Learning & Documentation Agent Skills for Windsurf (legacy)

Use when writing or improving README files.

Extract reusable principles and decision frameworks from accumulated experience.

Use when writing prose humans will read—documentation, commit messages, error messages, explanations, reports, or UI text.

Draft a knowledge base article from a resolved issue or common question.

Comprehensive skill for the `kb` CLI and the Karpathy Knowledge Base pattern.

Use when positioning a KDD submission against the data-mining lineage (prior KDD volumes, ICDM, SDM, WSDM, CIKM, WWW) and the ML…

Use when splitting a KDD paper across its 8 content pages, the optional appendix after the references, and the cited repository, under the…

Settle the project's vocabulary into CONTEXT.md — one opinionated definition per term, the rejected wordings, the relationships between…

Comment doctrine for codebases read by agents.

Use when asking a question against a personal wiki built with wiki-init and wiki-ingest.

Create professional kinetic typography videos from scratch.

Specification-Driven Development — transforms a feature idea into an exhaustive spec that enables autonomous implementation without user…

Extend video duration using Kling AI continuation.

Generate AI videos with Kuaishou Kling via AceDataCloud API.

Use this skill when designing help center architecture, writing support articles, or optimizing search and self-service.

Remove a KB file and its CLAUDE.md reference.

Generates 1–3 minute educational and explainer videos with consistent visual styles, AI image-to-video animation, synchronized TTS…

Extract tribal knowledge from code, documentation, and commit history to preserve institutional memory

Use when capturing research artifacts to a vault or knowledge base, formatting source citations, saving synthesized connections from a…

Automated setup wizard for Knowledge Manager - configures MCP servers and creates config files

Use when ingesting source material for a writing project, building a knowledge map from notes and documents, identifying research gaps, or…