Analyze failed CI/CD pipelines, identify likely root causes, inspect repository configuration and code context, and produce actionable, validated remediation guidance for GitHub Actions, GitLab CI, Jenkins, and related development pipelines.
Catches cascade failures that partial checks miss — pre-check names the risk before editing, post-check demands evidence values after, then auto-repairs in a loop while rereading the entire file every cycle until zero errors remain.
DriftGuard analyzes a repository for dependency and API upgrade impact, identifies affected code, applies targeted migration changes, and validates the result with tests. It returns a structured migration result with changed files, diff, migration report, test results, and PR-ready summary. Runs with Claude Agent in Capafy and supports terminal/CI workflows.
I've managed thousands of pull requests across open-source and enterprise repos — branching strategies, CI debugging, merge conflicts, and review workflows. This skill encodes that entire pipeline so you can automate your PR lifecycle through natural language, just tell me what you need.
比較前後版本清單與依賴關係，找出變更影響及需要重審的項目。Compare declared revision dependencies and identify reviews needing renewal. Local Python download; no model required.
Recover evidence-linked candidate engineering laws from Python Git bug-fix history.
Defensive application-security auditing: turns a repo, manifest, or code snippet into an actionable report—dependency vulnerabilities, leaked secrets, insecure code patterns, and config hardening—mapped to OWASP Top 10 and ranked by severity. Finds risk and the fix only, never attack content.
Check SRT files in batches, get cue-level QA reports, and export conservative repair copies while preserving your originals. Includes explicit time shifts, overlap trimming and two-line track splitting. English edition. Python 3.10+; no API key needed for the local engine.
Paste a diff and get a risk-ranked checklist of what it'll actually break — hidden dependencies, config drift, and blast radius that static analysis can't see, checked before you ship.