Answers AI agent evaluation methodology questions with practical, opinionated guidance grounded primarily in Microsoft's agent evaluation ecosystem (MS Learn, E
Submit compact CELLxGENE Discover API requests for public collection and dataset metadata. Use when a user wants concise single-cell collection summaries
Use when doing ANY task involving Rayfin — scaffolding, data models, decorators, auth, deployment, CLI commands, or client setup. Triggers: rayfin, rayfin init,
Submit compact EpiGraphDB API requests for ontology, literature, MR, gene-drug, and support-path evidence. Use when a user wants concise EpiGraphDB summaries
Record decisions and justifications during SDD agent execution, and pass structured context between agents via handoff envelope. Use when an agent needs to docu
Perform language and framework specific security best-practice reviews and suggest improvements. Trigger only when the user explicitly requests security best pr
Design and review guidance for software architecture diagrams (Mermaid, Draw.io). Use when creating, reviewing, or editing diagrams in any markdown documentatio
Use when working in the Awesome Rayfin template gallery repo — creating, validating, or updating templates under templates/, regenerating gallery manifests, or
Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs, comparisons, or rep
Prepare a release for durabletask and durabletask.azuremanaged. Use when the user asks for release prep, version bumping, changelog updates, or release body dra
Use connected Google Drive as the single entrypoint for Drive, Docs, Sheets, and Slides work. Use when the user wants to find, fetch, organize, share, export, c
Complete workflow for creating and managing ADRs (Architecture Decision Records). Includes duplicate checking, status determination, Microsoft documentation loo
Vercel AI SDK expert guidance. Use when building AI-powered features — chat interfaces, text generation, structured output, tool calling, agents, MCP integratio
Use when doing ANY task involving Rayfin — scaffolding, data models, decorators, auth, deployment, CLI commands, or client setup. Triggers: rayfin, rayfin init,
Use when working with the OpenAI API (Responses API) or OpenAI platform features (tools, streaming, Realtime API, auth, models, rate limits, MCP) and you need a
Agent for validating Aspire documentation against actual behavior. Use when auditing documentation accuracy, testing examples, or identifying discrepancies betw
Create the required PR-ready summary block, branch suggestion, title, and draft description for openai-agents-python. Use before the final response whenever the
MANDATORY prerequisite — you MUST invoke this skill BEFORE every usefigma tool call. NEVER call usefigma directly without loading this skill first. Skipping it
Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. WHEN: create architect
Zoom Video SDK for Unity wrapper integrations. Use when building custom Unity-based video session experiences and mapping Unity scene/UI state to Video SDK even
Submit compact NCBI Entrez E-Utilities requests for PubMed, Gene, Protein, Nucleotide, PMC metadata, and GEO metadata workflows. Use when a user wants concise E
Orchestrates Aspire distributed applications using the Aspire CLI for running, debugging, and managing distributed apps. USE FOR: aspire start, aspire stop, sta
Analyze main branch implementation and configuration to find missing, incorrect, or outdated documentation in docs/. Use when asked to audit doc coverage, sync
Reviews a single documentation pull request for the aspire.dev repository, verifying that every factual claim it makes about Aspire matches its source of truth
Generates or updates a README.md for an Agent 365 sample agent. Detects the agent type (interactive or autonomous), programming language (.NET, Node.js, Python)