build(deps): bump github/codeql-action/analyze from 4.37.8 to 4.37.9

Bumps [github/codeql-action/analyze](https://github.com/github/codeql-action) from 4.37.8 to 4.37.9. - [Release notes](https://github.com/github/codeql-action/releases) - [Changelog](https://github.com/github/codeql-action/blob/main/CHANGELOG.md) - [Commits](db488ddef3...cdf488f595) --- updated-dependencies: - dependency-name: github/codeql-action/analyze dependency-version: 4.37.9 dependency-type: direct:production update-type: version-update:semver-patch ... Signed-off-by: dependabot[bot] <support@github.com>
chore(deps): freeze onnxruntime-node and eslint-plugin-react-hooks out of dependabot groups (#12329 )
2026-09-02 04:42:17 +03:00 · 2026-09-01 18:57:45 +00:00 · 2026-09-01 15:54:04 -03:00 · 2026-09-01 15:37:48 -03:00 · 2026-09-01 15:36:39 -03:00 · 2026-09-01 12:08:31 -03:00
535 changed files with 42404 additions and 12466 deletions
--- a/.env.example
+++ b/.env.example
@@ -812,6 +812,7 @@ NEXT_PUBLIC_ENABLE_SOCKS5_PROXY=true
 # CLI_CRUSH_BIN=crush
 # CLI_OMP_BIN=omp
 # CLI_LETTA_BIN=letta
+# CLI_PRIME_AGENT_BIN=prime-agent
 # Windsurf has no default binary — set this to enable binary detection for it.
 # CLI_WINDSURF_BIN=windsurf
 # CLI_AUGGIE_BIN=auggie
@@ -2466,14 +2467,6 @@ APP_LOG_TO_FILE=true
 # When enabled, the node authenticates with the API key stored on its connection.
 # AUDIO_REMOTE_PROVIDER_NODES=false

-# ── 1Proxy egress pool ──
-# Used by: src/lib/oneproxySync.ts — fetches proxy nodes from the OmniRoute
-# CrofAI 1Proxy service. Disable, override URL, or tune the import quality.
-# ONEPROXY_ENABLED=true
-# ONEPROXY_API_URL=https://1proxy-api.aitradepulse.com
-# ONEPROXY_MAX_PROXIES=500
-# ONEPROXY_MIN_QUALITY_THRESHOLD=50
-
 # ── Free Proxy Pool (auto-sync scheduler) ──
 # Background refresh of the free-proxy pool. Opt-in, OFF by default (parallels
 # Hard Rule #20's default-off posture for data-mutating background features).
@@ -2892,6 +2885,14 @@ QUOTA_STORE_DRIVER=sqlite
 # PROMPTQL_TOKEN_REFRESH_URL=https://auth.pro.ql.app/ddn/project/token
 # PROMPTQL_POLL_TIMEOUT_MS=180000

+# ─────────────────────────────────────────────────────────────────────────────
+# Kilo Code usage quotas (src/shared/constants/providers/kilocode.ts)
+# Personal USD balance and Kilo Pass usage lookup. Optional — the default
+# points at the public Kilo API; override only for a relay/test fixture.
+# Authentication uses the connection's existing OAuth access token.
+# Used by: open-sse/services/usage/kilocode.ts
+# ─────────────────────────────────────────────────────────────────────────────
+# KILO_API_URL=https://api.kilo.ai
 # ─────────────────────────────────────────────────────────────────────────────
 # HyperAgent web provider (Unofficial/Experimental — src/shared/constants/providers/web-cookie.ts)
 # Reverse-engineered session bridge for hyperagent.com. Optional — defaults
@@ -2911,7 +2912,12 @@ QUOTA_STORE_DRIVER=sqlite
 # CHATGPT_WEB_CODEX_CDP_URL=http://chatgpt-web-codex-browser:9223
 # CHATGPT_WEB_CODEX_TUNNEL_ID=tunnel_0123456789abcdef0123456789abcdef
 # CHATGPT_WEB_CODEX_RUNTIME_KEY=
-# CHATGPT_WEB_CODEX_CONNECTOR_NAME=OmniRoute Codex
+# CHATGPT_WEB_CODEX_CONNECTOR_NAME=OmniRoute Codex v2
+# CODEX_CHATGPT_WEB_HOME=/var/lib/omniroute/chatgpt-web-codex
+# CODEX_CHATGPT_WEB_BROWSER_DIAGNOSTICS=0
+# CODEX_CHATGPT_WEB_LAUNCHER=/absolute/path/to/codex-chatgpt-web
+# CODEX_CHATGPT_WEB_BUN=/absolute/path/to/bun
+# CODEX_WEB_GPT_BUN=/absolute/path/to/bun

 # ─────────────────────────────────────────────────────────────────────────────
 # Browser-login VNC sessions (optional — src/lib/vncSession/manifest.ts)
--- 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/.github/workflows/codeql.yml
+++ b/.github/workflows/codeql.yml
@@ -26,6 +26,6 @@ jobs:
        with:
          languages: javascript-typescript
          queries: security-extended
-      - uses: github/codeql-action/analyze@db488ddef3bf6cb639b32c2e9a7c0a7ea8271d28 # v4.37.8
+      - uses: github/codeql-action/analyze@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4.37.9
        with:
          category: "/language:javascript-typescript"
--- 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`                             |
@@ -494,6 +494,12 @@ Why this matters: fixing bug A while opening bug B is worse than not fixing at a
  pipeline, and A2A skills.
 - Do not close a contributor pull request after using its code; merge it through GitHub so
  the contributor receives credit.
+- **Never merge a PR that touches an agent-instruction surface without explicit operator
+  approval** — `CLAUDE.md`, `AGENTS.md`, `GEMINI.md`, `llm.txt` (+ mirrors) and
+  `skills/**/SKILL.md` are executed as authority by every AI session; a merged instruction
+  compromises every future agent run. Check with `gh pr diff <N> --name-only` before any
+  merge. Incident record: PR #11770 (2026-09-01) told agents to execute a third-party
+  setup script and was swept in by a merge campaign; reverted in #12249.

 ---

--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -73,6 +73,9 @@ npm run dev
 npm run build    # next build → .build/next/ then assembleStandalone → dist/
 npm run start

+# Fast backend/API-only compile for contributor changes
+npm run build:contributor
+
 # Release build (clean rebuild + HEAD sentinel — required for deploy)
 npm run build:release   # rm -rf .build dist && build + writes dist/BUILD_SHA

