULES_FORMAT.md">Compression Rules Format</a></b></td><td>JSON rule-pack schemas for Caveman and RTK filters</td></tr>
  <tr><td nowrap><b><a href="docs/compression/COMPRESSION_LANGUAGE_PACKS.md">Compression Language Packs</a></b></td><td>Language detection and Caveman rule-pack authoring</td></tr>
  <tr><td nowrap><b><a href="docs/architecture/RESILIENCE_GUIDE.md">Resilience Guide</a></b></td><td>Circuit breakers, cooldowns, queue, anti-thundering herd, TLS spoofing</td></tr>
-  <tr><td nowrap><b><a href="docs/routing/AUTO-COMBO.md">Auto-Combo Engine</a></b></td><td>15-factor scoring, mode packs, self-healing</td></tr>
+  <tr><td nowrap><b><a href="docs/routing/AUTO-COMBO.md">Auto-Combo Engine</a></b></td><td>16-factor scoring, mode packs, self-healing</td></tr>
  <tr><td nowrap><b><a href="docs/ops/PROXY_GUIDE.md">Proxy Guide</a></b></td><td>3-level proxy system, 1proxy marketplace, registry CRUD</td></tr>
  <tr><td nowrap><b><a href="docs/reference/FREE_TIERS.md">Free Tiers</a></b></td><td>Consolidated directory: 38 documented recurring pools / 446 cataloged free-tier entries</td></tr>
  <tr><td nowrap><b><a href="docs/guides/FEATURES.md">Features Gallery</a></b></td><td>Visual dashboard tour with screenshots</td></tr>
--- a/changelog.d/features/11783-react-compiler.md
+++ b/changelog.d/features/11783-react-compiler.md
@@ -0,0 +1 @@
+- **feat(ui):** enable React Compiler (`reactCompiler: true` + `babel-plugin-react-compiler`) for automatic memoization at build time ([#11783](https://github.com/diegosouzapw/OmniRoute/pull/11783)) — thanks @jonlwheat2-gif
--- a/changelog.d/features/11875-native-max-reasoning-effort.md
+++ b/changelog.d/features/11875-native-max-reasoning-effort.md
@@ -0,0 +1 @@
+- **feat(sse):** treat `max` as a first-class reasoning-effort tier and clamp per model family (GLM 5.1+/DeepSeek V4+/Kimi K3+ keep native `max`; o1/MiniMax/Grok/Muse Spark clamp to their upstream ceiling) ([#11875](https://github.com/diegosouzapw/OmniRoute/pull/11875)) — thanks @Chewji9875
--- a/changelog.d/features/12167-universal-context-handoff-flag.md
+++ b/changelog.d/features/12167-universal-context-handoff-flag.md
@@ -0,0 +1 @@
+- Add a runtime feature flag to disable universal context handoffs globally without changing the default behavior.
--- a/changelog.d/features/12214-usage-supported-capability.md
+++ b/changelog.d/features/12214-usage-supported-capability.md
@@ -0,0 +1 @@
+- **feat(providers):** the provider plugin manifest now also advertises a `usage-supported` capability for the 46 providers whose usage API is accepted by the server and Dashboard routes, so integrators can distinguish "the server will serve quota for this provider" from "a fetcher is wired" without reading TypeScript. Discovery only — no fetcher or quota change. `usage-fetch` resolves on id or alias (the usage dispatcher accepts both); `usage-supported` resolves on id alone, matching the runtime guard `USAGE_SUPPORTED_PROVIDERS.includes(providerId)`. `USAGE_SUPPORTED_PROVIDERS` moved to a zero-dependency leaf (`open-sse/services/usage/supportedProviders.ts`) and is re-exported from `providers.ts`, mirroring the `fetcherProviders` leaf from #11903 and keeping the manifest a light module. ([#12214](https://github.com/diegosouzapw/OmniRoute/pull/12214)) — thanks @maxmad64bis
--- a/changelog.d/features/12218-rankings-reliability-sort.md
+++ b/changelog.d/features/12218-rankings-reliability-sort.md
@@ -0,0 +1 @@
+- **feat(rankings):** order Free Provider Rankings by what each provider actually served — `GET /api/free-provider-rankings?sortBy=reliability` and a "Most reliable first" toggle on the page. Providers with too few calls to state a success rate keep their score order below the measured ones; the default order is unchanged ([#12218](https://github.com/diegosouzapw/OmniRoute/pull/12218)).
--- a/changelog.d/features/12256-devin-cli-openrouter-provider-limits.md
+++ b/changelog.d/features/12256-devin-cli-openrouter-provider-limits.md
@@ -0,0 +1 @@
+- **feat(usage):** Devin CLI agentic quota (Codeium seat-management GetUserStatus) and OpenRouter key limits plus account credits now surface in Provider Limits ([#12256](https://github.com/diegosouzapw/OmniRoute/pull/12256) — thanks @Neuron-Mr-White)
--- a/changelog.d/features/12317-reliability-scoring-factor.md
+++ b/changelog.d/features/12317-reliability-scoring-factor.md
@@ -0,0 +1 @@
+- **feat(auto-combo):** Auto-Combo scoring can now weigh how often a provider/model has actually succeeded. The engine already carried that number on every candidate — 24 hours of usage history behind a ten-sample floor, real-time metrics otherwise — and the scoring function never read it, while the weight table described `stability` as if it did. `reliability` (`1 - failureRate`, with the same field precedence and the same rate-bounding the speed ranking already uses, so a corrupt reading means "nothing observed" rather than "fails every call") is now a declared factor shipping at weight `0`, so routing is unchanged until an operator gives it one, and the `stability` description now matches what that factor computes ([#12317](https://github.com/diegosouzapw/OmniRoute/pull/12317))
--- a/changelog.d/features/12319-strict-zero-cost-exclusion-reason.md
+++ b/changelog.d/features/12319-strict-zero-cost-exclusion-reason.md
@@ -0,0 +1 @@
+- **feat(routing):** With `freeAccessPolicy: "strict"`, the read-only candidate listing (`GET /v1/auto-combo/{channel}/candidates`) no longer hides the candidates the zero-cost guard excludes — the same read-only transparency the resilience filter already honours (#9133). Each candidate now carries `freeAccessExclusion` saying why it would be kept out, and it tells an exhausted allowance apart from a quota reading that never arrived or went stale, which used to look identical from the outside. Routing is unchanged: the listing reports, it never enforces. The separate `excludeTosAvoid` guard still drops its candidates without a reason; that gap is now documented rather than closed ([#12319](https://github.com/diegosouzapw/OmniRoute/pull/12319))
--- a/changelog.d/features/12320-radar-catalog-limits-training.md
+++ b/changelog.d/features/12320-radar-catalog-limits-training.md
@@ -0,0 +1 @@
+- **feat(radar):** The Radar catalog table now shows two facts it was already receiving from the feed and dropping on the floor: the per-model rate limits (requests and tokens, per minute and per day) in a new column, and a badge when a provider's terms state it may train on the prompts you send. A limit of zero renders as zero rather than "rate-only" — for a ceiling those are opposite facts — and a model with no training statement gets no badge, because an absent statement is not a guarantee ([#12320](https://github.com/diegosouzapw/OmniRoute/pull/12320))
--- a/changelog.d/features/12342-radar-optin-access-rules.md
+++ b/changelog.d/features/12342-radar-optin-access-rules.md
@@ -0,0 +1 @@
+- **feat(radar):** explain Community, single-use, contributor, supporter, recovery, abuse, offers, and privacy rules before either Radar activation action, and remove the superseded fixed-PR grant promise from every UI locale ([#12342](https://github.com/diegosouzapw/OmniRoute/pull/12342))
--- a/changelog.d/features/orchestration-canvas-fase2-quickwins.md
+++ b/changelog.d/features/orchestration-canvas-fase2-quickwins.md
@@ -0,0 +1,11 @@
+- **feat(dashboard):** Orchestration canvas quick wins — search box plus state/source/provider
+  filter chips with a one-click clear, and per-source collapse/expand, all reflected in the URL
+  so a filtered/collapsed view is shareable and survives a refresh; the detail drawer gained a
+  "copy trace JSON" action and hardened error/empty-state and accessibility handling; the
+  Agents-tab edges now animate traveling particles along active (running) connections; and the
+  canvas node/edge status colors moved off fixed hex values onto theme-aware `--orch-status-*`
+  CSS custom properties, so they adapt correctly to light/dark mode.
+- **chore(dashboard):** Orchestration UI hardening pass and the missing component/model test
+  coverage it called for — `OrchestratorNode`/`ActivityNode`/`OverflowNode` rendering, the
+  `?node=`/overflow-click page routing, the Agents-tab orchestrator-click no-op and
+  `showCompleted` toggle, and the overview kanban's done-column sort order (#12270, #12271).
--- a/changelog.d/fixes/11844-compression-oom-mitigations.md
+++ b/changelog.d/fixes/11844-compression-oom-mitigations.md
@@ -0,0 +1 @@
+- **perf(compression):** OOM mitigations for large payload hashing, memoization, and token estimation ([#11844](https://github.com/diegosouzapw/OmniRoute/pull/11844) — thanks @AndrianBalanescu)
--- a/changelog.d/fixes/12151-passthrough-usage-estimation.md
+++ b/changelog.d/fixes/12151-passthrough-usage-estimation.md
@@ -0,0 +1 @@
+- **fix(sse):** passthrough streams now estimate usage on finish when upstream closes without usage even with `stream_options.include_usage` — avoids `0 tokens / 0%` for providers that stay silent (and correctly handles trailing empty-choices usage) ([#12151](https://github.com/diegosouzapw/OmniRoute/pull/12151))
--- a/changelog.d/fixes/12177-combo-clear-agent-features.md
+++ b/changelog.d/fixes/12177-combo-clear-agent-features.md
@@ -0,0 +1,4 @@
+- **fix(combos):** clearing an agent feature in the combos editor now persists — unchecking
+  context cache protection, or emptying the system message or tool filter, sends an explicit
+  `null` instead of dropping the field from the `PUT` body, which the update merge read as
+  "leave unchanged" ([#12177](https://github.com/diegosouzapw/OmniRoute/pull/12177)) — thanks @foreveryh
--- a/changelog.d/fixes/12180-embedding-lazy-probe.md
+++ b/changelog.d/fixes/12180-embedding-lazy-probe.md
@@ -0,0 +1,5 @@
+- **fix(memory):** self-hosted embedding endpoints now vectorize — the vector width is
+  measured from the first embedding that comes back instead of being read from a registry
+  that cannot describe them, so `vec_memories` is created and memories stop piling up
+  unvectorized behind a green health check
+  ([#12180](https://github.com/diegosouzapw/OmniRoute/pull/12180)) — thanks @kanade-hoshino
--- a/changelog.d/fixes/12215-free-tier-overlay-freshness.md
+++ b/changelog.d/fixes/12215-free-tier-overlay-freshness.md
@@ -0,0 +1 @@
+- **fix(free-tier):** `/api/free-tier/summary` no longer computes its totals from a Radar feed built before the catalog the running release ships. When the cached feed is older — or carries no build date at all — the route answers from the shipped catalog, resolved through the operator's local model state so disabled and tombstoned models stay out of the numbers ([#12215](https://github.com/diegosouzapw/OmniRoute/pull/12215)).
--- a/changelog.d/fixes/12242-passthrough-402-per-model-lockout.md
+++ b/changelog.d/fixes/12242-passthrough-402-per-model-lockout.md
@@ -0,0 +1 @@
+- **fix(resilience):** a 402 on a single paid model of a passthrough/gateway provider (e.g. `kilo-gateway`, `ollama-cloud`) no longer terminalizes the whole connection with a never-auto-recovered `credits_exhausted` status — only the paid model is locked out, so free models on the same key keep serving. 402 variant of [#3027](https://github.com/diegosouzapw/OmniRoute/issues/3027). Single-credential providers are unaffected — a 402 there is still treated as the key being genuinely out of credit ([#5239](https://github.com/diegosouzapw/OmniRoute/issues/5239) / [#10616](https://github.com/diegosouzapw/OmniRoute/issues/10616)) ([#12242](https://github.com/diegosouzapw/OmniRoute/issues/12242)) — thanks @brick30llc-ctrl
--- a/changelog.d/fixes/12314-scoring-weights-coverage.md
+++ b/changelog.d/fixes/12314-scoring-weights-coverage.md
@@ -0,0 +1 @@
+- **fix(combo):** Expose the two Auto-Combo scoring factors nobody could set — the combo validation schema and the dashboard weight sliders both declared 13 of the scorer's 15 factors, so `connectionDensity` (spreads load across a provider's connections) and `quality` were dropped on save and offered nowhere. The sliders also shipped their own default table that differed from the engine's on every non-zero factor and summed to 1.05, so the percentages shown next to them added up to 105%. Both lists now match `DEFAULT_WEIGHTS`, and a test keeps them there. Note that a combo whose stored `weights` omitted the two keys was effectively running with them at zero and the other thirteen renormalized upward; it now runs with the engine's intended distribution, so its routing does shift ([#12314](https://github.com/diegosouzapw/OmniRoute/pull/12314))
--- a/changelog.d/fixes/12318-free-tiers-confidence-claim.md
+++ b/changelog.d/fixes/12318-free-tiers-confidence-claim.md
@@ -0,0 +1 @@
+- **fix(docs):** The free-tier reference no longer says its numbers come "confidence tagged per row" — no catalog entry carries a confidence tag and the API serves none, so every figure on that page is an estimate of the same, unstated quality. The page now states what an entry does vouch for: an independently documented hard stop (set by hand with the source in a comment, never defaulted to `true`) and a prompt-training disclosure, both with live counts the `check:docs-counts` gate keeps honest ([#12318](https://github.com/diegosouzapw/OmniRoute/pull/12318))
--- a/changelog.d/fixes/12321-usage-fetcher-registration.md
+++ b/changelog.d/fixes/12321-usage-fetcher-registration.md
@@ -0,0 +1 @@
+- **fix(usage):** `adobe-firefly` and `firefly` have had a working usage fetcher since Adobe Firefly landed, but neither was ever added to the registration list, so the provider-plugin manifest, `genericQuotaFetcher` and the free-access quota cache all reported them as having no usage support — while `USAGE_SUPPORTED_PROVIDERS` said the opposite. Both are now declared, which also means their credit balance is fetched like any other declared provider's: `registerGenericQuotaFetchers` now registers a generic quota fetcher for them, and `resolveFreeAccessState` no longer returns early. A test holds the registration list to the dispatcher's switch in both directions, which is what the module's own docstring already asked for in prose ([#12321](https://github.com/diegosouzapw/OmniRoute/pull/12321))
--- a/changelog.d/fixes/memory-embedding-quick-select-providers.md
+++ b/changelog.d/fixes/memory-embedding-quick-select-providers.md
@@ -0,0 +1 @@
+- **fix(memory):** Embedding Model Quick select, Embedding Source remote dropdown, and Rerank selector now list every configured provider with embedding/rerank support instead of only chat-catalog text matches plus OpenRouter live discovery; a generic OpenAI-compatible `/embeddings` + Cohere-compatible `/rerank` runtime fallback resolves any configured chat provider's embedding/rerank endpoint, so unlisted providers no longer fail with "Unknown embedding provider"; both memory selectors gained a free-text model override
--- a/changelog.d/maintenance/12316-mode-packs-doc-gate.md
+++ b/changelog.d/maintenance/12316-mode-packs-doc-gate.md
@@ -0,0 +1 @@
+- **docs(auto-combo):** The mode pack table in `docs/routing/AUTO-COMBO.md` now lists all six shipped packs with every weight each one sets, replacing a four-pack table whose numbers had also drifted from the source. It states plainly that no pack sets `quality`, so selecting any pack silences the observed-quality signal. Six more documents that quote the scoring factor count joined the `check:docs-counts` gate, which caught five stale claims — including one naming nine factors that do not exist — and two stale mode pack counts. The dashboard routing panel, which offered four of the six packs and labelled the default strategy "6-Factor Scoring", is now covered by a test; the two packs it was missing are `reliability-first` and `chaos-mode`, the latter labelled as the fault-injection profile it is rather than as one more routing preference ([#12316](https://github.com/diegosouzapw/OmniRoute/pull/12316))
--- a/config/quality/dependency-allowlist.json
+++ b/config/quality/dependency-allowlist.json
@@ -3,6 +3,7 @@
  "_justifications": {
    "@testing-library/dom": "Peer dep obrigatoria de @testing-library/react v16 (adicionada no PR #11224); Refs #9985.",
    "@testing-library/user-event": "Utilitario oficial do ecossistema testing-library para testes de UI (adicionada no PR #11224); Refs #9985.",
+    "babel-plugin-react-compiler": "Official React Compiler Babel plugin (facebook/react, MIT). Required peer of Next.js 16 `reactCompiler: true`; Next declares it optional (`*`) and does not auto-install. Added by PR #11783 / issue #67.",
    "eslint-plugin-react-hooks": "React Hooks lint rules (set-state-in-effect, immutability, refs, purity) pinned at 7.0.1 by the release/v3.8.51 cycle; the 224 findings it raised are tracked in #11924. Refs #11924."
  },
  "allowed": [
@@ -44,6 +45,7 @@
    "ajv",
    "ajv-formats",
    "axios",
+    "babel-plugin-react-compiler",
    "bcryptjs",
    "better-sqlite3",
    "bottleneck",
--- a/docs/architecture/ARCHITECTURE.md
+++ b/docs/architecture/ARCHITECTURE.md
@@ -370,14 +370,18 @@ Key capabilities:
  **auto**, lkgp, context-optimized, context-relay, **fusion**, plus a fallback path) —
  auto is the headline addition in v3.8.0; `fusion` (panel fan-out + judge synthesis,
  `open-sse/services/fusion.ts`) is new in v3.8.36.
- **9-factor scoring**: cost, latency p95, success rate, quota headroom, lockout
-  proximity, breaker state, recent failures, model availability, and tag affinity.
+- **16-factor scoring**: quota, health, inverse cost, inverse latency, task fit and
+  ten more. The canonical table of factors and their default weights lives in
+  [`docs/routing/AUTO-COMBO.md`](../routing/AUTO-COMBO.md) — restating it here would
+  give it a second place to go stale.
 - **Virtual factory** materializes ephemeral combos when no matching named combo
  exists, sourcing candidates from healthy active provider connections.
 - **Auto prefixes**: `auto/coding`, `auto/cheap`, `auto/fast`, `auto/offline`,
  `auto/smart`, `auto/lkgp` — each backed by a tuned weight profile.
- **4 mode packs**: coding, fast, cheap, smart — shipped as preset weight
-  configurations callable from the dashboard.
+- **6 mode packs**: `ship-fast`, `cost-saver`, `quality-first`, `offline-friendly`,
+  `reliability-first` and `chaos-mode` — preset weight configurations callable from
+  the dashboard. (Not to be confused with the `auto/*` prefixes above, which are
+  request-time variants.)

