github-actions-rerun-effectiveness-auditAudit GitHub Actions rerun dependency and success-after-rerun effectiveness to highlight workflows wasting CI time.
Install via ClawdBot CLI:
clawdbot install daniellummis/github-actions-rerun-effectiveness-auditGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 22, 2026
A large SaaS company uses this skill to audit GitHub Actions workflows across multiple repositories, identifying high rerun rates in deployment pipelines. By analyzing rerun effectiveness, they prioritize fixing flaky tests and resource bottlenecks, reducing CI time waste and speeding up release cycles.
An open-source maintainer applies this skill to monitor CI reruns for pull requests, detecting workflows with frequent failures after reruns. This helps pinpoint unstable dependencies or environment issues, improving contributor experience and reducing maintenance overhead.
An e-commerce platform uses the skill to audit CI workflows for its microservices, focusing on rerun success rates in integration tests. By setting critical thresholds, they automate alerts for workflows wasting significant minutes, ensuring stable deployments during peak sales events.
A financial institution employs this skill to audit GitHub Actions reruns as part of compliance checks, ensuring CI processes are efficient and reproducible. It highlights workflows with high rerun rates that could indicate security or stability risks, aiding in regulatory reporting.
A game studio uses the skill to analyze rerun effectiveness in build and test workflows for large codebases. By tracking wasted minutes from reruns, they optimize resource allocation and reduce delays in iterative development cycles.
Offer CI/CD optimization consulting by using this skill to audit client GitHub Actions workflows, providing actionable insights to reduce rerun waste. Revenue is generated through project-based fees or retainer contracts for ongoing monitoring and improvements.
Integrate this skill into a DevOps SaaS platform as a feature for automated CI audits, helping users identify inefficient workflows. Revenue comes from subscription tiers based on usage volume or advanced analytics capabilities.
Provide managed DevOps services that include regular GitHub Actions audits using this skill, ensuring clients maintain efficient CI pipelines. Revenue is generated through monthly service fees and performance-based bonuses for reducing CI costs.
💬 Integration Tip
Ensure bash and python3 are installed, and collect GitHub Actions run JSON exports using the provided gh CLI command before running the skill for accurate analysis.
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.
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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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