Code Review
Automated code review and analysis
pre-mortem
by boshu2
'Validate a plan or spec before implementation using multi-model council. Answer: Is this good enough to implement? Triggers: "pre-mortem", "validate plan", "validate spec", "is this ready".'
pr-plan
by boshu2
'Plan an open source PR contribution. Takes pr-research output and produces scope, acceptance criteria, and risk assessment. Triggers: "pr plan", "contribution plan", "plan PR", "plan contribution".'
inbox
by boshu2
'Agent Mail inbox monitoring. Check pending messages, HELP_REQUESTs, and recent completions. Triggers: "inbox", "check mail", "any messages", "show inbox", "pending messages", "who needs help".'
oss-docs
by boshu2
'Scaffold and audit OSS documentation packs for open source projects. Triggers: "add OSS docs", "setup contributing guide", "add changelog", "prepare for open source", "add AGENTS.md", "OSS documentation".'
goals
by boshu2
'Maintain GOALS.yaml fitness specification. Generate new goals from repo state, prune stale goals, update drifted checks. Triggers: "goals", "goal status", "show goals", "generate goals", "add goals", "prune goals", "update goals", "clean goals".'
post-mortem
by boshu2
'Wrap up completed work. Council validates the implementation, then extract learnings. Triggers: "post-mortem", "wrap up", "close epic", "what did we learn".'
single-cell-preprocessing-with-omicverse
by Starlitnightly
Walk through omicverse's single-cell preprocessing tutorials to QC PBMC3k data, normalise counts, detect HVGs, and run PCA/embedding pipelines on CPU, CPUâGPU mixed, or GPU stacks.
single-cell-cellphonedb-communication-mapping
by Starlitnightly
Run omicverse's CellPhoneDB v5 wrapper on annotated single-cell data to infer ligand-receptor networks and produce CellChat-style visualisations.
code-review-small
by breaking-brake
Quick code review for small PRs (<100 lines). Focuses on basic code quality, naming conventions, and obvious bugs.
pr-review
by Gentleman-Programming
Reviews GitHub PRs and leaves human, direct comments. Trigger: When user asks to review a PR, check a PR, or gives a PR URL.
gh-cli
by mfts
GitHub CLI (gh) comprehensive reference for repositories, issues, pull requests, Actions, projects, releases, gists, codespaces, organizations, extensions, and all GitHub operations from the command line.
web-design-guidelines
by mfts
Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".
lint
by RediSearch
Check code quality and formatting before committing changes. Use this to verify your changes meet our coding standards.
check-rust-coverage
by RediSearch
Check which Rust lines are not covered by Rust tests. Use this when you developed new Rust code and want to ensure it is tested.
content-research-writer
by sonofmagic
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.
project-setup
by codewithmukesh
Interactive project setup, health check, and migration workflows. Guides developers through project initialization with customized CLAUDE.md generation, codebase health analysis using MCP tools, and .NET version migration. Load when: "init project", "setup project", "new project", "health check", "analyze project", "project report", "migrate", "upgrade dotnet", "upgrade .NET", "generate CLAUDE.md".
pulseverifier
by FStarLang
Use fstar.exe to verify Pulse code and interpret the errors reported
fstarverifier
by FStarLang
Use fstar.exe to verify F* code and interpret the errors reported
tech-debt
by mcouthon
"Use when finding code smells, auditing TODOs, removing dead code, cleaning up unused imports, or assessing code quality. Triggers on: 'use tech-debt mode', 'tech debt', 'code smells', 'clean up', 'remove dead code', 'delete unused', 'simplify'. Full access mode - can modify files and run tests."
energy-management
by RefoundAI
Help users manage their energy for sustained performance. Use when someone is feeling burned out, trying to find their zone of genius, scheduling for productivity, or identifying what drains vs energizes them.
methodology-curator
by athola
Surfaces expert frameworks and proven methodologies before creating OR
architecture-paradigm-microkernel
by athola
'Minimal core system with plugin-based feature extensibility for platform
compare-against-empty-list
by blockscout
Optimize list checks by comparing against empty lists instead of using length/1. Avoid expensive list traversal operations when checking if a list is empty or has elements. Use pattern matching or empty list comparison for better performance.
minimalist-review
by slavingia
Review any business decision, plan, or strategy through the minimalist entrepreneur lens. Use when someone wants a gut-check on a business decision, wants to simplify their approach, or needs to decide between options.