OmniRoute/AGENTS.md

omniroute — Agent Guidelines

Project

Unified AI proxy/router — route any LLM through one endpoint. Multi-provider support with 231 provider entries (OpenAI, Anthropic, Gemini, DeepSeek, Groq, xAI, Mistral, Fireworks, Cohere, NVIDIA, Cerebras, Pollinations, Puter, Cloudflare AI, HuggingFace, DeepInfra, SambaNova, Meta Llama API, Moonshot AI, AI21 Labs, Databricks, Snowflake, and many more) with MCP Server (87 tools), A2A v0.3 Protocol, and Electron desktop app.

Live counts (v3.8.31): providers 231 · MCP tools 87 · MCP scopes 30 · A2A skills 6 · open-sse services 115 · routing strategies 15 · auto-combo scoring factors 9 · DB modules 83 · DB migrations 97 · base tables 17 · search providers 11 · i18n locales 42. Refresh with npm run check:docs-all.

Doc Accuracy Discipline (read before writing any doc)

If grep -rn "name" src/ open-sse/ bin/ returns nothing, the name does not exist. Do not document it.

The recurring failure mode in AI-generated docs is plausible-but-unverified specifics. Every claim in a .md file under docs/ should be verifiable against the source.

Rules (enforced by npm run check:fabricated-docs):

1. Never state an API name, endpoint, path, CLI command, or env var without grepping for it first.

   grep -rn "theName" src/ open-sse/ bin/
   # 0 hits → do not document
   

2. Never write a line count, file size, migration count, provider count, or strategy count from memory.

   wc -l <file>           # exact line count
   ls <dir>/*.ts | wc -l  # file count
   

3. Every code example should be copy-pasted from real usage or actually run — not synthesized. Link to a real call site (path:line) instead of inventing a signature.
4. Prefer citing real source (file.ts:line) over paraphrasing behavior — verifiable and self-correcting.
5. A shorter doc that is 100% accurate beats a comprehensive one with fabrications. Wrong docs cost more than missing docs, because people trust and act on them.

The script scripts/check/check-fabricated-docs.mjs extracts every route path, env var, hook name, function name, and file reference from docs/**/*.md and verifies each one against the codebase. Run it locally before pushing docs; it runs in CI via npm run check:docs-all.

Stack

• Runtime: Next.js 16 (App Router), Node.js >=22.0.0 <23 || >=24.0.0 <27, ES Modules ("type": "module")
• Language: TypeScript 6.0 (src/) + JavaScript (open-sse/, electron/)
• Database: better-sqlite3 (SQLite) — DATA_DIR configurable, default ~/.omniroute/
• Streaming: SSE via open-sse internal workspace package
• Styling: Tailwind CSS v4
• i18n: next-intl with 42 locales (src/i18n/messages/) — refresh with ls src/i18n/messages/*.json | wc -l
• Desktop: Electron (cross-platform: Windows, macOS, Linux)
• Schemas: Zod v4 for all API / MCP input validation

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Build, Lint, and Test Commands

Command	Description
npm run dev	Start Next.js dev server
npm run build	Production build: next build → .build/next/ + assemble dist/
npm run build:release	Clean rebuild + HEAD sentinel (dist/BUILD_SHA) — use for deploy
npm run start	Run production build
npm run build:cli	Build CLI package
npm run lint	ESLint on all source files
npm run typecheck:core	TypeScript core type checking
npm run typecheck:noimplicit:core	Strict checking (no implicit any)
npm run check	Run lint + test
npm run check:cycles	Check for circular dependencies
npm run electron:dev	Run Electron app in dev mode
npm run electron:build	Build Electron app for current OS

Build output layout:

Directory	Purpose	Gitignored
src/	Application source (TypeScript / TSX)	No
.build/	Build intermediates (distDir = .build/next)	Yes
dist/	Shippable bundle assembled by assembleStandalone	Yes

The pipeline is a single next build pass — intermediates land in .build/next/, the assembled bundle in dist/. VPS deploys rsync dist/ into the remote /usr/lib/node_modules/omniroute/app/ directory (VPS image path is unchanged).

