Git & VCS
Git operations, commit helpers, branch management
review-changes
by wcygan
Orchestrate multiple review agents for a comprehensive pre-PR code review. Analyzes diff, verifies intent alignment with linked issues, and checks for broader codebase impacts. Use before opening a PR to catch bugs, security issues, silent failures, and performance problems. Keywords: review, code review, pre-PR, diff review, check changes, audit changes
spike
by wcygan
Quick prototype or investigation in an isolated git worktree. Creates a worktree, spawns agents to explore a technical approach, and opens a draft PR with findings. Use for time-boxed technical exploration, feasibility testing, library evaluation, or codebase audits. Keywords: spike, prototype, worktree, explore, feasibility, proof of concept, PoC, try, experiment, can we use, audit, investigate, trace, wired up
changelog
by wcygan
Generate a changelog or release notes from git history between two refs (tags, commits, or branches). Use when preparing a release, summarizing changes, or creating release notes. Keywords: changelog, release notes, release, changes, what changed, version, tag, diff, history, summary
gh-cli
by wcygan
Work with GitHub from the command line using the GitHub CLI (gh). Use when managing repositories, pull requests, issues, releases, GitHub Actions, or any GitHub operations. Keywords: github, gh, pull request, PR, issue, release, workflow, actions, repository, fork, clone, merge
fix-issue
by wcygan
Take a GitHub issue number, investigate it, implement a fix, write tests, and open a PR. End-to-end workflow from assigned issue to merged PR. Use when you want to fix a specific GitHub issue. Keywords: fix issue, github issue, resolve issue, close issue, implement issue, issue to PR, bug fix
commit
by wcygan
Analyze staged changes and create a well-crafted conventional commit. Handles unstaged files, pre-commit hook failures, and multi-file changes. Use when ready to commit, or when you want help writing a good commit message. Keywords: commit, git commit, stage, conventional commit, commit message
create-pr
by wcygan
Create a pull request using git and GitHub CLI. Handles the full workflow from committing changes to opening a PR. Use when creating a PR, opening a pull request, submitting changes for review, or pushing a branch for review. Keywords: pull request, PR, create PR, open PR, submit PR, push for review, code review
diff-explain
by wcygan
Explain a diff in plain English. Works with staged changes, unstaged changes, commits, branches, or PR numbers. Use when you want to understand what changed and why. Keywords: diff, explain diff, what changed, understand changes, diff summary, review changes, read diff
fast-commit
by wcygan
Stage all changes with git add -A and commit immediately with a concise message derived from recent work. Use when you want to quickly commit everything without interactive review or confirmation. Keywords: fast commit, quick commit, commit everything, stage all, commit all, ship it
bcftools-variant-manipulation
by jaechang-hits
"Command-line toolkit for VCF/BCF variant file manipulation. Filter, merge, annotate, query, normalize, and compute statistics on variant call files. Essential for post-variant-calling pipelines: quality filtering, multi-sample merging, rsID annotation, and genotype extraction. Companion to samtools in the HTSlib ecosystem. Use GATK instead for complex indel realignment during variant calling; use VCFtools instead for population genetics statistics."
gtars
by jaechang-hits
"GTARS is a Rust-backed Python library for fast genomic token arithmetic and BED file processing. Perform high-performance BED file I/O, genomic interval set operations (intersect, merge, complement, subtract), tokenization of genomic regions against a universe, and universe construction. Use for preprocessing large BED file collections, building token vocabularies for ML pipelines, and computing interval statistics at scale."
bwa-mem2-dna-aligner
by jaechang-hits
"Fast short-read DNA aligner for whole-genome, whole-exome, and ChIP-seq alignment to a reference genome. BWA-MEM2 is the 2× faster successor to BWA-MEM; outputs SAM/BAM with read group headers required by GATK. Produces primary alignments with supplementary records for chimeric reads. Use STAR instead for RNA-seq splice-aware alignment; use Bowtie2 as an alternative with comparable accuracy."
github-research
by lingzhi227
Explore and analyze GitHub repositories related to a research topic. Reads deep-research output, discovers repos from multiple sources, deeply analyzes code, and produces integration blueprints.
pm-pr-workflow
by bobmatnyc
Branch protection and PR creation workflow
PM Session Management
by bobmatnyc
mpm-delegation-patterns - Resuming delegations mid-workflow
gitlab-webhooks
by hookdeck
Receive and verify GitLab webhooks. Use when setting up GitLab webhook handlers, debugging token verification, or handling repository events like push, merge_request, issue, pipeline, or release.
clerk-webhooks
by hookdeck
Receive and verify Clerk webhooks. Use when setting up Clerk webhook handlers, debugging signature verification, or handling user events like user.created, user.updated, session.created, or organization.created.
elevenlabs-webhooks
by hookdeck
Receive and verify ElevenLabs webhooks. Use when setting up ElevenLabs webhook handlers, debugging signature verification, or handling call transcription events.
openai-webhooks
by hookdeck
Receive and verify OpenAI webhooks. Use when setting up OpenAI webhook handlers for fine-tuning jobs, batch completions, or async events like fine_tuning.job.completed, batch.completed, or realtime.call.incoming.
vercel-webhooks
by hookdeck
Receive and verify Vercel webhooks. Use when setting up Vercel webhook handlers, debugging signature verification, or handling deployment events like deployment.created, deployment.succeeded, or project.created.
woocommerce-webhooks
by hookdeck
Receive and verify WooCommerce webhooks. Use when setting up WooCommerce webhook handlers, debugging signature verification, or handling e-commerce events like order.created, order.updated, product.created, or customer.created.
gh-activity-summary
by ericmjl
Generate a plain-language activity report of your GitHub work for a given date range, including commits, pull requests, reviews, issues, and comments. Use this when you need to summarize what you've accomplished on GitHub for status updates, retrospectives, or tracking your work.
debug-github-ci
by ericmjl
Debug GitHub Actions and CI failures using gh CLI: watch PR checks, fetch run logs, analyze failures, reproduce locally, and suggest fixes. Use when CI fails, when the user wants to watch or verify CI, or when debugging workflow runs.
technical-specification
by leeovery
"Build validated specifications from source material through collaborative refinement. Use when: (1) User asks to create/build a specification from source material, (2) User wants to validate and refine content before planning, (3) Converting source material (discussions, research, requirements) into standalone specifications, (4) User says 'specify this' or 'create a spec', (5) Need to filter hallucinations and enrich gaps before formal planning. Creates specifications in .workflows/specification/{topic}/specification.md that can be used to build implementation plans."