tactical-ddd
Detects anemic domain models, validates and refactors them into rich domain models, and enforces tactical DDD patterns (Entities, Value Objects, Aggregates, Domain Services, Domain Events). Use when the user asks to validate, review, or check domain models or DDD code; detect anemia; refactor domain objects; improve encapsulation; or mentions terms like "anemic model", "rich domain", "aggregate", "value object", "domain event", "ubiquitous language", "is this good DDD", "does this follow DDD", or "check my domain". Do NOT use for module or service boundary design, architectural decomposition, strategic DDD context mapping, or code outside the domain layer (DTOs, controllers, infrastructure adapters).
What this skill does
# Tactical DDD — Rich Domain Modeling ## Workflow Determine the user's intent first: | Intent | Phases to run | |--------|--------------| | "validate / review / check / is this correct?" | Phase 1 + 2 only → report findings, ask before refactoring | | "fix / refactor / improve / clean up" | Phase 1 + 2 + 3 | | "how should I design / model this?" | Load [reference.md](reference.md) directly | ### Phase 1 — Detect Load [detection.md](detection.md) and scan the target code for anemia signals. Produce a severity score and list of affected classes. ### Phase 2 — Assess For each affected class, determine the correct building block: | Has unique identity tracked over time? | Has invariants tying multiple objects? | → Building Block | |----------------------------------------|----------------------------------------|-----------------| | Yes | — | **Entity** | | No | — | **Value Object** | | Yes (root) + children with shared invariants | Yes | **Aggregate** | | Operation spans multiple Aggregates/doesn't belong to any | — | **Domain Service** | Prefer Value Objects over Entities. Prefer small Aggregates over large ones. **If intent was validate/review**: stop here. Report findings using the output format below. Ask "Would you like me to apply these fixes?" before proceeding. ### Phase 3 — Refactor Load [refactoring.md](refactoring.md) for step-by-step moves. Apply in this order: 1. Replace setter chains with a single expressive method 2. Move service logic into the Aggregate that owns it 3. Add business guards at the top of each method 4. Publish a Domain Event after each successful state change 5. Replace primitive types with Value Objects For deep pattern questions (boundary design, event modeling, service vs. entity decision), load [reference.md](reference.md). --- ## Quick Anemia Signals (scan first) ``` public setX() / public setY() → behaviour should be encapsulated service.doX(entity, ...) → logic likely belongs in entity entity.setA(); entity.setB(); ... → setter chain = missing intent method no domain methods beyond getters → pure data bag ``` --- ## Golden Rules 1. **Behaviour with data** — Objects own both state and the operations that change it 2. **Ubiquitous Language** — Method names come from the domain, not CRUD (`commitTo`, not `setStatus`) 3. **Small Aggregates** — Root + Value Objects by default; add child Entities only for true invariants 4. **One transaction = one Aggregate** — Cross-Aggregate rules use eventual consistency via Domain Events 5. **Reference by ID** — Never hold object references to other Aggregates 6. **Value Objects first** — Use Entities only when individual identity is essential 7. **Domain Services sparingly** — Excessive services → anemic model 8. **Protect invariants** — The Aggregate is the last line of defence; never trust the caller --- ## Output Format When reviewing code, report: ``` ## Anemia Diagnosis: <ClassName> Severity: [None | Mild | Moderate | Severe] Issues: - <description of problem> Recommended refactoring: - <specific move from refactoring.md> ``` When refactoring, show a before/after diff for each class touched.
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.