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le-mystere-professeur-zacus/docs/architecture/agent-matrix.md
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L'électron rare 20aed903ba feat: AI integration — voice pipeline, hints engine, MCP server, analytics, security
- Voice pipeline: ESP32 WebSocket client → voice bridge → LLM → Piper TTS (Tower :8001)
- Hints engine: 3 puzzles (LA_440, LEFOU_PIANO, QR_FINALE), anti-cheat, 3 hint levels
- MCP hardware server: 6 tools (puzzle, audio, LED, camera, scenario, status), stdio transport
- Analytics: ESP32 module + 6 web endpoints + Dashboard UI with chat interface
- Security: auth middleware (Bearer NVS), rate limiting, input validation on 30 endpoints
- Frontend: code-split (1.1MB → 210KB initial), ErrorBoundary, API timeout, WS reconnect
- Tests: 24 Python + 38 TypeScript + 18 MCP = 80 project tests (+ 19 mascarade)
- Specs: AI_INTEGRATION_SPEC, MCP_HARDWARE_SERVER_SPEC, QA_TEST_MATRIX_SPEC
- Docs: SECURITY, DEPLOYMENT_RUNBOOK, voice pipeline guide, AI architecture map
- 6 AI agent definitions (.github/agents/ai_*.md)
- TUI orchestration script (tools/dev/zacus_tui.py)
- Docker compose TTS for Tower + KXKM-AI
- CHANGELOG, README, mkdocs.yml updated
- Cycle detection (DFS) in runtime3 validator
- Sprint plan: plans/SPRINT_AI_INTEGRATION.md

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-22 13:52:45 +01:00

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# Agent Matrix
| Agent | Scope | Inputs | Outputs |
| --- | --- | --- | --- |
| PM / Architecture | Global audit, sequencing, dependency map | repo state, plans, docs | `plans/master-plan.md`, architecture maps |
| Runtime / Compiler | Runtime 3 schema, compiler, simulator | YAML scenarios, runtime spec | IR JSON, simulator traces, migration rules |
| Frontend Studio | React + Blockly authoring studio | Runtime 3 contract, API contract | Studio UI, previews, lint/build gates |
| Firmware Adapter | Runtime execution on device | IR JSON, firmware APIs | buildable firmware, runtime adapter |
| Content / Narrative | Scenario migration and feature cards | YAML canon, audio/printables manifests | consistent scenario graph, content backlog |
| Tooling / TUI / Logs | CLI/TUI wrappers and evidence | scripts, CI, artifact dirs | `tools/dev/zacus.sh`, validation entrypoints |
| Docs / Knowledge | Specs, Mermaid maps, READMEs | all workstreams | updated docs, MkDocs site |
| QA / Release | Gates, proofs, release readiness | builds, logs, simulations | validation matrix, release checklist |
## Coordination Rule
- `memory/project-memory.md` stores cross-wave context.
- `plans/agents/*.md` store agent-specific execution plans.
- `todos/*.md` store the next concrete chain of work.