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Council Brief

统一LLM议会技能——安装、查询、管理多模型共识应用。使用快捷CLI或完整网页UI,从多个LLM获取综合答案。

person作者: jeadlandhubclawhub

Council Brief v2.0.0 (Unified)

One skill to rule them all — install, query, and manage LLM Council.

LLM Council is a multi-model consensus app: ask one question to many models, let them critique each other, get a synthesized chairman answer.

v2.0.0 Upgrade: Now unified! Previously separate install-llm-council and ask-council skills are merged here. One command handles everything.

Usage

| Command | Action | |---------|--------| | /council-brief install | Install deps and start backend + frontend | | /council-brief ask <question> | Quick chairman's answer (headless) | | /council-brief <question> | Shorthand — just ask directly | | /council-brief status | Check if services are running | | /council-brief stop | Stop background services | | /council-brief --help | Show usage help |

Examples

Install and run:

/council-brief install

Quick question (no browser needed):

/council-brief ask "Should I invest in Tesla right now?"
/council-brief "Is Python or Go better for microservices?"
/council-brief What are the tradeoffs of Rust vs Zig?

Check status:

/council-brief status

Stop services:

/council-brief stop

Two Ways to Use

| Mode | Best For | Command | |------|----------|---------| | Quick answer | Fast decisions, mobile, casual questions | /council-brief "question" | | Full discussion | Deep research, exploring disagreements, seeing all model responses | /council-brief install then open browser at :5173 |

How Ask Mode Works

  1. Sends your question to the LLM Council backend
  2. Waits for Stage 1 (all models respond)
  3. Waits for Stage 2 (models rank each other)
  4. Returns Stage 3 (Chairman's final synthesis)
  5. Takes 30-60 seconds — models need time to deliberate

How Install Mode Works

  1. Resolves credentials (env → workspace .env → OpenClaw gateway)
  2. Clones/updates https://github.com/jeadland/llm-council
  3. Installs Python backend (uv sync)
  4. Installs frontend (npm ci)
  5. Starts backend (FastAPI on :8001)
  6. Starts frontend (Vite dev on :5173)

Prerequisites

  • git, uv (Python), npm, jq
  • API credentials: OPENROUTER_API_KEY in env/workspace .env, OR OpenClaw gateway configured

Ports

| Service | Port | |---------|------| | Backend (FastAPI) | 8001 | | Frontend dev | 5173 | | Frontend preview | 4173 |

Files

| File | Purpose | |------|---------| | SKILL.md | This documentation | | council-brief.sh | Main router script (install/ask/status/stop) | | ask-council.sh | Query handler (chairman's answer) | | install.sh | Installer/launcher | | stop.sh | Service stopper | | status.sh | Service status checker | | _meta.json | Skill metadata |

Agent Instructions

When user says /council-brief <args>:

bash ~/.openclaw/skills/council-brief/council-brief.sh "$@"

The council-brief.sh script handles argument routing:

  • install → runs install.sh (setup + launch)
  • ask <question> or any freeform text → runs ask-council.sh (query mode)
  • status → runs status.sh (check services)
  • stop → runs stop.sh (stop services)
  • --help or help → shows usage

Changelog

v2.0.0 — Unified skill merging:

  • install-llm-council (setup/launcher)
  • council-brief v1.x (quick answers only)
  • ask-council (deprecated duplicate)

Now one skill handles everything: install, query, status, stop.

v1.0.5 — Previous version (query-only mode, required manual install)