github-actions-retry-recovery-auditAudit GitHub Actions runs for fail-then-success retry recovery patterns to quantify flaky rerun waste.
Install via ClawdBot CLI:
clawdbot install daniellummis/github-actions-retry-recovery-auditGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 21, 2026
A SaaS company uses this skill to audit GitHub Actions runs across multiple microservices, identifying flaky tests and infrastructure issues that cause repeated failures before success. By targeting the top recovery sequences with high wasted minutes, they reduce CI costs and improve developer productivity by fixing underlying stability problems.
An open-source project maintainer runs this skill on GitHub Actions workflows to detect flaky reruns in pull request builds, which waste contributor time and delay merges. By setting fail gates with critical waste thresholds, they enforce reliability standards and provide actionable data to improve test suites and CI configurations.
An e-commerce enterprise audits GitHub Actions across development, staging, and production pipelines to quantify minute waste from retry recovery patterns. This helps allocate resources efficiently, prioritize fixes for the most wasteful workflows, and integrate findings into dashboards for continuous improvement in CI/CD reliability.
A financial services firm uses this skill to generate JSON reports on GitHub Actions runs, ensuring compliance with internal SLAs for build stability. By analyzing recovery sequences and setting warning/critical thresholds, they monitor flaky reruns, reduce operational risks, and document CI performance for audit trails.
Offer tailored services to integrate this skill into clients' CI/CD pipelines, providing audits, dashboards, and optimization recommendations. Revenue is generated through project-based fees or retainer contracts for ongoing monitoring and support.
Incorporate this skill into a broader SaaS platform that aggregates GitHub Actions data across organizations, offering advanced analytics, benchmarking, and alerts. Revenue comes from subscription tiers based on usage volume or features.
Distribute the skill as open-source to build community adoption, then offer premium features such as advanced filtering, historical trend analysis, or integration with other tools. Revenue is generated through paid upgrades or enterprise support packages.
💬 Integration Tip
Start by collecting run JSON exports using the provided gh command, then run the skill with default inputs to generate a text report before customizing thresholds and output formats for integration into dashboards or fail gates.
Scored Apr 19, 2026
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries.
Essential Git commands and workflows for version control, branching, and collaboration.
Git commits, branches, rebases, merges, conflict resolution, history recovery, team workflows, and the commands needed for safe day-to-day version control. U...
Query and manage GitHub repositories - list repos, check CI status, create issues, search repos, and view recent activity.
Advanced git operations beyond add/commit/push. Use when rebasing, bisecting bugs, using worktrees for parallel development, recovering with reflog, managing subtrees/submodules, resolving merge conflicts, cherry-picking across branches, or working with monorepos.
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