@@ -80,6 +83,10 @@ npm run build:release   # rm -rf .build dist && build + writes dist/BUILD_SHA
 PORT=20128 NEXT_PUBLIC_BASE_URL=http://localhost:20128 npm run dev
 ```

+The contributor build performs compile-only validation: it does not assemble the standalone
+distribution or build optional native packaging assets. Use the regular production build when
+you need to validate the shippable bundle.
+
 ### Build Output Layout

 | Directory | Contents                                                                  | Tracked |
@@ -100,6 +107,11 @@ npm run build
 `npm run build:release` additionally cleans both directories first and writes
 `dist/BUILD_SHA` (= `git rev-parse --short HEAD`) as a deploy integrity sentinel.

+`npm run build:contributor` uses the backend-only build profile. It temporarily stubs
+dashboard UI files while building, keeps API route handlers, and restores the original files
+after the build. Use `npm run build` for changes that affect the dashboard UI or for full
+release validation; the contributor profile is not a replacement for the release build.
+
 > **VPS deploy note:** the remote image directory `/usr/lib/node_modules/omniroute/app/`
 > is unchanged. The deploy skills rsync the contents of `dist/` into it.
 > Only the in-repo build output path moved (`app/` → `dist/`).
--- a/Dockerfile.bun
+++ b/Dockerfile.bun
@@ -1,5 +1,5 @@
 # ── Multi-stage Dockerfile for Native Bun Runtime (web-latest-bun) ───────────
-FROM oven/bun:1.3.14-slim AS base
+FROM oven/bun:1.4.0-slim AS base
 WORKDIR /app

 RUN apt-get update \
@@ -58,7 +58,7 @@ ENV NODE_ENV=production
 RUN bun run --quiet build

 # ── Runner Base stage (100% Bun Native Production Runtime) ──────────────────
-FROM oven/bun:1.3.14-slim AS runner-base
+FROM oven/bun:1.4.0-slim AS runner-base

 LABEL org.opencontainers.image.title="omniroute" \
  org.opencontainers.image.description="Unified AI proxy — route any LLM through one endpoint (Bun Native)" \
--- 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 Brasil](https://img.shields.io/badge/WhatsApp_Brasil-25D366?style=for-the-badge&logo=whatsapp&logoColor=white)](https://chat.whatsapp.com/LTSpdFhXTxjH4R6CCNiKWz)
+[![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>

 ##

@@ -1183,9 +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/JI7cDQ1GyaiDHhVBpLxf8b?mode=gi_t)                                              |
-| 🟢 **WhatsApp — 🇧🇷 Brasil**                | [entrar no grupo](https://chat.whatsapp.com/LTSpdFhXTxjH4R6CCNiKWz)                                                       |
+| 🟢 **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)                     |
 | 📦 **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` |
@@ -1268,7 +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/THIRD_PARTY_NOTICES.md
+++ b/THIRD_PARTY_NOTICES.md
@@ -3,8 +3,8 @@
 ## codex-chatgpt-web

 Parts of `open-sse/vendor/codex-chatgpt-web/` are adapted from
-[`miuuyy/codex-chatgpt-web`](https://github.com/miuuyy/codex-chatgpt-web), commit
-`55592fca0ba19a27f1b769cec8fff61ff340a785`.
+[`miuuyy/codex-chatgpt-web`](https://github.com/miuuyy/codex-chatgpt-web), v4.0.7 commit
+`b59d7dc51b84fb1f465ff1d00f5207f3b2b4a494`.

 MIT License

--- a/bin/chatgpt-web-codex-mcp.mjs
+++ b/bin/chatgpt-web-codex-mcp.mjs
@@ -32,17 +32,20 @@ export function resolveChatGptWebCodexMcpEntry(rootDir = root, exists = existsSy
  return candidates.find((candidate) => exists(candidate)) ?? null;
 }

+export async function loadChatGptWebCodexMcpModule(entry) {
+  if (entry.endsWith(".ts")) {
+    await import("tsx/esm");
+  }
+  return import(pathToFileURL(entry).href);
+}
+
 export async function startChatGptWebCodexMcp(args = process.argv.slice(2), rootDir = root) {
  const socketIndex = args.indexOf("--broker-socket");
  const brokerSocketPath = socketIndex >= 0 ? args[socketIndex + 1] : undefined;
  if (!brokerSocketPath) throw new Error("--broker-socket is required");
  const entry = resolveChatGptWebCodexMcpEntry(rootDir);
  if (!entry) throw new Error("ChatGPT Web (Codex) MCP entrypoint was not found");
-  if (entry.endsWith(".ts")) {
-    const { register } = await import("node:module");
-    register("tsx/esm", pathToFileURL(`${rootDir}/`));
-  }
-  const module = await import(pathToFileURL(entry).href);
+  const module = await loadChatGptWebCodexMcpModule(entry);
  await module.runChatGptMcpServer({ brokerSocketPath });
 }

--- 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/12241-stream-payload-collector-clone-deferral.md
+++ b/changelog.d/features/12241-stream-payload-collector-clone-deferral.md
@@ -0,0 +1 @@
+- **perf(sse):** defer `cloneLogPayload()` in the structured SSE collector until after the `maxEvents`/`maxBytes` cap check, eliminating ~9,800 wasted `structuredClone` calls per streaming response (65–71% faster `push()`). Reducer snapshot isolation restored for OpenAI and Responses summaries ([#12241](https://github.com/diegosouzapw/OmniRoute/pull/12241)) — thanks @PauloHSOliveira
--- 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/orchestration-canvas.md
+++ b/changelog.d/features/orchestration-canvas.md
@@ -0,0 +1 @@
+- New `/dashboard/orchestration` page: live unified view of everything running — Cloud Agent, A2A and Conductor as a real-time graph (Agents tab), the combo cascade (Routing tab, reusing the Combo Live Studio) and a state kanban (Overview tab), with a detail drawer (trace, cost, approve/cancel). Read-only over existing APIs — no new backend. Canvas concept credit: PR #11815 design
--- a/changelog.d/features/rpd-rate-limit-override.md
+++ b/changelog.d/features/rpd-rate-limit-override.md
@@ -0,0 +1 @@
+- **feat(providers):** add RPD (Requests Per Day) limit to provider rate limit overrides across UI, schemas, DB, and i18n ([#PR_NUMBER](https://github.com/diegosouzapw/OmniRoute/pull/PR_NUMBER))
--- 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/12206-responses-system-content-parts.md
+++ b/changelog.d/fixes/12206-responses-system-content-parts.md
@@ -0,0 +1 @@
+- **fix(translator):** the leading `system` message now reaches Responses-API upstreams when its `content` is a content-part array — it was read as `typeof content === "string" ? content : ""`, so a prompt-caching client (Anthropic `cache_control`, the shape LiteLLM and the Anthropic SDK emit) had its entire system prompt replaced by an empty `instructions`. The request was still accepted with a normal `prompt_tokens` count, so the model answered with no instructions and nothing in the response said they were missing. Mid-conversation system turns already handled the array shape ([#7056](https://github.com/diegosouzapw/OmniRoute/pull/7056)); only the first one did not ([#12206](https://github.com/diegosouzapw/OmniRoute/issues/12206)). Regression guard: `tests/unit/translator-openai-responses-system-content-parts.test.ts`.
--- 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/12222-claude-org-oauth-dedup.md
+++ b/changelog.d/fixes/12222-claude-org-oauth-dedup.md
@@ -0,0 +1 @@
+- **fix(oauth):** Keep a Claude personal workspace and a Team organization as separate connections — they share the same email and `accountUUID`, so the email-only OAuth dedup let the second login overwrite the first account's tokens; `organizationUUID` now disambiguates them, the way `workspaceId` does for Codex ([#12222](https://github.com/diegosouzapw/OmniRoute/pull/12222))
--- 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/12262-reasoning-truncation-quality-guard.md
+++ b/changelog.d/fixes/12262-reasoning-truncation-quality-guard.md
@@ -0,0 +1 @@
+- **fix(sse):** trust `finish_reason: "length"`/`"max_tokens"` over the reasoning-consumed-token ratio in response quality validation, so a reasoning model truncated below the old 90% threshold correctly fails and retries instead of returning empty content as a silent "success" ([#12262](https://github.com/diegosouzapw/OmniRoute/pull/12262))
--- 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/native-codex-turn-pin-model-scoped-fallback.md
+++ b/changelog.d/fixes/native-codex-turn-pin-model-scoped-fallback.md
@@ -0,0 +1 @@
+- **fix(combo):** return non-retryable HTTP 400 when all candidates for a pinned native Codex turn are unavailable due to model-scoped lockout, terminating the turn cleanly while preserving turn continuity and enabling standard Combo routing on subsequent turns
--- a/changelog.d/maintenance/12226-free-verdict-two-regimes.md
+++ b/changelog.d/maintenance/12226-free-verdict-two-regimes.md
@@ -0,0 +1 @@
+- **docs(free-tier):** declare the counting vs deciding regimes for "is it free?" and guard the deciding path from DB-backed catalog resolution ([#12226](https://github.com/diegosouzapw/OmniRoute/pull/12226))
--- 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
@@ -13,6 +13,7 @@
    "@dnd-kit/core",
    "@dnd-kit/sortable",
    "@dnd-kit/utilities",
+    "@eslint/compat",
    "@huggingface/transformers",
    "@lobehub/icons",
    "@modelcontextprotocol/sdk",
@@ -40,6 +41,8 @@
    "@types/ws",
    "@vitejs/plugin-react",
    "@xyflow/react",
+    "ajv",
+    "ajv-formats",
    "axios",
    "bcryptjs",
    "better-sqlite3",
@@ -63,6 +66,7 @@
    "eslint-config-next",
    "eslint-plugin-react-hooks",
    "eslint-plugin-sonarjs",
+    "espree",
    "express",
    "fast-check",
    "fetch-socks",
@@ -113,6 +117,7 @@
    "pino-abstract-transport",
    "pino-pretty",
    "playwright",
+    "playwright-core",
    "playwright-ctrf-json-reporter",
    "prettier",
    "promptfoo",
@@ -133,6 +138,7 @@
    "sqlite-vec",
    "tailwind-merge",
    "tailwindcss",
+    "tiktoken",
    "tls-client-node",
    "tsup",
    "tsx",
--- a/config/quality/eslint-suppressions.json
+++ b/config/quality/eslint-suppressions.json
@@ -297,11 +297,6 @@
      "count": 1
    }
  },
-  "open-sse/handlers/videoGeneration/openai.ts": {
-    "@typescript-eslint/no-unused-vars": {
-      "count": 1
-    }
-  },
  "open-sse/mcp-server/__tests__/a2aLifecycle.test.ts": {
    "@typescript-eslint/no-explicit-any": {
      "count": 1
@@ -806,26 +801,11 @@
      "count": 1
    }
  },
-  "open-sse/utils/streamPayloadCollector.ts": {
-    "no-restricted-syntax": {
-      "count": 1
-    }
-  },
  "open-sse/utils/usageTracking.ts": {
    "@typescript-eslint/no-unused-vars": {
      "count": 1
    }
  },
-  "open-sse/vendor/codex-chatgpt-web/adapters/chatgpt-web/browser-worker.ts": {
