Learning & Documentation Agent Skills

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

Provide a technical repository-orientation capability that can be used by any human-facing agent before acting.

Use when targeting Representations or deciding whether a new-historicist or interdisciplinary cultural-analysis manuscript fits this venue.

Use when defending the research design of a Journal of Communication (JoC) manuscript — experimental and survey design, content analysis…

Use when defending the empirical design of a Language (LSA) manuscript on the terms of its subfield — elicitation and fieldwork, corpus…

Use when the research design is the bottleneck for a Human Resource Management (Wiley "HRM") manuscript — matching multilevel structure…

Use when choosing and defending the research design for a Journal of the Association for Information Systems (JAIS) manuscript — a…

Use when choosing and defending the research design for a MIS Quarterly manuscript — a behavioral survey/experiment, an economics-of-IS…

Use when defending the research design of a New Media & Society (NM&S) manuscript — informant/site logic for interviews and digital…

Research a problem on the internet — search the web and pull answers from authoritative sources (official docs, GitHub issues/PRs, Stack…

Use when conducting research on a topic, technology, or domain — gathering information from web searches, documentation, or academic…

Anti-hallucination research mode. Toggle on to enforce citation requirements, source grounding, and "I don't know" behavior. Toggle off…

Maintain the project's research notebook — the living record of what we currently believe and why.

Use when fact-checking a research paper or document - dual-verified web search with claim extraction, independent researcher and…

Assess source quality using GRADE methodology

Transforms verified industry, technical, and market research evidence into rigorous, reader-focused Chinese analytical reports.

Research a philosophical topic using web search.

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

Resolves the durable Markdown provider and destination for a concern, destination hint, or existing locator.

Draft the NIH Resource Sharing Plan(s) — chiefly the Model Organism Sharing Plan for projects that produce novel/unique model organisms…

Design a restorative practice protocol for addressing harm, rebuilding trust, and restoring relationships.