 For full algorithmic detail (factor formulas, weight tuning), see
 [`docs/routing/AUTO-COMBO.md`](../routing/AUTO-COMBO.md).
--- a/docs/architecture/REPOSITORY_MAP.md
+++ b/docs/architecture/REPOSITORY_MAP.md
@@ -402,24 +402,24 @@ open-sse/

 ### Subsystem deep-dives

-| Doc                        | Purpose                                                             |
-| -------------------------- | ------------------------------------------------------------------- |
-| `MCP-SERVER.md`            | MCP server: 110 tools, 3 transports, 33 scopes, REST endpoints      |
-| `A2A-SERVER.md`            | A2A v0.3: JSON-RPC, 6 skills, REST helpers, agent card              |
-| `AGENT_PROTOCOLS_GUIDE.md` | Unified guide: A2A vs ACP vs Cloud Agents                           |
-| `CLOUD_AGENT.md`           | Codex Cloud / Devin / Jules orchestration                           |
-| `SKILLS.md`                | Skills framework (built-in + marketplace + SkillsSH + sandbox)      |
-| `RADAR.md`                 | Radar free-model catalog overlay (`RADAR_ENABLED`, off by default)  |
-| `MEMORY.md`                | Memory system (SQLite FTS5 + Qdrant)                                |
-| `EVALS.md`                 | Eval framework (suites, runs, rubrics)                              |
-| `GUARDRAILS.md`            | PII masker, prompt injection, vision bridge                         |
-| `COMPLIANCE.md`            | Audit log, retention, noLog opt-out                                 |
-| `WEBHOOKS.md`              | HMAC-signed webhook delivery                                        |
-| `REASONING_REPLAY.md`      | Hybrid memory/SQLite cache for `reasoning_content`                  |
-| `AUTHZ_GUIDE.md`           | Authorization pipeline (`classify` → `policies` → `enforce`)        |
-| `RESILIENCE_GUIDE.md`      | Circuit breaker + cooldown + model lockout                          |
-| `STEALTH_GUIDE.md`         | TLS fingerprinting (JA3/JA4), Claude Code CCH, MITM cert            |
-| `AUTO-COMBO.md`            | Auto Combo engine (9-factor scoring, 4 mode packs, virtual factory) |
+| Doc                        | Purpose                                                              |
+| -------------------------- | -------------------------------------------------------------------- |
+| `MCP-SERVER.md`            | MCP server: 110 tools, 3 transports, 33 scopes, REST endpoints       |
+| `A2A-SERVER.md`            | A2A v0.3: JSON-RPC, 6 skills, REST helpers, agent card               |
+| `AGENT_PROTOCOLS_GUIDE.md` | Unified guide: A2A vs ACP vs Cloud Agents                            |
+| `CLOUD_AGENT.md`           | Codex Cloud / Devin / Jules orchestration                            |
+| `SKILLS.md`                | Skills framework (built-in + marketplace + SkillsSH + sandbox)       |
+| `RADAR.md`                 | Radar free-model catalog overlay (`RADAR_ENABLED`, off by default)   |
+| `MEMORY.md`                | Memory system (SQLite FTS5 + Qdrant)                                 |
+| `EVALS.md`                 | Eval framework (suites, runs, rubrics)                               |
+| `GUARDRAILS.md`            | PII masker, prompt injection, vision bridge                          |
+| `COMPLIANCE.md`            | Audit log, retention, noLog opt-out                                  |
+| `WEBHOOKS.md`              | HMAC-signed webhook delivery                                         |
+| `REASONING_REPLAY.md`      | Hybrid memory/SQLite cache for `reasoning_content`                   |
+| `AUTHZ_GUIDE.md`           | Authorization pipeline (`classify` → `policies` → `enforce`)         |
+| `RESILIENCE_GUIDE.md`      | Circuit breaker + cooldown + model lockout                           |
+| `STEALTH_GUIDE.md`         | TLS fingerprinting (JA3/JA4), Claude Code CCH, MITM cert             |
+| `AUTO-COMBO.md`            | Auto Combo engine (16-factor scoring, 6 mode packs, virtual factory) |

 ### Compression

--- a/docs/architecture/RESILIENCE_GUIDE.md
+++ b/docs/architecture/RESILIENCE_GUIDE.md
@@ -652,4 +652,4 @@ default `test:integration`, chaos and heap self-skip (without `RUN_CHAOS_INT`/`-

 - [Architecture Guide](./ARCHITECTURE.md) — System architecture and internals
 - [User Guide](../guides/USER_GUIDE.md) — Providers, combos, CLI integration
- [Auto-Combo Engine](../routing/AUTO-COMBO.md) — 13-factor scoring, mode packs
+- [Auto-Combo Engine](../routing/AUTO-COMBO.md) — 16-factor scoring, mode packs
--- a/docs/diagrams/auto-combo-scoring.mmd
+++ b/docs/diagrams/auto-combo-scoring.mmd
@@ -1,13 +1,13 @@
-%% Auto-Combo 15-factor scoring
+%% Auto-Combo 16-factor scoring
 %% Reflects: open-sse/services/autoCombo/scoring.ts (DEFAULT_WEIGHTS, sum = 1.0)
 %% v3.8.50
-%% svg-title: OmniRoute Auto-Combo 15-factor scoring
+%% svg-title: OmniRoute Auto-Combo 16-factor scoring
 %% svg-description: Flow from an incoming request through eligible candidates, the 15 weighted scoring factors, descending score sort, top-N selection, and sequential dispatch.
 flowchart TB
  Request["Incoming request"] --> Candidates["Eligible candidates<br/>(provider × model × account)"]
  Candidates --> Score["Compute composite score<br/>per candidate"]

-  subgraph Factors["15-factor scoring weights (sum = 1.0)"]
+  subgraph Factors["16-factor scoring weights (sum = 1.0)"]
    f1["quota (0.1429)"]
    f2["health (0.1605)"]
    f3["costInv (0.1429)"]
--- a/docs/diagrams/strategies-grid.svg
+++ b/docs/diagrams/strategies-grid.svg
@@ -95,7 +95,7 @@
 <rect width="173" height="158" rx="10" fill="#161b22" stroke="#ffffff" stroke-opacity="0.07" stroke-width="1"/>
 <text x="12" y="21" font-family="Consolas, 'Courier New', monospace" font-size="11" fill="#a78bfa">auto</text>
 <circle cx="20" cy="79" r="4" fill="none" stroke="#c9d1d9" stroke-width="1.6"/><circle cx="20" cy="79" r="1.6" fill="#c9d1d9"/><path d="M 26,79 C 62,79 84,67.5 112,67.5" fill="none" stroke="#8b5cf6" stroke-opacity="0.55" stroke-width="1.6"/><rect x="116" y="38.0" width="26" height="11" rx="2.5" fill="#1c2330" stroke="#ffffff" stroke-opacity="0.10" stroke-width="1"/><text x="147" y="46.5" font-family="Consolas, 'Courier New', monospace" font-size="8.5" fill="#71717a">72</text><rect x="116" y="62.0" width="26" height="11" rx="2.5" fill="#1c2330" stroke="#7ee787" stroke-opacity="0.8" stroke-width="1"/><text x="147" y="70.5" font-family="Consolas, 'Courier New', monospace" font-size="8.5" fill="#71717a">91</text><rect x="116" y="86.0" width="26" height="11" rx="2.5" fill="#1c2330" stroke="#ffffff" stroke-opacity="0.10" stroke-width="1"/><text x="147" y="94.5" font-family="Consolas, 'Courier New', monospace" font-size="8.5" fill="#71717a">64</text><rect x="116" y="110.0" width="26" height="11" rx="2.5" fill="#1c2330" stroke="#ffffff" stroke-opacity="0.10" stroke-width="1"/><text x="147" y="118.5" font-family="Consolas, 'Courier New', monospace" font-size="8.5" fill="#71717a">55</text><circle r="2.8" fill="#a78bfa" opacity="0"><animateMotion path="M 26,79 C 62,79 84,67.5 110,67.5" begin="3.3s" dur="3.6s" repeatCount="indefinite"/><animate attributeName="opacity" values="0;1;1;0;0" keyTimes="0;0.02;0.3;0.33999999999999997;1" begin="3.3s" dur="3.6s" repeatCount="indefinite"/></circle>
-<text x="12" y="148" font-family="Inter, 'Segoe UI', Arial, Helvetica, system-ui, sans-serif" font-size="9.5" fill="#71717a">live 15-factor scoring</text>
+<text x="12" y="148" font-family="Inter, 'Segoe UI', Arial, Helvetica, system-ui, sans-serif" font-size="9.5" fill="#71717a">live 16-factor scoring</text>
 </g><g transform="translate(796,456)">
 <rect width="173" height="158" rx="10" fill="#161b22" stroke="#ffffff" stroke-opacity="0.07" stroke-width="1"/>
 <text x="12" y="21" font-family="Consolas, 'Courier New', monospace" font-size="11" fill="#a78bfa">fusion</text>
--- a/docs/frameworks/OPEN_SSE_ARCHITECTURE.md
+++ b/docs/frameworks/OPEN_SSE_ARCHITECTURE.md
@@ -105,7 +105,7 @@ Resolves the request to a concrete `(provider, model, account, credentials)` tup

 For `auto/*` models, this stage also:

- Runs the **15-factor scoring** algorithm (`services/autoCombo/`)
+- Runs the **16-factor scoring** algorithm (`services/autoCombo/`)
 - Selects a `provider+model` pair based on health, cost, latency, etc.

 ### Stage 2: Translate (translator/)
@@ -245,7 +245,7 @@ Supports **19 routing strategies** (see `src/shared/constants/routingStrategies.
 | `reset-window`      | Reset window-based routing                                                |
 | `headroom`          | Most remaining quota headroom first                                       |
 | `strict-random`     | Truly uniform (no quality weighting)                                      |
-| `auto`              | Use 15-factor scoring (`autoCombo/`)                                      |
+| `auto`              | Use 16-factor scoring (`autoCombo/`)                                      |
 | `lkgp`              | Last known good provider first                                            |
 | `context-optimized` | Best for long-context requests                                            |
 | `fusion`            | Fan out to a panel in parallel, then synthesize via a judge (`fusion.ts`) |
@@ -280,7 +280,7 @@ Services are **focused, single-purpose modules** that handlers compose. The big
 ### Routing & Combo

 - `combo.ts` — entry point for combo-routed requests
- `services/autoCombo/` — 15-factor scoring, 8 auto routing strategies
+- `services/autoCombo/` — 16-factor scoring, 8 auto routing strategies
 - `wildcardRouter.ts` — matches wildcard routes (`gpt-*`)
 - `modelFamilyFallback.ts` — T5 intra-family fallback

@@ -570,7 +570,7 @@ The routing engine has strict performance budgets:
 - [ARCHITECTURE.md](../architecture/ARCHITECTURE.md) — high-level architecture
 - [CODEBASE_DOCUMENTATION.md](../architecture/CODEBASE_DOCUMENTATION.md) — engineering reference
 - [REPOSITORY_MAP.md](../architecture/REPOSITORY_MAP.md) — directory-by-directory
- [AUTO-COMBO.md](../routing/AUTO-COMBO.md) — 15-factor scoring
+- [AUTO-COMBO.md](../routing/AUTO-COMBO.md) — 16-factor scoring
 - [MCP-SERVER.md](./MCP-SERVER.md) — MCP server
 - [A2A-SERVER.md](./A2A-SERVER.md) — A2A server
 - Source: `open-sse/` (400+ files, ~143K LOC)
--- a/docs/frameworks/RADAR.md
+++ b/docs/frameworks/RADAR.md
@@ -1,13 +1,17 @@
 ---
 title: "Radar Free-Model Catalog"
-version: 3.8.50
-lastUpdated: 2026-08-13
+version: 3.8.51
+lastUpdated: 2026-09-01
 ---

 # Radar Free-Model Catalog

 > **Source of truth:** `src/lib/radar/`, `src/lib/db/radar.ts`, `src/app/api/radar/`
-> **Last updated:** 2026-08-13 — v3.8.50
+> **Last updated:** 2026-09-01 — v3.8.51
+> **Hosted-service evidence boundary:** server-side rules described here were verified on
+> 2026-09-01 against the intentionally private Radar server at exact revision
+> `main@dce70f004364912f3f144cdb69f4cbcde16093ed`. That implementation is not distributed in
+> this OSS repository; hosted availability remains a separate operational state.