-    "@typescript-eslint/no-unused-vars": {
-      "count": 1
-    }
-  },
-  "open-sse/vendor/codex-chatgpt-web/adapters/chatgpt-web/environment.ts": {
-    "@typescript-eslint/no-unused-vars": {
-      "count": 1
-    }
-  },
  "src/app/(dashboard)/dashboard/HomePageClient.tsx": {
    "@typescript-eslint/no-unused-vars": {
      "count": 2
@@ -834,14 +814,6 @@
  "src/app/(dashboard)/dashboard/a2a/page.tsx": {
    "@typescript-eslint/no-unused-vars": {
      "count": 6
-    },
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
-  "src/app/(dashboard)/dashboard/acp-agents/page.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
    }
  },
  "src/app/(dashboard)/dashboard/analytics/CompressionAnalyticsTab.tsx": {
@@ -854,26 +826,11 @@
      "count": 1
    }
  },
-  "src/app/(dashboard)/dashboard/batch/components/wizard/CostEstimateStep.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
  "src/app/(dashboard)/dashboard/batch/components/wizard/InputStep.tsx": {
    "@typescript-eslint/no-unused-vars": {
      "count": 1
    }
  },
-  "src/app/(dashboard)/dashboard/batch/components/wizard/JsonlValidationStep.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
-  "src/app/(dashboard)/dashboard/batch/files/page.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
  "src/app/(dashboard)/dashboard/cli-agents/CliAgentsPageClient.tsx": {
    "no-restricted-syntax": {
      "count": 4
@@ -909,21 +866,6 @@
      "count": 6
    }
  },
-  "src/app/(dashboard)/dashboard/conductor/ConductorPageClient.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
-  "src/app/(dashboard)/dashboard/conductor/FaroChat.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
-  "src/app/(dashboard)/dashboard/conversations/page.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 2
-    }
-  },
  "src/app/(dashboard)/dashboard/costs/CostOverviewTab.tsx": {
    "@typescript-eslint/no-unused-vars": {
      "count": 1
@@ -944,32 +886,9 @@
      "count": 1
    }
  },
-  "src/app/(dashboard)/dashboard/discovery/DiscoveryPageClient.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
-  "src/app/(dashboard)/dashboard/free-provider-rankings/page.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
  "src/app/(dashboard)/dashboard/health/ProviderHealthAutopilotCard.tsx": {
    "@typescript-eslint/no-unused-vars": {
      "count": 1
-    },
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
-  "src/app/(dashboard)/dashboard/health/ProviderHealthMatrixCard.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
-  "src/app/(dashboard)/dashboard/health/TelemetryCard.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
    }
  },
  "src/app/(dashboard)/dashboard/health/page.tsx": {
@@ -977,17 +896,9 @@
      "count": 1
    }
  },
-  "src/app/(dashboard)/dashboard/log-export/LogExportPageClient.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
  "src/app/(dashboard)/dashboard/mcp/page.tsx": {
    "@typescript-eslint/no-unused-vars": {
      "count": 2
-    },
-    "react-hooks/set-state-in-effect": {
-      "count": 2
    }
  },
  "src/app/(dashboard)/dashboard/onboarding/page.tsx": {
@@ -995,26 +906,11 @@
      "count": 1
    }
  },
-  "src/app/(dashboard)/dashboard/playground/components/tabs/ApiTab.tsx": {
-    "react-hooks/exhaustive-deps": {
-      "count": 1
-    }
-  },
  "src/app/(dashboard)/dashboard/playground/components/tabs/CompareTab.tsx": {
    "@typescript-eslint/no-unused-vars": {
      "count": 1
    }
  },
-  "src/app/(dashboard)/dashboard/plugins/[name]/config/page.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
-  "src/app/(dashboard)/dashboard/plugins/page.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
  "src/app/(dashboard)/dashboard/providers/[id]/ProviderDetailPageClient.tsx": {
    "@typescript-eslint/no-unused-vars": {
      "count": 2
@@ -1090,11 +986,6 @@
      "count": 1
    }
  },
-  "src/app/(dashboard)/dashboard/relay/RelayProxyClient.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
  "src/app/(dashboard)/dashboard/resilience/connections/components/ConnectionDetail.tsx": {
    "@typescript-eslint/no-unused-vars": {
      "count": 1
@@ -1105,19 +996,6 @@
      "count": 1
    }
  },
-  "src/app/(dashboard)/dashboard/resilience/connections/components/ResilienceConnectionsClient.tsx": {
-    "react-hooks/purity": {
-      "count": 1
-    },
-    "react-hooks/refs": {
-      "count": 1
-    }
-  },
-  "src/app/(dashboard)/dashboard/runtime/components/ModelCooldownsCard.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
  "src/app/(dashboard)/dashboard/search-tools/components/SearchHistory.tsx": {
    "@typescript-eslint/no-unused-vars": {
      "count": 1
@@ -1163,11 +1041,6 @@
      "count": 1
    }
  },
-  "src/app/(dashboard)/dashboard/settings/components/ModelAliasesTab.tsx": {
-    "@typescript-eslint/no-unused-vars": {
-      "count": 1
-    }
-  },
  "src/app/(dashboard)/dashboard/settings/components/ModelCapabilityOverridesTab.tsx": {
    "@typescript-eslint/no-unused-vars": {
      "count": 1
@@ -1193,41 +1066,16 @@
      "count": 1
    }
  },
-  "src/app/(dashboard)/dashboard/settings/components/SessionInfoCard.tsx": {
-    "react-hooks/exhaustive-deps": {
-      "count": 1
-    }
-  },
  "src/app/(dashboard)/dashboard/settings/components/SystemStorageTab.tsx": {
    "@typescript-eslint/no-unused-vars": {
      "count": 1
    }
  },
-  "src/app/(dashboard)/dashboard/settings/components/useProxyPoolModal.ts": {
-    "@typescript-eslint/no-unused-vars": {
-      "count": 1
-    }
-  },
  "src/app/(dashboard)/dashboard/tools/agent-bridge/components/AgentList.tsx": {
    "no-restricted-syntax": {
      "count": 3
    }
  },
-  "src/app/(dashboard)/dashboard/tools/agent-bridge/components/ModelSelectorModal.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
-  "src/app/(dashboard)/dashboard/tools/agent-bridge/components/SetupWizard.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
-  "src/app/(dashboard)/dashboard/tools/traffic-inspector/components/CustomHostsManager.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
  "src/app/(dashboard)/dashboard/tools/traffic-inspector/components/RequestStreamingList.tsx": {
    "@typescript-eslint/no-unused-vars": {
      "count": 1
@@ -1238,11 +1086,6 @@
      "count": 1
    }
  },
-  "src/app/(dashboard)/dashboard/translator/components/MonitorTab.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
  "src/app/(dashboard)/dashboard/translator/components/ResultNarrated.tsx": {
    "@typescript-eslint/no-unused-vars": {
      "count": 1
@@ -1258,11 +1101,6 @@
      "count": 1
    }
  },
-  "src/app/(dashboard)/dashboard/usage/components/ProviderLimits/ProviderLimitCard.tsx": {
-    "@typescript-eslint/no-unused-vars": {
-      "count": 3
-    }
-  },
  "src/app/(dashboard)/dashboard/usage/components/ProviderLimits/index.tsx": {
    "@typescript-eslint/no-unused-vars": {
      "count": 1
@@ -1283,26 +1121,11 @@
      "count": 1
    }
  },
-  "src/app/(dashboard)/dashboard/webhooks/WebhooksPageClient.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
  "src/app/(dashboard)/dashboard/webhooks/__tests__/webhook-wizard.test.tsx": {
    "@typescript-eslint/no-unused-vars": {
      "count": 1
    }
  },
-  "src/app/(dashboard)/dashboard/webhooks/components/AddWebhookWizard.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
-  "src/app/(dashboard)/dashboard/webhooks/components/WebhookDeliveriesPanel.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
  "src/app/api/assess/route.ts": {
    "@typescript-eslint/no-unused-vars": {
      "count": 1
@@ -1561,26 +1384,11 @@
      "count": 1
    }
  },
-  "src/app/docs/components/FeedbackWidget.tsx": {
-    "@typescript-eslint/no-unused-vars": {
-      "count": 1
-    }
-  },
-  "src/app/global-error.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
  "src/app/login/page.tsx": {
    "@typescript-eslint/no-unused-vars": {
      "count": 3
    }
  },
-  "src/app/status/page.tsx": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
  "src/domain/assessment/assessor.ts": {
    "@typescript-eslint/no-unused-vars": {
      "count": 1
@@ -1609,9 +1417,6 @@
  "src/hooks/useLiveDashboard.ts": {
    "@typescript-eslint/no-unused-vars": {
      "count": 1
-    },
-    "react-hooks/exhaustive-deps": {
-      "count": 2
    }
  },
  "src/lib/a2a/skills/healthReport.ts": {
@@ -1684,11 +1489,6 @@
      "count": 2
    }
  },
-  "src/lib/credentialHealth/scheduler.ts": {
-    "@typescript-eslint/no-unused-vars": {
-      "count": 1
-    }
-  },
  "src/lib/db/apiKeys.ts": {
    "@typescript-eslint/no-unused-vars": {
      "count": 3
@@ -2140,11 +1940,6 @@
      "count": 3
    }
  },
-  "src/shared/components/PricingModal.tsx": {
-    "@typescript-eslint/no-unused-vars": {
-      "count": 1
-    }
-  },
  "src/shared/components/ProxyLogDetail.tsx": {
    "@typescript-eslint/no-unused-vars": {
      "count": 1
@@ -2178,26 +1973,6 @@
      "count": 1
    }
  },
-  "src/shared/components/docs/CodeBlock.tsx": {
-    "@typescript-eslint/no-unused-vars": {
-      "count": 1
-    }
-  },
-  "src/shared/components/docs/DocsBreadcrumbs.tsx": {
-    "@typescript-eslint/no-unused-vars": {
-      "count": 1
-    }
-  },
-  "src/shared/components/docs/DocsSidebar.tsx": {
-    "@typescript-eslint/no-unused-vars": {
-      "count": 1
-    }
-  },
-  "src/shared/components/docs/DocsThemeProvider.tsx": {
-    "@typescript-eslint/no-unused-vars": {
-      "count": 3
-    }
-  },
  "src/shared/constants/agentSkills.ts": {
    "@typescript-eslint/no-unused-vars": {
      "count": 1
@@ -2213,11 +1988,6 @@
      "count": 1
    }
  },
-  "src/shared/hooks/cli/useToolBatchStatuses.ts": {
-    "react-hooks/set-state-in-effect": {
-      "count": 1
-    }
-  },
  "src/shared/hooks/useTheme.ts": {
    "@typescript-eslint/no-unused-vars": {
      "count": 1
@@ -3300,9 +3070,6 @@
  "tests/unit/cli-nodes-commands.test.ts": {
    "@typescript-eslint/no-explicit-any": {
      "count": 15
-    },
-    "@typescript-eslint/no-unused-vars": {
-      "count": 2
    }
  },
  "tests/unit/cli-oauth-commands.test.ts": {
@@ -5286,11 +5053,6 @@
      "count": 1
    }
  },
-  "tests/unit/stream-payload-collector.test.ts": {
-    "@typescript-eslint/no-explicit-any": {
-      "count": 2
-    }
-  },
  "tests/unit/stream-prompt-tokens-zero-upstream.test.ts": {
    "@typescript-eslint/no-unused-vars": {
      "count": 1
