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Council Brief

一体化 LLM Council 技能，整合安装、查询与运维：可一键安装依赖并启动后端与前端服务，也可直接提问，由多个模型互评后返回主席综合答案；另提供状态检查与停止服务命令。运行需 git、uv、npm、jq 以及模型服务凭据。

jeadland
jeadland
热度 62.34
最近更新 2026-05-11 17:26:48
分类：知识依赖：代码执行 / 读写文件 / 第三方 API / 内部调用大模型应用场景：研究 / 概念解释 / 摘要总结 / 工作流

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add council-brief
Metadata
name
council-brief
version
2.0.0
description
Unified LLM Council skill — install, query, and manage the multi-model consensus app. Get synthesized answers from multiple LLMs via quick CLI or full web UI. One skill does it all.
slash_command
/council-brief
metadata
{"category":"productivity","tags":["llm","council","llm-council","consensus","multi-model","installer","query","unified"],"repo":"https://github.com/jeadland/llm-council"}

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)