 Radar is an **optional add-on** that overlays a signed, freshly-curated free-model
 catalog on top of the release baseline (`FREE_MODEL_BUDGETS` in
@@ -24,7 +28,7 @@ is never mutated on disk — see

 ---

-## Delivery status in v3.8.50
+## Delivery status in v3.8.51

 The following status distinguishes what this OSS release implements from later Radar
 workstreams. It is a code-level status, not a promise that a particular hosted deployment
@@ -109,10 +113,17 @@ When both are on, the sync path is:
   `Authorization: Bearer <supporter key>` header (see below). Servers default to the separately
   signed v1 transition artifact when the schema header is absent, so older installed clients keep
   receiving updates.
-2. Nothing about the request, the operator, or their traffic is uploaded — it is a
-   plain, unauthenticated-by-default GET. OmniRoute never posts usage data, provider
-   configuration, or model traffic to the feed service.
-3. The response is verified, validated, and cached locally (see
+2. This is a download-only application flow, but it is still an HTTPS request. The hosted
+   infrastructure receives ordinary connection metadata such as the source IP. When a supporter
+   key is configured, sync also sends that key in the Bearer header so the service can resolve the
+   entitlement. At the exact private-server revision identified in the evidence boundary above,
+   feed-request accounting uses key hashes, aggregate usage, and a daily rotating truncated HMAC
+   of the IP for manual abuse review; those tables persist neither the key nor the IP in raw form.
+   Infrastructure access logs and the encrypted delivery outbox are separate operational
+   boundaries.
+3. OmniRoute never sends prompts, responses, conversations, provider credentials, model traffic,
+   uptime, latency, or the local provider configuration to the Radar service.
+4. The response is verified, validated, and cached locally (see
   [Security model](#security-model)). Radar has exactly four server-side network paths:
   `syncRadar()` for the catalog, `syncRadarReferrals()` for referrals, and
   `syncRadarOffers()` / `syncRadarIntel()` for supporter-only offers and Intel.
@@ -133,6 +144,42 @@ that lets the feed service decide which tier to serve (see

 ---

+## Access and safety rules shown before opt-in
+
+The inactive dashboard renders these rules from
+`src/app/(dashboard)/dashboard/radar/RadarAccessExplainer.tsx` **before** either activation action.
+The canonical access scale is:
+
+| Level                 | Eligibility                                                                       | Access                                       | Repeat/expiration rule                                                    |
+| --------------------- | --------------------------------------------------------------------------------- | -------------------------------------------- | ------------------------------------------------------------------------- |
+| Community             | Anyone; no key                                                                    | Complete catalog delayed by about 30 days    | Always available; no issuance                                             |
+| Star + follow         | GitHub OAuth verifies both a star on the repository and a follow of the owner     | One live catalog read, then Community        | One issuance per login; never reissued                                    |
+| Contributor Top 10    | Positions 1–10 in the latest complete weekly ranking                              | 365 live days                                | Claimed on demand; leaving the ranking does not shorten an awarded period |
+| Contributor Top 100   | Positions 11–100 in that ranking                                                  | 90 live days                                 | Same on-demand/idempotent claim rule                                      |
+| Supporter purchase    | One-time 6-month, 1-year, or lifetime purchase                                    | Live catalog, signed live offers, and Intel  | No automatic renewal                                                      |
+| Donation/manual grant | Owner-reviewed donation or an owner grant for an explicit number of days/lifetime | Same live entitlement for the granted period | Audited, idempotent grant                                                 |
+
+Merged PRs, commits, and changed lines are **ranking inputs only**. A login outside the Top 100 gets
+no contributor grant regardless of PR count. Finite purchases, donations, contributor periods, and
+manual grants accumulate from the current expiration; lifetime dominates. A rank change never
+retroactively revokes or shortens time already awarded.
+
+The hosted license is personal and the user-facing rule is one active installation at a time. This
+release does **not** claim a hardware lock: the OSS sync does not fingerprint hardware or maintain a
+cryptographic device lease. At the verified private-server revision above, implemented enforcement
+is entitlement validation plus a manual-review signal when the same live key is seen from a fourth
+distinct IP within 24 hours. That signal never blocks or revokes a key automatically. Recovery
+revokes and replaces the lost key while preserving the existing expiration; it does not restart the
+purchased or granted period.
+
+Live offers are manually curated and can change or expire. The opt-in screen also names the exact
+privacy boundary: signed catalog/referral metadata is downloaded; a valid key additionally unlocks
+signed offers and Intel; the Bearer key and normal connection metadata reach the hosted service;
+prompts, responses, conversations, provider credentials, model traffic, uptime, latency, and local
+provider configuration do not.
+
+---
+
 ## Getting a supporter key

 The activation screen (`/dashboard/radar`) links out to two flows for **obtaining** a
@@ -142,11 +189,12 @@ destination pages, not in this repo (spec decision D14).

 - **"I'm a contributor"** — opens `RADAR_CONTRIBUTOR_CLAIM_URL` (default
  `https://radar.omniroute.online/auth/github`), a GitHub OAuth claim flow hosted on
-  the private radar server. It verifies the visitor's GitHub account and grants a
-  supporter key to anyone with 5+ merged pull requests or a top-100 contributor spot
-  on the repo.
+  the private Radar server. It checks the latest complete weekly ranking: Top 10 receives 365 days
+  and positions 11–100 receive 90 days. Outside the Top 100, PR count never grants access; the flow
+  instead checks the separate star + follow single-use level.
 - **"Support the project"** — opens `RADAR_SUPPORTER_PLANS_URL` (default
-  `https://radar.omniroute.online/planos`), the payment/plans page.
+  `https://radar.omniroute.online/planos`), the hosted page for the one-time 6-month, 1-year, and
+  lifetime options. The OSS page still displays no monetary value.

 Both URLs are resolved server-side (`src/lib/radar/links.ts`, same env-override
 pattern as `RADAR_FEED_URL`) and relayed to the dashboard through the existing
--- a/docs/getting-started/AUTO-COMBO-GUIDE.md
+++ b/docs/getting-started/AUTO-COMBO-GUIDE.md
@@ -46,14 +46,14 @@ model: "auto/cheap"     # Cheapest option

 ## Which "auto" Should I Use?

-| If you want... | Use this | Best for | How it works |
-|----------------|----------|----------|--------------|
-| **Best overall** | `auto` | General questions, chat | Balances speed, cost, and quality |
-| **Best code** | `auto/coding` | Writing code, debugging | Picks models good at coding tasks |
-| **Fastest response** | `auto/fast` | Quick answers, low latency | Prioritizes speed over everything |
-| **Cheapest option** | `auto/cheap` | Saving money | Picks the cheapest provider |
-| **Smartest model** | `auto/smart` | Complex tasks | Quality-first + explores new models |
-| **Most available** | `auto/offline` | When providers are busy | Picks providers with most capacity |
+| If you want...       | Use this       | Best for                   | How it works                        |
+| -------------------- | -------------- | -------------------------- | ----------------------------------- |
+| **Best overall**     | `auto`         | General questions, chat    | Balances speed, cost, and quality   |
+| **Best code**        | `auto/coding`  | Writing code, debugging    | Picks models good at coding tasks   |
+| **Fastest response** | `auto/fast`    | Quick answers, low latency | Prioritizes speed over everything   |
+| **Cheapest option**  | `auto/cheap`   | Saving money               | Picks the cheapest provider         |
+| **Smartest model**   | `auto/smart`   | Complex tasks              | Quality-first + explores new models |
+| **Most available**   | `auto/offline` | When providers are busy    | Picks providers with most capacity  |

 ### Examples

@@ -81,7 +81,7 @@ curl http://localhost:20128/v1/chat/completions \
 When you send a request with `model: "auto"`, OmniRoute:

 1. **Looks at all your connected providers** — Every provider you've added (OpenAI, Anthropic, Google, etc.)
-2. **Scores each one** on 5 factors:
+2. **Scores each one**, weighing among other things:
   - Is it working? (health)
   - Does it have capacity? (quota)
   - How much does it cost? (price)
@@ -94,29 +94,29 @@ When you send a request with `model: "auto"`, OmniRoute:

 Each provider gets a score from 0 to 1. The higher the score, the better the fit.

-| Factor | Weight | What it means |
-|--------|--------|---------------|
-| Health | 20% | Is the provider working? (circuit breaker state) |
-| Quota | 15% | Does it have capacity remaining? |
-| Cost | 15% | How expensive is it? (cheaper = higher score) |
-| Speed | 12% | How fast is it? (lower latency = higher score) |
-| Task Fit | 8% | Is it good at this type of task? |
-| Stability | 5% | Is it consistent? (low error rate) |
-| Tier | 5% | Account tier (Ultra > Pro > Free) |
-| Other | 20% | Context affinity, connection density, etc. |
+| Factor    | Weight | What it means                                    |
+| --------- | ------ | ------------------------------------------------ |
+| Health    | 20%    | Is the provider working? (circuit breaker state) |
+| Quota     | 15%    | Does it have capacity remaining?                 |
+| Cost      | 15%    | How expensive is it? (cheaper = higher score)    |
+| Speed     | 12%    | How fast is it? (lower latency = higher score)   |
+| Task Fit  | 8%     | Is it good at this type of task?                 |
+| Stability | 5%     | Is it consistent? (low error rate)               |
+| Tier      | 5%     | Account tier (Ultra > Pro > Free)                |
+| Other     | 20%    | Context affinity, connection density, etc.       |

 ### How Variants Change the Scoring

 Each variant uses different weights:

-| Variant | Prioritizes | Key Weights |
-|---------|-------------|-------------|
-| `auto` | Balanced | health=20%, quota=15%, cost=15% |
-| `auto/coding` | Quality | taskFit=37%, stability=15% |
-| `auto/fast` | Speed | latency=32%, health=28% |
-| `auto/cheap` | Cost | cost=37% |
-| `auto/smart` | Quality + Explore | taskFit=37%, exploration=10% |
-| `auto/offline` | Capacity | quota=37%, health=28% |
+| Variant        | Prioritizes       | Key Weights                     |
+| -------------- | ----------------- | ------------------------------- |
+| `auto`         | Balanced          | health=20%, quota=15%, cost=15% |
+| `auto/coding`  | Quality           | taskFit=37%, stability=15%      |
+| `auto/fast`    | Speed             | latency=32%, health=28%         |
+| `auto/cheap`   | Cost              | cost=37%                        |
+| `auto/smart`   | Quality + Explore | taskFit=37%, exploration=10%    |
+| `auto/offline` | Capacity          | quota=37%, health=28%           |

 ---

@@ -125,15 +125,19 @@ Each variant uses different weights:
 OmniRoute has **three layers of protection**:

 ### 1. Auto-Fallback
+
 If the best provider fails, OmniRoute automatically tries the next one. You don't need to do anything.

 ### 2. Self-Healing
+
 If a provider keeps failing:
+
 - **Score < 0.2** → Excluded for 5 minutes
 - **Circuit breaker open** → Auto-excluded
 - **More than 50% providers down** → Incident mode (no exploration)

 ### 3. Emergency Fallback
+
 If all providers fail, OmniRoute routes to stable free providers (like Kiro or Qoder) as a last resort.

 ---
@@ -209,7 +213,8 @@ Round-robin cycles through providers in order. Auto-combo **scores each provider
 ## Learn More

 For developers and contributors, see the [Auto-Combo Technical Reference](../routing/AUTO-COMBO.md) for:
- Full 13-factor scoring algorithm
+
+- Full 16-factor scoring algorithm
 - Mode pack weight tables
 - Implementation file paths
 - API endpoints
--- a/docs/guides/FEATURES.md
+++ b/docs/guides/FEATURES.md
@@ -18,7 +18,7 @@ Visual guide to every section of the OmniRoute dashboard.

 The v3.7.x → v3.8.0 cycle added zero-config auto routing, new providers, OAuth flows, deeper resilience, and a much richer CLI experience. Headline features below — full details further in the document and in linked specs.

- 🤖 **Auto Combo / Zero-config auto-routing** — use prefixes `auto/coding`, `auto/fast`, `auto/cheap`, `auto/offline`, `auto/smart`, `auto/lkgp`, `auto/chaos`. Backed by a 15-factor scoring engine and 6 curated **mode packs** (ship-fast, cost-saver, quality-first, offline-friendly)
+- 🤖 **Auto Combo / Zero-config auto-routing** — use prefixes `auto/coding`, `auto/fast`, `auto/cheap`, `auto/offline`, `auto/smart`, `auto/lkgp`, `auto/chaos`. Backed by a 16-factor scoring engine and 6 curated **mode packs** (ship-fast, cost-saver, quality-first, offline-friendly, reliability-first, chaos-mode)
 - 🆕 **Command Code provider** (#2199) — first-class registration with model catalog and quota tracking
 - 🆕 **Z.AI provider** — new free-tier provider with quota labels
 - 🎬 **KIE media expansion** — extended catalog including video generation models
--- a/docs/guides/FREE_PROVIDER_RANKINGS.md
+++ b/docs/guides/FREE_PROVIDER_RANKINGS.md
@@ -238,7 +238,7 @@ provider that ships at least one strong free model.
   `user_override → arena_elo → models_dev_tier → static table`). So after you connect
   the top free providers, routing with `model: "auto"` (e.g. `auto/coding`) will
   automatically prefer the higher-quality free models per request. See
-   [Auto-Combo](../routing/AUTO-COMBO.md) for the full 15-factor scoring.
+   [Auto-Combo](../routing/AUTO-COMBO.md) for the full 16-factor scoring.

 ---

@@ -248,7 +248,7 @@ provider that ships at least one strong free model.
  providers, no credit card required.
 - [Free Tiers directory](../reference/FREE_TIERS.md) — full catalog of free providers
  and their limits.
- [Auto-Combo](../routing/AUTO-COMBO.md) — the 15-factor routing engine that consumes the
+- [Auto-Combo](../routing/AUTO-COMBO.md) — the 16-factor routing engine that consumes the
  same Arena ELO task-fitness data.
 - [Environment variables](../reference/ENVIRONMENT.md) — `ARENA_ELO_SYNC_ENABLED` /
  `ARENA_ELO_SYNC_INTERVAL` reference.
--- a/docs/guides/TIERS.md
+++ b/docs/guides/TIERS.md
@@ -69,7 +69,7 @@ rate limits — circuit breaker recovers them on backoff.
 Dashboard → **Tiers** → assign your providers. Defaults (from `tierDefaults.json`) are
 sensible; edit when you have specific subscriptions to prioritize or providers to exclude.

-Auto-Combo's 15-factor scoring also considers tier. See
+Auto-Combo's 16-factor scoring also considers tier. See
 [`docs/routing/AUTO-COMBO.md`](../routing/AUTO-COMBO.md).

 ## Telemetry
--- a/docs/i18n/ar/llm.txt
+++ b/docs/i18n/ar/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/az/llm.txt
+++ b/docs/i18n/az/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/bg/llm.txt
+++ b/docs/i18n/bg/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/bn/llm.txt
+++ b/docs/i18n/bn/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/cs/llm.txt
+++ b/docs/i18n/cs/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/da/llm.txt
+++ b/docs/i18n/da/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/de/llm.txt
+++ b/docs/i18n/de/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/es/llm.txt
+++ b/docs/i18n/es/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/fa/llm.txt
+++ b/docs/i18n/fa/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/fi/llm.txt
+++ b/docs/i18n/fi/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/fr/llm.txt
+++ b/docs/i18n/fr/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/gu/llm.txt
+++ b/docs/i18n/gu/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/he/llm.txt
+++ b/docs/i18n/he/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/hi/llm.txt
+++ b/docs/i18n/hi/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/hu/llm.txt
+++ b/docs/i18n/hu/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/id/llm.txt
+++ b/docs/i18n/id/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/in/llm.txt
+++ b/docs/i18n/in/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/it/llm.txt
+++ b/docs/i18n/it/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/ja/llm.txt
+++ b/docs/i18n/ja/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/ko/llm.txt
+++ b/docs/i18n/ko/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/mr/llm.txt
+++ b/docs/i18n/mr/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/ms/llm.txt
+++ b/docs/i18n/ms/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/nl/llm.txt
+++ b/docs/i18n/nl/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/no/llm.txt
+++ b/docs/i18n/no/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/phi/llm.txt
+++ b/docs/i18n/phi/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/pl/llm.txt
+++ b/docs/i18n/pl/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/pt-BR/llm.txt
+++ b/docs/i18n/pt-BR/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/pt/llm.txt
+++ b/docs/i18n/pt/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/ro/llm.txt
+++ b/docs/i18n/ro/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/ru/llm.txt
+++ b/docs/i18n/ru/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/sk/llm.txt
+++ b/docs/i18n/sk/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/sv/llm.txt
+++ b/docs/i18n/sv/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/sw/llm.txt
+++ b/docs/i18n/sw/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/ta/llm.txt
+++ b/docs/i18n/ta/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/te/llm.txt
+++ b/docs/i18n/te/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/th/llm.txt
+++ b/docs/i18n/th/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/tr/llm.txt
+++ b/docs/i18n/tr/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/uk-UA/llm.txt
+++ b/docs/i18n/uk-UA/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/ur/llm.txt
+++ b/docs/i18n/ur/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/vi/llm.txt
+++ b/docs/i18n/vi/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/zh-CN/llm.txt
+++ b/docs/i18n/zh-CN/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/i18n/zh-TW/llm.txt
+++ b/docs/i18n/zh-TW/llm.txt
@@ -227,7 +227,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -267,7 +267,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -286,7 +286,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -445,7 +445,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -480,7 +480,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/docs/openapi.yaml
+++ b/docs/openapi.yaml
@@ -6199,6 +6199,22 @@ paths:
        "200":
          description: Health status

