Agent skills for Microsoft Copilot

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.

Design knowledge systems using ontological principles—organizing by what things ARE rather than arbitrary hierarchies.

AUTO-INVOKE when user mentions knowledge base, wiki, KB, semantic memory, llm-wiki, knowledge ingest, document corpus.

Integrate a new source into the project knowledge base.

Health-check the project knowledge base.

Check whether the knowledge base shelf-index is stale relative to the library files.

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.

Conducts comprehensive SEO audits and optimization strategies for Naver, Google, and AI-driven search engines (GEO).

Generates comprehensive live commerce scripts and strategic platform guides for major Korean shopping channels.