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L'électron rare 066acde0cb docs: add feature maps, audits, research, plans lots 19-26

- 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>

2026-03-24 00:20:32 +01:00

10 KiB

Raw Blame History

Cartographie GitHub — Écosystème Multi-LLM Mascarade

Dernière MAJ: 2026-03-22 (session 13 — +2 providers EDA, +1 agent kicad-happy) Objectif: Référencer les repos GitHub officiels des providers et outils pertinents pour l'infrastructure Mascarade + Kill_LIFE

🔷 Anthropic — github.com/anthropics (77 repos)

SDKs (providers Mascarade)

Repo	Stars	Langage	Usage Mascarade
anthropic-sdk-python	3.0k	Python	Provider `claude.py` — SDK principal
anthropic-sdk-typescript	1.7k	TypeScript	Frontend/API gateway
anthropic-sdk-go	918	Go	—
anthropic-sdk-java	260	Kotlin	—
anthropic-sdk-csharp	192	C#	—
anthropic-sdk-php	118	PHP	—
anthropic-sdk-ruby	309	Ruby	—

Agents & Tools

Repo	Stars	Description	Pertinence
skills	99.3k	Public Agent Skills registry	Skills de référence pour Kill_LIFE agents
claude-code	81k	CLI coding agent (Shell)	Outil de dev principal
claude-agent-sdk-python	5.6k	SDK agents Python	Potentiel orchestrateur alternatif Mascarade
claude-code-action	6.4k	GitHub Actions CI/CD	CI Kill_LIFE / Mascarade
claude-plugins-official	13.9k	Plugin directory officiel	Référence plugins Kill_LIFE

Ressources & Learning

Repo	Stars	Description
claude-cookbooks	35.6k	Notebooks/recettes Claude
prompt-eng-interactive-tutorial	33.9k	Tutoriel prompt engineering
courses	19.7k	Cours éducatifs Anthropic
claude-quickstarts	15.5k	Quickstart apps déployables

Anthropic Platform configuré

Élément	Valeur
Organisation	L'électron rare
Plan	Evaluation access (free tier)
Workspace	Default
Clé mascarade-router	`sk-ant-api03-bEo...hQAA` ✅
Clé kill-life-governance	`sk-ant-api03-xKJ...zQAA` ✅

🟢 OpenAI — github.com/openai (234 repos)

SDKs (providers Mascarade)

Repo	Stars	Langage	Usage Mascarade
openai-python	30.3k	Python	Provider `openai.py` — SDK principal
openai-node	10.8k	TypeScript	Frontend/API
openai-go	3.1k	Go	—
openai-java	1.4k	Kotlin	—

Agents

Repo	Stars	Description	Pertinence
codex	66.8k	CLI coding agent (Rust)	Concurrent Claude Code
openai-agents-python	20.2k	Multi-agent framework Python	Référence pour architecture agents Mascarade
openai-agents-js	2.5k	Multi-agent framework JS	—
plugins	74	OpenAI Plugins	Plugin architecture ref

Outils & ML

Repo	Stars	Description	Pertinence
whisper	96.4k	Speech Recognition	Potentiel module voix Mascarade
tiktoken	17.6k	BPE tokenizer rapide	Token counting dans router
evals	18k	Framework d'évaluation LLM	Benchmark T-MA-021
openai-cookbook	72.3k	Guides & exemples API	Recettes Responses API

Projets OpenAI Platform configurés

Projet	ID	Clé
Default	`proj_OwtOT7Ws1BtPVsKFkuI3VFpM`	—
Mascarade	`proj_Z6TszEfikDtBSfn5rIeaJnQI`	mascarade-router
Kill_LIFE	`proj_CYBNMcd3L1ml9IZHC1tqdpQh`	kill-life-governance

🟠 Mistral AI — github.com/mistralai (24 repos)

SDKs (providers Mascarade)

