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council-gate

@amiable-dev/llm-council
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SKILL.md

name council-gate
description Quality gate using LLM Council multi-model consensus for CI/CD pipelines. Use for automated approval workflows and pipeline quality checks. Keywords: gate, CI, CD, pipeline, automated approval, quality gate, GitHub Actions
license Apache-2.0
compatibility llm-council >= 2.0, mcp >= 1.0, github-actions >= 2.0
metadata [object Object]
allowed-tools Read Grep mcp:llm-council/verify mcp:llm-council/audit

Council Gate Skill

Automated quality gate using multi-model consensus for CI/CD pipelines.

When to Use

  • Add AI-powered quality checks to GitHub Actions
  • Automate PR approval workflows
  • Gate deployments on multi-model verification
  • Enforce quality standards in pipelines

Exit Codes

Code Verdict CI/CD Behavior
0 PASS Pipeline continues
1 FAIL Pipeline fails
2 UNCLEAR Pipeline pauses for human review

Transcript Location

All deliberations are saved for audit:

.council/logs/{timestamp}-{hash}/
├── request.json      # Input snapshot
├── stage1.json       # Model responses
├── stage2.json       # Peer reviews
├── stage3.json       # Synthesis
└── result.json       # Final verdict

GitHub Actions Integration

name: Council Quality Gate

on:
  pull_request:
    branches: [main, master]

jobs:
  council-gate:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
        with:
          fetch-depth: 0

      - name: Install LLM Council
        run: pip install llm-council-core

      - name: Run Council Gate
        env:
          OPENROUTER_API_KEY: ${{ secrets.OPENROUTER_API_KEY }}
        run: |
          llm-council gate \
            --snapshot ${{ github.sha }} \
            --rubric-focus Security \
            --confidence-threshold 0.8

      - name: Upload Transcript
        if: always()
        uses: actions/upload-artifact@v4
        with:
          name: council-transcript
          path: .council/logs/

Configuration

Parameter Default Description
confidence_threshold 0.7 Minimum confidence for PASS
rubric_focus null Focus area (Security, Performance)
timeout 300s Maximum execution time
tier balanced Council tier (quick, balanced, high)

Output Schema

{
  "verdict": "pass",
  "confidence": 0.85,
  "blocking_issues": [],
  "rationale": "All models agreed...",
  "exit_code": 0,
  "transcript_path": ".council/logs/2025-12-31T..."
}

Example Usage

# Basic gate check
council-gate --snapshot $(git rev-parse HEAD)

# Security-focused gate
council-gate --rubric-focus Security --confidence-threshold 0.9

# Quick tier for faster feedback
council-gate --tier quick --timeout 60

Progressive Disclosure

  • Level 1: This metadata (~200 tokens)
  • Level 2: Full instructions above (~800 tokens)
  • Level 3: See references/ci-cd-rubric.md for CI/CD-specific scoring

Related Skills

  • council-verify: General verification
  • council-review: Code review with feedback