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brainstorm

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更新日2026年4月24日 10:12

Multi-turn brainstorming session with RAG, domain profiles (code/tech/btp/cyber/finance), Claude Opus or local Qwen3.5 backend.

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AIdevsmartdata

AIdevsmartdata/chimere-odo

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brainstorm — Multi-turn Brainstorming Sessions

Session de brainstorming avec mémoire persistante, RAG code/web, et profils de domaine.

Default engine: Claude Opus (via claude -p). Add --local for Qwen3.5-35B-A3B.

Commands

start [profile] — démarre session (profils: default, btp, cyber, finance, tech, code)
stop — termine session (export automatique en markdown)
status — état de la session courante
export — exporte en markdown
<message> — tour de brainstorming (RAG web + ChromaDB + LLM)

Code Profile — Architecture & Documentation

Le profil code active :

Recherche web en mode deep (Perplexica balanced → documentation libs/frameworks)
ChromaDB RAG sur la collection code (1704 chunks : llama.cpp, OpenClaw, Python, Rust, Docker)
Thinking mode Qwen3.5 (enable_thinking=true, temp=0.8, top_p=0.95, top_k=20)
System prompt orienté architecte senior : diagrammes ASCII, trade-offs, design patterns

Flags

--code — raccourci pour --profile code
--profile NAME — profil explicite (default, btp, cyber, finance, tech, code)
--local — utilise Qwen3.5-35B-A3B local au lieu de Claude Opus

Profiles

Profile	Domain	Search	RAG	Thinking
`default`	Brainstorming général	auto	auto	true
`tech`	Architecture logicielle	auto	auto	true
`code`	Code, patterns, libs, docs	deep	code	true, temp=0.8
`btp`	BTP / construction	auto	auto	true
`cyber`	Cybersécurité	auto	auto	true
`finance`	Finance / stratégie	auto	auto	true

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brainstorm — Multi-turn Brainstorming Sessions

Session de brainstorming avec mémoire persistante, RAG code/web, et profils de domaine.

Default engine: Claude Opus (via claude -p). Add --local for Qwen3.5-35B-A3B.

Commands

start [profile] — démarre session (profils: default, btp, cyber, finance, tech, code)

stop — termine session (export automatique en markdown)

status — état de la session courante

export — exporte en markdown

<message> — tour de brainstorming (RAG web + ChromaDB + LLM)

Code Profile — Architecture & Documentation

Le profil code active :

Recherche web en mode deep (Perplexica balanced → documentation libs/frameworks)

ChromaDB RAG sur la collection code (1704 chunks : llama.cpp, OpenClaw, Python, Rust, Docker)

Thinking mode Qwen3.5 (enable_thinking=true, temp=0.8, top_p=0.95, top_k=20)

System prompt orienté architecte senior : diagrammes ASCII, trade-offs, design patterns

Flags

--code — raccourci pour --profile code

--profile NAME — profil explicite (default, btp, cyber, finance, tech, code)

--local — utilise Qwen3.5-35B-A3B local au lieu de Claude Opus

Profiles

Profile

Domain

RAG

Thinking

default

Brainstorming général

auto

true

tech

Architecture logicielle

auto

true

code

Code, patterns, libs, docs

deep

code

true, temp=0.8

btp

BTP / construction

auto

true

cyber

Cybersécurité

auto

true

finance

Finance / stratégie

auto

true

name	brainstorm
description	Multi-turn brainstorming session with RAG, domain profiles (code/tech/btp/cyber/finance), Claude Opus or local Qwen3.5 backend.
trigger_patterns	["brainstorm","session de réflexion","explorer idées","options pour","stratégie"]
tools_required	["exec","chromadb_rag","search_router","llm_qwen35"]
examples	["start","start tech --local","--code Hexagonal vs Clean Architecture pour un LLM gateway","--profile code Comment structurer un pipeline RAG avec ChromaDB ?","Quelle stratégie pour le Projet Chimere ?"]
model	qwen3.5-35b-a3b
execution	{"command":"/home/remondiere/.openclaw/bin/brainstorm.sh '$args'","timeout_ms":300000,"arg_mode":"raw"}

name	brainstorm
description	Multi-turn brainstorming session with RAG, domain profiles (code/tech/btp/cyber/finance), Claude Opus or local Qwen3.5 backend.
trigger_patterns	["brainstorm","session de réflexion","explorer idées","options pour","stratégie"]
tools_required	["exec","chromadb_rag","search_router","llm_qwen35"]
examples	["start","start tech --local","--code Hexagonal vs Clean Architecture pour un LLM gateway","--profile code Comment structurer un pipeline RAG avec ChromaDB ?","Quelle stratégie pour le Projet Chimere ?"]
model	qwen3.5-35b-a3b
execution	{"command":"/home/remondiere/.openclaw/bin/brainstorm.sh '$args'","timeout_ms":300000,"arg_mode":"raw"}