Running Tests

# All tests (unit + vitest + ecosystem + e2e)
npm run test:all

# Single test file (Node.js native test runner — most tests use this)
node --import tsx/esm --test tests/unit/your-file.test.ts
node --import tsx/esm --test tests/unit/plan3-p0.test.ts
node --import tsx/esm --test tests/unit/fixes-p1.test.ts
node --import tsx/esm --test tests/unit/security-fase01.test.ts

# Integration tests
node --import tsx/esm --test tests/integration/*.test.ts

# Vitest (MCP server, autoCombo)
npm run test:vitest

# E2E with Playwright
npm run test:e2e

# Protocol clients E2E (MCP transports, A2A)
npm run test:protocols:e2e

# Ecosystem compatibility tests
npm run test:ecosystem

# Coverage (see CONTRIBUTING.md)
npm run test:coverage

For authoritative coverage requirements, test execution, and PR gates, see CONTRIBUTING.md.

---

Code Style Guidelines

Formatting (Prettier — enforced via lint-staged)

2 spaces · semicolons required · double quotes (") · 100 char width · es5 trailing commas. Always run prettier --write on changed files.

TypeScript

• Target: ES2022 · Module: esnext · Resolution: bundler
• strict: false — prefer explicit types, don't rely on inference
• Path aliases: @/* → src/, @omniroute/open-sse → open-sse/, @omniroute/open-sse/* → open-sse/*

ESLint Rules

• Security (error, everywhere): no-eval, no-implied-eval, no-new-func
• Relaxed in open-sse/ and tests/: @typescript-eslint/no-explicit-any = warn
• React hooks rules and @next/next/no-assign-module-variable disabled in open-sse/ and tests/

Naming

Element	Convention	Example
Files	camelCase / kebab-case	chatCore.ts, tokenHealthCheck.ts
React components	PascalCase	Dashboard.tsx, ProviderCard.tsx
Functions/variables	camelCase	getHealth(), switchCombo()
Constants	UPPER_SNAKE	MAX_RETRIES, DEFAULT_TIMEOUT
Interfaces	PascalCase (I prefix optional)	ProviderConfig
Enums	PascalCase (members too)	LogLevel.Error

Imports

• Order: external → internal (@/, @omniroute/open-sse) → relative (./, ../)
• No barrel imports from localDb.ts — import from the specific db/ module instead

Error Handling

• try/catch with specific error types; always log with context (pino logger)
• Never silently swallow errors in SSE streams — use abort signals for cleanup
• Return proper HTTP status codes (4xx client, 5xx server)

Security

• NEVER commit API keys, secrets, or credentials
• Validate all user inputs with Zod schemas
• Auth middleware required on all API routes
• Never log SQLite encryption keys
• Sanitize user content (dompurify for HTML)
• Public upstream OAuth identifiers (Gemini / Antigravity / Windsurf-style client_id/secret + Firebase Web keys extracted from public CLIs): use resolvePublicCred() from open-sse/utils/publicCreds.ts, never as string literals. Full pattern in docs/security/PUBLIC_CREDS.md.
• Error responses (HTTP / SSE / executor / MCP): use buildErrorBody() or sanitizeErrorMessage() from open-sse/utils/error.ts, never put raw err.stack / err.message in a Response body. Full pattern in docs/security/ERROR_SANITIZATION.md.
• exec() / spawn() with runtime values: pass via the env option, never string-interpolate paths/values into the script body. Reference: src/mitm/cert/install.ts::updateNssDatabases.
• Prefer secure-by-default libraries when available — see tldrsec/awesome-secure-defaults for the curated list (Helmet.js, DOMPurify, ssrf-req-filter, safe-regex, Google Tink, etc.).