+  /api/monitoring/compression:
+    get:
+      tags: [System]
+      summary: Get compression result-memo statistics
+      description: >-
+        In-process compression result-memo observability snapshot — size, capacity,
+        lifetime hits/misses/hitRate plus 1m/5m/15m/1h windowed rates. Lightweight
+        (no DB, no provider reads) companion to `GET /api/monitoring/health` intended
+        for frequent polling. Sent with `Cache-Control: no-store, no-cache,
+        must-revalidate`. Counters reset on process restart.
+      responses:
+        "200":
+          description: Compression memo stats (`compression.memo` + `timestamp`)
+        "503":
+          description: Compression stats unavailable
+
  /api/rate-limits:
    get:
      tags: [System]
--- a/docs/reference/ENVIRONMENT.md
+++ b/docs/reference/ENVIRONMENT.md
@@ -428,6 +428,7 @@ Controls how OmniRoute discovers and launches CLI sidecars (Claude Code, Codex,
 | `DEVIN_BRIDGE_OPUS_MODEL` | `DEVIN_BRIDGE_MODEL` | `docker/devin-bridge/compose.yml` | Isolated bridge alias used when Claude Code requests its Opus default. |
 | `DEVIN_BRIDGE_HAIKU_MODEL` | `DEVIN_BRIDGE_MODEL` | `docker/devin-bridge/compose.yml` | Isolated bridge alias used when Claude Code requests its Haiku default. |
 | `DEVIN_BRIDGE_SUBAGENT_MODEL` | `DEVIN_BRIDGE_MODEL` | `docker/devin-bridge/compose.yml` | Isolated bridge alias used for Claude Code subagents. |
+| `DEVIN_SEAT_API_URL` | `https://server.codeium.com` | `open-sse/services/usage/devinCli.ts` | Optional override for the Codeium seat-management API used by Devin CLI quota (`GetUserStatus`). |
 | `AUGGIE_BIN`              | `auggie`    | `open-sse/executors/auggie.ts`                      | Absolute-path override for the Augment (Auggie) CLI binary used by the local `auggie` provider. Falls back to `CLI_AUGGIE_BIN`, then a PATH lookup.                            |
 | `CLI_AUGGIE_BIN`          | `auggie`    | `open-sse/executors/auggie.ts`                      | Alias override for the Augment (Auggie) CLI binary path (checked after `AUGGIE_BIN`).                                                                                          |
 | `ZCODE_BIN`               | `zcode`     | `open-sse/executors/zcode.ts`                       | Binary used for the local `zcode` provider's stdio client. Falls back to `zcode` on PATH.                                                                                     |
--- a/docs/reference/FREE_TIERS.md
+++ b/docs/reference/FREE_TIERS.md
@@ -54,10 +54,10 @@ A 50-agent web-research pass (official docs + last-7-days news, adversarially ve
 OmniRoute answers "is it free?" through two regimes that intentionally read
 different sources:

-| Regime | Source of truth | Surfaces |
-|---|---|---|
-| **Counting / displaying** | Resolved catalog — the shipped baseline overlaid by the Radar feed (`getRadarCatalog`) | Free-tier totals, budget card, dashboards |
-| **Deciding** | Shipped catalog only (`FREE_MODEL_BUDGETS` in `open-sse/config/freeModelCatalog.data.ts`) plus the local heuristics (`:free` suffix, zero pricing, `grantsFreeAccess`) | Every consumer of `src/shared/utils/freeModels.ts`: model import, `auto/*` routing, `GET /v1/models`, and the browser previews |
+| Regime                    | Source of truth                                                                                                                                                        | Surfaces                                                                                                                       |
+| ------------------------- | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------ |
+| **Counting / displaying** | Resolved catalog — the shipped baseline overlaid by the Radar feed (`getRadarCatalog`)                                                                                 | Free-tier totals, budget card, dashboards                                                                                      |
+| **Deciding**              | Shipped catalog only (`FREE_MODEL_BUDGETS` in `open-sse/config/freeModelCatalog.data.ts`) plus the local heuristics (`:free` suffix, zero pricing, `grantsFreeAccess`) | Every consumer of `src/shared/utils/freeModels.ts`: model import, `auto/*` routing, `GET /v1/models`, and the browser previews |

 Counting can improve whenever a feed is available. Deciding stays on the
 release artifact, so the answer is identical in the browser and on the server,
@@ -68,7 +68,8 @@ purpose.

 ## Methodology & caveats

- Numbers are **upper-bound estimates** from each provider's documented free-tier limits as of **2026-06-17**, gathered by web research (confidence tagged per row). Free tiers change constantly — re-verify before relying on a figure.
+- Numbers are **upper-bound estimates** from each provider's documented free-tier limits as of **2026-06-17**, gathered by web research. Free tiers change constantly — re-verify before relying on a figure.
+- **What an entry actually vouches for.** No entry carries a per-row confidence rating, and the API serves none — treat every figure above as an estimate of the same, unstated quality. Two facts are different, because they are curated by hand rather than inferred: 7 entries carry an independently documented hard stop, and 13 entries carry a prompt-training disclosure. `hardStopGuaranteed` is set only when the provider's own terms say that exceeding the free allowance refuses the request rather than silently starting to bill you, with the source in a comment next to the entry; it is never defaulted to `true`, and an entry nobody has verified stays unset. So a missing hard-stop flag means "not established", not "known to bill you".
 - `estMonthlyFreeTokens` = recurring monthly tokens only. **One-time signup credits do not recur** and count as 0. Discontinued tiers are also 0.
 - Daily token cap → `monthly = daily × 30`. Only RPD documented → `RPD × ~800 output tokens × 30`. Only RPM/TPM (no daily cap) → **uncapped** (see below).
 - **Permanently free, but no published token cap** (`siliconflow`, `glm-cn`, `tencent`, `baidu`, `kilo-gateway`, `opencode-zen`): these are real recurring free access, rate/concurrency-limited. We classify them `recurring-uncapped` and **never sum them** — multiplying `RPM × 24/7 × 30d` would produce a fantasy ceiling (the inflation we reject). They are listed so you know they exist.
--- a/docs/reference/PROVIDER_PLUGIN_MANIFEST.md
+++ b/docs/reference/PROVIDER_PLUGIN_MANIFEST.md
@@ -48,7 +48,7 @@ The manifest contains:
 - JSON-safe model metadata such as context length, vision/reasoning flags, and
  unsupported params
 - capability tags including `apikey`, `oauth`, `custom-executor`,
-  `passthrough-models`, `responses`, `sidecar-candidate`, and `usage-fetch`
+  `passthrough-models`, `responses`, `sidecar-candidate`, `usage-fetch`, and `usage-supported`

 The manifest intentionally excludes:

@@ -74,6 +74,7 @@ re-reading the TypeScript sources.
 | `custom-executor`    | Runs a non-default executor, so it stays on the TypeScript path.  |
 | `sidecar-candidate`  | Mirrors `sidecar.eligible` — safe to consider for sidecar import. |
 | `usage-fetch`        | Has a wired usage or quota fetcher (`getUsageForProvider`).       |
+| `usage-supported`    | The usage API accepts this provider (`isSupportedUsageConnection`). |

 `usage-fetch` is discovery only. It reports that OmniRoute knows how to read usage for the
 provider; it does not activate fetching, change quota semantics, or imply that the
@@ -86,6 +87,16 @@ with aliases and is slightly longer than the number of tagged providers: entries
 not chat providers in the manifest registry (for example the `firecrawl` search provider
 and the `amazon-q` ACP provider) have no manifest entry to tag.

+`usage-supported` answers whether the server and Dashboard usage routes accept a connection
+for the provider. It mirrors `isSupportedUsageConnection()` (`src/lib/usage/providerLimits.ts`)
+and `supportsProviderQuota()` (`src/shared/utils/providerQuotaVisibility.ts`), both gated by
+`USAGE_SUPPORTED_PROVIDERS` (`open-sse/services/usage/supportedProviders.ts`). Unlike
+`usage-fetch`, it is emitted on the provider id alone — the runtime guard does
+`USAGE_SUPPORTED_PROVIDERS.includes(providerId)` with no alias resolution, so the manifest
+keeps the same rule. The two tags have different perimeters: 3 providers carry only
+`usage-fetch` (`opencode`, `opencode-zen`, `xai`) and 1 carries only
+`usage-supported` (`xiaomi-mimo-token-plan`), so one does not imply the other.
+
 ## Sidecar Use

 Sidecars should treat `sidecar.eligible` as a conservative candidate signal, not
--- a/docs/routing/AUTO-COMBO.md
+++ b/docs/routing/AUTO-COMBO.md
@@ -184,54 +184,64 @@ See [#7992](https://github.com/diegosouzapw/OmniRoute/issues/7992) and [#7111](h

 ## How It Works (Persisted Auto-Combos)

-The Auto-Combo Engine dynamically selects the best provider/model for each request using a **15-factor scoring function** (defined in `open-sse/services/autoCombo/scoring.ts` → `DEFAULT_WEIGHTS`). The default weights sum to `1.0`; custom weights are renormalized by `normalizeScoringWeights()`. Two of the fifteen — `cacheAffinity` and `resetWindowAffinity` — carry a default weight of `0`: they are still computed for every candidate, and `cacheAffinity` gates prompt-cache deduplication outside the score, so they are declared factors that simply do not vote by default.
+The Auto-Combo Engine dynamically selects the best provider/model for each request using a **16-factor scoring function** (defined in `open-sse/services/autoCombo/scoring.ts` → `DEFAULT_WEIGHTS`). The default weights sum to `1.0`; custom weights are renormalized by `normalizeScoringWeights()`. Three of the sixteen — `cacheAffinity`, `resetWindowAffinity` and `reliability` — carry a default weight of `0`: they are still computed for every candidate, and `cacheAffinity` gates prompt-cache deduplication outside the score, so they are declared factors that simply do not vote by default.

-![Auto-Combo 15-factor scoring](../diagrams/exported/auto-combo-scoring.svg)
+![Auto-Combo 16-factor scoring](../diagrams/exported/auto-combo-scoring.svg)

-> Source: [diagrams/auto-combo-scoring.mmd](../diagrams/auto-combo-scoring.mmd) (regenerate via `npm run docs:render-diagrams`). The filename is historical; the source and rendered diagram show all 15 factors declared in `DEFAULT_WEIGHTS`.
+> Source: [diagrams/auto-combo-scoring.mmd](../diagrams/auto-combo-scoring.mmd) (regenerate via `npm run docs:render-diagrams`). The filename is historical; the source and rendered diagram show all 16 factors declared in `DEFAULT_WEIGHTS`.

-| Factor                | Default Weight | Description                                                                                                                                                                                 |
-| :-------------------- | :------------- | :------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
-| `quota`               | 0.1429         | Remaining quota / rate-limit headroom [0..1]                                                                                                                                                |
-| `health`              | 0.1605         | Health score from circuit breaker (CLOSED=1.0, HALF_OPEN=0.5, OPEN=0.0)                                                                                                                     |
-| `costInv`             | 0.1429         | Inverse **blended** cost (60% input + 40% output token price, normalized) — cheaper = higher score                                                                                          |
-| `latencyInv`          | 0.1143         | Inverse p95 latency normalized to pool — faster = higher score                                                                                                                              |
-| `taskFit`             | 0.0762         | Task-type fitness (coding, review, planning, analysis, debugging, docs)                                                                                                                     |
-| `stability`           | 0.0476         | Variance-based stability (low latency stdDev / error rate)                                                                                                                                  |
-| `tierPriority`        | 0.0476         | Account-tier priority — Ultra=1.0, Pro=0.67, Standard=0.33, Free=0.0                                                                                                                        |
-| `tierAffinity`        | 0.0476         | Affinity between the candidate's tier and the manifest-recommended tier                                                                                                                     |
-| `specificityMatch`    | 0.0476         | Match between request specificity (manifest hint) and model tier                                                                                                                            |
-| `contextAffinity`     | 0.0476         | Affinity between the request's context-window need and the model's context window                                                                                                           |
-| `sessionAvailability` | 0.0476         | OAuth session availability of the candidate connection for this session (`getOAuthSessionAvailability()`; non-OAuth connections score 1.0)                                                  |
-| `connectionDensity`   | 0.0476         | Spreads load across connections of the same provider (anti-concentration)                                                                                                                   |
-| `cacheAffinity`       | 0.00           | Rendezvous-hash affinity toward the connection likeliest to already hold this request's prompt-cache prefix (`open-sse/services/combo/promptCacheAffinity.ts`); disabled by default (#8008) |
-| `resetWindowAffinity` | 0.00           | Bias toward connections whose quota reset window is favorable (disabled by default)                                                                                                         |
-| `quality`             | 0.03           | Feedback-driven output-quality signal from the routing-event quality tracker; candidates without observations receive a neutral 0.5                                                         |
+| Factor                | Default Weight | Description                                                                                                                                                                                    |
+| :-------------------- | :------------- | :--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| `quota`               | 0.1429         | Remaining quota / rate-limit headroom [0..1]                                                                                                                                                   |
+| `health`              | 0.1605         | Health score from circuit breaker (CLOSED=1.0, HALF_OPEN=0.5, OPEN=0.0)                                                                                                                        |
+| `costInv`             | 0.1429         | Inverse **blended** cost (60% input + 40% output token price, normalized) — cheaper = higher score                                                                                             |
+| `latencyInv`          | 0.1143         | Inverse p95 latency normalized to pool — faster = higher score                                                                                                                                 |
+| `taskFit`             | 0.0762         | Task-type fitness (coding, review, planning, analysis, debugging, docs)                                                                                                                        |
+| `stability`           | 0.0476         | Variance-based stability from latency standard deviation — a candidate whose response time swings scores lower                                                                                 |
+| `tierPriority`        | 0.0476         | Account-tier priority — Ultra=1.0, Pro=0.67, Standard=0.33, Free=0.0                                                                                                                           |
+| `tierAffinity`        | 0.0476         | Affinity between the candidate's tier and the manifest-recommended tier                                                                                                                        |
+| `specificityMatch`    | 0.0476         | Match between request specificity (manifest hint) and model tier                                                                                                                               |
+| `contextAffinity`     | 0.0476         | Affinity between the request's context-window need and the model's context window                                                                                                              |
+| `sessionAvailability` | 0.0476         | OAuth session availability of the candidate connection for this session (`getOAuthSessionAvailability()`; non-OAuth connections score 1.0)                                                     |
+| `connectionDensity`   | 0.0476         | Spreads load across connections of the same provider (anti-concentration)                                                                                                                      |
+| `cacheAffinity`       | 0.00           | Rendezvous-hash affinity toward the connection likeliest to already hold this request's prompt-cache prefix (`open-sse/services/combo/promptCacheAffinity.ts`); disabled by default (#8008)    |
+| `resetWindowAffinity` | 0.00           | Bias toward connections whose quota reset window is favorable (disabled by default)                                                                                                            |
+| `quality`             | 0.03           | Feedback-driven output-quality signal from the routing-event quality tracker; candidates without observations receive a neutral 0.5                                                            |
+| `reliability`         | 0.00           | Observed success share, `1 - failureRate`, from 24h of usage history behind a ten-sample floor (real-time metrics otherwise); candidates with no observations read as 1.0. Disabled by default |

-**Sum:** `0.1429 + 0.1605 + 0.1429 + 0.1143 + 0.0762 + (7 × 0.0476) + 0.00 + 0.00 + 0.03 = 1.0` as declared in `DEFAULT_WEIGHTS`; user-configured weights are renormalized into a distribution by `normalizeScoringWeights()` before scoring.
+**Sum:** `0.1429 + 0.1605 + 0.1429 + 0.1143 + 0.0762 + (7 × 0.0476) + 0.00 + 0.00 + 0.03 + 0.00 = 1.0` as declared in `DEFAULT_WEIGHTS`; user-configured weights are renormalized into a distribution by `normalizeScoringWeights()` before scoring.

