Search the FPF knowledge base and display hypothesis details with assurance information
Answer an explicitly vault-scoped question from an Obsidian wiki without changing it.
Migrate Quip documents to GitLab Wiki with full content preservation.
Use after a Games and Economic Behavior revise-and-resubmit to organize responses on theory novelty, equilibrium/proof details…
Use when responding to a revise-and-resubmit from The RAND Journal of Economics (RJE) — answering the two anonymous referees and the…
Student semester onboarding — clinic procedures, tool walkthrough, practice exercises before real cases.
Production-grade README.md patterns for any project type.
Use when writing, rewriting, or auditing a GitHub README.md — generate high-converting README with badges, SVG logo, and 2026…
Draft or improve README docs.
Choice of legal form for companies: GmbH, UG, AG, GbR, PartG, KG, SE in comparison.
Creates exhaustive technical references and API documentation.
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…
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.
Execute multi-stage research workflows