---

Architecture

Data Layer (src/lib/db/)

All persistence uses SQLite through 83 domain-specific modules in src/lib/db/. Top modules:

• Core: core.ts, migrationRunner.ts, encryption.ts, stateReset.ts
• Providers / catalog: providers.ts, models.ts, providerLimits.ts, compressionAnalytics.ts
• Routing: combos.ts, modelComboMappings.ts, domainState.ts, commandCodeAuth.ts
• Auth: apiKeys.ts, secrets.ts, registeredKeys.ts, sessionAccountAffinity.ts
• Usage / billing: quotaSnapshots.ts, creditBalance.ts, usage*.ts, compressionCacheStats.ts
• Storage: backup.ts, cleanup.ts, jsonMigration.ts, healthCheck.ts, databaseSettings.ts
• Extension modules: evals.ts, webhooks.ts, reasoningCache.ts, readCache.ts, tierConfig.ts, compressionCombos.ts, compressionScheduler.ts, batches.ts, files.ts, syncTokens.ts, proxies.ts, oneproxy.ts, upstreamProxy.ts, versionManager.ts, cliToolState.ts, prompts.ts, detailedLogs.ts, contextHandoffs.ts, compression.ts, stats.ts

Live count: ls src/lib/db/*.ts | wc -l (currently 83). Drift detection: npm run check:docs-counts. Schema migrations live in db/migrations/ (97 files as of v3.8.24) and run via migrationRunner.ts. src/lib/localDb.ts is a re-export layer only — never add logic there.

DB Internals

• core.ts: getDbInstance() returns a singleton better-sqlite3 instance with WAL journaling. SCHEMA_SQL defines 17 base tables (verify with grep -c "CREATE TABLE" src/lib/db/core.ts minus 1 for the bookkeeping _omniroute_migrations table). Helpers: rowToCamel, encryptConnectionFields.
• migrationRunner.ts: Applies versioned SQL files from db/migrations/ inside transactions. Tracks applied migrations in _omniroute_migrations table.
• Migrations: 97 files (001_initial_schema.sql → 099_*.sql). Each migration is idempotent and runs in a transaction. Live count: ls src/lib/db/migrations/*.sql | wc -l.
• Domain modules import getDbInstance() from core.ts for all CRUD operations. Each module owns a specific table/set of tables (e.g., providers.ts → provider_connections, combos.ts → combos). Encryption helpers protect sensitive fields at rest.
• localDb.ts re-exports all domain modules — consumers import from here for convenience.

API Route Layer (src/app/api/v1/)

Next.js App Router routes — each follows a consistent pattern:

Route → CORS preflight → Body validation (Zod) → Optional auth (extractApiKey/isValidApiKey)
  → API key policy enforcement (enforceApiKeyPolicy) → Handler delegation (open-sse)

Route	Handler	Notes
chat/completions/route.ts	handleChat()	+ prompt injection guard (clones request)
responses/route.ts	handleChat() (unified)	Responses API format
embeddings/route.ts	handleEmbedding()	Model listing + creation
images/generations/route.ts	handleImageGeneration()	Model listing + creation
audio/transcriptions/route.ts	audio handler	Multipart form data
audio/speech/route.ts	TTS handler	Binary audio response
videos/generations/route.ts	video handler	ComfyUI/SD WebUI
music/generations/route.ts	music handler	ComfyUI workflows
moderations/route.ts	moderation handler	Content safety
rerank/route.ts	rerank handler	Document relevance
search/route.ts	search handler	Web search (12 providers per open-sse/handlers/search.ts:6)

No global Next.js middleware file — interception is route-specific. Auth is optional (controlled by REQUIRE_API_KEY env). Prompt injection guard is unique to chat completions.