Repo	Stars	Langage	Usage Mascarade
client-python	716	Python	Provider `mistral.py` + `mistral_agents.py` — SDK principal
client-ts	131	TypeScript	—

Inference & Fine-tune

Repo	Stars	Description	Pertinence
mistral-inference	10.7k	Lib inférence locale (Jupyter)	Référence formats modèles
mistral-finetune	3.1k	Pipeline fine-tune officiel	T-MA-016/017 — fine-tune KiCad/SPICE
mistral-common	871	Preprocessing/tokenization	Token counting Mistral

Agents & Tools

Repo	Stars	Description	Pertinence
mistral-vibe	3.6k	CLI coding agent Python	Concurrent Claude Code / Codex
agent-client-protocol	4	Fork ACP (éditeur↔agent)	Protocol standard agents
cookbook	2.2k	Recettes Mistral	Exemples Beta API

Agents AI Studio configurés

Agent	ID	Modèle	Temp
Sentinelle	`ag_019d124c...`	mistral-medium-latest	0.1
Tower	`ag_019d124e...`	magistral-medium-latest	0.4
Forge	`ag_019d1251...`	codestral-latest	0.21
Devstral	`ag_019d1253...`	devstral-latest	0.17

Divers

Repo	Description
platform-docs-public (MDX)	Docs API publiques
prom_client_python (fork Prometheus)	Monitoring instrumenté
zed-extensions (fork Zed)	Extension éditeur Zed
megablocks-public (archive, fork Databricks)	MoE sparse training
flyte (fork Flyteorg)	Workflow orchestration

📊 Comparatif CLI Agents (coding tools)

Outil	Org	Stars	Langage	Licence
skills	Anthropic	99.3k	Python	—
claude-code	Anthropic	81k	Shell	—
codex	OpenAI	66.8k	Rust	Apache-2.0
mistral-vibe	Mistral	3.6k	Python	Apache-2.0

📊 Comparatif Agent Frameworks

Framework	Org	Stars	Description
claude-agent-sdk-python	Anthropic	5.6k	SDK agents Claude
openai-agents-python	OpenAI	20.2k	Multi-agent workflows
openai-agents-js	OpenAI	2.5k	Multi-agent JS
(Conversations Beta API)	Mistral	—	Agents via API Studio

🔗 Mapping providers Mascarade → GitHub repos

mascarade/router/providers/
├── claude.py         → anthropics/anthropic-sdk-python
├── openai.py         → openai/openai-python
├── mistral.py        → mistralai/client-python
├── mistral_agents.py → mistralai/client-python + Beta Conversations API
├── google.py         → google (Gemini SDK)
├── bedrock.py        → AWS SDK (boto3)
├── huggingface.py    → huggingface_hub
├── ollama.py         → ollama/ollama-python
├── llama_cpp.py      → local inference
├── apple_coreml.py   → coremltools
├── kicad_router.py   → custom KiCad routing
├── pcbdesigner.py    → planned provider path in active repo (T-EDA-001, Plan 26)
└── quilter.py        → planned provider path in active repo (T-EDA-002, Plan 26)

mascarade/agents/
├── kicad_agent.py        → KiCad schematic/PCB agent
├── kicad_happy_agent.py  → planned agent path in active repo for BOM/LCSC/DFM (T-EDA-003, Plan 26)
├── spice_agent.py        → LTspice simulation agent
├── components_agent.py   → Component sourcing agent
└── freecad_agent.py      → FreeCAD 3D/mechanical agent

💰 Synthèse Billing — Infrastructure Multi-LLM (22 mars 2026)

Provider	Plan	Crédits	Billing	Limites clés
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 ✅
OpenAI	Pay as you go	$50.00	Auto-recharge ON ($25@$15)	Standard tier
Anthropic	Evaluation access (free)	0 (nécessite achat)	—	5 RPM, 10K input TPM, 4K output TPM