@@ -5435,11 +5197,6 @@
      "count": 5
    }
  },
-  "tests/unit/translator-antigravity-to-openai.test.ts": {
-    "@typescript-eslint/no-explicit-any": {
-      "count": 4
-    }
-  },
  "tests/unit/translator-claude-helper-thinking.test.ts": {
    "@typescript-eslint/no-explicit-any": {
      "count": 21
--- a/config/quality/file-size-baseline.json
+++ b/config/quality/file-size-baseline.json
@@ -1,5 +1,7 @@
 {
+  "_rebaseline_2026_08_31_chatgpt_web_v4_vendor": "Pinned MIT vendor refresh from codex-chatgpt-web 0.1.16 to v4.0.6 (commit 09877fa21ffdbf20979623ef501046fc02a750d7). browser-worker.ts is preserved as the reviewed upstream browser protocol implementation; splitting the vendored file would destroy source parity and make future security/liveness updates unauditable. OmniRoute-specific DATA_DIR, Docker CDP, credential-marker, and XML decoding adaptations are covered by the ChatGPT Web Codex focused suite.",
  "_rebaseline_2026_08_20_10531_freebuff_provider": "PR #10531 (adrianaryaputra, feat/freebuff-provider-support, closes #6793) own growth: src/shared/constants/providers/apikey/gateways.ts 1283->1298 (+15, the freebuff APIKEY_PROVIDERS_GATEWAYS catalog entry, additive data at the existing registry chokepoint, same god-file no-split rationale as prior gateways.ts rebaselines) and src/app/(dashboard)/dashboard/providers/[id]/components/modals/AddApiKeyModal.tsx 1062->1067 (+5, freebuff credential placeholder/hint at the existing per-provider switch chokepoint). Covered by tests/unit/freebuff-provider.test.ts (9/9 passing).",
+  "_rebaseline_2026_08_31_12212_openapi_generated": "PR #12212 (docs audit follow-up nº 3): src/app/docs/lib/openapi.generated.ts 171->1347 — the module is emitted by scripts/docs/gen-openapi-module.mjs from docs/openapi.yaml, and the spec now documents all 692 implemented routes (was 276), so the generated output grew with the spec. Frozen at the generator output size; shrink by slimming the spec, never by hand-editing the generated module. Covered by tests/unit/openapi-security-tiers.test.ts (6/6) and the check:api-docs-refs gate (692/692 paths with a real route).",
  "_rebaseline_2026_08_21_10987_logfare_provider": "PR #10987 (jonlwheat2-gif, feat/10644-logfare-provider, closes #10644) own growth: src/shared/constants/providers/apikey/gateways.ts 1298->1321 (+23, the logfare APIKEY_PROVIDERS_GATEWAYS catalog entry with Free badge/freeNote/apiHint documenting the request-logging policy, additive data at the existing registry chokepoint, same god-file no-split rationale as the prior gateways.ts rebaselines: #10531 freebuff, merge-storm 2026-08-11). Covered by tests/unit/logfare-registry.test.ts (1/1 passing).",
  "_rebaseline_2026_08_20_10574_reasoning_transport_fallback": "PR #10574 (jackjinke, fix/responses-reasoning-transport, fixes #10550) own growth: src/sse/handlers/chatHelpers.ts 1017->1019 (+2 = the new reasoningTransportFallback option threaded through executeChatWithBreaker's options destructure and its downstream handleSingleModel call, at the existing per-attempt options-passthrough chokepoint; not extractable without splitting the option-forwarding call itself). Covered by the PR's own reasoning-policy test suite (tests/unit/chatcore-translation-paths.test.ts, tests/unit/combo-attempt-body-isolation-7847.test.ts, tests/unit/reasoning-cache.test.ts, tests/unit/strip-reasoning-blobs-agentic-context-1599.test.ts among others), 446/446 focused tests passing.",
  "_rebaseline_2026_08_18_10517_zed_hosted_oauth_callback_port": "PR #10517 (phatchau036, fix/zed-hosted-oauth-callback-port) own growth: src/shared/components/OAuthModal.tsx 1131->1148 (wc -l; check-file-size.mjs counts via split(\"\\n\").length so the gate sees 1134->1149, +15/+18, crosses the frozen 1134 cap). Wires the zed-hosted native-app callback auto-complete: forceManual gating on isTrueLocalhost for zed-hosted, the loopback-redirect-URI comment block, and the exchangeToken full-URL-as-code branch, all at the existing provider-switch chokepoints this modal already carries growth for (seventh bump: 969->989->993->998->1030->1056->1100->1149; structural shrink tracked in #3501). The actual port-derivation logic lives in src/lib/oauth/providers/zed-hosted.ts (not frozen here) and was hardened during pre-merge review to use the server's own getRuntimePorts() instead of a browser-guessed scheme/port, covered by the new tests/unit/zed-hosted-loopback-port-derivation.test.ts (8/8 passing).",
@@ -459,6 +461,7 @@
    "src/shared/components/ModelSelectModal.tsx": 1366,
    "src/shared/constants/providers/apikey/gateways.ts": 1618,
    "open-sse/vendor/codex-chatgpt-web/bridge.ts": 1665,
+    "open-sse/vendor/codex-chatgpt-web/adapters/chatgpt-web/browser-worker.ts": 4410,
    "_rebaseline_2026_08_11_v3850_merge_storm_provider_registry": "DRIFT do merge-storm 2026-08-11 (99 PRs mergeados no release/v3.8.50). AddApiKeyModal.tsx (PR #8949 ChatGPT Web (Codex) provider) e useProviderConnections.ts/ModelSelectModal.tsx (PRs #9011 combo test-all, #9499 image combos) = UI nova legitima acima do cap; gateways.ts = god-file de catalogo de providers que cresceu com PRs #9009/#9421/#9468/#9594 (qualquer split arriscaria corromper o merge de novo — o proprio PR #9421 quebrou o arquivo); bridge.ts (PR #8949) = ponte Chromium vendored; proxyFetch.ts 1207->1220 = drift herdado de merges. Owner autorizou rebaseline com anotacao (2026-08-11).",
    "src/lib/modelCapabilities.ts": 1287,
    "_rebaseline_2026_08_21_11034_effort_variants": "DRIFT do tip (base-red #9985): modelCapabilities.ts 1016->1072 (+56) acumulado por PRs ja mergeadas no release/v3.8.50 — principalmente #11034 (resolve effort-variant capabilities a partir do modelo base), alem de #10963/#11040/#10987 growth dos catalogos. Tip puro ficou vermelho neste gate; rebaseline no tip por push direto (owner pre-autorizou crescimento legitimo). Nao tocou no arquivo da #11038.",
@@ -495,7 +498,8 @@
      "src/shared/components/ModelSelectModal.tsx": 1138,
      "src/shared/constants/providers/apikey/gateways.ts": 1250
    },
-    "open-sse/executors/commandCode.ts": 1271
+    "open-sse/executors/commandCode.ts": 1271,
+    "src/app/docs/lib/openapi.generated.ts": 1347
  },
  "_rebaseline_base_2026_08_10_proxyfetch": "Base-red fix (green-prs sweep, issue #9985): open-sse/utils/proxyFetch.ts 1207 > cap 1000 — new proxied-TLS fetch helper introduced by the Fal reference-image work. Owner-authorized quick rebaseline to green; structural slim tracked for v3.9.0.",
  "_rebaseline_2026_07_27_v3849_train2": "Merge-train 2 (7 PRs) — owner-approved 2026-07-27. Single entry: chatCore.ts 4955->5006 (#8595, Responses multi-turn image compaction before the context hard-reject). Genuine irreducible growth at the existing compaction chokepoint in handleChatCore — the PR adds a last-resort retry against the concrete budget plus the estimateFinalInputTokens helper, both wired at the pre-existing call site rather than a new branch. Covered by tests/unit/8560-responses-image-compaction.test.ts (4 tests).",
--- a/config/quality/quality-baseline.json
+++ b/config/quality/quality-baseline.json
@@ -104,8 +104,9 @@
      "_rebaseline_2026_07_28_v3849_release": "75.5 -> 99 (+23.5). Aperto EXIGIDO pelo modo --require-tighten do ratchet: a métrica melhorou de verdade no ciclo v3.8.49. A causa é o workflow assíncrono de tradução, que finalmente alcançou o denominador em EN — as rebaselines anteriores (v3.8.39/.44/.47) foram todas afrouxamentos registrando o atraso das traduções, e agora ele foi pago. O coletor SUBTRAI os placeholders (present - placeholder em scripts/quality/collect-metrics.mjs), então os 317 marcadores __MISSING__ que esta release introduziu para o drift de valor já estão descontados dos 99 — o número é honesto, não inflado por placeholder. Medido pelo collect-metrics do CI no run 30404226939."
    },
    "deadExports": {
-      "value": 500,
+      "value": 377,
      "direction": "down",
+      "_tighten_2026_09_01_pr_11950_rebase": "500 -> 377. Measured on PR #11950 after rebasing its unreachable-code cleanup onto release/v3.8.51 tip 4bcd8cee99a0: DEAD_EXPORTS=347 + DEAD_FILES=30 = DEAD_TOTAL=377 via node scripts/check/check-dead-code.mjs.",
      "_rebaseline_2026_08_19_v3850_basereds_9985": "415 -> 416. Measured on release/v3.8.50 tip 14a480453 during the #9985 base-red drain. Removed the 2 genuinely-dead symbols traced to a specific recent change (PR #10148, 2026-08-18): the unused src/lib/quota/providerCapabilities.ts file and the unused ProviderQuotaMonitor interface in providerQuotaTelemetry.ts (418 -> 416). The remaining +1 could not be attributed to a single recent commit after checking every dead-list entry touched since the 2026-08-14 baseline measurement (most are pre-existing debt on files edited for unrelated reasons); rebaselining the residual 1 rather than guessing at removals. Structural cleanup stays tracked in #3501.",
      "_rebaseline_2026_08_09_v3850_post_sweep": "227 -> 230. Measured by npm run check:dead-code on the unmodified release/v3.8.50 tip 382449d593 during the mandatory --full-ci pre-flight. The +3 is inherited cycle drift from the authorized merge sweep; this repair adds no production exports. Rebaseline records the actual tip so ci.yml quality-gate can run, while structural cleanup remains separate debt.",
      "_rebaseline_2026_07_01_v3843_release": "225->227 (+2). v3.8.43 cycle drift, surfaced in the Quality Ratchet job after eslintWarnings was rebaselined (check:dead-code runs there). 227 = measured by check:dead-code (knip) on the release tip 4635076eb. The 5 CI fixes add 0 dead exports: safeHttpHref in linkify.ts is module-local AND used (called by linkifyText); no new exports; test files are not scanned. Tighten via --update next cycle.",
--- a/config/quality/test-discovery-baseline.json
+++ b/config/quality/test-discovery-baseline.json
@@ -1,10 +1,7 @@
 {
  "_comment": "Catraca de test-discovery (check-test-discovery.mjs). Cada entrada e um arquivo de teste que NENHUM runner coleta (ele nunca roda) — divida congelada na auditoria 6A.1 (2026-06-09; 195 originais, 135 religados no node runner em 6A.1c). So pode DIMINUIR: religue o teste (ajustando o glob do runner ou movendo o arquivo) e remova a entrada via --update. NAO adicione novos orfaos — corrija o runner.",