Request Pipeline (open-sse/)

The open-sse/ workspace is the core streaming engine. Full request flow:

Client Request
  → src/app/api/v1/.../route.ts (Next.js route)
    → open-sse/handlers/chatCore.ts::handleChatCore()
      → Semantic/signature cache check
      → Rate limit check (rateLimitManager)
      → Combo routing? → open-sse/services/combo.ts::handleComboChat()
        → resolveComboTargets() → ordered ResolvedComboTarget[]
        → For each target: handleSingleModel() (wraps chatCore)
      → translateRequest() (open-sse/translator/)
        → Convert source format (e.g., OpenAI) → target format (e.g., Claude)
      → getExecutor() → provider-specific executor instance
        → executor.execute() (BaseExecutor → DefaultExecutor or provider-specific)
          → buildUrl() + buildHeaders() + transformRequest()
          → fetch() to upstream provider
          → Retry logic with exponential backoff
      → Response translation back to client format
      → If Responses API: responsesTransformer.ts TransformStream
  → SSE stream or JSON response to client

Handlers (open-sse/handlers/): chatCore.ts, responsesHandler.ts, embeddings.ts, imageGeneration.ts, videoGeneration.ts, musicGeneration.ts, audioSpeech.ts, audioTranscription.ts, moderations.ts, rerank.ts, search.ts.

Upstream headers: merged after default auth; same header name replaces executor value. T5 intra-family fallback recomputes headers using only the fallback model id. Forbidden header names: src/shared/constants/upstreamHeaders.ts — keep sanitize, Zod schemas, and unit tests aligned when editing.

Provider Categories

• Free (4): Qoder AI, Qwen Code, Gemini CLI (deprecated), Kiro AI
• OAuth (14): Claude Code, Antigravity, Codex, GitHub Copilot, Cursor, Kimi Coding, Kilo Code, Cline, Qwen (⚠️ free tier discontinued 2026-04-15), Kiro, Qoder, Gemini, Windsurf (v3.8), GitLab Duo (v3.8)
• API Key (120+): OpenAI, Anthropic, Gemini, DeepSeek, Groq, xAI, Mistral, Perplexity, Together, Fireworks, Cerebras, Cohere, NVIDIA, Nebius, SiliconFlow, Hyperbolic, HuggingFace, OpenRouter, Vertex AI, Cloudflare AI, Scaleway, AI/ML API, Pollinations, Puter, Longcat, Alibaba, Kimi, Minimax, Blackbox, Synthetic, Kilo Gateway, Z.AI, GLM, Deepgram, AssemblyAI, ElevenLabs, Cartesia, PlayHT, Inworld, NanoBanana, SD WebUI, ComfyUI, Ollama Cloud, Perplexity Search, Serper, Brave, Exa, Tavily, OpenCode Zen/Go, Bailian Coding Plan, DeepInfra, Vercel AI Gateway, Lambda AI, SambaNova, nScale, OVHcloud AI, Baseten, PublicAI, Moonshot AI, Meta Llama API, v0 (Vercel), Morph, Featherless AI, FriendliAI, LlamaGate, Galadriel, Weights & Biases Inference, Volcengine, AI21 Labs, Venice.ai, Codestral, Upstage, Maritalk, Xiaomi MiMo, Inference.net, NanoGPT, Predibase, Bytez, Heroku AI, Databricks, Snowflake Cortex, GigaChat (Sber), CrofAI, AgentRouter, ChatGPT Web, Baidu Qianfan, AWS Polly, RunwayML, GitLab Duo, Amazon Q, Empower, Poe, and many more.
• Self-Hosted (8+): LM Studio, vLLM, Lemonade, Llamafile, Triton, Docker Model Runner, Xinference, Oobabooga
• Custom: OpenAI-compatible (openai-compatible-*) and Anthropic-compatible (anthropic-compatible-*) prefixes

Providers are registered in src/shared/constants/providers.ts with Zod validation at module load.