 ## Mode Packs

-Six pre-defined weight profiles in `open-sse/services/autoCombo/modePacks.ts` — `ship-fast`, `cost-saver`, `quality-first`, `offline-friendly`, `reliability-first` and `chaos-mode` (fault-injection). Each pack overrides the default weights to bias selection toward a specific goal; the seed weights below are renormalized to sum 1.0 at runtime together with the session/context factors every pack also sets. The table shows the four original packs — see `modePacks.ts` for `reliability-first` and `chaos-mode`.
+6 pre-defined weight profiles in `open-sse/services/autoCombo/modePacks.ts`. Each pack replaces the default weights outright to bias selection toward one goal. Every pack already sums to `1.0` (`0.9999` as printed at four decimals), so `normalizeScoringWeights()` has nothing meaningful to correct when a pack is active — the values below are, to rounding, the ones the scorer applies.

-| Factor       | ship-fast | cost-saver | quality-first | offline-friendly |
-| :----------- | :-------- | :--------- | :------------ | :--------------- |
-| quota        | 0.14      | 0.14       | 0.10          | **0.37**         |
-| health       | 0.28      | 0.19       | 0.18          | 0.28             |
-| costInv      | 0.05      | **0.37**   | 0.05          | 0.10             |
-| latencyInv   | **0.32**  | 0.05       | 0.05          | 0.05             |
-| taskFit      | 0.10      | 0.10       | **0.37**      | 0.00             |
-| stability    | 0.00      | 0.05       | 0.15          | 0.10             |
-| tierPriority | 0.05      | 0.05       | 0.05          | 0.05             |
+| Factor                | ship-fast  | cost-saver | quality-first | offline-friendly | reliability-first | chaos-mode |
+| :-------------------- | :--------- | :--------- | :------------ | :--------------- | :---------------- | :--------- |
+| `quota`               | 0.1333     | 0.1333     | 0.0952        | **0.3524**       | 0.1333            | 0.0476     |
+| `health`              | 0.2667     | 0.1810     | 0.1714        | 0.2667           | **0.3524**        | **0.4000** |
+| `costInv`             | 0.0476     | **0.3524** | 0.0476        | 0.0952           | 0.0381            | 0.0190     |
+| `latencyInv`          | **0.3048** | 0.0476     | 0.0476        | 0.0476           | 0.0476            | 0.0286     |
+| `taskFit`             | 0.0952     | 0.0952     | **0.3524**    | 0.0000           | 0.0952            | 0.1905     |
+| `stability`           | 0.0000     | 0.0476     | 0.1429        | 0.0952           | 0.1905            | 0.1714     |
+| `tierPriority`        | 0.0476     | 0.0476     | 0.0476        | 0.0476           | 0.0476            | 0.0190     |
+| `tierAffinity`        | 0.0000     | 0.0000     | 0.0000        | 0.0000           | 0.0000            | 0.0000     |
+| `specificityMatch`    | 0.0000     | 0.0000     | 0.0000        | 0.0000           | 0.0000            | 0.0000     |
+| `contextAffinity`     | 0.0095     | 0.0000     | 0.0000        | 0.0000           | 0.0000            | 0.0286     |
+| `sessionAvailability` | 0.0476     | 0.0476     | 0.0476        | 0.0476           | 0.0476            | 0.0476     |
+| `resetWindowAffinity` | 0.0000     | 0.0000     | 0.0000        | 0.0000           | 0.0000            | 0.0000     |
+| `connectionDensity`   | 0.0476     | 0.0476     | 0.0476        | 0.0476           | 0.0476            | 0.0476     |

 Notes:

- `tierAffinity` and `specificityMatch` are explicitly set to `0` in every mode pack.
+- **No pack sets `quality`, and a pack replaces the weight map wholesale** (`weights = pack`, not a merge). `quality` carries `0.03` in `DEFAULT_WEIGHTS`, but under any mode pack it normalizes to `0` — selecting a pack silences the observed-quality signal completely. If you want quality feedback to influence routing, leave `modePack` unset and tune the weights directly. (`cacheAffinity` is also unset by every pack, but it defaults to `0` anyway, so nothing changes there.)
+- `tierAffinity`, `specificityMatch` and `resetWindowAffinity` are explicitly `0` in every pack.
 - Each pack's emphasis at a glance:
-  - **ship-fast** → latencyInv 0.32 + health 0.28 (low-latency, healthy connections)
-  - **cost-saver** → costInv 0.37 (cheapest tokens win)
-  - **quality-first** → taskFit 0.37 + stability 0.15 (best model for the task, consistent)
-  - **offline-friendly** → quota 0.37 + health 0.28 (max headroom regardless of speed/cost)
+  - **ship-fast** → latencyInv 0.3048 + health 0.2667 (low-latency, healthy connections)
+  - **cost-saver** → costInv 0.3524 (cheapest tokens win)
+  - **quality-first** → taskFit 0.3524 + stability 0.1429 (best model for the task, consistent)
+  - **offline-friendly** → quota 0.3524 + health 0.2667 (max headroom regardless of speed/cost)
+  - **reliability-first** → health 0.3524 + stability 0.1905 (fewest surprises)
+  - **chaos-mode** → health 0.4000 + taskFit 0.1905 (fault-injection profile)

 ### Per-Request Controls (headers) — #6023 / #6024 / #6025 / #3470

@@ -280,7 +290,7 @@ OmniRoute's combo engine supports **19 routing strategies** (declared in `src/sh
 | `reset-window`      | Prefer targets whose quota window resets soonest                                                                                                                                          |
 | `headroom`          | Pick the target with the most remaining quota headroom                                                                                                                                    |
 | `strict-random`     | Random without deduplication of repeats                                                                                                                                                   |
-| `auto`              | Use Auto Combo scoring (15-factor) — **recommended**                                                                                                                                      |
+| `auto`              | Use Auto Combo scoring (16-factor) — **recommended**                                                                                                                                      |
 | `lkgp`              | Last-Known-Good Path (pins to the last successful provider, then falls back to rules)                                                                                                     |
 | `context-optimized` | Pick target with best fit for current context size                                                                                                                                        |
 | `cache-optimized`   | Reorder targets by prompt-cache affinity — the connection likeliest to already hold this request's cached prefix is tried first (`open-sse/services/combo/promptCacheAffinity.ts`, #8008) |
@@ -389,7 +399,7 @@ The Auto Combo engine doesn't require pre-defined combos. Instead, `open-sse/ser
 3. Cross-references with `getProviderRegistry()` for model availability + pricing
 4. For each tuple `(provider, model, connection)`, builds a `VirtualAutoComboCandidate`
 5. Picks `connection.defaultModel` (or the registry's first model) as the dispatch target
-6. Scores each candidate using the 15-factor `scorePool()` and the variant's weight pack
+6. Scores each candidate using the 16-factor `scorePool()` and the variant's weight pack
 7. Returns the resulting in-memory `AutoComboConfig` for `handleComboChat()` — never persisted to DB

 This means **adding a new provider with `auto/*` enabled automatically expands the candidate pool** — no manual combo editing needed. The virtual combo is rebuilt per request, so newly-added or newly-healthy connections are picked up immediately.
@@ -450,7 +460,7 @@ Each strategy picks one provider from the candidate pool, given a `RoutingContex
 (task type, tool/vision hints, token estimate, optional SLA policy, optional
 last-known-good provider).

-#### 1. `rules` (default) — 15-factor weighted scoring
+#### 1. `rules` (default) — 16-factor weighted scoring

