Learning & Documentation Agent Skills

Use when converting a reference list to Science (AAAS) numbered style — italic numbers cited in order of appearance, a single continuous…

Prepare the Apache Fory site for a release that opens a new documentation line, such as 0.17.0 or 1.6.0: write the release blog, update…

Generate DeepWiki-style architecture documentation for a code repository by analyzing its actual source — a numbered, citation-heavy wiki…

Audits a GitHub (or GitLab) repository's first impression — README structure, badges, demo screenshot/GIF, one-liner install, description…

Analyze repository structure, patterns, conventions, and documentation for understanding a new codebase

Use to select and enforce the correct EQUATOR reporting guideline for a clinical study headed to NEJM — CONSORT for RCTs (with the…

Maps repository architecture and entry points to provide AI agents with a comprehensive project mental model.

Use when choosing and defending the research design for an Organization Science manuscript — matching one of the journal's eclectic…

Validate and enforce standard YAML frontmatter on research documents with JD-aware path resolution.

Write a structured research protocol or study design document.

Build a repository that makes findings findable, reusable, and cumulative across teams.

Execute multi-stage research workflows

Use when planning features and need current API docs, library patterns, or external knowledge; when testing hypotheses about technology…

Batch-resize images for web (WebP at 1920/1200/400px), social (center-cropped WebP at Instagram square/portrait, Twitter/X, LinkedIn)…

For the decision to adopt the plan and its publication: defines the standard, burden of proof, and counterarguments; result: test product…

Use when polishing the prose of a The Review of Economic Studies (REStud) manuscript — introduction, abstract, and overall economy of…

Generate design docs, ADRs, and concept docs from existing code by reverse engineering intent

Transforms existing source code into structured technical specifications, Gherkin BDD scenarios, and test coverage reports.

Output in the specified format when a review of specific markdown is requested.

Use when targeting Review of Accounting Studies (RAST) or deciding whether an accounting manuscript fits this venue.

Use when targeting Review of Economics and Statistics (REStat) or deciding whether an applied econometrics manuscript fits this venue.