Executors (open-sse/executors/)

Provider-specific request executors: base.ts, default.ts, cursor.ts, codex.ts, antigravity.ts, github.ts, gemini-cli.ts, kiro.ts, qoder.ts, vertex.ts, cloudflare-ai.ts, opencode.ts, pollinations.ts, puter.ts.

Executor Internals

• base.ts (BaseExecutor): Abstract base with buildUrl(), buildHeaders(), transformRequest(), retry logic (exponential backoff), and execute(). Subclasses override URL/header/transform methods for provider-specific behavior.
• default.ts (DefaultExecutor extends BaseExecutor): Handles most OpenAI-compatible providers. Reads provider config from providerRegistry.ts to resolve base URL, auth header format, and request transformations.
• getExecutor() (executors/index.ts): Factory that returns the correct executor instance based on provider ID. Provider-specific executors (Cursor, Codex, Vertex, etc.) override only what differs from the default.

Translator (open-sse/translator/)

Translates between API formats (OpenAI-format ↔ Anthropic, Gemini, etc.). Includes request/response translators with helpers for image handling.

Translator Internals

• translator/index.ts: Exports translateRequest() and format constants. Called by chatCore.ts before executor dispatch.
• Flow: translateRequest(body, sourceFormat, targetFormat) → detects source format (OpenAI, Anthropic, Gemini) → applies the matching translator module → returns transformed body ready for the target provider.
• Response translation runs in reverse after upstream response, converting back to the client's expected format.

Transformer (open-sse/transformer/)

responsesTransformer.ts — transforms Responses API format to/from Chat Completions format.

Transformer Internals

• createResponsesApiTransformStream(): Returns a TransformStream that converts Chat Completions SSE chunks (data: {"choices":[...]}) into Responses API SSE events (response.output_item.added, response.output_text.delta, etc.).
• Used when the client sends a Responses API request: the request is internally converted to Chat Completions format, dispatched normally, and the response is piped through this transform stream before reaching the client.

Services (open-sse/services/)

115 service modules in open-sse/services/ (top-level only; 184 including sub-dirs like autoCombo/ and compression/). Refresh: ls open-sse/services/*.ts | wc -l. Key modules: combo.ts (routing engine), usage.ts, tokenRefresh.ts, rateLimitManager.ts, accountFallback.ts, sessionManager.ts, wildcardRouter.ts, autoCombo/, intentClassifier.ts, taskAwareRouter.ts, thinkingBudget.ts, contextManager.ts, modelDeprecation.ts, modelFamilyFallback.ts, emergencyFallback.ts, workflowFSM.ts, backgroundTaskDetector.ts, ipFilter.ts, signatureCache.ts, volumeDetector.ts, contextHandoff.ts, compression/ (prompt compression pipeline), and more.

Prompt Compression Pipeline (compression/)

Modular prompt compression that runs proactively before the existing reactive context manager.

• strategySelector.ts: Selects compression mode based on config, compression combo assignments, combo overrides, auto-trigger thresholds, and defaults. Priority: assigned compression combo > combo override > auto-trigger > default mode > off.
• lite.ts: 5 lite-mode techniques: collapseWhitespace, dedupSystemPrompt, compressToolResults, removeRedundantContent, replaceImageUrls. Target: 10-15% savings at <1ms latency.
• caveman.ts / cavemanRules.ts: Caveman-style semantic condensation backed by built-in rules plus file-loaded language packs under compression/rules/.
• engines/rtk/: Rule-based terminal/tool-output compression inspired by RTK patterns. Detects command output classes, applies JSON filter packs, deduplicates repeated lines, strips ANSI/code noise, and preserves errors/actionable context. The RTK JSON DSL supports replace, match-output short-circuit, strip/keep, per-line truncation, head/tail/max-line truncation, inline tests, trust-gated project/global custom filters, and optional redacted raw-output retention for authenticated recovery.
• engines/registry.ts: Registers engines (caveman, rtk) and powers stacked pipelines.
• stats.ts: Per-request compression stats tracking (original tokens, compressed tokens, savings %, techniques used, engine breakdown, compression combo id).
• types.ts: CompressionMode (off/lite/standard/aggressive/ultra/rtk/stacked), CompressionConfig, CompressionStats, CompressionResult.
• DB settings in src/lib/db/compression.ts, compression combos in src/lib/db/compressionCombos.ts, API routes under src/app/api/settings/compression/, src/app/api/context/*, and preview/language-pack routes under src/app/api/compression/*.

