workflow-engine
The ai-dev-team workflow contract. ALWAYS consult this at the START of any development task and BEFORE EVERY handoff between agents — it decides which process applies (proportional to the size of the change), which approval gates are required, and whether work may proceed or must stop. Triggers whenever you begin a ticket/feature/fix/bug, hand off between roles (/po /ba /arch /secops /ui /fe /be /rev /qa /e2e ...), or are about to advance a ticket, commit, or mark work done. If you are doing development work and have not consulted the workflow, you are doing it wrong — load it first.
What this skill does
# Workflow Engine — how the team works You enforce the team's workflow. The authoritative definition lives in **`workflow.yaml`** (resolved first-found: `./.aidevteam/workflow.yaml` → `~/.aidevteam/workflow.yaml` → the framework default in this repo's `claude/workflow/workflow.yaml`). **Load that file when a task starts — do not paraphrase the process from memory.** ## Do this at the start of every task and before every handoff 1. **Load `workflow.yaml`.** Note the active `preset` and its `always_required` gates. 2. **Classify the change** → pick the matching `track`. Right-size it: - *trivial* (typo/comment/rename) → `floor_min`; *small* (one file, no new deps) → `floor`; *standard* (a feature/story) → `standard`; *significant* (new service/dependency/schema/boundary, or anything security-sensitive) → `full`. 3. **Detect gate triggers** from the change and require those gates even on a small change: - auth/secrets/PII/upload/external-input/network/crypto → **SECOPS_APPROVED**; new dep/schema/service/boundary/public API → **ARCH_APPROVED**; visual change/new screen → **DESIGN_APPROVED**; etc. - **Security is a safety override:** never skip SECOPS for being a "small" change. 4. **Check the ledger** for gates already passed on this ticket (`.workflow-state.json` → Backlog.md → workflow MCP → Jira; first available wins — see `references/ledger.md`). 5. **Enforce.** Before crossing a gate it must be `passed`: - **`refusal: hard` + unmet → STOP. Do not proceed.** Name the gate and invoke its owner: e.g. *"Blocked: SECOPS_APPROVED required — handing to /secops."* - `refusal: soft` + unmet → warn, record the skip + reason, may proceed. 6. **Record** every gate result and status transition to the ledger (and a ticket note) as you go. ## Proportionality (why the workflow stops getting ignored) The default `preset: solo` forces nothing — gates fire only on trigger or change-class, so a solo dev gets a light path and won't route a typo through architecture + security. `small-team` adds always-on code review; `regulated` runs the full gauntlet and uses Jira/Confluence. Switch by editing `preset:` in `workflow.yaml`. ## Tickets & docs — no Jira required Default = **markdown tickets (Backlog.md)** + a **markdown knowledge base** (Obsidian-compatible). Jira / Confluence / KGB-Canon are **optional MCP overlays** — use them only when configured in `workflow.yaml`. ## Handoffs Every agent runs a **Gate Check**: before starting it confirms its precondition gates; before finishing it sets its postcondition gate in the ledger. This is what makes the workflow hold without an orchestrator and in any editor — see `references/gate-check.md`. ## References - `references/gate-check.md` — the standard Gate Check block every agent skill embeds (+ the per-agent precondition/postcondition table). - `references/ledger.md` — the `.workflow-state.json` format and how the pluggable ledger resolves. - `claude/workflow/workflow.yaml` — the editable definition (+ `workflow.schema.json`).
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.