Learning & Documentation Agent Skills

Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.

Expert C4 Component-level documentation specialist.

Remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tells.

Maps and documents codebases of any size by orchestrating parallel subagents.

Sync codebase docs after code changes -- traces git diff through component/feature/requirement layers

Development skill from everything-claude-code

Use when targeting Cell Host & Microbe (Cell Host Microbe) or deciding whether a host-microbe interaction or microbiome manuscript fits…

Use when targeting Cell Stem Cell or deciding whether a stem-cell or regenerative-biology manuscript fits this Cell Press venue.

Streamlines the manuscript preparation and submission process for the Journal of Central University of Finance and Economics (CUFE).

Create detailed markdown walkthroughs of code changes.

Guidelines for preparing changelog entries for nextest releases following Keep a Changelog format

Use this skill any time a .pptx file is involved in any way — as input, output, or both.

Use when writing or revising scientific manuscripts, abstracts, figures, or references for journal submission and you need full-paragraph…

Use when someone asks "does this sound AI?", "check if this is AI-written", "what gives this away as AI", "run check on this", or "score…

Verify academic citations against CrossRef, Semantic Scholar, and OpenAlex.

Analyze collection completeness against canonical discography and generate prioritized gap report

Analyze and report redundancy levels in markdown documentation files

Discovers scientific sources, routes authorized full-text literature, and constructs structured evidence ledgers for chemistry research…

Drafts and optimizes rigorous, evidence-based policy implication sections specifically for manuscripts targeting the China Rural Economy…

Streamlines manuscript preparation and submission for the China Rural Survey journal with specialized framing and compliance guidance.

Optimizes academic manuscripts for submission to the "China Soft Science" journal through strategic framing and compliance checks.