Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification
Generate professional PDF lead magnets (ebooks, checklists, cheatsheets) with consistent branding and high-quality typography.
Search for places (restaurants, cafes, etc.) via Google Places API proxy on localhost.
Use when partner provides a complete implementation plan to execute in controlled batches with review checkpoints - loads plan, reviews critically, executes tasks in batches, reports for review between batches
MoAI-ADK's foundational principles - TRUST 5, SPEC-First TDD, delegation patterns, token optimization, progressive disclosure, modular architecture, agent catalog, command reference, and execution rules for building AI-powered development workflows
Convex database patterns and best practices for RFP Discovery. Use when writing Convex queries, mutations, actions, or schema definitions. Also helpful for real-time subscriptions and auth integration.
Use when working in Python with scikit-hep vector and Awkward Array to build vector records, register behaviors, compute deltaR or invariant masses, combine or boost vectors, or access vector properties from ak.zip records of type (Momentum3D/Momentum4D/Vector4D). Vector is only useful if you are also using Awkward.
Pytest test development for Python microservices. Use when writing unit tests, integration tests, fixtures, mocking external services, or setting up test infrastructure. Triggers on requests to create tests, debug failing tests, test organization, factory fixtures, parametrization, or testcontainers.
Use when editing an existing codebase and the goal is minimal, standard, and non-invasive changes - prioritizes simplest solution, standard libraries first, and surgical modification without unsolicited refactors
Convert an ML PRD into prd.json for ML-Ralph. Use when you have an ML PRD and need prd.json. Triggers on: convert this prd, turn this into ml-ralph format, create prd.json from this, ralph json.
Control Sonos speakers (discover/status/play/volume/group).
Install an APM skill by scoped name. Use when asked to install, add, or set up a specific skill.
Capture and automate macOS UI with the Peekaboo CLI.
Comprehensive configuration templates and guidance for setting up TypeScript projects with modern tooling, testing frameworks, and code quality enforcement.
A comprehensive skill designed for researching on complex diagnosis problems.
Use when you need to inspect detailed execution flow of a Python program, stepping through functions and inspecting variable contents with pdb. Triggers include requests to debug Python scripts, trace execution, or inspect runtime state using the pdb debugger.
Scans codebases and dependencies for known vulnerabilities and security issues
Auto-detect and parallelize Spec Kit tasks
Use when analyzing a system to surface hidden issues — draw what you believe exists, then reconcile against what actually exists
Use when creating or updating CLAUDE.md files for projects or subdirectories - covers top-level vs domain-level organization, capturing architectural intent and contracts, and mandatory freshness dates