 Wraps the existing scoring engine. Filters out `OPEN` circuit-breaker
 candidates, then runs `scorePool()` with the current task type and `getTaskFitness()`,
@@ -459,7 +469,7 @@ picking the top-scoring provider.
 ```ts
 class RulesStrategyImpl implements RouterStrategy {
  readonly name = "rules";
-  readonly description = "15-factor weighted scoring (see DEFAULT_WEIGHTS)";
+  readonly description = "16-factor weighted scoring (see DEFAULT_WEIGHTS)";

  select(pool, context) {
    const eligible = pool.filter((c) => c.circuitBreakerState !== "OPEN");
@@ -700,7 +710,7 @@ Including the bare `auto` (default) plus the 6 `AutoVariant` values declared in

 ## How tiers fit Auto-Combo

-The 15-factor scoring function (`open-sse/services/autoCombo/scoring.ts`) treats tier
+The 16-factor scoring function (`open-sse/services/autoCombo/scoring.ts`) treats tier
 membership as two signals: `tierPriority` (0.0476) and `tierAffinity` (0.0476). See the
 canonical [scoring factor table](#how-it-works-persisted-auto-combos) above for the full
 `DEFAULT_WEIGHTS` set — the per-pack overrides (ship-fast/cost-saver/quality-first/
@@ -753,15 +763,15 @@ intentionally excluded from CI because they require live credentials and VPS acc

 ## Files

-| File                                                      | Purpose                                                                    |
-| :-------------------------------------------------------- | :------------------------------------------------------------------------- |
-| `open-sse/services/autoCombo/scoring.ts`                  | 15-factor scoring function, `DEFAULT_WEIGHTS`, pool norm                   |
-| `open-sse/services/autoCombo/taskFitness.ts`              | Model × task fitness lookup                                                |
-| `open-sse/services/autoCombo/engine.ts`                   | Selection logic, bandit, budget cap                                        |
-| `open-sse/services/autoCombo/selfHealing.ts`              | Exclusion, probes, incident mode                                           |
-| `open-sse/services/autoCombo/modePacks.ts`                | 4 weight profiles (ship-fast, cost-saver, quality-first, offline-friendly) |
-| `open-sse/services/autoCombo/autoPrefix.ts`               | `auto/` prefix parser + 6 variants                                         |
-| `open-sse/services/autoCombo/virtualFactory.ts`           | Builds in-memory `AutoComboConfig` from live connections                   |
-| `open-sse/services/autoCombo/providerRegistryAccessor.ts` | Test hook for mocking provider registry                                    |
-| `src/shared/constants/routingStrategies.ts`               | `ROUTING_STRATEGY_VALUES` (19 strategies)                                  |
-| `src/sse/handlers/chat.ts`                                | Integration: auto-prefix short-circuit                                     |
+| File                                                      | Purpose                                                                                                   |
+| :-------------------------------------------------------- | :-------------------------------------------------------------------------------------------------------- |
+| `open-sse/services/autoCombo/scoring.ts`                  | 16-factor scoring function, `DEFAULT_WEIGHTS`, pool norm                                                  |
+| `open-sse/services/autoCombo/taskFitness.ts`              | Model × task fitness lookup                                                                               |
+| `open-sse/services/autoCombo/engine.ts`                   | Selection logic, bandit, budget cap                                                                       |
+| `open-sse/services/autoCombo/selfHealing.ts`              | Exclusion, probes, incident mode                                                                          |
+| `open-sse/services/autoCombo/modePacks.ts`                | 6 weight profiles (ship-fast, cost-saver, quality-first, offline-friendly, reliability-first, chaos-mode) |
+| `open-sse/services/autoCombo/autoPrefix.ts`               | `auto/` prefix parser + 6 variants                                                                        |
+| `open-sse/services/autoCombo/virtualFactory.ts`           | Builds in-memory `AutoComboConfig` from live connections                                                  |
+| `open-sse/services/autoCombo/providerRegistryAccessor.ts` | Test hook for mocking provider registry                                                                   |
+| `src/shared/constants/routingStrategies.ts`               | `ROUTING_STRATEGY_VALUES` (19 strategies)                                                                 |
+| `src/sse/handlers/chat.ts`                                | Integration: auto-prefix short-circuit                                                                    |
--- a/docs/routing/STRICT_ZERO_COST.md
+++ b/docs/routing/STRICT_ZERO_COST.md
@@ -116,13 +116,37 @@ no waiting out the TTL after a 402/403/quota-exhausted response.
 `freeAccessPolicy`: a candidate can be economically `SAFE` and still excluded here for
 contractual reasons, or left in when this guard is off even with `freeAccessPolicy: "strict"` on.

-## What passes today
+## Seeing what the guard excludes

-Run `npx tsx scripts/ad-hoc/dry-run-strict-zero-cost.ts` against a live instance's
-`GET /v1/auto-combo/{channel}/candidates` output for a real before/after — the script reads each
-candidate's real `connectionId`, so it also proves the connection-safety fix live, not just in
-unit tests. Keyless candidates must arrive with the synthetic no-auth `connectionId`, never a
-real connection. The current built-in keyless auto path is OpenCode Free; exact candidate counts
+`GET /v1/auto-combo/{channel}/candidates` lists every candidate, including the ones this guard
+would keep out of dispatch, and each carries `freeAccessExclusion` — `null` when the guard is
+satisfied, otherwise the reason. The listing reports; it never enforces. Turning the policy off
+leaves the field `null` everywhere and costs nothing.
+
+| `freeAccessExclusion`  | What it means                                                                                                 | What to do about it                                                                                                                 |
+| :--------------------- | :------------------------------------------------------------------------------------------------------------ | :---------------------------------------------------------------------------------------------------------------------------------- |
+| `not-in-catalog`       | The provider/model pair is absent from `FREE_MODEL_BUDGETS`.                                                  | Add a curated entry, or accept that new pairs start excluded — that is the design.                                                  |
+| `regime-not-free`      | Catalogued, but its `freeType` is not one that grants free access (a discontinued tier, for instance).        | Nothing to fix. The model costs money.                                                                                              |
+| `no-hard-stop`         | Free regime, but `hardStopGuaranteed` is not `true`, so exceeding the allowance might silently start billing. | Verify the provider's terms and set the flag with the source in a comment — never to grow the catalog.                              |
+| `contradictory-noauth` | A no-auth candidate whose catalog entry is not `keyless`. Fail-closed on inconsistent metadata.               | Fix the catalog entry; the two facts disagree.                                                                                      |
+| `exhausted`            | A fresh reading says the allowance is used up.                                                                | Wait for the reset. This one resolves itself.                                                                                       |
+| `state-unknown`        | No quota reading, or one too old to trust.                                                                    | Go look: the provider may have no usage adapter registered, or the quota fetch is failing.                                          |
+| `no-connection`        | The candidate carries no account to check at all.                                                             | Not a quota problem: the candidate was built without a connection, so nothing was ever looked up. Check how the pool was assembled. |
+
+The last two are the pair worth separating. An exhausted allowance resets on its own; a reading
+that never arrives means the lookup itself is broken, and until now both looked identical from
+outside — the candidate simply vanished.
+
+**One gap remains, and it is deliberate.** `excludeTosAvoid` still removes candidates before the
+listing is built, so a model curated `tos: "avoid"` is absent with no reason given — the same
+invisibility this section just closed for the zero-cost guard. Closing it too means deciding what
+a ToS exclusion should report, which is a separate question from economic safety; this page names
+the gap rather than pretending it is not there.
+
+For an offline before/after, `npx tsx scripts/ad-hoc/dry-run-strict-zero-cost.ts` still works
+against a live instance's candidates output; it reads each candidate's real `connectionId`, so it
+also exercises the connection-safety path. Keyless candidates must arrive with the synthetic
+no-auth `connectionId`, never a real connection. The current built-in keyless auto path is OpenCode Free; exact candidate counts
 still depend on live model discovery and should be measured on the target deployment instead of
 copied from an older run. A `recurring-*` candidate passes only when it has both a registered
 usage adapter and `hardStopGuaranteed: true`; incomplete metadata remains fail-closed.
--- a/llm.txt
+++ b/llm.txt
@@ -223,7 +223,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   │   ├── accountFallback.ts    # Multi-account fallback
 │   │   ├── sessionManager.ts     # Session management
 │   │   ├── wildcardRouter.ts     # Wildcard model routing
-│   │   ├── autoCombo/            # Auto-combo engine (15-factor scoring, bandit exploration)
+│   │   ├── autoCombo/            # Auto-combo engine (16-factor scoring, bandit exploration)
 │   │   ├── intentClassifier.ts   # Request intent classification
 │   │   ├── taskAwareRouter.ts    # Task-aware routing
 │   │   ├── thinkingBudget.ts     # Thinking budget management
@@ -263,7 +263,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 │   ├── architecture/             # ARCHITECTURE.md, CODEBASE_DOCUMENTATION.md, REPOSITORY_MAP.md, AUTHZ_GUIDE.md, RESILIENCE_GUIDE.md, QUALITY_GATES.md
 │   ├── reference/                # API_REFERENCE.md, PROVIDER_REFERENCE.md, CLI-TOOLS.md
 │   ├── frameworks/               # MCP-SERVER.md (110 tools), A2A-SERVER.md, SKILLS.md, MEMORY.md, CLOUD_AGENT.md, EVALS.md, WEBHOOKS.md
-│   ├── routing/                  # AUTO-COMBO.md (15-factor scoring), REASONING_REPLAY.md
+│   ├── routing/                  # AUTO-COMBO.md (16-factor scoring), REASONING_REPLAY.md
 │   ├── security/                 # GUARDRAILS.md, COMPLIANCE.md, STEALTH_GUIDE.md, PUBLIC_CREDS.md, ERROR_SANITIZATION.md
 │   ├── guides/                   # USER_GUIDE.md, TROUBLESHOOTING.md, ELECTRON_GUIDE.md, I18N.md
 │   ├── ops/                      # RELEASE_CHECKLIST.md, TUNNELS_GUIDE.md, VM deployment
@@ -282,7 +282,7 @@ OmniRoute solves the problem of managing multiple AI provider subscriptions, quo
 - **19 routing strategies**: priority, weighted, round-robin, fill-first, p2c, random, least-used, cost-optimized, reset-aware, reset-window, headroom, strict-random, auto, lkgp, context-optimized, cache-optimized, context-relay, fusion, pipeline
 - **4-tier fallback**: Subscription → API Key → Cheap → Free
 - **Context Relay strategy**: Session handoff summaries on account rotation for continuity
- **Auto-combo engine**: Self-healing routing optimization with **15-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
+- **Auto-combo engine**: Self-healing routing optimization with **16-factor scoring** (see `docs/routing/AUTO-COMBO.md`), bandit exploration, progressive cooldown
 - **Semantic caching** with cache hit/miss headers
 - **Idempotency** with configurable dedup window
 - **3-layer resilience**: Provider Circuit Breaker / Connection Cooldown / Model Lockout
@@ -441,7 +441,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 8. **ACP agents** are in `src/lib/acp/registry.ts` with detection cache. Custom agents stored via settings DB.

-9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **15-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.
+9. **Auto-combo engine** in `open-sse/services/autoCombo/` — **16-factor scoring** (weights and factors in `docs/routing/AUTO-COMBO.md`), 6 mode packs, bandit exploration, progressive cooldown.

 10. **Docker:** Dockerfile has two targets: `runner-base` and `runner-cli`. `docker-compose.yml` for dev (8 profiles), `docker-compose.prod.yml` for production (port 20130).

@@ -476,7 +476,7 @@ diagnostics) plus **memory**, **skill**, **agentSkill**, **githubSkill**, **pool

 - **352-provider catalog** with 150+ free tiers, one-click account imports, and bulk key add
 - **19 routing strategies** — including `fusion` (parallel panel + judge synthesis), `pipeline`, `reset-aware`, `reset-window`, `headroom`, and `context-relay`
- **15-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
+- **16-factor Auto-Combo scoring** with bandit exploration and progressive cooldown
 - **MCP server expanded to 110 tools / 33 scopes** (canonical + memory/skill/agentSkill/githubSkill/pool/notion/obsidian/localCorpus/gamification/plugin modules)
 - **Cloud Agents** (Codex Cloud, Cursor, Devin, Jules), **Guardrails**, **Evals**, **Webhooks**, **Compliance** frameworks
 - **Embedded services** manager (install/start/stop bundled services from the dashboard)
--- a/next.config.mjs
+++ b/next.config.mjs
@@ -223,6 +223,9 @@ const nextConfig = {
  ...(isContributorBuild ? {} : { output: "standalone" }),
  compress: true,
  productionBrowserSourceMaps: false,
+  // Issue #67: enable React Compiler — automates memoization, removes manual useCallback/useMemo debt.
+  // See: https://next.dev/blog/react-compiler
+  reactCompiler: true,
  // OmniRoute is a proxy for AI APIs — request bodies routinely include
  // multi-MB payloads (vision models, image edits, base64-encoded files,
  // long chat histories with embedded images). Next.js's Server Action
@@ -330,6 +333,13 @@ const nextConfig = {
    // analysis can't follow _require.resolve("sql.js/package.json") and spams
    // build warnings.  Externalizing silences them without changing behaviour.
    "sql.js",
+    // tiktoken's node build reads tiktoken_bg.wasm via __dirname-relative
+    // fs.readFileSync at import time. When bundled, the wasm asset is not
+    // traced into the server chunk and page-data collection for any route
+    // importing the vendored ChatGPT Web tokenizer fails with
+    // "Missing tiktoken_bg.wasm". Externalizing keeps the require at runtime
+    // where node_modules/tiktoken/tiktoken_bg.wasm resolves normally.
+    "tiktoken",
    // sqlite-vec ships a native vec0.so loaded at runtime via createRequire().
    // Turbopack otherwise tries to bundle the .so and fails with "Unknown module
    // type"; externalizing it keeps the require at runtime (like better-sqlite3).
--- a/open-sse/config/embeddingRegistry.ts
+++ b/open-sse/config/embeddingRegistry.ts
@@ -408,6 +408,7 @@ export const EMBEDDING_PROVIDERS: Record<string, EmbeddingProvider> = {
      },
    ],
  },
+
 };

 const EMBEDDING_PROVIDER_ALIASES: Record<string, string> = {
@@ -470,6 +471,38 @@ export function getEmbeddingProvider(providerId: string): EmbeddingProvider | nu
  return EMBEDDING_PROVIDERS[resolveEmbeddingProviderId(providerId)] || null;
 }

+/**
+ * Derive an OpenAI-compatible embeddings config for a chat provider that has NO
+ * curated EMBEDDING_PROVIDERS entry. Works for any registry provider whose base
+ * URL ends in /chat/completions by swapping that suffix for /embeddings (groq,
+ * mistral, together, upstage, fireworks, nvidia, vercel-ai-gateway, ...).
+ * Dynamic-URL providers (no usable static base) derive to
+ * null — they need bespoke URL handling, not a bogus endpoint.
+ *
+ * This is a FALLBACK only: callers must check getEmbeddingProvider() first so
+ * curated entries keep their specialized configuration.
+ */
+export function deriveEmbeddingProviderForChatProvider(
+  providerId: string,
+  chatEntry: { id?: string; baseUrl?: string | string[] } | null | undefined
+): EmbeddingProvider | null {
+  if (!chatEntry) return null;
+  const rawBase = Array.isArray(chatEntry.baseUrl)
+    ? chatEntry.baseUrl[0]
+    : chatEntry.baseUrl;
+  if (!rawBase || typeof rawBase !== "string") return null;
+  // stripTrailingSlashes-equivalent without importing open-sse utils here:
+  const base = rawBase.replace(/\/+$/, "");
+  if (!base.endsWith("/chat/completions")) return null;
+  return {
+    id: providerId,
+    baseUrl: `${base.slice(0, -"/chat/completions".length)}/embeddings`,
+    authType: "apikey",
+    authHeader: "bearer",
+    models: [],
+  };
+}
+
 /**
 * Parse embedding model string (format: "provider/model" or just "model")
 * Returns { provider, model }
@@ -485,6 +518,18 @@ export function parseEmbeddingModel(
  const slashIdx = modelStr.indexOf("/");
  if (slashIdx > 0) {
    const rawProvider = modelStr.slice(0, slashIdx);
+
+    // A configured provider_node whose prefix exactly equals the requested
+    // provider segment always wins — even when that segment is also an alias
+    // of a curated provider (a local node must not be hijacked by a registry
+    // alias). Same exact-match precedence documented for
+    // EMBEDDING_MODEL_ALIASES above.
+    const dynamicExact =
+      dynamicProviders && dynamicProviders.find((dp) => dp.id === rawProvider);
