Multi-perspective code review for a branch before merging. Use when: reviewing a branch, preparing a PR, pre-merge review, auditing a feature branch, or when /b
Build custom data visualizations with D3. Use when the user needs SVG or DOM-based charts, rich annotation, domain-native contextual backgrounds, data joins, cu
Generate a feature-specific FeatureDoc.jsonl by synthesizing information from project knowledge, test case content, LLM product knowledge, and web search. Use w
Translate the text in a Canva design into another language while preserving the original layout as much as possible. Use when the user wants a localized or tran
Debug Azure production issues on Azure using AppLens, Azure Monitor, resource health, and safe triage. WHEN: debug production issues, troubleshoot app service,
Submit compact BindingDB REST API requests for ligand-target binding lookups by PDB, UniProt, or similarity search. Use when a user wants concise BindingDB summ
Audits recently closed PRs in agent-host-protocol (AHP) to make sure any future work they promised has a tracking issue (filing new ones or linking PRs to exist
Run or plan bulk RNA-seq differential-expression analysis from count matrices with replicate, design formula, contrast, batch, normalization, QC plot, and resul
Use for any Zava Learning incident where students cannot reach the platform or actions fail at the network/edge layer — quiz launches failing, portal 5xx, reque
Prepare an ama-logs release PR: bump the image tag (X.Y.Z) across Helm charts, manifests, and Dockerfiles, and add a formatted ReleaseNotes.md entry. Use when:
Zoom Video SDK for Android native apps. Use when building custom Android video experiences with full UI control, session tokens, raw media options, and event-dr
Think in Behavior-Oriented Concurrency, not threads-and-locks. Use when: writing or reviewing any bocpy code (library, examples, tests), about to reach for time
Use the Figma MCP server to fetch design context, screenshots, variables, and assets from Figma, and to translate Figma nodes into production code. Trigger when
Primary entrypoint for coding agents using CAIRA as reference material to design and build generative AI solutions with Azure AI Foundry, Azure OpenAI-compatibl
Build, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI. Use when Codex needs to design tools, regist
Deploy Discovery catalog agents end-to-end with one command: discover the agent, build and bind its tool when present, skip tool stages for agents without tools
Submit compact PubChem PUG REST requests for compound properties, descriptions, assay summaries, and substance metadata. Use when a user wants concise PubChem s
Azure Cosmos DB performance optimization and best practices guidelines for NoSQL, partitioning, queries, and SDK usage. Use when writing, reviewing, or refactor
Connects Figma design components to code components using Code Connect mapping tools. Use when user says "code connect", "connect this component to code", "map
Extracts all container image references (registry, image, tag) from the microsoft/aspire source code and produces a JSON data file for the aspire.dev Astro site
Create, repair, validate, visually QA, and package Codex-compatible animated pets and pet spritesheets from character art, generated images, company or prospect
Authors and validates SWTBot JSON probe scripts for GitHub Copilot for Eclipse UI flows against a real Eclipse workbench. Use when creating or updating probe-sc
Create and scaffold plugin directories for Codex with a required .codex-plugin/plugin.json, optional plugin folders/files, and baseline placeholders you can edi
Research SDK contracts, design the Terraform schema approach, and compose a GitHub issue for a new resource, data source, ephemeral resource, or enhancement to
Generates custom design system rules for the user's codebase. Use when user says "create design system rules", "generate rules for my project", "set up design r
Connector-first Google Docs creation and editing in local Codex plugin sessions, with direct native create and batchUpdate workflows for simple docs, DOCX-first
Validate multi-line log stitching behavior for an ama-logs image change. Enables multiline in the configmap, deploys the OLD (production) image, captures stitch
Make data visualizations accessible and inclusive. Use when the user needs chart or diagram accessibility guidance, text alternatives for complex visuals, color