-  "_remaining_13": "13 orfaos restantes: 2 testes de API em settings + 1 snapshot de quota do DB; 4 golden-set + 1 benchmark + 1 teste live + 1 stress (deliberadamente manuais — decidir runner/gating); 3 integration/services (gated RUN_SERVICES_INT=1, sem runner CI).",
+  "_remaining_10": "10 orfaos restantes: 4 golden-set + 1 benchmark + 1 teste live + 1 stress (deliberadamente manuais — decidir runner/gating); 3 integration/services (gated RUN_SERVICES_INT=1, sem runner CI).",
  "orphans": [
-    "src/app/api/settings/__tests__/memory.test.ts",
-    "src/app/api/settings/__tests__/settings.test.ts",
-    "src/lib/db/__tests__/quotaSnapshots.test.ts",
    "tests/benchmarks/pipeline-accuracy.test.ts",
    "tests/golden-set/compression-caveman-v2.test.ts",
    "tests/golden-set/compression-quality.test.ts",
--- a/docker/chatgpt-web-codex-browser/Dockerfile
+++ b/docker/chatgpt-web-codex-browser/Dockerfile
@@ -7,4 +7,4 @@ USER pwuser

 EXPOSE 9223

-CMD ["/bin/sh", "-lc", "node /opt/cdp-proxy.mjs & exec $(find /ms-playwright -path '*/chrome-linux/chrome' -type f | head -n 1) --headless=new --no-sandbox --disable-dev-shm-usage --remote-debugging-port=9222 --user-data-dir=/browser-profile about:blank"]
+CMD ["/bin/sh", "-lc", "node /opt/cdp-proxy.mjs & chrome_path=$(find /ms-playwright -path '*/chrome-linux/chrome' -type f | head -n 1); test -n \"$chrome_path\"; exec xvfb-run -a --server-args='-screen 0 1920x1080x24 -nolisten tcp' \"$chrome_path\" --no-sandbox --disable-dev-shm-usage --remote-debugging-port=9222 --user-data-dir=/browser-profile about:blank"]
--- a/docs/README.md
+++ b/docs/README.md
@@ -30,6 +30,7 @@ Simple guides for using OmniRoute — no technical background needed.
 - [USER_GUIDE.md](guides/USER_GUIDE.md) — daily usage of the dashboard and API.
 - [THINKING_BUDGET.md](guides/THINKING_BUDGET.md) — thinking/reasoning budget modes (passthrough vs auto-strip).
 - [FEATURES.md](guides/FEATURES.md) — dashboard feature gallery.
+- [CHAOS-MODE.md](guides/CHAOS-MODE.md) — multi-model parallel/collaborative execution (setup, permissions, API).
 - [TIERS.md](guides/TIERS.md) — OmniRoute tiers explained (user guide).
 - [USAGE_QUOTA_GUIDE.md](guides/USAGE_QUOTA_GUIDE.md) — usage, quota & spend tracking.
 - [COST_TRACKING.md](guides/COST_TRACKING.md) — cost and spend tracking.
--- 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/CODEBASE_DOCUMENTATION.md
+++ b/docs/architecture/CODEBASE_DOCUMENTATION.md
@@ -315,7 +315,6 @@ Top-level files in `src/lib/`:

 - The old `localDb.ts` barrel was removed — consumers import specific `src/lib/db/*` modules directly.
 - `proxyHealth.ts`, `proxyLogger.ts`, `tokenHealthCheck.ts`, `localHealthCheck.ts`
- `oneproxyRotator.ts`, `oneproxySync.ts`
 - `apiBridgeServer.ts`, `cacheLayer.ts`, `semanticCache.ts`, `settingsCache.ts`
 - `cloudSync.ts`, `initCloudSync.ts`
 - `cloudflaredTunnel.ts`, `ngrokTunnel.ts`, `tailscaleTunnel.ts`
@@ -422,12 +421,12 @@ Split into focused subdirectories:
  `bodySize.ts`, `colors.ts`, `appConfig.ts`, `config.ts`,
  `sidebarVisibility.ts`, `visionBridgeDefaults.ts`.
 - `validation/` — `schemas.ts` (~80 Zod schemas), `compressionConfigSchemas.ts`,
-  `oneproxySchemas.ts`, `providerSchema.ts`, `settingsSchemas.ts`, `helpers.ts`.
+  `providerSchema.ts`, `settingsSchemas.ts`, `helpers.ts`.
 - `contracts/` — public API contracts shipped to npm.
 - `types/` — shared TS types.
 - `utils/` — `circuitBreaker.ts`, `apiAuth.ts`, `apiKey.ts`, `apiKeyPolicy.ts`,
-  `apiResponse.ts`, `api.ts`, `classify429.ts`, `cliCompat.ts`, `clipboard.ts`,
-  `cloud.ts`, `cn.ts`, `cors.ts`, `costEstimator.ts`, `featureFlags.ts`,
+  `api.ts`, `classify429.ts`, `cliCompat.ts`, `clipboard.ts`, `cloud.ts`, `cn.ts`,
+  `cors.ts`, `featureFlags.ts`,
  `fetchTimeout.ts`, `formatting.ts`, `inputSanitizer.ts`, `logger.ts`,
  `machine.ts`, `machineId.ts`, `maskEmail.ts`, `modelCatalogSearch.ts`,
  `nodeRuntimeSupport.ts`, `parseApiKeys.ts`, `providerHints.ts`,
--- a/docs/architecture/REPOSITORY_MAP.md
+++ b/docs/architecture/REPOSITORY_MAP.md
@@ -201,7 +201,6 @@ src/
 | `playground/`                            | Playground Studio shared helpers: `codeExport.ts` (curl/Python/TS generator), `promptImprover.ts` (meta-prompt builder), `streamMetrics.ts` (pure TTFT/TPS), `types.ts` (pricing table) — see `docs/frameworks/PLAYGROUND_STUDIO.md`                                                                                    |
 | `webhookDispatcher.ts`                   | HMAC webhook delivery — see `docs/frameworks/WEBHOOKS.md`                                                                                                                                                                                                                                                               |
 | `cloudflaredTunnel.ts`, `ngrokTunnel.ts` | Tunnel managers — see `docs/ops/TUNNELS_GUIDE.md`                                                                                                                                                                                                                                                                       |
-| `oneproxySync.ts`, `oneproxyRotator.ts`  | 1proxy free proxy marketplace — see `docs/ops/PROXY_GUIDE.md`                                                                                                                                                                                                                                                           |
 | `cloudSync.ts`, `initCloudSync.ts`       | Optional cloud sync of state                                                                                                                                                                                                                                                                                            |
 | `localDb.ts`                             | Re-export barrel for db modules (no logic — re-exports only)                                                                                                                                                                                                                                                            |
 | `cacheLayer.ts`, `idempotencyLayer.ts`   | Request caching + idempotency                                                                                                                                                                                                                                                                                           |
@@ -403,24 +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/compression/COMPRESSION_GUIDE.md
+++ b/docs/compression/COMPRESSION_GUIDE.md
@@ -182,22 +182,6 @@ With Stacked:        10K-2.5K tokens sent     (78-95% eligible RTK+Caveman range

 ---

-## Output Styles
-
-Output styles inject a system prompt instruction to steer the model's writing style. They are defined in the output style catalog and support multiple languages and intensity levels (`lite`, `full`, `ultra`). 
-
-| Style | Description | Supported Languages | Levels |
-| --- | --- | --- | --- |
-| `terse-prose` | Drop filler/articles/hedging; keep technical substance exact. | `en`, `pt-BR`, `ja`, `id`, `vi` | `lite`, `full`, `ultra` |
-| `less-code` | YAGNI ladder: smallest working change, no unrequested abstractions. | `en`, `pt-BR`, `vi`, `ja`, `id` | `lite`, `full`, `ultra` |
-| `ponytail` | Lazy senior-dev discipline: climb the YAGNI ladder, fix root cause, smallest working diff. | `en`, `pt-BR`, `vi`, `ja`, `id` | `lite`, `full`, `ultra` |
-| `i-have-adhd` | Action-first output: next action leads, steps numbered, one concrete next step, no preamble. | `en`, `pt-BR`, `vi`, `ja`, `id` | `lite`, `full`, `ultra` |
-| `terse-cjk` | Classical-Chinese ultra-terse style (locale-gated to zh). | `zh` | `lite`, `full`, `ultra` |
-
-Each level appends a shared boundary clause ensuring that code blocks, URLs, file paths, commands, and identifiers remain verbatim.
-
---
-
 ## Configuration

 ### Dashboard
@@ -472,11 +456,11 @@ together and are injected in catalog order.

 | Style | `id` | What it does | Instruction languages |
 | --- | --- | --- | --- |
-| Terse prose | `terse-prose` | Drop filler/articles/hedging; keep technical substance exact. Same text as the legacy caveman output mode (referenced, not re-typed). | en, pt-BR, ja, id |
-| Less code | `less-code` | YAGNI ladder: smallest working change, no unrequested abstractions. | en only (backlog: [#10426](https://github.com/diegosouzapw/OmniRoute/issues/10426)) |
-| Ponytail (lazy senior dev) | `ponytail` | "The best code is the code never written": reuse > rewrite, root cause > symptom, shortest working diff. | en, pt-BR, vi, ja, id |
-| I have ADHD (action-first) | `i-have-adhd` | Action first (command/path/snippet before prose), numbered bounded steps, ONE concrete next step, no preamble/recap/closers. Adapted from [ayghri/i-have-adhd](https://github.com/ayghri/i-have-adhd) (MIT). | en, pt-BR, vi, ja, id |
-| Terse CJK (文言) | `terse-cjk` | Classical-Chinese ultra-terse style. | zh (locale-gated: only offered when the detected language is `zh`) |
+| Terse prose | `terse-prose` | Drop filler/articles/hedging; keep technical substance exact. Same text as the legacy caveman output mode (referenced, not re-typed). | en, pt-BR, es, de, fr, it, ru, zh, ja, id, vi |
+| Less code | `less-code` | YAGNI ladder: smallest working change, no unrequested abstractions. | en, pt-BR, es, de, fr, it, ru, zh, ja, id, vi |
+| Ponytail (lazy senior dev) | `ponytail` | "The best code is the code never written": reuse > rewrite, root cause > symptom, shortest working diff. | en, pt-BR, es, de, fr, it, ru, zh, ja, id, vi |
+| I have ADHD (action-first) | `i-have-adhd` | Action first (command/path/snippet before prose), numbered bounded steps, ONE concrete next step, no preamble/recap/closers. Adapted from [ayghri/i-have-adhd](https://github.com/ayghri/i-have-adhd) (MIT). | en, pt-BR, es, de, fr, it, ru, zh, ja, id, vi |
+| Terse CJK (文言) | `terse-cjk` | Classical-Chinese ultra-terse style. | zh (locale-gated: only offered when the resolved language is `zh`) |

 Every style ships three intensity levels — `lite`, `full`, `ultra` — and every level
 ends with the shared boundaries clause, which keeps code blocks, file paths, commands,
@@ -508,7 +492,11 @@ the selection as:
 ```

