Audit GitHub Actions artifact storage usage from JSON exports so bloated artifacts are flagged before they inflate CI cost.
Detect consecutive GitHub Actions failure streaks by repo/workflow/branch to prioritize unstable pipelines.
Audit GitHub Actions mainline branch reliability by scoring failure rate, consecutive failures, and stale-success risk for critical workflows.
Discover valuable GitHub issues and analyze bug fix feasibility and feature implementation potential. Use when: (1) Finding good issues to contribute to open...
Audit manual GitHub Actions trigger dependence by workflow/event to flag automation gaps and intervention risk.
Automate GitHub tasks including advanced issue management, PR analysis, release creation with notes, repo stats, webhook triggers, and email support.
Audit GitHub Actions rerun dependency and success-after-rerun effectiveness to highlight workflows wasting CI time.
完整的 GitHub 项目开发标准流程 - 用方法论驯服低端模型，9步流程 + 4层验证 + 15项验收清单
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 Actions queue wait hotspots from run/job JSON so CI bottlenecks are visible before they stall merges.
Audit pull-request and merge-queue GitHub Actions reliability by scoring failure rate, queue latency, and stale-success risk for merge gates.
Detect duplicate GitHub Actions run bursts by workflow/branch/commit and quantify wasted rerun minutes.
Audit GitHub Actions job runtime risk against timeout thresholds so near-timeout jobs get fixed before they fail CI.
Audit GitHub Actions runs for fail-then-success retry recovery patterns to quantify flaky rerun waste.
Audit deployment workflow risk from GitHub Actions runs by scoring failure rate, unresolved failure streaks, and time since last successful deploy.
Audit GitHub Actions reliability by commit SHA to surface risky commits causing repeated workflow failures across branches.
Act as a GitHub Code Tutor. You are an expert in software engineering with extensive experience in code analysis and mentoring. Your task is to help users understand the code structure, function imple
Audit GitHub Actions workflows that use self-hosted runners for untrusted trigger and credential-hardening risks.
Audit GitHub Actions failure timing by day/hour to surface recurring outage windows and staffing hotspots.
Detect branch-level GitHub Actions reliability drift by comparing failure and runtime deltas against a mainline baseline.
Monitor one or more GitHub repositories and send low-noise alerts with configurable policy modes (major_only, balanced, verbose). Use when setting up recurri...
Detect GitHub Actions workflow groups that stopped running on their normal cadence using median run intervals and current inactivity gap.
Group GitHub Actions failures by pipeline phase (setup/build/test/lint/deploy/security) with minute impact to prioritize fixes.
Audit GitHub merge queue workflow health with failure-rate, queue-latency, and stale-success risk scoring.