L'électron rare
066acde0cb
- Feature maps: agentic intelligence, digital factory, yiacad global/UI/UX/backend - Audits: consolidation, refactor manifest, exhaustive refonte - Research: OSS AI-native CAD, digital factory stack, mascarade observability - Plans: lots 19-26 (mesh tri-repo, UI/UX refonte, yiacad global, intelligence agentique, mistral agents/studio, hypnoled, EDA AI tools, git EDA platform) - Operator docs: machine registry, alignment, sync status, provider compat - Mascarade/Kill_LIFE product contracts and OPS bridge - PCB AI fab integration map, artifact WMS index - References directory Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
227 lines
10 KiB
Markdown
227 lines
10 KiB
Markdown
# Cartographie GitHub — Écosystème Multi-LLM Mascarade
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> **Dernière MAJ**: 2026-03-22 (session 13 — +2 providers EDA, +1 agent kicad-happy)
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> **Objectif**: Référencer les repos GitHub officiels des providers et outils pertinents pour l'infrastructure Mascarade + Kill_LIFE
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---
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## 🔷 Anthropic — github.com/anthropics (77 repos)
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### SDKs (providers Mascarade)
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| Repo | Stars | Langage | Usage Mascarade |
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|------|-------|---------|-----------------|
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| **anthropic-sdk-python** | 3.0k | Python | Provider `claude.py` — SDK principal |
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| **anthropic-sdk-typescript** | 1.7k | TypeScript | Frontend/API gateway |
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| **anthropic-sdk-go** | 918 | Go | — |
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| **anthropic-sdk-java** | 260 | Kotlin | — |
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| **anthropic-sdk-csharp** | 192 | C# | — |
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| **anthropic-sdk-php** | 118 | PHP | — |
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| **anthropic-sdk-ruby** | 309 | Ruby | — |
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### Agents & Tools
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| Repo | Stars | Description | Pertinence |
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|------|-------|-------------|------------|
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| **skills** | 99.3k | Public Agent Skills registry | Skills de référence pour Kill_LIFE agents |
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| **claude-code** | 81k | CLI coding agent (Shell) | Outil de dev principal |
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| **claude-agent-sdk-python** | 5.6k | SDK agents Python | Potentiel orchestrateur alternatif Mascarade |
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| **claude-code-action** | 6.4k | GitHub Actions CI/CD | CI Kill_LIFE / Mascarade |
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| **claude-plugins-official** | 13.9k | Plugin directory officiel | Référence plugins Kill_LIFE |
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### Ressources & Learning
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| Repo | Stars | Description |
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|------|-------|-------------|
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| **claude-cookbooks** | 35.6k | Notebooks/recettes Claude |
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| **prompt-eng-interactive-tutorial** | 33.9k | Tutoriel prompt engineering |
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| **courses** | 19.7k | Cours éducatifs Anthropic |
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| **claude-quickstarts** | 15.5k | Quickstart apps déployables |
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### Anthropic Platform configuré
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| Élément | Valeur |
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|---------|--------|
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| Organisation | L'électron rare |
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| Plan | Evaluation access (free tier) |
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| Workspace | Default |
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| Clé mascarade-router | `sk-ant-api03-bEo...hQAA` ✅ |
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| Clé kill-life-governance | `sk-ant-api03-xKJ...zQAA` ✅ |
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---
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## 🟢 OpenAI — github.com/openai (234 repos)
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### SDKs (providers Mascarade)
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| Repo | Stars | Langage | Usage Mascarade |
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|------|-------|---------|-----------------|
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| **openai-python** | 30.3k | Python | Provider `openai.py` — SDK principal |
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| **openai-node** | 10.8k | TypeScript | Frontend/API |
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| **openai-go** | 3.1k | Go | — |
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| **openai-java** | 1.4k | Kotlin | — |
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### Agents
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| Repo | Stars | Description | Pertinence |
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|------|-------|-------------|------------|
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| **codex** | 66.8k | CLI coding agent (Rust) | Concurrent Claude Code |
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| **openai-agents-python** | 20.2k | Multi-agent framework Python | Référence pour architecture agents Mascarade |
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| **openai-agents-js** | 2.5k | Multi-agent framework JS | — |
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| **plugins** | 74 | OpenAI Plugins | Plugin architecture ref |
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### Outils & ML
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| Repo | Stars | Description | Pertinence |
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|------|-------|-------------|------------|
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| **whisper** | 96.4k | Speech Recognition | Potentiel module voix Mascarade |
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| **tiktoken** | 17.6k | BPE tokenizer rapide | Token counting dans router |