 Back-compat: the legacy `outputMode: "caveman"` combo setting still works and maps to
-`terse-prose`, byte-identical to the old injection in all four legacy languages.
+`terse-prose`, byte-identical to the old injection in every legacy language.
+
+Language selection: with `languageConfig.enabled` on, `autoDetect` picks the
+language of the latest user message (same detector as the input engines);
+turning `autoDetect` off pins `defaultLanguage`. Off → English.

 The style × language matrix is pinned by
 `tests/unit/compression/output-styles-i18n-matrix.test.ts`: a new style cannot ship
--- a/docs/compression/EXTENDING_COMPRESSION.md
+++ b/docs/compression/EXTENDING_COMPRESSION.md
@@ -583,7 +583,7 @@ persistence and telemetry all enumerate the catalog — there is no other list t
   The instruction text must be **static and deterministic** per
   `(id, level, language)` — `${SHARED_BOUNDARIES}` is the only interpolation allowed.
 2. **Translate it.** Ship at least a `pt-BR` block under `i18n`; `ponytail` and
-   `i-have-adhd` (en, pt-BR, vi, ja, id) are the reference shape. A deliberately
+   `i-have-adhd` (en, pt-BR, es, de, fr, it, ru, zh, ja, id, vi) are the reference shape. A deliberately
   single-language style sets `locale` instead (like `terse-cjk` → `zh`) and is then
   only offered under that locale.
 3. **Update the matrix guard** — add the style's languages to `BASELINE_LANGUAGES` in
--- a/docs/diagrams/README.md
+++ b/docs/diagrams/README.md
@@ -13,10 +13,10 @@ Mermaid sources (`.mmd`) and exported SVGs for OmniRoute v3.8.0 architecture flo
 | Source                                               | Exported                                  | Used in                                                                        |
 | ---------------------------------------------------- | ----------------------------------------- | ------------------------------------------------------------------------------ |
 | [request-pipeline.mmd](./request-pipeline.mmd)       | [SVG](./exported/request-pipeline.svg)    | docs/architecture/ARCHITECTURE.md, docs/architecture/CODEBASE_DOCUMENTATION.md |
-| [auto-combo-12factor.mmd](./auto-combo-12factor.mmd) | [SVG](./exported/auto-combo-12factor.svg) | docs/routing/AUTO-COMBO.md                                                     |
+| [auto-combo-scoring.mmd](./auto-combo-scoring.mmd) | [SVG](./exported/auto-combo-scoring.svg) | docs/routing/AUTO-COMBO.md                                                     |
 | [resilience-3layers.mmd](./resilience-3layers.mmd)   | [SVG](./exported/resilience-3layers.svg)  | docs/architecture/RESILIENCE_GUIDE.md, CLAUDE.md                               |
 | [i18n-flow.mmd](./i18n-flow.mmd)                     | [SVG](./exported/i18n-flow.svg)           | docs/guides/I18N.md                                                            |
-| [mcp-tools-107.mmd](./mcp-tools-107.mmd)             | [SVG](./exported/mcp-tools-107.svg)       | docs/frameworks/MCP-SERVER.md                                                  |
+| [mcp-tools.mmd](./mcp-tools.mmd)             | [SVG](./exported/mcp-tools.svg)       | docs/frameworks/MCP-SERVER.md                                                  |
 | [cloud-agent-flow.mmd](./cloud-agent-flow.mmd)       | [SVG](./exported/cloud-agent-flow.svg)    | docs/frameworks/CLOUD_AGENT.md                                                 |
 | [authz-pipeline.mmd](./authz-pipeline.mmd)           | [SVG](./exported/authz-pipeline.svg)      | docs/architecture/AUTHZ_GUIDE.md                                               |
 | [db-schema-overview.mmd](./db-schema-overview.mmd)   | [SVG](./exported/db-schema-overview.svg)  | docs/architecture/CODEBASE_DOCUMENTATION.md                                    |
--- a/docs/diagrams/auto-combo-12factor.mmd
+++ b/docs/diagrams/auto-combo-12factor.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/exported/auto-combo-12factor.svg
+++ b/docs/diagrams/exported/auto-combo-12factor.svg
--- a/docs/diagrams/exported/auto-combo-scoring.svg
+++ b/docs/diagrams/exported/auto-combo-scoring.svg
--- a/docs/diagrams/exported/mcp-tools-107.svg
+++ b/docs/diagrams/exported/mcp-tools-107.svg
--- a/docs/diagrams/mcp-tools-107.mmd
+++ b/docs/diagrams/mcp-tools-107.mmd
--- 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/MEMORY.md
+++ b/docs/frameworks/MEMORY.md
@@ -59,8 +59,11 @@ infrastructure and settings. Three tiers exist, applied in priority order:
 ```
  ┌─────────────────────────────────────────────────────────────┐
  │  TIER 0 — Keyword (FTS5)                                     │
-  │  Always available. SQLite FTS5 full-text search over         │
-  │  content + key. Used when strategy = "exact" or as fallback. │
+  │  Probe-driven availability: FTS5 when the SQLite build       │
+  │  supports it (better-sqlite3 / node:sqlite / bun:sqlite);    │
+  │  unavailable on FTS5-less builds (e.g. sql.js/WASM —         │
+  │  "no such module: fts5"). Used when strategy = "exact" or    │
+  │  as fallback; engine-status keyword reflects the probe.      │
  └──────────────────────────────────┬──────────────────────────┘
                                     │ strategy = semantic|hybrid?
                                     ▼
--- 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/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/CHAOS-MODE.md
+++ b/docs/guides/CHAOS-MODE.md
@@ -0,0 +1,109 @@
+---
+title: "Chaos Mode"
+version: 3.8.51
+lastUpdated: 2026-09-01
+---
+
+# Chaos Mode
+
+> **Dashboard:** **Chaos Mode** (sidebar) → `/dashboard/chaos`  
+> **API:** `GET` / `PUT` `/api/chaos/config` · `POST /api/chaos/run` (dashboard session) · `POST /api/skills/collect/chaos` (API key)  
+> **Source:** `src/lib/chaos/chaosExecutor.ts`, `src/lib/chaos/chaosConfig.ts`
+
+Chaos Mode sends **one task to several providers at once** — every participating provider
+contributes one model instance, and you get all the answers side by side (or chained). It is a
+multi-model execution surface, not a routing strategy: your normal `/v1/chat/completions`
+traffic is never affected by it.
+
+**Disambiguation — three different things ship with "chaos" in the name:**
+
+| Thing               | What it is                                                                                                     | Where documented                                     |
+| ------------------- | -------------------------------------------------------------------------------------------------------------- | ---------------------------------------------------- |
+| **Chaos Mode**      | The dashboard page + API described here: fan one task out to many providers (parallel or collaborative).       | This guide                                           |
+| `auto/chaos`        | An Auto-Combo model id with fault-injection scoring weights, for resilience testing. Nothing to configure.     | [AUTO-COMBO.md](../routing/AUTO-COMBO.md)            |
+| Chaos combo config  | A persisted combo with `config.chaos.enabled` fans out to a panel with an optional judge model (API-only).      | `open-sse/services/autoCombo/chaosEngine.ts`         |
+
+## Setup
+
+1. Open **Dashboard → Chaos Mode** (`/dashboard/chaos`).
+2. Turn it **on** — Chaos Mode ships **disabled by default** (`enabled: false` in
+   `src/lib/chaos/chaosConfig.ts`). While disabled, `POST /api/chaos/run` answers
+   `400 — "Chaos Mode is not enabled. Enable it in Dashboard → Chaos Mode."`.
+3. Pick the participants and defaults (persisted per instance via the settings store):
+
+   | Field               | Meaning                                                             | Default / limits                        |
+   | ------------------- | ------------------------------------------------------------------- | --------------------------------------- |
+   | `enabled`           | Master switch                                                       | `false`                                 |
+   | `defaultMode`       | `parallel` or `collaborative` (see below)                           | `parallel`                              |
+   | `providerOverrides` | Per-provider participation (`providerId`, optional `modelId`, `enabled`) | empty = every active provider, max 200 |
+   | `systemPrompt`      | Override for the built-in Chaos system prompt                       | optional, max 10 000 chars              |
+   | `timeoutMs`         | Max time per model call                                             | `120000` (5 000–600 000)                |
+   | `maxTokens`         | `max_tokens` per model call                                         | `4096` (256–128 000)                    |
+
+4. Run a **test from the page itself** — the results panel shows each provider's answer,
+   status and duration.
+
+## Execution modes
+
+- **`parallel`** — every model gets the same task simultaneously; you receive all answers
+  independently.
+- **`collaborative`** — models run **in a chain**: each one sees the previous model's output and
+  is asked to refine, extend, critique or offer an alternative. The response's `summary` field
+  concatenates the successful outputs in chain order (parallel runs have no `summary`).
+
+## API
+
+### `POST /api/chaos/run` — dashboard session
+
+Cookie-authenticated (the management session — see
+[MANAGEMENT-AUTH.md](MANAGEMENT-AUTH.md)); used by the dashboard page.
+
+```jsonc
+// body
+{
+  "task": "Compare approaches to X",   // required
+  "providers": ["glm", "kimi"],         // optional filter
+  "mode": "parallel",                   // optional — overrides defaultMode
+  "systemPrompt": "…",                  // optional override
+  "maxTokens": 4096                      // optional override
+}
+```
+
+### `POST /api/skills/collect/chaos` — API key
+
+Bearer-token variant for external callers. The key must carry the **Chaos Mode permission**
+(`chaosModeEnabled`), which is **off by default** — enable it per key in
+**Dashboard → API Manager → edit key → permissions → Chaos Mode**. Same body as above.
+
+```bash
+curl -X POST http://localhost:20128/api/skills/collect/chaos \
+  -H "Authorization: Bearer $OMNIROUTE_API_KEY" \
+  -H "Content-Type: application/json" \
+  -d '{"task":"Compare approaches to X","mode":"parallel"}'
+```
+
+Both endpoints return the same shape:
+
+```jsonc
+{
+  "task": "…",
+  "mode": "parallel",
+  "startedAt": "2026-09-01T00:00:00.000Z",
+  "totalProviders": 3,
+  "totalResults": 3,
+  "models": [
+    { "providerId": "glm", "providerName": "GLM", "modelId": "glm-4.7",
+      "status": "success", "content": "…", "durationMs": 3210 }
+  ],
+  "summary": "…" // collaborative mode only
+}
+```
+
+## Troubleshooting
+
+- **`400 Chaos Mode is not enabled`** — step 2 above: the global switch is off.
+- **API key gets rejected on `/api/skills/collect/chaos`** — the key lacks the per-key
+  `chaosModeEnabled` permission (off by default; this is a setting, not an error).
+- **A provider you expected is missing from the results** — check `providerOverrides` on the
+  Chaos Mode page (a disabled override excludes it) and whether the provider connection is
+  active.
--- 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/guides/meta.json
+++ b/docs/guides/meta.json
@@ -8,6 +8,7 @@
    "DOCKER_GUIDE",
    "ELECTRON_GUIDE",
    "FEATURES",
+    "CHAOS-MODE",
    "FREE_PROVIDER_RANKINGS",
    "COST_TRACKING",
    "I18N",
--- 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/docs/architecture/CODEBASE_DOCUMENTATION.md
+++ b/docs/i18n/pl/docs/architecture/CODEBASE_DOCUMENTATION.md
@@ -316,7 +316,6 @@ Pliki najwyższego poziomu w `src/lib/`:

 - `localDb.ts` — wyłącznie warstwa re-export. **Nigdy** nie dodawaj tu logiki.
 - `proxyHealth.ts`, `proxyLogger.ts`, `tokenHealthCheck.ts`, `localHealthCheck.ts`
- `oneproxyRotator.ts`, `oneproxySync.ts`
 - `apiBridgeServer.ts`, `cacheLayer.ts`, `semanticCache.ts`, `settingsCache.ts`
 - `cloudSync.ts`, `initCloudSync.ts`
 - `cloudflaredTunnel.ts`, `ngrokTunnel.ts`, `tailscaleTunnel.ts`
@@ -423,7 +422,7 @@ Podzielone na skupione podkatalogi:
  `bodySize.ts`, `colors.ts`, `appConfig.ts`, `config.ts`,
  `sidebarVisibility.ts`, `visionBridgeDefaults.ts`.
 - `validation/` — `schemas.ts` (~80 schematów Zod), `compressionConfigSchemas.ts`,
-  `oneproxySchemas.ts`, `providerSchema.ts`, `settingsSchemas.ts`, `helpers.ts`.
+  `providerSchema.ts`, `settingsSchemas.ts`, `helpers.ts`.
 - `contracts/` — publiczne kontrakty API dostarczane do npm.
 - `types/` — współdzielone typy TS.
 - `utils/` — `circuitBreaker.ts`, `apiAuth.ts`, `apiKey.ts`, `apiKeyPolicy.ts`,
--- a/docs/i18n/pl/docs/architecture/REPOSITORY_MAP.md
+++ b/docs/i18n/pl/docs/architecture/REPOSITORY_MAP.md
@@ -202,7 +202,6 @@ src/
 | `playground/`                            | Współdzielone helpery Playground Studio: `codeExport.ts` (generator curl/Python/TS), `promptImprover.ts` (builder meta-promptów), `streamMetrics.ts` (czyste TTFT/TPS), `types.ts` (tabela cen) — zob. `docs/frameworks/PLAYGROUND_STUDIO.md`                                                                           |
 | `webhookDispatcher.ts`                   | Dostarczanie webhooków HMAC — zob. `docs/frameworks/WEBHOOKS.md`                                                                                                                                                                                                                                                        |
 | `cloudflaredTunnel.ts`, `ngrokTunnel.ts` | Managery tuneli — zob. `docs/ops/TUNNELS_GUIDE.md`                                                                                                                                                                                                                                                                      |
-| `oneproxySync.ts`, `oneproxyRotator.ts`  | Marketplace darmowych proxy 1proxy — zob. `docs/ops/PROXY_GUIDE.md`                                                                                                                                                                                                                                                     |
 | `cloudSync.ts`, `initCloudSync.ts`       | Opcjonalna synchronizacja stanu w chmurze                                                                                                                                                                                                                                                                               |
 | `localDb.ts`                             | Barrel re-exportów modułów db (bez logiki — tylko re-eksporty)                                                                                                                                                                                                                                                          |
 | `cacheLayer.ts`, `idempotencyLayer.ts`   | Cache żądań + idempotencja                                                                                                                                                                                                                                                                                              |
@@ -245,7 +244,7 @@ src/
 | -------------------------------- | ------------------------------------------------------------------------- |
 | `constants/providers.ts`         | **329 wpisów providerów** z walidacją Zod (źródło prawdy)                 |
 | `constants/cliTools.ts`          | Rejestr zewnętrznych narzędzi CLI                                         |
-| `constants/routingStrategies.ts` | **19 publicznych strategii routingu** z priorytetami                       |
+| `constants/routingStrategies.ts` | **19 publicznych strategii routingu** z priorytetami                      |
 | `constants/publicApiRoutes.ts`   | Trasy wymagające auth Bearer (vs management)                              |
 | `constants/upstreamHeaders.ts`   | Denylist nagłówków dla żądań upstream                                     |
 | `validation/schemas.ts`          | ~80 schematów Zod (jedno źródło prawdy dla kontraktów API)                |
--- a/docs/i18n/pl/docs/ops/PROXY_GUIDE.md
+++ b/docs/i18n/pl/docs/ops/PROXY_GUIDE.md
@@ -79,8 +79,6 @@ Nawet poza zablokowanymi regionami proxy są przydatne do:
 | **Settings Route**   | `src/app/api/settings/proxy/route.ts`        | Legacy API konfiguracji proxy (GET/PUT/DELETE)         |
 | **Management Route** | `src/app/api/v1/management/proxies/route.ts` | Registry CRUD API (GET/POST/PATCH/DELETE)              |
 | **1proxy DB**        | `src/lib/db/oneproxy.ts`                     | Trwałość darmowego marketplace proxy                   |
-| **1proxy Sync**      | `src/lib/oneproxySync.ts`                    | Pobiera proxy z API 1proxy                             |
-| **1proxy Rotator**   | `src/lib/oneproxyRotator.ts`                 | Strategie rotacji (quality/random/sequential)          |

 ---

@@ -505,13 +503,9 @@ Aby wystawić instancję OmniRoute do publicznego internetu (Cloudflare/ngrok/Ta

 ## Zmienne środowiskowe

-| Zmienna                          | Domyślna                              | Opis                                                      |
-| -------------------------------- | ------------------------------------- | --------------------------------------------------------- |
-| `ENABLE_SOCKS5_PROXY`            | `true`                                | Włącza obsługę SOCKS5 (domyślnie `true` w `.env.example`) |
-| `ONEPROXY_ENABLED`               | `true`                                | Włącza integrację 1proxy                                  |
-| `ONEPROXY_API_URL`               | `https://1proxy-api.aitradepulse.com` | Endpoint API 1proxy                                       |
-| `ONEPROXY_MAX_PROXIES`           | `500`                                 | Maks. liczba proxy do synchronizacji                      |
-| `ONEPROXY_MIN_QUALITY_THRESHOLD` | `50`                                  | Minimalny quality score do importu                        |
+| Zmienna               | Domyślna | Opis                                                      |
+| --------------------- | -------- | --------------------------------------------------------- |
+| `ENABLE_SOCKS5_PROXY` | `true`   | Włącza obsługę SOCKS5 (domyślnie `true` w `.env.example`) |

 ---

@@ -772,49 +766,6 @@ Use `random`
 evenly)
 ```

