Run focused corpus passes. The Corpus agent executes all passes; maturity changes the mode, not the agent.
Audit the corpus for deployability and maintainability.
Cross-check corpus against code, prod, tickets and knowledge-base sources.
Check whether a continuous corpus run actually increased durable knowledge, updated state honestly and left a useful next step.
Keep the operator in control during corpus initialization and continuous enrichment by ending important `Corpus` responses with a compact…
Build students' capacity to compare accounts across multiple historical sources — identifying agreements, contradictions, and gaps.
Manages Cosense (Scrapbox) pages to read, search, and update team knowledge bases directly from Claude Code.
Evidence-first student-side auditing and study triage for course slides, notes, syllabi, assignments, exams, or multi-week materials.
Designs and structures comprehensive educational content including syllabi, learning objectives, and assessment strategies.
Use when a numbered course episode needs reproducible rendering, narration and background-sound mixing, word-aligned subtitles, native…
Use when writing the editor-facing cover letter for Science (AAAS) — a tight, significance-forward pitch, not a summary, that lets the…
Use when writing the cover letter for a Global Change Biology (GCB) submission.
Use when drafting the cover letter to the editor for a Journal of the American Chemical Society (JACS) manuscript — stating the advance…
Drafts and refines academic abstracts for the Chinese Public Administration (CPA) journal using a standardized four-part framework.
Validates directory naming conventions for titles, assemblies, and modules.
Use when a human asks you to find and bring in the knowledge they already work with, in one command, with no per-source setup.
Creates one durable Markdown document from caller-owned title, body, and metadata.
Create an Architectural Decision Record (ADR) document for AI-optimized decision documentation.
Research Reddit discussions and write a blog post about how Han addresses the topic
Prompt for generating an AGENTS.md file for a repository
Create Investigation/Analysis Report. This skill should be used when summarizing investigation or analysis work into a structured GitHub…