Create or retrofit a lightweight repository Second Brain, with optional GitNexus enrichment.
Enterprise Nextra documentation framework with Next.js.
Audit code-documentation depth (README quality, docs coverage, staleness, internal link health) in a target codebase
Scaffold a new doc under `docs/` from a Diátaxis template, or update an existing one and bump its `updated:` date.
Retrieval-augmented Q&A over the repo's `docs/` tree.
Surface (and optionally fix) doc-tree drift — duplicates, dead links, stale docs, template non-compliance, missing `## Related` blocks.
Checks inline code documentation quality: WHY-not-WHAT, density, forbidden content, docstrings quality, actuality, legacy cleanup.
Generate JSDoc/docstrings from code analysis
调度科研创新点调查。Use when the user wants 创新点调查, a research-gap investigation, or runs /investigate-research-innovation.
Generate a coaching conversation guide with questions, protocols, and follow-up actions for a teaching focus.
Capture knowledge into the intake tree, dispatching by input shape — a bare URL or text snippet clips whole; "extract <src>" decomposes it…
Retrieve up-to-date documentation for software libraries, frameworks, and components via the Context7 API.
Use when building interactive codebase explainers.
Designs pedagogical check questions, misconception diagnosis quizzes, and spaced review prompts for interactive learning experiences.
Learning: Use for /learn sessions or when user explicitly asks to be taught step-by-step.
Map curriculum connections across multiple subjects for a real-world problem or authentic context.
Redesign a blocked topic sequence into an interleaved plan with mixed practice across related topics.
Use when targeting the International Journal of Plasticity (IJP) or deciding whether a plastic-deformation modeling manuscript fits this…
Use when targeting International Symposium on Experimental Robotics (ISER) or deciding whether a computer-science manuscript fits this…
Use when deciding what belongs in the Internet Appendix vs. the main text of a The Journal of Finance (JF) manuscript.
For interpreters at the Social Court: defines the standard, burden of proof and counter-argument; result: test product with risk and next…