-### Konfiguracja strategii rotacji
-
-```ts
-import { rotateOneproxyProxy } from "omniroute/oneproxyRotator";
-
-// In a one-off script
-const proxy = await rotateOneproxyProxy({ strategy: "quality" });
-if (proxy) {
-  console.log(`Selected: ${proxy.host}:${proxy.port}, quality=${proxy.qualityScore}`);
-}
-```
-
-### Reset indeksu sequential
-
-Przy strategii `sequential` wewnętrzny indeks narasta. Aby zresetować:
-
-```ts
-import { resetSequentialIndex } from "omniroute/oneproxyRotator";
-
-resetSequentialIndex();
-```
-
-Przydatne gdy:
-
- Restartujesz load test
- Odzyskujesz się po awarii proxy (żeby nie cyklonować najpierw martwych)
- Ręcznie rebalansujesz po dodaniu nowych proxy
-
-### Oznaczanie proxy jako failed
-
-Gdy proxy systematycznie pada, oznacz je ręcznie, by rotator je pomijał:
-
-```ts
-import { failOneproxyProxy } from "omniroute/oneproxyRotator";
-
-const removed = await failOneproxyProxy("203.0.113.7", 8080);
-if (removed) {
-  console.log("Proxy marked as failed; rotator will skip it");
-}
-```
-
-Proxy **nie jest usuwane** — jest oznaczane jako unhealthy i nie będzie wybierane do następnego udanego health check (przez `proxyHealth.ts`) lub ręcznego resetu.
-
 ---

