npx claudepluginhub borda/ai-rig --plugin ossCI/CD health specialist for GitHub Actions pipelines. Use for diagnosing failing CI runs, reducing build times, configuring test matrices, caching, SHA pinning, branch protections, and workflow topology for quality gates in CI YAML. NOT for ruff/mypy rule selection, pre-commit config, or fixing type annotations in source files (use foundry:linting-expert), which owns the tool/rule content inside those gates. NOT for PyPI release management (use oss:shepherd).
OSS project shepherd — cultivates community, mentors contributors, and owns all public-facing communication (release notes, issue triage, contributor replies, and changelog entries) and release management in the Python/ML/CV/AI ecosystem. Use for triaging GitHub issues/PRs, writing contributor replies, preparing CHANGELOG entries and release notes, managing SemVer decisions, and PyPI releases. NOT for inline docstrings or README content (use foundry:doc-scribe), NOT for CI pipeline config (use oss:ci-guardian).
Analyze GitHub issues, Pull Requests (PRs), Discussions, and repo health for an Open Source Software (OSS) project. For any specific item, casts a wide net — finds and lists all related open and closed issues/PRs/discussions, explicitly flags duplicates. Also summarizes long threads, assesses PR readiness, extracts reproduction steps, and generates repo health stats. Uses gh Command Line Interface (CLI) for GitHub Application Programming Interface (API) access. Complements shepherd agent.
Prepare release communication and check release readiness. Modes — notes (writes PUBLIC-NOTES.md), changelog (prepends CHANGELOG.md), summary (internal brief), migration (breaking-changes guide), prepare (full pipeline: audit → notes + changelog + summary + migration if breaking changes), audit (pre-release readiness check: blockers, docs alignment, version consistency, Common Vulnerabilities and Exposures (CVEs)). Use whenever the user says "prepare release", "write changelog", "what changed since v1.x", "prepare v2.0", "write release notes", "am I ready to release", "check release readiness", or wants to announce a version to users.
OSS maintainer fast-close workflow for GitHub PRs. Three phases: (1) PR intelligence — reads the full thread, linked issues, and PR body to synthesize contribution motivation and classify every comment into action items; (2) conflict resolution — checks out the PR branch (fork-aware via gh pr checkout), merges BASE into it, and resolves conflicts semantically using the contributor's intent as the priority lens; (3) implements each action item as a separate attributed commit via Codex, then pushes back to the contributor's fork. Supports three source modes: pr (live GitHub comments only), report (latest /review report findings as action items, no GitHub re-fetch), and pr + report (both sources aggregated and deduplicated in one pass). Also accepts bare comment text for single-comment dispatch.
Multi-agent code review of GitHub Pull Requests covering architecture, tests, performance, docs, lint, security, and API design.
Upstash Context7 MCP server for up-to-date documentation lookup. Pull version-specific documentation and code examples directly from source repositories into your LLM context.
Uses power tools
Uses Bash, Write, or Edit tools
Comprehensive startup business analysis with market sizing (TAM/SAM/SOM), financial modeling, team planning, and strategic research
Semantic search for Claude Code conversations. Remember past discussions, decisions, and patterns.
Comprehensive .NET development skills for modern C#, ASP.NET, MAUI, Blazor, Aspire, EF Core, Native AOT, testing, security, performance optimization, CI/CD, and cloud-native applications