Combo Routing Engine (combo.ts)

• handleComboChat(): Entry point for combo-routed requests. Receives the combo config and iterates through targets in order until one succeeds or all fail.
• resolveComboTargets(): Expands a combo configuration into an ordered array of ResolvedComboTarget[], each specifying provider + model + account + credentials.
• Strategies (15): priority, weighted, fill-first, round-robin, P2C, random, least-used, reset-aware (v3.8), reset-window, cost-optimized, strict-random, auto, lkgp, context-optimized, context-relay. Source: ROUTING_STRATEGY_VALUES in src/shared/constants/routingStrategies.ts.
• Each target calls handleSingleModel() which wraps handleChatCore() with per-target error handling and circuit breaker checks.

Domain Layer (src/domain/)

Policy engine modules: policyEngine.ts, comboResolver.ts, costRules.ts, degradation.ts, fallbackPolicy.ts, lockoutPolicy.ts, modelAvailability.ts, providerExpiration.ts, quotaCache.ts, responses.ts, configAudit.ts.

MCP Server (open-sse/mcp-server/)

87 tools total (TOTAL_MCP_TOOL_COUNT, open-sse/mcp-server/server.ts): a 33-entry base registry (MCP_TOOLS in schemas/tools.ts, bundling the core / cache / compression / 1proxy / advanced tools) plus standalone module sets — memory (3), skill (4), agentSkill (3), gamification (8), plugin (8), notion (6), obsidian (22). 3 transports (stdio / SSE / Streamable HTTP). Scoped auth (30 scopes — see OMNIROUTE_MCP_SCOPES), Zod schemas. See docs/frameworks/MCP-SERVER.md.

Core tools (20): get_health, list_combos, get_combo_metrics, switch_combo, check_quota, route_request, cost_report, list_models_catalog, web_search, simulate_route, set_budget_guard, set_routing_strategy, set_resilience_profile, test_combo, get_provider_metrics, best_combo_for_task, explain_route, get_session_snapshot, db_health_check, sync_pricing.

Cache tools (2): cache_stats, cache_flush.

Compression tools (5): compression_status, compression_configure, set_compression_engine, list_compression_combos, compression_combo_stats.

1proxy tools (3): oneproxy_fetch, oneproxy_rotate, oneproxy_stats.

Memory tools (3): memory_search, memory_add, memory_clear.

Skill tools (4): skills_list, skills_enable, skills_execute, skills_executions.

Agent-skill tools (3): A2A skill discovery / invocation bridges.

Gamification tools (8): levels, badges, leaderboard, and community-federation queries.

Plugin tools (8): plugin marketplace listing, install/enable/disable, and runtime inspection.

Notion tools (6) + Obsidian tools (22): knowledge-base read/write integrations (the largest tool family — vault search, note CRUD, WebDAV-backed file ops).

MCP Internals

• Tool registration: Each tool is an object with { name, description, inputSchema: ZodSchema, handler: async (args) => {...} }. Zod validates inputs before the handler fires.
• createMcpServer() and startMcpStdio() exported from mcp-server/index.ts. createMcpServer() wires all tool sets; startMcpStdio() launches the stdio transport.
• Transports: stdio (CLI omniroute --mcp), SSE (/api/mcp/sse), Streamable HTTP (/api/mcp/stream). All share the same tool/scope engine.
• Scopes (30): Control which tool categories an API key can access. Enforcement happens before handler dispatch.
• Audit: Every tool invocation is logged to SQLite (mcp_audit table) with tool name, args, success/failure, API key attribution, and timestamp.