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| **evals** | 18k | Framework d'évaluation LLM | Benchmark T-MA-021 |
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| **openai-cookbook** | 72.3k | Guides & exemples API | Recettes Responses API |
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### Projets OpenAI Platform configurés
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| Projet | ID | Clé |
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|--------|----|-----|
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| Default | `proj_OwtOT7Ws1BtPVsKFkuI3VFpM` | — |
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| Mascarade | `proj_Z6TszEfikDtBSfn5rIeaJnQI` | mascarade-router |
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| Kill_LIFE | `proj_CYBNMcd3L1ml9IZHC1tqdpQh` | kill-life-governance |
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---
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## 🟠 Mistral AI — github.com/mistralai (24 repos)
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### SDKs (providers Mascarade)
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| Repo | Stars | Langage | Usage Mascarade |
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|------|-------|---------|-----------------|
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| **client-python** | 716 | Python | Provider `mistral.py` + `mistral_agents.py` — SDK principal |
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| **client-ts** | 131 | TypeScript | — |
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### Inference & Fine-tune
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| Repo | Stars | Description | Pertinence |
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|------|-------|-------------|------------|
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| **mistral-inference** | 10.7k | Lib inférence locale (Jupyter) | Référence formats modèles |
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| **mistral-finetune** | 3.1k | Pipeline fine-tune officiel | **T-MA-016/017** — fine-tune KiCad/SPICE |
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| **mistral-common** | 871 | Preprocessing/tokenization | Token counting Mistral |
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### Agents & Tools
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| Repo | Stars | Description | Pertinence |
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|------|-------|-------------|------------|
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| **mistral-vibe** | 3.6k | CLI coding agent Python | Concurrent Claude Code / Codex |
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| **agent-client-protocol** | 4 | Fork ACP (éditeur↔agent) | Protocol standard agents |
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| **cookbook** | 2.2k | Recettes Mistral | Exemples Beta API |
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### Agents AI Studio configurés
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| Agent | ID | Modèle | Temp |
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|-------|----|--------|------|
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| Sentinelle | `ag_019d124c...` | mistral-medium-latest | 0.1 |
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| Tower | `ag_019d124e...` | magistral-medium-latest | 0.4 |
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| Forge | `ag_019d1251...` | codestral-latest | 0.21 |
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| Devstral | `ag_019d1253...` | devstral-latest | 0.17 |
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### Divers
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| Repo | Description |
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|------|-------------|
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| **platform-docs-public** (MDX) | Docs API publiques |
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| **prom_client_python** (fork Prometheus) | Monitoring instrumenté |
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| **zed-extensions** (fork Zed) | Extension éditeur Zed |
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| **megablocks-public** (archive, fork Databricks) | MoE sparse training |
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| **flyte** (fork Flyteorg) | Workflow orchestration |
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---
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## 📊 Comparatif CLI Agents (coding tools)
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| Outil | Org | Stars | Langage | Licence |
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|-------|-----|-------|---------|---------|
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| **skills** | Anthropic | 99.3k | Python | — |
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| **claude-code** | Anthropic | 81k | Shell | — |
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| **codex** | OpenAI | 66.8k | Rust | Apache-2.0 |
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| **mistral-vibe** | Mistral | 3.6k | Python | Apache-2.0 |
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## 📊 Comparatif Agent Frameworks
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| Framework | Org | Stars | Description |
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|-----------|-----|-------|-------------|
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| **claude-agent-sdk-python** | Anthropic | 5.6k | SDK agents Claude |
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| **openai-agents-python** | OpenAI | 20.2k | Multi-agent workflows |
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| **openai-agents-js** | OpenAI | 2.5k | Multi-agent JS |
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| *(Conversations Beta API)* | Mistral | — | Agents via API Studio |
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---
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## 🔗 Mapping providers Mascarade → GitHub repos
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```
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mascarade/router/providers/
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├── claude.py → anthropics/anthropic-sdk-python
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├── openai.py → openai/openai-python
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├── mistral.py → mistralai/client-python
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├── mistral_agents.py → mistralai/client-python + Beta Conversations API
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├── google.py → google (Gemini SDK)
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├── bedrock.py → AWS SDK (boto3)
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├── huggingface.py → huggingface_hub
