Audit GitHub Actions runs for fail-then-success retry recovery patterns to quantify flaky rerun waste.
Automate GitHub tasks including advanced issue management, PR analysis, release creation with notes, repo stats, webhook triggers, and email support.
Audit deployment workflow risk from GitHub Actions runs by scoring failure rate, unresolved failure streaks, and time since last successful deploy.
Audit GitHub Actions failure timing by day/hour to surface recurring outage windows and staffing hotspots.
Audit GitHub Actions reliability by commit SHA to surface risky commits causing repeated workflow failures across branches.
--- name: github-actions-sha-rerun-debt-audit description: Audit rerun debt by commit SHA to find commits that repeatedly burn CI minutes across workflows. version: 1.0.0 metadata: {"openclaw":{"requi
Audit GitHub Actions mainline branch reliability by scoring failure rate, consecutive failures, and stale-success risk for critical workflows.
Detect GitHub Actions workflow groups that stopped running on their normal cadence using median run intervals and current inactivity gap.
Detect consecutive GitHub Actions failure streaks by repo/workflow/branch to prioritize unstable pipelines.
Audit GitHub Actions workflows that use self-hosted runners for untrusted trigger and credential-hardening risks.
Audit GitHub Actions cloud auth workflows for OIDC hardening gaps like missing id-token write permissions, static cloud secrets, and floating auth action refs.
Audit GitHub merge queue workflow health with failure-rate, queue-latency, and stale-success risk scoring.
Audit manual GitHub Actions trigger dependence by workflow/event to flag automation gaps and intervention risk.
Compare baseline vs current GitHub Actions run exports to catch workflow/job runtime regressions before CI costs and lead time spike.
Group GitHub Actions failures by pipeline phase (setup/build/test/lint/deploy/security) with minute impact to prioritize fixes.
Audit GitHub Actions rerun dependency and success-after-rerun effectiveness to highlight workflows wasting CI time.
Discover valuable GitHub issues and analyze bug fix feasibility and feature implementation potential. Use when: (1) Finding good issues to contribute to open...
Detect duplicate GitHub Actions run bursts by workflow/branch/commit and quantify wasted rerun minutes.
Audit GitHub Actions queue wait hotspots from run/job JSON so CI bottlenecks are visible before they stall merges.
Detect sudden GitHub Actions failure-rate spikes by workflow group using recent-vs-baseline run windows.
Tracks and analyzes AI-native tools and GitHub repos with fast growth or major updates to reveal emerging trends in AI workflows and ecosystems.
Generates a step-by-step plan to fix a GitHub issue based on its title and description for developers and contributors.
Score the complexity of any GitLab MR or GitHub PR using a 4-dimension framework: Size (20%), Cognitive Load (30%), Review Effort (30%), and Risk/Impact (20%...
Extract content from a GitHub url.