github-actions-duplicate-run-auditDetect duplicate GitHub Actions run bursts by workflow/branch/commit and quantify wasted rerun minutes.
Install via ClawdBot CLI:
clawdbot install daniellummis/github-actions-duplicate-run-auditGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 22, 2026
A SaaS company with frequent deployments uses this skill to audit GitHub Actions runs triggered by overlapping events like force-pushes or manual retries. By identifying duplicate runs within a 30-minute window, they quantify wasted CI minutes, adjust trigger configurations, and enforce hygiene policies to reduce cloud costs and improve pipeline efficiency.
Maintainers of a large open-source project apply this skill to analyze workflow runs from contributors' pull requests. They detect bursts of duplicate runs caused by rapid commits or retried dispatches, set severity thresholds to flag critical issues, and use JSON output to automate alerts in their project management tools, ensuring resource-efficient CI processes.
An enterprise with multiple development teams uses this skill to monitor GitHub Actions across repositories. By configuring regex filters for specific workflows or branches, they audit duplicate run patterns, estimate wasted runtime minutes, and generate reports to enforce CI best practices, reducing infrastructure expenses and optimizing team productivity.
An e-commerce platform with high-traffic deployments employs this skill to detect duplicate workflow runs during peak release cycles. They analyze runs grouped by branch and commit SHA, set warn and critical thresholds for wasted minutes, and use the fail-on-critical option to gate deployments, ensuring reliable and cost-effective CI operations.
A university research team uses this skill to audit GitHub Actions runs for academic projects with automated testing. They identify duplicate runs from accidental triggers, measure wasted compute resources, and output text summaries for reporting, helping students learn CI hygiene while managing limited cloud credits effectively.
Offer specialized consulting to help companies optimize their CI/CD pipelines by auditing GitHub Actions with this skill. Provide analysis reports, recommend configuration adjustments, and implement automation for cost savings, generating revenue through hourly or project-based fees.
Integrate this skill into a broader SaaS platform for DevOps monitoring and cost management. Bundle it with features like real-time alerts, dashboards, and historical analytics, charging customers through subscription tiers based on usage volume or number of repositories monitored.
Develop training programs and certifications focused on CI/CD optimization using this skill. Offer workshops, online courses, and certification exams for DevOps professionals, generating revenue from course fees, certification renewals, and corporate training packages.
💬 Integration Tip
Ensure bash and python3 are installed, and use the provided command to collect run JSON data before executing 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.
通过网页抓取获取 GitHub 按日/周/月增长的热门仓库。当用户询问 GitHub 趋势、热门项目、本周热点或「什么在 GitHub 上 trending」时使用。可输出列表或 JSON,无需 API Key。
GitHub 操作技能 - 创建仓库、推送代码、管理 Release。全自动,无需用户干预。
Semantic git history search and code archaeology. Use when asked why code exists, who owns a file, what introduced a regression, what changed in a commit ran...
Deep-dive analysis of GitHub projects. Use when the user mentions a GitHub repo/project name and wants to understand it — triggered by phrases like "帮我看看这个项目...