+    if (dynamicExact) {
+      return { provider: rawProvider, model: modelStr.slice(slashIdx + 1) };
+    }
+
    const resolvedProvider = resolveEmbeddingProviderId(rawProvider);

    if (EMBEDDING_PROVIDERS[resolvedProvider]) {
--- a/open-sse/config/providerPluginManifest.ts
+++ b/open-sse/config/providerPluginManifest.ts
@@ -1,5 +1,6 @@
 import type { RegistryEntry, RegistryModel } from "./providers/shared.ts";
 import { USAGE_FETCHER_PROVIDERS } from "../services/usage/fetcherProviders.ts";
+import { USAGE_SUPPORTED_PROVIDERS } from "../services/usage/supportedProviders.ts";

 export type ProviderPluginCapability =
  | "apikey"
@@ -8,7 +9,8 @@ export type ProviderPluginCapability =
  | "passthrough-models"
  | "responses"
  | "sidecar-candidate"
-  | "usage-fetch";
+  | "usage-fetch"
+  | "usage-supported";

 export interface ProviderPluginModel {
  id: string;
@@ -66,6 +68,15 @@ const SIDECAR_COMPATIBLE_EXECUTORS = new Set(["default"]);
 */
 const USAGE_FETCHER_PROVIDER_SET = new Set<string>(USAGE_FETCHER_PROVIDERS);

+/**
+ * Providers whose usage API is accepted by dashboard/server routes (#10078).
+ * Unlike USAGE_FETCHER_PROVIDERS this gate is checked with a plain
+ * `USAGE_SUPPORTED_PROVIDERS.includes(providerId)` — no alias resolution —
+ * so the manifest must emit on the identifier alone to stay faithful to the
+ * runtime guard.
+ */
+const USAGE_SUPPORTED_PROVIDER_SET = new Set<string>(USAGE_SUPPORTED_PROVIDERS);
+
 function compactObject<T extends Record<string, unknown>>(value: T): Partial<T> {
  return Object.fromEntries(
    Object.entries(value).filter(([, entryValue]) => entryValue !== undefined)
@@ -142,6 +153,9 @@ function capabilitiesFor(entry: RegistryEntry, eligible: boolean): ProviderPlugi
  ) {
    capabilities.add("usage-fetch");
  }
+  if (USAGE_SUPPORTED_PROVIDER_SET.has(entry.id)) {
+    capabilities.add("usage-supported");
+  }

  return [...capabilities].sort();
 }
--- a/open-sse/config/rerankRegistry.ts
+++ b/open-sse/config/rerankRegistry.ts
@@ -218,3 +218,29 @@ export function getAllRerankModels() {
  }
  return models;
 }
+
+/**
+ * Derive a Cohere-compatible rerank config for a chat provider that has NO
+ * curated RERANK_PROVIDERS entry. Works for any registry provider whose base
+ * URL ends in /chat/completions by swapping that suffix for /rerank (groq,
+ * mistral, vercel-ai-gateway, ...). Dynamic-URL providers (no usable static
+ * base, e.g. dynamic account-scoped hosts) derive to null — they need bespoke
+ * URL handling.
+ *
+ * This is a FALLBACK only: callers must check getRerankProvider() first so
+ * curated entries keep their specialized configuration and format adapters.
+ */
+export function deriveRerankProviderForChatProvider(providerId, chatEntry) {
+  if (!chatEntry) return null;
+  const rawBase = Array.isArray(chatEntry.baseUrl) ? chatEntry.baseUrl[0] : chatEntry.baseUrl;
+  if (!rawBase || typeof rawBase !== "string") return null;
+  const base = rawBase.replace(/\/+$/, "");
+  if (!base.endsWith("/chat/completions")) return null;
+  return {
+    id: providerId,
+    baseUrl: `${base.slice(0, -"/chat/completions".length)}/rerank`,
+    authType: "apikey",
+    authHeader: "bearer",
+    models: [],
+  };
+}
--- a/open-sse/executors/base/reasoningEffort.ts
+++ b/open-sse/executors/base/reasoningEffort.ts
@@ -50,6 +50,50 @@ export const GITHUB_REASONING_EFFORT_OPT_IN_PATTERN = /claude[-_.]?(?:opus|sonne
 export const GITHUB_NO_REASONING_EFFORT_PATTERN = /(claude|haiku|oswe)/i;
 const NVIDIA_GLM_52_PATTERN = /z-ai\/glm-5\.2\b/i;

+/**
+ * Model families whose top reasoning tier in their native API or upstream gateways
+ * is `max` (rather than `xhigh`):
+ *   - GLM 5.1+ / 6.0+ (Z.AI / Zhipu GLM-5.1, GLM-5.2, GLM-5.3, GLM-5.3-flash, GLM-5.4, GLM-6...)
+ *   - DeepSeek V4+ (Flash, Pro, Flash-Vision, ...)
+ *   - Moonshot Kimi K3+ (Kimi K3, K4...)
+ */
+export const MAX_TIER_REASONING_MODEL_PATTERN =
+  /(?:^|\/|\b)(?:glm-(?:5\.[1-9]|5\.\d+|[6-9]|\d{2,})|deepseek-v(?:[4-9]|\d{2,})|kimi-k(?:[3-9]|\d{2,}))/i;
+
+export const O1_O3_REASONING_MODELS_PATTERN = /(?:^|\/|\b)(?:o1-mini|o1|o3-mini|o3-pro|o3)(?:$|-)/i;
+export const O1_PREVIEW_PATTERN = /(?:^|\/|\b)o1-preview(?:$|-)/i;
+export const MUSE_SPARK_PATTERN = /(?:^|\/|\b)muse-spark/i;
+export const MINIMAX_REASONING_PATTERN = /(?:^|\/|\b)minimax(?:-m3|-m2)/i;
+export const GROK_45_PATTERN = /(?:^|\/|\b)grok-4\.5/i;
+export const GROK_46_PATTERN = /(?:^|\/|\b)grok-4\.6/i;
+export const GLM_53_FAMILY_PATTERN = /(?:^|\/|\b)glm-5\.3(?:$|-)/i;
+export const GLM_52_FAMILY_PATTERN = /(?:^|\/|\b)glm-5\.2(?:$|-)/i;
+
+export function isCommandCodeProvider(provider: string): boolean {
+  return (
+    provider === "command-code" ||
+    provider === "cmd" ||
+    provider === "command_code"
+  );
+}
+
+export function isOllamaCloudProvider(provider: string): boolean {
+  return (
+    provider === "ollama-cloud" ||
+    provider === "ollamacloud" ||
+    provider === "ollama_cloud"
+  );
+}
+
+export function isOpencodeGoProvider(provider: string): boolean {
+  return (
+    provider === "opencode-go" ||
+    provider === "opencode-zen" ||
+    provider === "opencode" ||
+    provider === "opencode_go"
+  );
+}
+
 type ReasoningSanitizeLog = {
  info?: (tag: string, msg: string) => void;
 };
@@ -154,23 +198,21 @@ export function supportsMaxEffortForProvider(provider: string, model: string): b
  const isClaude =
    (provider === PROVIDER_CLAUDE || isClaudeCodeCompatible(provider)) &&
    supportsClaudeMaxEffort(resolvedModelId);
-  // opencode-go proxies DeepSeek with the native DeepSeek API contract, which
-  // accepts {high, max} literally. Without this opt-in, max would be
-  // normalized to xhigh (the OmniRoute-internal top tier) and rejected by the
-  // upstream. Scoped to opencode-go deliberately: OpenRouter's DeepSeek path
-  // (pi#4055) is the documented inverse and expects xhigh, not max.
-  // Ollama Cloud also accepts literal max (for example GLM 5.2 supports
-  // low|medium|high|max|none) and rejects xhigh; xhigh is mapped to max by the
-  // provider guard in sanitizeReasoningEffortForProvider.
-  const isOpencodeGoDeepSeek =
-    (provider === "opencode-go" || provider === "opencode-zen") &&
-    resolvedModelId.toLowerCase().includes("deepseek");
-  const isOllamaCloud = provider === "ollama-cloud";
+  const isOpencodeGo = isOpencodeGoProvider(provider);
+  const isOllamaCloud = isOllamaCloudProvider(provider);
  const isMoonshotK3 = /^kimi-k3(?:$|-)/i.test(resolvedModelId);
-  // Command Code's upstream API accepts the literal DeepSeek/OpenAI effort value
-  // `max`; do not rewrite it to OmniRoute's internal `xhigh` spelling.
-  const isCommandCode = provider === "command-code";
-  return isClaude || isOpencodeGoDeepSeek || isOllamaCloud || isMoonshotK3 || isCommandCode;
+  const isCommandCode = isCommandCodeProvider(provider);
+  const isMaxTierModel =
+    MAX_TIER_REASONING_MODEL_PATTERN.test(resolvedModelId) ||
+    MAX_TIER_REASONING_MODEL_PATTERN.test(model);
+  return (
+    isClaude ||
+    isOpencodeGo ||
+    isOllamaCloud ||
+    isMoonshotK3 ||
+    isCommandCode ||
+    isMaxTierModel
+  );
 }

 // ── Effort carrier helpers (#7044) ──────────────────────────────────────────
@@ -267,6 +309,15 @@ export function sanitizeReasoningEffortForProvider(
  const effortStr = typeof c.effort === "string" ? c.effort.toLowerCase() : "";
  const modelStr = model || "";

+  // ── o1-preview: does not accept reasoning_effort parameter at all ─────────
+  if (O1_PREVIEW_PATTERN.test(modelStr)) {
+    log?.info?.(
+      "REASONING_SANITIZE",
+      `${provider}/${modelStr}: removed unsupported reasoning_effort for o1-preview`
+    );
+    return stripEffortValue(b, c);
+  }
+
  const githubOptIn =
    provider === "github" && GITHUB_REASONING_EFFORT_OPT_IN_PATTERN.test(modelStr);
  const rejecting =
@@ -280,6 +331,136 @@ export function sanitizeReasoningEffortForProvider(
    return stripEffortValue(b, c);
  }

+  // ── GLM-5.3 and GLM-5.3-FLASH specific rules ──────────────────────────────
+  // Supported options: max (default & recommended), high, low.
+  // none/minimal/low → low; medium/high → high; xhigh/max → max.
+  // In addition, GLM-5.3+ forces thinking; thinking.type="disabled" is rejected upstream.
+  if (GLM_53_FAMILY_PATTERN.test(modelStr)) {
+    let mappedGlm53 = "max";
+    if (effortStr === "none" || effortStr === "minimal" || effortStr === "low") {
+      mappedGlm53 = "low";
+    } else if (effortStr === "medium" || effortStr === "high") {
+      mappedGlm53 = "high";
+    } else if (effortStr === "xhigh" || effortStr === "max" || effortStr === "ultra") {
+      mappedGlm53 = "max";
+    }
+    log?.info?.(
+      "REASONING_SANITIZE",
+      `${provider}/${modelStr}: mapped reasoning_effort ${effortStr} → ${mappedGlm53} (GLM-5.3 contract)`
+    );
+    let updated = writeEffortValue(b, mappedGlm53, c);
+    const thinkingObj = updated.thinking;
+    if (
+      thinkingObj &&
+      typeof thinkingObj === "object" &&
+      !Array.isArray(thinkingObj) &&
+      (thinkingObj as Record<string, unknown>).type === "disabled"
+    ) {
+      updated = {
+        ...updated,
+        thinking: {
+          ...(thinkingObj as Record<string, unknown>),
+          type: "enabled",
+        },
+      };
+    }
+    return updated;
+  }
+
+  // ── GLM-5.2 specific rules ────────────────────────────────────────────────
+  // none/minimal stop thinking (none); low/medium → high; xhigh/max → max; high → high.
+  if (GLM_52_FAMILY_PATTERN.test(modelStr)) {
+    let mappedGlm52 = "max";
+    if (effortStr === "none" || effortStr === "minimal") {
+      mappedGlm52 = "none";
+    } else if (effortStr === "low" || effortStr === "medium") {
+      mappedGlm52 = "high";
+    } else if (effortStr === "xhigh" || effortStr === "max" || effortStr === "ultra") {
+      mappedGlm52 = "max";
+    } else if (effortStr === "high") {
+      mappedGlm52 = "high";
+    }
+    if (mappedGlm52 !== effortStr) {
+      log?.info?.(
+        "REASONING_SANITIZE",
+        `${provider}/${modelStr}: mapped reasoning_effort ${effortStr} → ${mappedGlm52} (GLM-5.2 contract)`
+      );
+      return writeEffortValue(b, mappedGlm52, c);
+    }
+    return body;
+  }
+
+  // ── Muse Spark models (muse-spark-1.2, etc.) ─────────────────────────────
+  // Accepts minimal|low|medium|high|xhigh. Rejects none (400) and max.
+  // max/ultra → xhigh; none → minimal.
+  if (MUSE_SPARK_PATTERN.test(modelStr)) {
+    if (effortStr === "max" || effortStr === "ultra") {
+      log?.info?.(
+        "REASONING_SANITIZE",
+        `${provider}/${modelStr}: clamped reasoning_effort ${effortStr} → xhigh (Muse Spark ceiling)`
+      );
+      return writeEffortValue(b, "xhigh", c);
+    }
+    if (effortStr === "none") {
+      log?.info?.(
+        "REASONING_SANITIZE",
+        `${provider}/${modelStr}: clamped reasoning_effort none → minimal (Muse Spark floor)`
+      );
+      return writeEffortValue(b, "minimal", c);
+    }
+    return body;
+  }
+
+  // ── OpenAI o1 / o3-mini models ───────────────────────────────────────────
+  // Accepts only low|medium|high. Clamp xhigh/max/ultra → high.
+  if (O1_O3_REASONING_MODELS_PATTERN.test(modelStr)) {
+    if (effortStr === "xhigh" || effortStr === "max" || effortStr === "ultra") {
+      log?.info?.(
+        "REASONING_SANITIZE",
+        `${provider}/${modelStr}: clamped reasoning_effort ${effortStr} → high (o1/o3-mini ceiling)`
+      );
+      return writeEffortValue(b, "high", c);
+    }
+    return body;
+  }
+
+  // ── MiniMax models ───────────────────────────────────────────────────────
+  // Accepts none|minimal|low|medium|high. Clamp xhigh/max/ultra → high.
+  if (MINIMAX_REASONING_PATTERN.test(modelStr)) {
+    if (effortStr === "xhigh" || effortStr === "max" || effortStr === "ultra") {
+      log?.info?.(
+        "REASONING_SANITIZE",
+        `${provider}/${modelStr}: clamped reasoning_effort ${effortStr} → high (MiniMax ceiling)`
+      );
+      return writeEffortValue(b, "high", c);
+    }
+    return body;
+  }
+
+  // ── xAI Grok models ──────────────────────────────────────────────────────
+  // Grok 4.6 accepts low|medium|high|xhigh (clamp max/ultra → xhigh).
+  // Grok 4.5 accepts low|medium|high (clamp xhigh/max/ultra → high).
+  if (GROK_46_PATTERN.test(modelStr)) {
+    if (effortStr === "max" || effortStr === "ultra") {
+      log?.info?.(
+        "REASONING_SANITIZE",
+        `${provider}/${modelStr}: clamped reasoning_effort ${effortStr} → xhigh (Grok 4.6 ceiling)`
+      );
+      return writeEffortValue(b, "xhigh", c);
+    }
+    return body;
+  }
+  if (GROK_45_PATTERN.test(modelStr)) {
+    if (effortStr === "xhigh" || effortStr === "max" || effortStr === "ultra") {
+      log?.info?.(
+        "REASONING_SANITIZE",
+        `${provider}/${modelStr}: clamped reasoning_effort ${effortStr} → high (Grok 4.5 ceiling)`
+      );
+      return writeEffortValue(b, "high", c);
+    }
+    return body;
+  }
+
  // `minimal` is a sub-`low` reasoning tier some catalogs advertise (e.g.
  // Muse Spark via models.dev) and the Codex provider accepts natively — but
  // Command Code rejects it outright:
@@ -287,7 +468,7 @@ export function sanitizeReasoningEffortForProvider(
  //   "low"|"medium"|"high"|"xhigh"|"max" at "params.reasoning_effort"
  // Map it to the closest supported value (`low`) for command-code only;
  // other providers (codex etc.) keep their native `minimal` handling.
-  if (provider === "command-code" && effortStr === "minimal") {
+  if (isCommandCodeProvider(provider) && effortStr === "minimal") {
    log?.info?.(
      "REASONING_SANITIZE",
      `${provider}/${modelStr}: mapped reasoning_effort minimal → low`
@@ -295,10 +476,23 @@ export function sanitizeReasoningEffortForProvider(
    return writeEffortValue(b, "low", c);
  }

-  // Command Code accepts the literal top-tier value `max`, while the shared
-  // standardization stage may have already represented the client's `max` as
-  // OmniRoute's internal `xhigh`. Convert it back before the upstream request.
-  if (provider === "command-code" && effortStr === "xhigh") {
+  // Providers and model families whose top reasoning tier is `max` natively
+  // (or whose gateways expect `max` rather than OmniRoute's internal `xhigh`):
+  //   - Command Code (`command-code` / `cmd`)
+  //   - Ollama Cloud (`ollama-cloud` / `ollamacloud`)
+  //   - OpenCode Go (`opencode-go` / `opencode-zen` / `opencode`)
+  //   - GLM 5.1+ / 6.0+ (Z.AI / Zhipu GLM-5.1, GLM-5.2, GLM-5.3, GLM-5.4...)
+  //   - DeepSeek V4+ (Flash, Pro, Vision, ...)
+  //   - Kimi K3+ (Moonshot AI K3, K4, ...)
+  // OpenRouter (pi#4055) is excluded because OpenRouter's normalized API expects xhigh.
+  const isMaxTierTarget =
+    provider !== "openrouter" &&
+    (isCommandCodeProvider(provider) ||
+      isOllamaCloudProvider(provider) ||
+      isOpencodeGoProvider(provider) ||
+      MAX_TIER_REASONING_MODEL_PATTERN.test(modelStr));
+
+  if (isMaxTierTarget && effortStr === "xhigh") {
    log?.info?.(
      "REASONING_SANITIZE",
      `${provider}/${modelStr}: normalized reasoning_effort xhigh → max`
@@ -306,18 +500,6 @@ export function sanitizeReasoningEffortForProvider(
    return writeEffortValue(b, "max", c);
  }

-  // Ollama Cloud accepts low|medium|high|max|none and rejects xhigh. Map
-  // xhigh → max (its literal top tier) before the generic xhigh handling so
-  // passthrough (unregistered) models are covered too — the registry opt-out
-  // only covers known models.
-  if (provider === "ollama-cloud" && effortStr === "xhigh") {
-    log?.info?.(
-      "REASONING_SANITIZE",
-      `${provider}/${modelStr}: mapped reasoning_effort xhigh → max`
-    );
-    return writeEffortValue(b, "max", c);
-  }
-
  // Native DeepSeek (api.deepseek.com) — V4 Pro and Flash use the native
  // {low, high, max} vocabulary, while other model ids retain the {high, max}
  // floor. OmniRoute's internal top tier xhigh maps to DeepSeek's literal max,
@@ -363,14 +545,6 @@ export function sanitizeReasoningEffortForProvider(
  // and the requested effort falls outside that vocabulary, remap to the
  // nearest declared tier: the smallest ranked value ≥ the request, else the
  // highest declared (a request above the ceiling lands on the ceiling).
-  // Live case: opencode-go/ox-alpha-free (Console Go) only accepts
-  // {low, high, max} — a client's reasoning_effort:"medium" reached the
-  // upstream verbatim and 400'd every turn ("[1210] This model always engages
-  // in thinking and cannot be disabled; please use low, high, or max"). The
-  // learned-caps path can't help here (it only clamps down from xhigh/max,
-  // and this error text isn't a parseable enum), so the declaration is the
-  // only source of truth. Models without an explicit declaration keep
-  // #8057's trust-the-upstream pass-through.
  const providerModelIdForClamp = modelStr.startsWith(`${provider}/`)
    ? modelStr.slice(provider.length + 1)
    : modelStr;
--- a/open-sse/executors/glm.ts
+++ b/open-sse/executors/glm.ts
@@ -109,6 +109,7 @@ function parseGlmEffortTier(model: string): GlmEffortTier | null {
 * https://docs.z.ai/guides/overview/concept-param
 */
 const GLM_THINKING_MODEL_PATTERN = /^glm-5\.(?:[2-9]|\d{2,})/i;
+const GLM_53_OR_HIGHER_PATTERN = /^glm-5\.(?:[3-9]|\d{2,})/i;

 function isGlmThinkingModel(model: string): boolean {
  return GLM_THINKING_MODEL_PATTERN.test(model);
@@ -348,6 +349,15 @@ export class GlmExecutor extends DefaultExecutor {
    }

    if (transport === "openai") {
+      // GLM-5.3+ rejects thinking.type "disabled". Ensure thinking is enabled
+      // when targeting GLM-5.3 or higher.
+      if (record && GLM_53_OR_HIGHER_PATTERN.test(effectiveModel)) {
+        const existingThinking = asRecord(record.thinking);
+        if (existingThinking?.type === "disabled") {
+          record.thinking = { ...existingThinking, type: "enabled" };
+        }
+      }
+
      // GLM-5.3 effort tiers: inject the documented `reasoning_effort` param and
      // force thinking on — 5.3 rejects thinking.type "disabled", and an effort
      // tier without thinking would silently drop the selector upstream.
