Learning & Documentation Agent Skills for Microsoft Copilot

Audits and refines Korean AI-generated text by detecting and removing robotic patterns, overused vocabulary, and unnatural sentence…

Literature search and citation management for medical research.

Automate Api2pdf tasks via Rube MCP (Composio).

Automate Appdrag tasks via Rube MCP (Composio).

Drafts the appellant's opening brief challenging a lower court decision in federal or state appellate courts.

Audit Archcore docs: dashboard (counts, status, relations, orphans), deep coverage audit, or drift detection (code/cascade/temporal…

Document a module, component, or system — automatically picks the right type (ADR, spec, doc, or guide).

Surface the rules, ADRs, specs, patterns, and reference docs that apply to a code area before changing it — or recap project focus when…

Use when organizing raw material into a coherent structure, defining the throughline of a piece, building an outline, or making strategic…

Documents significant, hard-to-reverse technical choices and trade-offs using structured Architecture Decision Records (ADRs).

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

Evaluate and map a repository's architecture for coherence, discoverability, predictable execution paths, local reasoning, onboarding…

Conducts a comprehensive multi-perspective architecture review using ALL architecture team members.

Capture a query answer and file it as a persistent artifact in .aiwg/working/answers/ with promotion guidance to a permanent destination.

Document architectural decisions with options analysis and traceability

Use to forge the central argument of a Critical Inquiry (CI) essay into a genuine intervention.

Use when organizing the Parts of a The Yale Law Journal (YLJ) article into a doctrine→theory→normative arc.

Guidance for structuring Ark documentation using the Diataxis framework.

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

Makes AI-generated content sound genuinely human — not just cleaned up, but alive.