grill-with-docs
Run a rigorous planning interview that stress-tests a user's idea against the codebase, sharpens project terminology, and captures durable context in lightweight docs. Use when the user says "grill me", "grill me with docs", "stress-test this plan", "interview me on this design", or asks to turn a discussion into CONTEXT.md glossary entries or ADRs. Do NOT use for ordinary summaries, code review, or documentation-only cleanup when no interactive interrogation is requested.
What this skill does
# grill-with-docs Interview the user one question at a time until the plan, terminology, and important decisions are clear enough to act on. ## Workflow 1. Read the user's plan, linked docs, code, or local files needed to understand the topic. 2. Look for existing `CONTEXT.md`, `CONTEXT-MAP.md`, and `docs/adr/` files before proposing new docs. 3. Ask one focused question at a time. Wait for the answer before continuing. 4. If the answer can be discovered from the codebase or existing docs, inspect those instead of asking. 5. For each question, include your recommended answer or likely tradeoff so the user can accept, reject, or refine it. 6. Push on fuzzy words, hidden assumptions, edge cases, dependencies between decisions, and reversibility. 7. When terminology is resolved, update the appropriate `CONTEXT.md` immediately. 8. Offer an ADR only for decisions that are hard to reverse, surprising without context, and based on a real tradeoff. ## Documentation Rules - `CONTEXT.md` is a glossary and relationship map for project-specific language, not a spec or scratchpad. - Use `CONTEXT-MAP.md` only when the repository has multiple bounded contexts. - Create documentation lazily: do not add `CONTEXT.md` or `docs/adr/` until there is real resolved content. - Keep docs concise enough that future agents will actually read them. For glossary format, read [CONTEXT-FORMAT.md](CONTEXT-FORMAT.md). For ADR format and thresholds, read [ADR-FORMAT.md](ADR-FORMAT.md). ## Question Patterns - "What outcome would make this change a success?" - "Which existing concept owns this behavior?" - "What is the smallest scenario that proves the design works?" - "What breaks if this assumption is false?" - "What would a future maintainer be tempted to change back?" - "Which term should be canonical, and which aliases should be avoided?"
Related in Design
contribute
IncludedLocal-only OSS contribution command center. Auto-refreshes the user's in-flight PR and issue state on invoke so conversations start with full context — no need to brief Claude on what's in flight. Helps the user find issues to contribute to on GitHub, builds per-repo dossiers of what each upstream expects (CLA, DCO, branch convention, AI policy, draft-first, review bots, issue templates), runs deterministic gates before any external action so AI-assisted contributions don't reach maintainers as slop. State is markdown-only: candidate files at ~/.contribute-system/candidates/, repo dossiers at ~/.contribute-system/research/, append-only event log at ~/.contribute-system/log.jsonl. No database, no cloud calls. Use when the user asks about their PRs / issues / contributions, wants to find new work to take on, claim an issue, build/refresh a repo's dossier, or draft a Design Issue or PR. Trigger with "/contribute", "what's my PR status", "find a contribution", "claim issue X", "draft a Design Issue for Y", "refresh dossier for Z".
architectural-analysis
IncludedUser-triggered deep architectural analysis of a codebase or scoped subtree across eight modes — information architecture, data flow, integration points, UI surfaces, interaction patterns, data model, control flow, and failure modes. This skill should be used when the user asks to "diagram this codebase," "map the architecture," "show the data flow," "give me an ERD," "trace control flow," "find the integration points," "verify the layout pattern," "audit the UX architecture," or any similar request whose primary deliverable is mermaid diagrams plus cited reports under docs/architecture/. Dispatches haiku/sonnet sub-agents in parallel for per-mode exploration, then verifies every citation mechanically before any node lands in a diagram. Not for one-off prose explanations of code (use code-explanation) or for high-level system design from scratch (use system-design).
mcp
IncludedModel Context Protocol (MCP) server development and tool management. Languages: Python, TypeScript. Capabilities: build MCP servers, integrate external APIs, discover/execute MCP tools, manage multi-server configs, design agent-centric tools. Actions: create, build, integrate, discover, execute, configure MCP servers/tools. Keywords: MCP, Model Context Protocol, MCP server, MCP tool, stdio transport, SSE transport, tool discovery, resource provider, prompt template, external API integration, Gemini CLI MCP, Claude MCP, agent tools, tool execution, server config. Use when: building MCP servers, integrating external APIs as MCP tools, discovering available MCP tools, executing MCP capabilities, configuring multi-server setups, designing tools for AI agents.
react-native-skia
IncludedDesign, build, debug, and optimise high-polish animated graphics in React Native or Expo using @shopify/react-native-skia, Reanimated, and Gesture Handler. Use when the user wants canvas-driven UI, shaders, paths, rich text, image filters, sprite fields, Skottie, video frames, snapshots, web CanvasKit setup, or performance tuning for custom motion-heavy elements such as loaders, hero art, cards, charts, progress indicators, particle systems, or gesture-driven surfaces. Also use when the user asks for fluid, glow, glass, blob, parallax, 60fps/120fps, or GPU-friendly animated effects in React Native, even if they do not explicitly say "Skia". Do not use for ordinary form/layout work with standard views.
plaid
IncludedProduct Led AI Development — guides founders from idea to launched product. Six capabilities: Idea (discover a product idea), Validate (pressure-test the idea against fatal flaws, problem reality, competition, and 2-week MVP feasibility), Plan (vision intake + document generation), Design (translate image references into a design.md spec), Launch (go-to-market strategy), and Build (roadmap execution). Use when someone says "PLAID", "plaid idea", "help me find an idea", "product idea", "idea from my business", "idea from my expertise", "plaid validate", "validate my idea", "pressure-test", "is this idea good", "find fatal flaws", "validate the problem", "plan a product", "define my vision", "generate a PRD", "product strategy", "plaid design", "design from image", "translate image to design", "create design.md", "extract design tokens", "plaid launch", "go-to-market", "launch plan", "GTM strategy", "launch playbook", "plaid build", "build the app", "start building", or "execute the roadmap".
nextjs-framer-motion-animations
IncludedAdds production-safe Motion for React or Framer Motion animations to Next.js apps, including reveal, hover and tap micro-interactions, whileInView, stagger, AnimatePresence, layout and layoutId transitions, reorder, scroll-linked UI, and lightweight route-content transitions. Use when the user asks to add, refactor, or debug Motion or Framer Motion in App Router or Pages Router codebases, especially around server/client boundaries, reduced motion, LazyMotion, bundle size, hydration, or route transitions. Avoid for GSAP-style timelines, WebGL or 3D scenes, heavy scroll storytelling, or CSS-only effects unless Motion is explicitly requested.