A2A Server (src/lib/a2a/)

JSON-RPC 2.0, SSE streaming, Task Manager with TTL cleanup. Agent Card at /.well-known/agent.json. Skills (6): smartRouting.ts, quotaManagement.ts, providerDiscovery.ts, costAnalysis.ts, healthReport.ts, listCapabilities.ts.

A2A Internals

• taskManager.ts: State machine lifecycle for tasks: submitted → working → completed | failed | canceled. Tasks have TTL and are cleaned up automatically.
• JSON-RPC methods: message/send (sync), message/stream (SSE), tasks/get, tasks/cancel. Dispatched via POST /a2a.
• Skills: Registered in a DB-backed registry. Each skill receives task context (messages, metadata) and returns structured results. quotaManagement.ts summarizes quota; smartRouting.ts recommends routing decisions.
• Agent Card: /.well-known/agent.json exposes capabilities, skills, and metadata for client auto-discovery.

ACP Module (src/lib/acp/)

Agent Communication Protocol registry and manager.

Memory System (src/lib/memory/)

Extraction, injection, retrieval, summarization, and store modules for persistent conversational memory across sessions.

Skills System (src/lib/skills/)

Extensible skill framework: registry, executor, sandbox, built-in skills, custom skill support, interception, and injection.

Skills Internals

• registry.ts: DB-backed skill registration and discovery. Skills have metadata (name, description, version, enabled status) stored in SQLite.
• executor.ts: Execution engine with configurable timeout and retry logic. Receives skill name + input, looks up the skill, runs it in the sandbox.
• sandbox.ts: Isolation layer for custom (user-provided) skills. Limits resource access and execution time.
• Built-in skills: Ship with OmniRoute (e.g., quota management, routing). Located alongside the registry.
• Interception/Injection: Skills can intercept requests in the pipeline (pre/post processing) or inject context into prompts.

Compliance (src/lib/compliance/)

Policy index for compliance enforcement.

MITM Proxy (src/mitm/)

MITM proxy capability with certificate management, DNS handling, and target routing.

Middleware (src/middleware/)

Request middleware including promptInjectionGuard.ts.

Guardrails (src/lib/guardrails/)

Hot-reloadable guardrails framework (3 built-in: pii-masker, prompt-injection, vision-bridge). Fail-open; per-request opt-out via header. See docs/security/GUARDRAILS.md.

Cloud Agents (src/lib/cloudAgent/)

CloudAgentBase abstract class + 3 agents (codex-cloud, devin, jules). Tasks persisted in cloud_agent_tasks; management auth required. See docs/frameworks/CLOUD_AGENT.md.

Evals (src/lib/evals/)

Generic eval framework: evalRunner.ts, runtime.ts. Targets: combo / model / suite-default. See docs/frameworks/EVALS.md.

Webhooks (src/lib/webhookDispatcher.ts)

HMAC-signed delivery, exponential backoff, auto-disable after 10 failures. 7 event types. See docs/frameworks/WEBHOOKS.md.

Authorization Pipeline (src/server/authz/)

classify → policies → enforce. 3 route classes (PUBLIC / CLIENT_API / MANAGEMENT). See docs/architecture/AUTHZ_GUIDE.md.

Reasoning Replay (src/lib/db/reasoningCache.ts + open-sse/services/reasoningCache.ts)

Hybrid in-memory + SQLite cache for reasoning_content. Re-injects on multi-turn for strict providers (DeepSeek V4, Kimi K2, Qwen-Thinking, GLM, xiaomi-mimo). See docs/routing/REASONING_REPLAY.md.