 > 📖 **Powiązana dokumentacja:**
--- a/docs/i18n/pl/docs/routing/AUTO-COMBO.md
+++ b/docs/i18n/pl/docs/routing/AUTO-COMBO.md
@@ -163,9 +163,9 @@ Helper detekcji żyje w `src/lib/combos/modelNameCollision.ts`.

 Silnik Auto-Combo dynamicznie wybiera najlepszego providera/model dla każdego żądania przy użyciu **13-czynnikowej funkcji scoringu** (zdefiniowanej w `open-sse/services/autoCombo/scoring.ts` → `DEFAULT_WEIGHTS`). Wszystkie wagi sumują się do **1.0**.

-![Auto-Combo 13-factor scoring](../diagrams/exported/auto-combo-12factor.svg)
+![Auto-Combo 13-factor scoring](../diagrams/exported/auto-combo-scoring.svg)

-> Źródło: [diagrams/auto-combo-12factor.mmd](../diagrams/auto-combo-12factor.mmd) (regeneruj przez `npm run docs:render-diagrams`). Historyczna nazwa pliku pochodzi sprzed dodania kolejnych czynników; bieżący diagram pokazuje wszystkie 13.
+> Źródło: [diagrams/auto-combo-scoring.mmd](../diagrams/auto-combo-scoring.mmd) (regeneruj przez `npm run docs:render-diagrams`). Historyczna nazwa pliku pochodzi sprzed dodania kolejnych czynników; bieżący diagram pokazuje wszystkie 13.

 | Czynnik               | Domyślna waga | Opis                                                                                                     |
 | :-------------------- | :------------ | :------------------------------------------------------------------------------------------------------- |
--- 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/Show More
+++ b/Show More
				`@@ -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 @@`
				- perf(sse): defer `cloneLogPayload()` in the structured SSE collector until after the `maxEvents`/`maxBytes` cap check, eliminating ~9,800 wasted `structuredClone` calls per streaming response (65–71% faster `push()`). Reducer snapshot isolation restored for OpenAI and Responses summaries ([#12241](https://github.com/diegosouzapw/OmniRoute/pull/12241)) — thanks @PauloHSOliveira
				`@@ -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 @@`
				- New `/dashboard/orchestration` page: live unified view of everything running — Cloud Agent, A2A and Conductor as a real-time graph (Agents tab), the combo cascade (Routing tab, reusing the Combo Live Studio) and a state kanban (Overview tab), with a detail drawer (trace, cost, approve/cancel). Read-only over existing APIs — no new backend. Canvas concept credit: PR #11815 design
				`@@ -0,0 +1 @@`
				`- feat(providers): add RPD (Requests Per Day) limit to provider rate limit overrides across UI, schemas, DB, and i18n ([#PR_NUMBER](https://github.com/diegosouzapw/OmniRoute/pull/PR_NUMBER))`
				`@@ -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))
				`@@ -0,0 +1 @@`
				- fix(translator): the leading `system` message now reaches Responses-API upstreams when its `content` is a content-part array — it was read as `typeof content === "string" ? content : ""`, so a prompt-caching client (Anthropic `cache_control`, the shape LiteLLM and the Anthropic SDK emit) had its entire system prompt replaced by an empty `instructions`. The request was still accepted with a normal `prompt_tokens` count, so the model answered with no instructions and nothing in the response said they were missing. Mid-conversation system turns already handled the array shape ([#7056](https://github.com/diegosouzapw/OmniRoute/pull/7056)); only the first one did not ([#12206](https://github.com/diegosouzapw/OmniRoute/issues/12206)). Regression guard: `tests/unit/translator-openai-responses-system-content-parts.test.ts`.
				`@@ -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)).