Learning & Documentation Agent Skills for Microsoft Copilot

Apply amortized analysis techniques including aggregate, accounting, and potential methods

Discover patterns, rules, and interfaces through iterative analysis cycles.

Explain code functionality in detail.

Analyze an open-source project from What/Why perspective (not how-it's-implemented).

Use this skill whenever the user wants to do anything with PDF files.

Use when targeting Annals of Mathematics (Ann. of Math.) or deciding whether a pure mathematics manuscript fits this Princeton/IAS venue.

Detect and remove AI writing patterns from academic manuscripts and response-to-reviewers letters.

Scaffold and draft medical/AI literature reviews (narrative, scoping PRISMA-ScR, or systematic).

Procedures for creating comprehensive API documentation. === PROCEDURE: Endpoint Documentation === Authorization: Bearer your-api-key json…

Use when deciding what belongs in appendices versus the main text of a pure-mathematics manuscript for Annals of Mathematics…

Run APR (Automated Plan Reviser) workflow for FCP specification refinement.

APSA style checker for Quarto (.qmd) files.

Use when targeting ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) or…

Create an Architecture Decision Record (ADR) for any technical decision.

Record architecture decisions with ADRs — captures why, alternatives considered, and consequences

Architecture design and documentation. Produces 3-architecture.md with component diagrams, data flow, integration points, and architecture…

Document architectural decisions with options analysis and traceability

Use when building the central argument of a Journal of the American Academy of Religion (JAAR) article.

Build a final, machine-readable argument snapshot from current H3 sections and refresh section fingerprints before merge.

Use when turning a mapped literature into one cumulative argument for a Progress in Human Geography (PiHG) review essay — synthesizing…

Atlassian Confluence expert for creating and managing spaces, knowledge bases, and documentation.