Tunnels (src/lib/{cloudflaredTunnel,ngrokTunnel}.ts + src/app/api/tunnels/)

Cloudflare Quick/Named, ngrok, Tailscale Funnel. See docs/ops/TUNNELS_GUIDE.md.

Adding a New Provider

1. Register in src/shared/constants/providers.ts
2. Add executor in open-sse/executors/ (if custom logic needed)
3. Add translator in open-sse/translator/ (if non-OpenAI format)
4. Add OAuth config in src/lib/oauth/constants/oauth.ts (if OAuth-based)
5. Add models in open-sse/config/providerRegistry.ts

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Subdirectory AGENTS.md Files

• src/lib/db/AGENTS.md — SQLite persistence, domain modules, migrations
• open-sse/services/AGENTS.md — Routing engine, combo resolution, strategy selection

Reference Documentation (docs/)

For any non-trivial change, read the matching deep-dive first:

Area	Doc
Repo navigation	docs/architecture/REPOSITORY_MAP.md
Architecture	docs/architecture/ARCHITECTURE.md
Engineering reference	docs/architecture/CODEBASE_DOCUMENTATION.md
Auto-Combo (12-factor, 15 strategies)	docs/routing/AUTO-COMBO.md
Resilience (3 layers)	docs/architecture/RESILIENCE_GUIDE.md
Skills	docs/frameworks/SKILLS.md
Memory	docs/frameworks/MEMORY.md
Cloud agents	docs/frameworks/CLOUD_AGENT.md
Guardrails	docs/security/GUARDRAILS.md
Evals	docs/frameworks/EVALS.md
Compliance	docs/security/COMPLIANCE.md
Webhooks	docs/frameworks/WEBHOOKS.md
Authz	docs/architecture/AUTHZ_GUIDE.md
Stealth	docs/security/STEALTH_GUIDE.md
Reasoning replay	docs/routing/REASONING_REPLAY.md
Agent protocols (A2A / ACP / Cloud)	docs/frameworks/AGENT_PROTOCOLS_GUIDE.md
MCP server	docs/frameworks/MCP-SERVER.md
A2A server	docs/frameworks/A2A-SERVER.md
API reference	docs/reference/API_REFERENCE.md + docs/openapi.yaml
Provider catalog (auto-generated)	docs/reference/PROVIDER_REFERENCE.md
Tunnels	docs/ops/TUNNELS_GUIDE.md
Electron desktop	docs/guides/ELECTRON_GUIDE.md
Release flow	docs/ops/RELEASE_CHECKLIST.md
Quality gates (35 gates, allowlist policy)	docs/architecture/QUALITY_GATES.md
Cluster opt-in profiles (memory, bifrost)	docs/architecture/cluster-decisions.md

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Fork / Upstream Workflow

This repository is a fork of diegosouzapw/OmniRoute. Keep fork-only operational changes (for example GHCR image publishing, personal deployment workflows, or local automation) out of upstream contribution PRs.

When preparing a PR for upstream, always start the work branch from upstream/main, not from this fork's main:

git fetch upstream
git switch -c <branch-name> upstream/main

Only cherry-pick or reapply the changes intended for the upstream PR.

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Review Focus

• DB ops go through src/lib/db/ modules, never raw SQL in routes
• Provider requests flow through open-sse/handlers/
• MCP/A2A pages are tabs inside /dashboard/endpoint, not standalone routes
• No memory leaks in SSE streams (abort signals, cleanup)
• Rate limit headers must be parsed correctly
• All API inputs validated with Zod schemas
• Provider constants validated at module load via Zod (src/shared/validation/providerSchema.ts)
• Pricing data syncs from LiteLLM via src/lib/pricingSync.ts
• Memory/Skills are cross-cutting: affect MCP tools, request pipeline, and A2A skills
• ⛔ NEVER close a contributor's PR after using their code — always merge via GitHub so they get credit. See .agents/workflows/review-prs.md for full policy.