--- a/open-sse/handlers/autoComboCandidates.ts
+++ b/open-sse/handlers/autoComboCandidates.ts
@@ -30,6 +30,7 @@ import { buildErrorBody } from "@omniroute/open-sse/utils/error.ts";
 import { getCircuitBreaker } from "@/shared/utils/circuitBreaker";
 import { isModelLocked } from "@omniroute/open-sse/services/accountFallback.ts";
 import { parseModel } from "@omniroute/open-sse/services/model.ts";
+import type { StrictZeroCostExclusionReason } from "@omniroute/open-sse/services/autoCombo/strictZeroCostFilter.ts";
 import { getProviderConnectionById } from "@/lib/db/providers";
 import { getExcludedConnectionIds } from "@/lib/db/autoCandidateOverrides";

@@ -51,6 +52,13 @@ export interface AutoComboCandidateView {
  breakerState: string;
  connectionCooldown: boolean;
  modelLocked: boolean;
+  /**
+   * Why STRICT_ZERO_COST would exclude this candidate from dispatch, or null
+   * when it would not — and null as well when the policy is off, which is the
+   * default. Reported, never enforced: this listing shows the candidate either
+   * way, the routing path is what acts on it.
+   */
+  freeAccessExclusion: StrictZeroCostExclusionReason | null;
 }

 export interface AutoComboCandidatesResult {
@@ -69,6 +77,7 @@ async function decorateCandidate(candidate: {
  connectionId: string;
  model: string;
  modelStr: string;
+  freeAccessExclusion?: StrictZeroCostExclusionReason | null;
 }): Promise<AutoComboCandidateView> {
  const breaker = getCircuitBreaker(candidate.provider);
  const breakerStatus = breaker.getStatus();
@@ -111,6 +120,7 @@ async function decorateCandidate(candidate: {
    breakerState: String(breakerStatus.state),
    connectionCooldown,
    modelLocked,
+    freeAccessExclusion: candidate.freeAccessExclusion ?? null,
  };
 }

@@ -160,6 +170,7 @@ export async function getAutoComboCandidates(
    connectionId: string | null;
    allowedConnectionIds?: string[];
    model: string;
+    freeAccessExclusion?: StrictZeroCostExclusionReason | null;
  }> = Array.isArray(virtualCombo?.models) ? virtualCombo.models : [];
  // Routing keeps one logical provider/model candidate, but the management API
  // remains account-oriented so operators can inspect and toggle each fallback.
@@ -178,6 +189,7 @@ export async function getAutoComboCandidates(
        connectionId: candidate.connectionId,
        model: candidate.model,
        modelStr: candidate.model,
+        freeAccessExclusion: candidate.freeAccessExclusion,
      });
      return { ...decorated, excluded: excludedConnectionIds.has(candidate.connectionId) };
    })
--- a/open-sse/handlers/chatCore.ts
+++ b/open-sse/handlers/chatCore.ts
@@ -472,6 +472,7 @@ import {
  isRpmExhausted,
 } from "../services/geminiRateLimitTracker.ts";
 import { isSmallEnoughForSemanticCache } from "../utils/estimateSize.ts";
+import { getProactiveCompressionRatio } from "@/lib/db/compression";

 type ChatCoreExecutorResult = ReturnType<typeof normalizeExecutorResult> & {
  _executionCredentials?: Record<string, unknown>;
@@ -1993,7 +1994,7 @@ export async function handleChatCore({
      }
    }

-    const COMPRESSION_THRESHOLD = 0.7;
+    const COMPRESSION_THRESHOLD = getProactiveCompressionRatio();
    let reservedTokens = 0;
    if (Array.isArray(body.tools)) {
      reservedTokens = estimateTokens(body.tools);
--- a/open-sse/handlers/chatCore/clientUsageBuffer.ts
+++ b/open-sse/handlers/chatCore/clientUsageBuffer.ts
@@ -22,6 +22,7 @@ import {
  addBufferToUsage as defaultAddBuffer,
  filterUsageForFormat as defaultFilterUsage,
  estimateUsage as defaultEstimateUsage,
+  isEmptyUsage,
  sanitizeProviderUsageForRequest,
  type UsageLike,
 } from "../../utils/usageTracking.ts";
@@ -46,35 +47,6 @@ const DEFAULT_DEPS: ClientUsageBufferDeps = {
  estimateUsage: defaultEstimateUsage,
 };

-/** True when a usage object is present but every token field is zero/absent.
- * Web/unofficial providers often emit `{prompt_tokens:0,completion_tokens:0,total_tokens:0}`
- * because the upstream has no metering. Treating that as "has usage" makes
- * `addBufferToUsage` turn zeros into a constant `USAGE_TOKEN_BUFFER` (default 2000),
- * so every request shows exactly 2000 tokens. Prefer estimating instead. */
-function isEmptyUsage(usage: unknown): boolean {
-  if (!usage || typeof usage !== "object" || Array.isArray(usage)) return true;
-  const u = usage as Record<string, unknown>;
-  const fields = [
-    "prompt_tokens",
-    "completion_tokens",
-    "total_tokens",
-    "input_tokens",
-    "output_tokens",
-    "promptTokenCount",
-    "candidatesTokenCount",
-    "totalTokenCount",
-  ];
-  let sawNumber = false;
-  for (const key of fields) {
-    const v = u[key];
-    if (typeof v !== "number" || !Number.isFinite(v)) continue;
-    sawNumber = true;
-    if (v > 0) return false;
-  }
-  // No positive counts (or no numeric fields at all) → treat as empty.
-  return true;
-}
-
 /** context_budget_* → visible-field mapping folded back in for Claude-Code-compatible
 * responses only (see module docstring above). */
 const CONTEXT_BUDGET_TO_VISIBLE_FIELD: Record<string, string> = {
--- a/open-sse/handlers/rerank.ts
+++ b/open-sse/handlers/rerank.ts
@@ -201,6 +201,7 @@ export async function handleRerank({
  connectionId = null,
  apiKeyId = null,
  apiKeyName = null,
+  resolvedProvider = null,
 }) {
  const startTime = Date.now();
  if (!model) return errorResponse(400, "model is required");
@@ -210,7 +211,8 @@ export async function handleRerank({
  }

  const { provider: providerId, model: modelId } = parseRerankModel(model);
-  const providerConfig = providerId ? getRerankProvider(providerId) : null;
+  const providerConfig =
+    resolvedProvider || (providerId ? getRerankProvider(providerId) : null);

  if (!providerConfig) {
    const availableProviders = Object.keys(RERANK_PROVIDERS).join(", ");
@@ -219,10 +221,13 @@ export async function handleRerank({
      `No rerank provider found for model "${model}". Available: ${availableProviders}`
    );
  }
+  // When a derived/generic provider is injected, its id is authoritative for
+  // logging and cost attribution even though parseRerankModel returned null.
+  const effectiveProviderId = providerConfig.id || providerId;

  const token = credentials?.apiKey || credentials?.accessToken;
  if (!token) {
-    return errorResponse(401, `No credentials for rerank provider: ${providerId}`);
+    return errorResponse(401, `No credentials for rerank provider: ${effectiveProviderId}`);
  }

  const requestBody = transformRequestForProvider(providerConfig, {
@@ -275,8 +280,8 @@ export async function handleRerank({
        method: "POST",
        path: "/v1/rerank",
        status: res.status,
-        model: `${providerId}/${modelId}`,
-        provider: providerId,
+        model: `${effectiveProviderId}/${modelId}`,
+        provider: effectiveProviderId,
        connectionId: connectionId || undefined,
        duration: Date.now() - startTime,
        requestBody,
@@ -296,14 +301,14 @@ export async function handleRerank({
    });

    const searchUnits = Number(result?.meta?.billed_units?.search_units) || 0;
-    const costUsd = await calculateModalCost("rerank", providerId, modelId, { searchUnits });
+    const costUsd = await calculateModalCost("rerank", effectiveProviderId, modelId, { searchUnits });

    saveCallLog({
      method: "POST",
      path: "/v1/rerank",
      status: 200,
-      model: `${providerId}/${modelId}`,
-      provider: providerId,
+      model: `${effectiveProviderId}/${modelId}`,
+      provider: effectiveProviderId,
      connectionId: connectionId || undefined,
      duration: Date.now() - startTime,
      tokens: { prompt_tokens: 0, completion_tokens: 0 },
@@ -315,7 +320,7 @@ export async function handleRerank({

    const headers = new Headers({ ...CORS_HEADERS, "Content-Type": "application/json" });
    attachOmniRouteMetaHeaders(headers, {
-      provider: providerId,
+      provider: effectiveProviderId,
      model: modelId,
      costUsd,
      latencyMs: Date.now() - startTime,
--- a/open-sse/services/autoCombo/routerStrategy.ts
+++ b/open-sse/services/autoCombo/routerStrategy.ts
@@ -3,7 +3,7 @@
 *
 * Inspired by ClawRouter commit 14c83c258 "refactor: extract routing into pluggable RouterStrategy system".
 * Provides a RouterStrategy interface and built-in implementations:
- *   - RulesStrategy (default): wraps the existing 15-factor scoring engine
+ *   - RulesStrategy (default): wraps the existing 16-factor scoring engine
 *   - ScoreStrategy: highest configured weighted score, with explicit exploration
 *   - CostStrategy: always picks cheapest available model
 *   - LatencyStrategy: prioritizes low p95 latency with reliability weighting
@@ -53,7 +53,7 @@ export interface RouterStrategy {
  select(pool: ProviderCandidate[], context: RoutingContext): RoutingDecision;
 }

-// ── RulesStrategy: wraps 15-factor scoring engine ───────────────────────────
+// ── RulesStrategy: wraps 16-factor scoring engine ───────────────────────────

 function toSpeedCandidate(c: ProviderCandidate): SpeedCandidate {
  return {
@@ -87,7 +87,7 @@ function toSpeedCandidate(c: ProviderCandidate): SpeedCandidate {

 class RulesStrategyImpl implements RouterStrategy {
  readonly name = "rules";
-  readonly description = "15-factor weighted scoring (see DEFAULT_WEIGHTS)";
+  readonly description = "16-factor weighted scoring (see DEFAULT_WEIGHTS)";

  select(pool: ProviderCandidate[], context: RoutingContext): RoutingDecision {
    const eligible = pool.filter((c) => c.circuitBreakerState !== "OPEN");
--- a/open-sse/services/autoCombo/scoring.ts
+++ b/open-sse/services/autoCombo/scoring.ts
@@ -29,6 +29,13 @@ export interface ScoringFactors {
   * observed events default to neutral (0.5) and are never penalized.
   */
  quality?: number;
+  /**
+   * Observed success share over the routing window: 1 - failure rate. Optional
+   * so a candidate nobody has called yet reads as 1 rather than 0 -- it has not
+   * failed anything. That differs from `quality` on purpose: a score with no
+   * observations is neutral at 0.5, a failure rate with no observations is 0.
+   */
+  reliability?: number;
 }

 export interface ScoringWeights {
@@ -48,6 +55,8 @@ export interface ScoringWeights {
  connectionDensity: number;
  /** Weight for the feedback-driven quality factor (#feedback-foundation). */
  quality?: number;
+  /** Weight for the observed failure-rate factor. 0 by default. */
+  reliability?: number;
 }

 export const DEFAULT_WEIGHTS: ScoringWeights = {
@@ -69,6 +78,12 @@ export const DEFAULT_WEIGHTS: ScoringWeights = {
  // the new quality signal (observed output quality over time) gets a real,
  // if smaller, vote. Sum remains exactly 1.0.
  quality: 0.03,
+  // Declared but silent, like `cacheAffinity` and `resetWindowAffinity`: every
+  // candidate already carries a measured failure rate (24h of usage history
+  // behind a ten-sample floor, real-time metrics otherwise) and the scorer had
+  // no way to read it. Which weight it deserves is a product call backed by
+  // measurement, so this ships at 0 and leaves the ranking exactly as it was.
+  reliability: 0,
 };

 /** Normalize independently configured UI weights into a scoring distribution. */
@@ -162,7 +177,10 @@ export function calculateScore(factors: ScoringFactors, weights: ScoringWeights)
      (weights.connectionDensity ?? 0) * factors.connectionDensity +
      // Missing quality factor → neutral 0.5: a cold candidate is neither boosted
      // (which would let optimistic initialization dominate) nor penalized.
-      (weights.quality ?? 0) * (factors.quality ?? 0.5)
+      (weights.quality ?? 0) * (factors.quality ?? 0.5) +
+      // Missing reliability factor -> neutral 1, not 0.5: a candidate with no
+      // observations has not failed anything. See the field doc on ScoringFactors.
+      (weights.reliability ?? 0) * (factors.reliability ?? 1)
  );
 }

@@ -255,6 +273,17 @@ export function computePoolMaxima(pool: ProviderCandidate[]): PoolMaxima {
  return { maxCost, maxLatency, maxStdDev };
 }

+/**
+ * Bound an observed failure rate to [0,1], treating anything missing or
+ * non-finite as 0 (nothing observed has failed). Mirrors `toBoundedRate` in
+ * `speedRanking.ts` so both consumers of the same signal agree, including on
+ * garbage input.
+ */
+function boundedRate(value: number | null | undefined): number {
+  if (typeof value !== "number" || !Number.isFinite(value) || value < 0) return 0;
+  return Math.min(1, value);
+}
+
 export function calculateFactors(
  candidate: ProviderCandidate,
  pool: ProviderCandidate[],
@@ -292,6 +321,13 @@ export function calculateFactors(
    // Feedback quality signal; neutral 0.5 when the tracker has no data yet
    // (cold providers are neither boosted nor unfairly penalized).
    quality: clamp01(candidate.quality ?? 0.5),
+    // Same formula and same precedence as `speedRanking.ts` uses for its own
+    // reliability factor: an explicit failure rate wins over the coarser error
+    // rate, and an unobserved candidate reads as fully reliable. The rate is
+    // bounded BEFORE the subtraction, exactly as `toBoundedRate` does there --
+    // `clamp01(1 - NaN)` would be 0, i.e. "fails every call", which is the
+    // opposite of what corrupt telemetry should mean.
+    reliability: clamp01(1 - boundedRate(candidate.failureRate ?? candidate.errorRate)),
  };
 }

--- a/Show More
+++ b/Show More
				`@@ -0,0 +1 @@`
				- feat(ui): enable React Compiler (`reactCompiler: true` + `babel-plugin-react-compiler`) for automatic memoization at build time ([#11783](https://github.com/diegosouzapw/OmniRoute/pull/11783)) — thanks @jonlwheat2-gif
				`@@ -0,0 +1 @@`
				- feat(sse): treat `max` as a first-class reasoning-effort tier and clamp per model family (GLM 5.1+/DeepSeek V4+/Kimi K3+ keep native `max`; o1/MiniMax/Grok/Muse Spark clamp to their upstream ceiling) ([#11875](https://github.com/diegosouzapw/OmniRoute/pull/11875)) — thanks @Chewji9875
				`@@ -0,0 +1 @@`
				`- Add a runtime feature flag to disable universal context handoffs globally without changing the default behavior.`
				`@@ -0,0 +1 @@`
				- feat(providers): the provider plugin manifest now also advertises a `usage-supported` capability for the 46 providers whose usage API is accepted by the server and Dashboard routes, so integrators can distinguish "the server will serve quota for this provider" from "a fetcher is wired" without reading TypeScript. Discovery only — no fetcher or quota change. `usage-fetch` resolves on id or alias (the usage dispatcher accepts both); `usage-supported` resolves on id alone, matching the runtime guard `USAGE_SUPPORTED_PROVIDERS.includes(providerId)`. `USAGE_SUPPORTED_PROVIDERS` moved to a zero-dependency leaf (`open-sse/services/usage/supportedProviders.ts`) and is re-exported from `providers.ts`, mirroring the `fetcherProviders` leaf from #11903 and keeping the manifest a light module. ([#12214](https://github.com/diegosouzapw/OmniRoute/pull/12214)) — thanks @maxmad64bis
				`@@ -0,0 +1 @@`
				- feat(rankings): order Free Provider Rankings by what each provider actually served — `GET /api/free-provider-rankings?sortBy=reliability` and a "Most reliable first" toggle on the page. Providers with too few calls to state a success rate keep their score order below the measured ones; the default order is unchanged ([#12218](https://github.com/diegosouzapw/OmniRoute/pull/12218)).
				`@@ -0,0 +1 @@`
				`- feat(usage): Devin CLI agentic quota (Codeium seat-management GetUserStatus) and OpenRouter key limits plus account credits now surface in Provider Limits ([#12256](https://github.com/diegosouzapw/OmniRoute/pull/12256) — thanks @Neuron-Mr-White)`
				`@@ -0,0 +1 @@`
				- feat(auto-combo): Auto-Combo scoring can now weigh how often a provider/model has actually succeeded. The engine already carried that number on every candidate — 24 hours of usage history behind a ten-sample floor, real-time metrics otherwise — and the scoring function never read it, while the weight table described `stability` as if it did. `reliability` (`1 - failureRate`, with the same field precedence and the same rate-bounding the speed ranking already uses, so a corrupt reading means "nothing observed" rather than "fails every call") is now a declared factor shipping at weight `0`, so routing is unchanged until an operator gives it one, and the `stability` description now matches what that factor computes ([#12317](https://github.com/diegosouzapw/OmniRoute/pull/12317))
				`@@ -0,0 +1 @@`
				- feat(routing): With `freeAccessPolicy: "strict"`, the read-only candidate listing (`GET /v1/auto-combo/{channel}/candidates`) no longer hides the candidates the zero-cost guard excludes — the same read-only transparency the resilience filter already honours (#9133). Each candidate now carries `freeAccessExclusion` saying why it would be kept out, and it tells an exhausted allowance apart from a quota reading that never arrived or went stale, which used to look identical from the outside. Routing is unchanged: the listing reports, it never enforces. The separate `excludeTosAvoid` guard still drops its candidates without a reason; that gap is now documented rather than closed ([#12319](https://github.com/diegosouzapw/OmniRoute/pull/12319))
				`@@ -0,0 +1 @@`
				- feat(radar): The Radar catalog table now shows two facts it was already receiving from the feed and dropping on the floor: the per-model rate limits (requests and tokens, per minute and per day) in a new column, and a badge when a provider's terms state it may train on the prompts you send. A limit of zero renders as zero rather than "rate-only" — for a ceiling those are opposite facts — and a model with no training statement gets no badge, because an absent statement is not a guarantee ([#12320](https://github.com/diegosouzapw/OmniRoute/pull/12320))
				`@@ -0,0 +1 @@`
				`- feat(radar): explain Community, single-use, contributor, supporter, recovery, abuse, offers, and privacy rules before either Radar activation action, and remove the superseded fixed-PR grant promise from every UI locale ([#12342](https://github.com/diegosouzapw/OmniRoute/pull/12342))`