Consult multiple top-tier LLMs simultaneously with automated peer review and synthesis. Leverage the "Wisdom of the Crowd" to get high-confidence answers for complex architectural and debugging tasks.
Inspired by Andrej Karpathy's llm-council.
- Autonomous Investigator: New
/council:investigatecommand that uses a specialized subagent to autonomously explore your codebase and gather evidence before deliberating. - Hierarchical Config: Save your council settings Globally (for all projects) or Project-specifically (checked into your repo).
- Specialized Personas: Run targeted reviews using built-in audit personas (e.g.,
security,performance). - Automatic IQ: The council automatically detects if your query requires a specific persona and applies it to guide the review phase.
- Customizable: Define your own personas in
~/.gemini/extensions/gemini-llm-council/personas.json. - Ambient Grounding: System hooks automatically inject core project metadata (README, package.json) into council consultations.
- Deep Audit Trail: Offload massive raw deliberations to MCP Resources. Accessible via
council://URIs provided in the summary report.
- Gemini CLI installed.
- An OpenRouter API Key.
-
Link the extension:
gemini extensions link . -
Configure API Key: Use the Gemini CLI to set your OpenRouter API key securely.
gemini extensions config gemini-llm-council "OpenRouter API Key" -
Build the extension:
npm install npm run build
-
Configure Council Members:
/council:setup
Choose between Global (All Projects) or Project (Current Folder) scope.
| Command | Description |
|---|---|
/council:setup |
Select models, reasoning depth, and configuration scope. |
/council:ask <query> |
One-shot consultation with automated project grounding and persona detection. |
/council:investigate <issue> |
Autonomous: Subagent handles the file-reading and deliberation loop. |
/council:persona <name> <query> |
Consult using a specific persona (e.g., security, performance, or your custom ones). |
/council:status |
Show active members, reasoning effort, and active configuration scope. |
/council:investigate "The database connection keeps timing out in production environments."
The council investigator will autonomously find your config files, logs, and connection logic to provide a verified fix.
/council:ask "Audit the new user registration flow for potential injection flaws."
The Chairman will automatically detect the "Security" domain and load the appropriate persona.
- Global: Stored in
~/.gemini/extensions/gemini-llm-council/config.json. - Project: Stored in
.gemini/llm-council.json. (Project config overrides global).
- Autonomous Orchestration: Uses Gemini CLI Subagents to isolate the heavy lifting of multi-file investigations.
- Intelligent Grounding: Uses BeforeTool Hooks to automatically provide context about your tech stack.
- Clean UI: Moves raw multi-model critiques to MCP Resources, keeping your main chat readable.
This project was inspired by Andrej Karpathy's LLM council project, as shared in his Twitter (X) post.
MIT