Discover content media cicd skills, compare source repositories and read the instructions for each workflow.
Run security scans locally (Semgrep, Trivy, Gitleaks) to detect vulnerabilities, secrets, and code issues before pushing. Use when the user wants to check for security issues, scan dependencies, or validate cod...
Build mithril-dedup for ML dataset deduplication. Use when implementing MinHash, LSH, clustering, or document I/O.
Configure release builds for maximum performance with LTO, optimizations, and binary stripping. Use for production deployments.
Enhanced dependency analyzer with comprehensive markdown reporting and actionable recommendations. Use when you need to optimize frontend project dependencies, detect security vulnerabilities, identify unused p...
WHEN: Dockerfile review, multi-stage builds, layer optimization, docker-compose WHAT: Image optimization + Layer caching + Security scanning + Compose best practices + Build efficiency WHEN NOT: Kubernetes → k8...
WHEN: CI/CD pipeline review, GitHub Actions, GitLab CI, Jenkins, build optimization WHAT: Pipeline structure + Job optimization + Security scanning + Caching strategy + Deployment patterns WHEN NOT: Kubernetes...
Expert in GitHub workflows including issue management, PR operations, and branch conventions. Use when working with GitHub via MCP.
Expert in writing concise, factual git commit messages for Drift project without AI fluff. Use when committing code changes, creating releases, or reviewing commit history before PRs.
Expert in creating well-structured GitHub issues with clear problem statements, specific acceptance criteria, and actionable technical context using GitHub MCP. Specializes in feature requests, bug reports, and...
Expert in creating well-structured pull requests with clear summaries. Use when writing or structuring PRs.
Plans pytest test strategies for Drift's 90%+ coverage requirement using coverage analysis, edge case identification, and test suite design. Use when determining what tests to write, analyzing coverage gaps, or...
Use when creating or editing skills, before deployment, to verify they work under pressure and resist rationalization - applies RED-GREEN-REFACTOR cycle to process documentation by running baseline without skil...
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before as...
Use when completing tasks, implementing major features, or before merging to verify work meets requirements - dispatches superpowers:code-reviewer subagent to review implementation against plan or requirements...
Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of ma...
Use when executing implementation plans with independent tasks in the current session - dispatches fresh subagent for each task with code review between tasks, enabling fast iteration with quality gates
⚡ PRIMARY TOOL for: 'what's tested', 'find test coverage', 'audit test quality', 'missing tests', 'edge cases', 'test patterns'. Uses claudemem v0.3.0 AST with callers analysis for test discovery. GREP/FIND/GL...
Multi-agent code analysis orchestration using claudemem. Share claudemem output across parallel agents. Enables parallel investigation, consensus analysis, and role-based command mapping.
Call Azure DevOps REST APIs via az devops invoke command. Use when you need to access Azure DevOps features not available in the CLI, such as work item comments, search, boards, backlogs, capacities, or any wit...
Ships new versions of iOS/macOS apps. Use when asked to ship, release, or deploy an app, or when checking if a version is ready to ship.
Implement liveness, readiness, and dependency health checks
Templates, standards, and structure requirements for generating SDLC approach learning repositories. Use when creating new methodology learning repositories, artifact documentation, or validating repository str...
Use when planning strategic roadmaps across the autonomous startups.studio ecosystem - creates hierarchical beads issues across repos/submodules from top-level vision down to component sub-roadmaps for business...
Manage GitHub issues workflow - update status, add comments, create follow-ups. Use when starting work on an issue, completing an issue, or encountering blockers. Triggers on "issue", "close issue", "update iss...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.