Draft production release notes by analyzing commits between staging and the latest release tag.
Robot kinematics and dynamics computation including forward/inverse kinematics and dynamics
Expert kinetic typography and animated caption system for viral video.
Generate and run a comprehensive test suite for Express.js REST API endpoints.
Interactive feature development workflow from idea to implementation.
Klaviyo API for e-commerce marketing automation — profiles, lists, events, campaigns, and metrics.
Production reference architecture for Kling AI video generation platforms.
Transforms Claude into the Savoir Faire inner voice from Disco Elysium to provide agile, stylish, and stealth-oriented roleplay responses.
Design knowledge systems using ontological principles—organizing by what things ARE rather than arbitrary hierarchies.
Analyze existing CLAUDE.md and docs/ content to identify knowledge that can be organized into the KB system.
AUTO-INVOKE when user mentions knowledge base, wiki, KB, semantic memory, llm-wiki, knowledge ingest, document corpus.
Health-check the project knowledge base.
Use when: (1) You've completed a competition or experiment and want to extract reusable knowledge, (2) Your agent keeps repeating the same…
Generates 1–3 minute educational and explainer videos with consistent visual styles, AI image-to-video animation, synchronized TTS…
Extract durable knowledge from human input.
Knowledge graph integration for token-efficient codebase understanding.
Automated setup wizard for Knowledge Manager - configures MCP servers and creates config files
Knowledge base management, ingestion, sync, and retrieval across multiple storage layers (local files, MCP memory, vector stores, Git…
Switch to Knowledge Work mode for research and writing — use when task is non-code focused
Use when deciding what to test, at which layer, and what runs when.
Resolves an in-progress git merge or rebase conflict.