Simplifies and refines recently modified code for clarity, consistency, and maintainability while preserving exact functionality. Use when code has just been written or modified, when user asks to clean up, refine, or simplify code, or when reviewing for code quality issues.
Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.
Break a plan, spec, or PRD into independently-grabbable issues on the project issue tracker using tracer-bullet vertical slices. Use when user wants to convert a plan into issues, create implementation tickets, or break down work into issues.
Turn the current conversation context into a PRD and publish it to the project issue tracker. Use when user wants to create a PRD from the current context.
Triage issues through a state machine driven by triage roles. Use when user wants to create an issue, triage issues, review incoming bugs or feature requests, prepare issues for an AFK agent, or manage issue workflow.
Tell the agent to zoom out and give broader context or a higher-level perspective. Use when you're unfamiliar with a section of code or need to understand how it fits into the bigger picture.
Generate .drawio XML diagrams with 16+ diagram types and 7 visual styles. Triggers: diagram flowchart architecture visualize draw ER UML sequence state machine network timeline mind map.
A wrapper around GitHub's remote API, accessed through the Model Context Protocol. GitHub is a service for hosting code, tracking changes, reviewing contributions, and managing development work.
A gateway for specialized language services: speech-to-text, document parsing, text embeddings, and document reranking. Speech-to-text converts audio into written text; embeddings represent text for semantic search; reranking orders search results by relevance.
A local knowledge-base search tool that finds relevant notes, articles, and saved clippings using meaning-based matching. It can expand a search into related words, translations, synonyms, and abbreviations.
An image-generation tool that turns written descriptions into images, or changes an existing image using a description. It uses the aicodewith.com text-to-image API.
Read and analyze UI sketch/design images (PNG, JPG, WEBP, SVG) and produce structured text descriptions with 6-dimension analysis. Trigger on: "analyze sketch" "read design" "describe mockup" "analyze UI image" "sketch analysis" "design review" or when user provides a UI/design image and wants structured analysis.