Document a Python module and its classes using Google style
Detect verifiable documentation drift in TypeScript repositories by checking example environment variables, documented package scripts…
Automate Docugenerate tasks via Rube MCP (Composio).
Audit document collections to extract features, identify patterns, assess quality, and build structured inventories.
Design a complete document-based history lesson using the Reading Like a Historian four-part structure.
Use when a feature, module, or whole project needs missing documentation created from scratch - read the codebase, map the public surface…
Instructs AI agents on documentation standards for design docs, folder READMEs, source code interfaces, and test cases
Refactor documents — simplify without losing information, visualize flows with sequenceDiagram.
Strips information a set of documents no longer needs while it is still correct, so the set stops carrying its own history.
Invoke when writing, reviewing, or planning technical documentation.
Review documentation drafts for voice consistency, structure, and terminology before PR submission.
Sync documentation files with code changes — detects what changed, finds affected docs, and applies surgical updates so docs never drift…
Draft or rewrite Strands Agents documentation pages.
Generates enterprise-standard technical documentation, API specifications, and deployment guides using predefined project templates.
Create, read, edit Word (.docx) — TOCs, headings, letterheads, tracked changes, comments, images; report/memo/letter/template deliverables.
Create and maintain a CONTEXT.md domain glossary and ADRs for the project — establishes shared vocabulary between developers, domain…
Maps academic and technical domains into structured reading roadmaps and syncs curated papers into Zotero.
Explain a topic like I'm a 5 year old. Use when the user types /eli5 <topic> or asks for a dead-simple picture explainer of how something…
Use when adding one or many new references (arXiv ID or DOI) to a sci-brain knowledge base — `<project>/.knowledge/` by default, or…
Initialize Draft project context for Context-Driven Development — the single, scope-aware entry point (works at the repo root or inside…
Drafts a point-by-point response letter to referee comments with suggested edits.