copilot-guardian
Autonomous CI/CD recovery tool powered by GitHub Copilot CLI. Analyzes failures with multi-hypothesis reasoning, generates risk-stratified patches (Conservative/Balanced/Aggressive), and auto-applies fixes with full t...
About This Work
Autonomous CI/CD recovery tool powered by GitHub Copilot CLI. Analyzes failures with multi-hypothesis reasoning, generates risk-stratified patches (Conservative/Balanced/Aggressive), and auto-applies fixes with full transparency and drift-free AI governance.
Repository Overview
Autonomous CI/CD recovery tool powered by GitHub Copilot CLI. Analyzes failures with multi-hypothesis reasoning, generates risk-stratified patches (Conservative/Balanced/Aggressive), and auto-applies fixes with full transparency and drift-free AI governance.
README Core
When GitHub Actions fails, Guardian analyzes logs with multi-hypothesis reasoning, proposes risk-stratified patches, and blocks unsafe AI output before it touches your code.
Guardian demonstrates five advanced Copilot usage patterns under real CI failures:
This is fail-closed engineering: trust AI, but verify with hard rules.
Use & Documentation
Detailed installation, commands, examples, and deeper usage notes live in the repository README and docs.
README Map
- The CI Healer That Knows When AI Is Wrong
- Why This Is a Copilot CLI Challenge Submission
- Demo (GIF)
- Why This Matters
- Real Output Showcase
- Fail-Closed in Action: When AI Gets It Wrong
Key Signals
- Multi-hypothesis reasoning : generate three competing theories with explicit confidence and evidence.
- Risk-stratified generation : synthesize Conservative/Balanced/Aggressive patches at different risk levels.
- Deterministic fail-closed guardrails : override AI decisions when bypass patterns or malformed outputs are detected.
- MCP-enriched context : use Model Context Protocol for deeper repository context.
- Complete artifact trail : export analysis.json, raw Copilot responses, and patch index for auditability.
Announcements
synced Mar 13, 2026