Providers Mascarade — Statut opérationnel

Provider	Fichier	SDK	Clé API	Statut
`claude.py`	ClaudeProvider	anthropic SDK	mascarade-router (sk-ant-...hQAA)	✅ Validé (crédits requis)
`openai.py`	OpenAIProvider	openai SDK	mascarade-router (sk-proj-...)	✅ Opérationnel ($50)
`mistral.py`	MistralProvider	mistralai SDK	mascarade-router (708z...7kG)	✅ Connectivité validée
`mistral_agents.py`	MistralAgentsProvider	httpx (Beta API)	mascarade-router (708z...7kG)	✅ 4 agents v2 — validé
`pcbdesigner.py`	PCBDesignerProvider	aiohttp (REST)	`PCBDESIGNER_API_KEY` (a configurer)	🟡 Planned, not implemented in active Mascarade repo
`quilter.py`	QuilterProvider	aiohttp (REST)	`QUILTER_API_KEY` (a configurer)	🟡 Planned, not implemented in active Mascarade repo

Actions suivantes

mistral-finetune → Cloner et tester pour T-MA-016/017 (fine-tune KiCad/SPICE datasets)
openai evals → Adapter framework pour benchmark T-MA-021
claude-agent-sdk-python → Évaluer comme orchestrateur alternatif au router Mascarade
tiktoken → Intégrer token counting OpenAI dans le router (estimation coûts)
openai-agents-python → Étudier patterns multi-agent pour A2A protocol (T-MA-030)
Acheter crédits Anthropic → Nécessaire pour activer le provider Claude en production

🟣 Outils EDA+IA — Providers spécialisés PCB (Plan 26)

Outil	Type Mascarade	API / Source	Approche	Temps typique
PCB Designer AI	Provider	REST `api.pcbdesigner.ai/v1`	IA placement+routing → Gerber → JLCPCB one-click	30min–2h
Quilter	Provider	REST `api.quilter.ai/v1`	Physique+RL, multi-candidat, scores SI/thermal/DFM	2–6h
kicad-happy	Agent	GitHub (Claude Code skills)	Analyse schéma/PCB, BOM extract, sourcing LCSC, DFM	Secondes
KiCad Router	Provider (existant)	Autorouter KiCad interne	Routage offline local	Minutes

Pipeline chaine cible (T-EDA-022)

kicad-happy (analyse+BOM) → quilter (routage physique) → pcbdesigner (commande JLCPCB)

Note de realite:

cette chaine est une cible d'architecture
elle n'est pas implementee dans le repo Mascarade actif au 2026-03-22
aucun provider/agent EDA n'est considere done tant que le fichier n'existe pas dans /Users/electron/Documents/Projets/mascarade

Canonical mapping and adoption notes:

docs/PCB_AI_FAB_INTEGRATION_MAP_2026-03-22.md
specs/contracts/pcb_ai_fab_registry.json
tools/cockpit/pcb_ai_fab_tui.sh

10 KiB Raw Blame History Unescape Escape

Cartographie GitHub — Écosystème Multi-LLM Mascarade

🔷 Anthropic — github.com/anthropics (77 repos)

SDKs (providers Mascarade)

Agents & Tools

Ressources & Learning

Anthropic Platform configuré

🟢 OpenAI — github.com/openai (234 repos)

SDKs (providers Mascarade)

Agents

Outils & ML

Projets OpenAI Platform configurés

🟠 Mistral AI — github.com/mistralai (24 repos)

SDKs (providers Mascarade)

Inference & Fine-tune

Agents & Tools

Agents AI Studio configurés

Divers

📊 Comparatif CLI Agents (coding tools)

📊 Comparatif Agent Frameworks

🔗 Mapping providers Mascarade → GitHub repos

💰 Synthèse Billing — Infrastructure Multi-LLM (22 mars 2026)

Providers Mascarade — Statut opérationnel

Actions suivantes

🟣 Outils EDA+IA — Providers spécialisés PCB (Plan 26)

Pipeline chaine cible (T-EDA-022)

10 KiB

Raw Blame History