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├── ollama.py → ollama/ollama-python
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├── llama_cpp.py → local inference
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├── apple_coreml.py → coremltools
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├── kicad_router.py → custom KiCad routing
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├── pcbdesigner.py → planned provider path in active repo (T-EDA-001, Plan 26)
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└── quilter.py → planned provider path in active repo (T-EDA-002, Plan 26)
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mascarade/agents/
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├── kicad_agent.py → KiCad schematic/PCB agent
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├── kicad_happy_agent.py → planned agent path in active repo for BOM/LCSC/DFM (T-EDA-003, Plan 26)
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├── spice_agent.py → LTspice simulation agent
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├── components_agent.py → Component sourcing agent
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└── freecad_agent.py → FreeCAD 3D/mechanical agent
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```
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---
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## 💰 Synthèse Billing — Infrastructure Multi-LLM (22 mars 2026)
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| Provider | Plan | Crédits | Billing | Limites clés |
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|----------|------|---------|---------|--------------|
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| **Mistral** | Le Chat Team (59,98 €/mois) + AI Studio Scale | 0,00 € (pay-as-you-go) | Visa ****-2046 | 6 RPS, 2M TPM, 10B tokens/mois, fine-tune ✅ |
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| **OpenAI** | Pay as you go | **$50.00** | Auto-recharge ON ($25@$15) | Standard tier |
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| **Anthropic** | Evaluation access (free) | **0** (nécessite achat) | — | 5 RPM, 10K input TPM, 4K output TPM |
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### Providers Mascarade — Statut opérationnel
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| Provider | Fichier | SDK | Clé API | Statut |
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|----------|---------|-----|---------|--------|
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| `claude.py` | ClaudeProvider | anthropic SDK | mascarade-router (sk-ant-...hQAA) | ✅ Validé (crédits requis) |
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| `openai.py` | OpenAIProvider | openai SDK | mascarade-router (sk-proj-...) | ✅ Opérationnel ($50) |
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| `mistral.py` | MistralProvider | mistralai SDK | mascarade-router (708z...7kG) | ✅ Connectivité validée |
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| `mistral_agents.py` | MistralAgentsProvider | httpx (Beta API) | mascarade-router (708z...7kG) | ✅ 4 agents v2 — validé |
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| `pcbdesigner.py` | PCBDesignerProvider | aiohttp (REST) | `PCBDESIGNER_API_KEY` (a configurer) | 🟡 Planned, not implemented in active Mascarade repo |
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| `quilter.py` | QuilterProvider | aiohttp (REST) | `QUILTER_API_KEY` (a configurer) | 🟡 Planned, not implemented in active Mascarade repo |
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---
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## Actions suivantes
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1. **mistral-finetune** → Cloner et tester pour T-MA-016/017 (fine-tune KiCad/SPICE datasets)
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2. **openai evals** → Adapter framework pour benchmark T-MA-021
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3. **claude-agent-sdk-python** → Évaluer comme orchestrateur alternatif au router Mascarade
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4. **tiktoken** → Intégrer token counting OpenAI dans le router (estimation coûts)
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5. **openai-agents-python** → Étudier patterns multi-agent pour A2A protocol (T-MA-030)
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6. **Acheter crédits Anthropic** → Nécessaire pour activer le provider Claude en production
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---
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## 🟣 Outils EDA+IA — Providers spécialisés PCB (Plan 26)
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| Outil | Type Mascarade | API / Source | Approche | Temps typique |
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|-------|---------------|-------------|----------|---------------|
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| **PCB Designer AI** | Provider | REST `api.pcbdesigner.ai/v1` | IA placement+routing → Gerber → JLCPCB one-click | 30min–2h |
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| **Quilter** | Provider | REST `api.quilter.ai/v1` | Physique+RL, multi-candidat, scores SI/thermal/DFM | 2–6h |
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| **kicad-happy** | Agent | GitHub (Claude Code skills) | Analyse schéma/PCB, BOM extract, sourcing LCSC, DFM | Secondes |
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| **KiCad Router** | Provider (existant) | Autorouter KiCad interne | Routage offline local | Minutes |
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### Pipeline chaine cible (T-EDA-022)
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```
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kicad-happy (analyse+BOM) → quilter (routage physique) → pcbdesigner (commande JLCPCB)
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```
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Note de realite:
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- cette chaine est une cible d'architecture
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- elle n'est pas implementee dans le repo Mascarade actif au 2026-03-22
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- aucun provider/agent EDA n'est considere `done` tant que le fichier n'existe pas dans `/Users/electron/Documents/Projets/mascarade`
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Canonical mapping and adoption notes:
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- `docs/PCB_AI_FAB_INTEGRATION_MAP_2026-03-22.md`
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- `specs/contracts/pcb_ai_fab_registry.json`
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- `tools/cockpit/pcb_ai_fab_tui.sh`
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