feature-design-assistant
Turn ideas into fully formed designs and specs through natural collaborative dialogue. Use when planning new features, designing architecture, or making significant changes to the codebase.
What this skill does
# Feature Design Assistant
Help turn ideas into fully formed designs and specs through structured information gathering and collaborative validation.
**Announce at start:** "I'm using the feature-design-assistant skill to design this feature."
## Phase 1: Context Discovery
First, explore the codebase to understand:
- Project structure and tech stack
- Existing patterns and conventions
- Related features or modules
- Recent changes in relevant areas
## Phase 2: Structured Information Gathering
Use **AskUserQuestion** to batch collect information efficiently. Each call can ask up to 4 questions.
### Round 1: Core Requirements (4 questions)
```json
{
"questions": [
{
"question": "What is the primary goal of this feature?",
"header": "Goal",
"multiSelect": false,
"options": [
{ "label": "New Functionality", "description": "Add entirely new capability to the system" },
{ "label": "Enhancement", "description": "Improve or extend existing feature" },
{ "label": "Bug Fix", "description": "Fix incorrect behavior or issue" },
{ "label": "Refactoring", "description": "Improve code quality without changing behavior" }
]
},
{
"question": "Who are the primary users of this feature?",
"header": "Users",
"multiSelect": true,
"options": [
{ "label": "End Users", "description": "External customers using the product" },
{ "label": "Admins", "description": "Internal administrators or operators" },
{ "label": "Developers", "description": "Other developers using APIs or SDKs" },
{ "label": "System", "description": "Automated processes or background jobs" }
]
},
{
"question": "What is the expected scope of this feature?",
"header": "Scope",
"multiSelect": false,
"options": [
{ "label": "Small (1-2 days)", "description": "Single component, limited changes" },
{ "label": "Medium (3-5 days)", "description": "Multiple components, moderate complexity" },
{ "label": "Large (1-2 weeks)", "description": "Cross-cutting concerns, significant changes" },
{ "label": "Unsure", "description": "Need to explore further to estimate" }
]
},
{
"question": "Are there any hard deadlines or constraints?",
"header": "Timeline",
"multiSelect": false,
"options": [
{ "label": "Urgent", "description": "Need this ASAP, within days" },
{ "label": "This Sprint", "description": "Should be done within current sprint" },
{ "label": "Flexible", "description": "No hard deadline, quality over speed" },
{ "label": "Planning Only", "description": "Just designing now, implementing later" }
]
}
]
}
```
### Round 2: Technical Requirements (4 questions)
```json
{
"questions": [
{
"question": "Which layers of the system will this feature touch?",
"header": "Layers",
"multiSelect": true,
"options": [
{ "label": "Data Model", "description": "Database schema, models, migrations" },
{ "label": "Business Logic", "description": "Services, domain logic, rules" },
{ "label": "API", "description": "REST/GraphQL endpoints, contracts" },
{ "label": "UI", "description": "Frontend components, user interface" }
]
},
{
"question": "What are the key quality requirements?",
"header": "Quality",
"multiSelect": true,
"options": [
{ "label": "High Performance", "description": "Must handle high load or be very fast" },
{ "label": "Strong Security", "description": "Sensitive data, auth, access control" },
{ "label": "High Reliability", "description": "Cannot fail, needs redundancy" },
{ "label": "Easy Maintenance", "description": "Needs to be easily understood and modified" }
]
},
{
"question": "How should errors be handled?",
"header": "Errors",
"multiSelect": false,
"options": [
{ "label": "Fail Fast", "description": "Stop immediately on any error" },
{ "label": "Graceful Degrade", "description": "Continue with reduced functionality" },
{ "label": "Retry & Recover", "description": "Automatic retry with recovery logic" },
{ "label": "Context Dependent", "description": "Different strategies for different cases" }
]
},
{
"question": "What testing approach is preferred?",
"header": "Testing",
"multiSelect": false,
"options": [
{ "label": "TDD (Recommended)", "description": "Write tests first, then implementation" },
{ "label": "Test After", "description": "Implement first, add tests after" },
{ "label": "Minimal Tests", "description": "Only critical path testing" },
{ "label": "No Tests", "description": "Skip testing for this feature" }
]
}
]
}
```
### Round 3: Integration & Dependencies (4 questions)
```json
{
"questions": [
{
"question": "Does this feature need external integrations?",
"header": "Integrations",
"multiSelect": true,
"options": [
{ "label": "Database", "description": "New tables, queries, or migrations" },
{ "label": "External APIs", "description": "Third-party service calls" },
{ "label": "Message Queue", "description": "Async processing, events" },
{ "label": "None", "description": "No external integrations needed" }
]
},
{
"question": "Are there dependencies on other features or teams?",
"header": "Dependencies",
"multiSelect": true,
"options": [
{ "label": "Auth System", "description": "User authentication or authorization" },
{ "label": "Other Features", "description": "Depends on features being developed" },
{ "label": "External Team", "description": "Needs input from another team" },
{ "label": "None", "description": "Fully independent feature" }
]
},
{
"question": "How should we handle backwards compatibility?",
"header": "Compat",
"multiSelect": false,
"options": [
{ "label": "Must Maintain", "description": "Cannot break existing clients" },
{ "label": "Version API", "description": "Create new version, deprecate old" },
{ "label": "Breaking OK", "description": "Can make breaking changes" },
{ "label": "Not Applicable", "description": "New feature, no existing users" }
]
},
{
"question": "What documentation is needed?",
"header": "Docs",
"multiSelect": true,
"options": [
{ "label": "API Docs", "description": "Endpoint documentation" },
{ "label": "User Guide", "description": "How-to for end users" },
{ "label": "Dev Guide", "description": "Technical implementation details" },
{ "label": "None", "description": "No documentation needed" }
]
}
]
}
```
### Round 4: Clarifying Questions (Context-Dependent)
Based on previous answers, ask follow-up questions. Examples:
**If UI layer selected:**
```json
{
"questions": [
{
"question": "What UI framework/approach should we use?",
"header": "UI Tech",
"multiSelect": false,
"options": [
{ "label": "React", "description": "React components with hooks" },
{ "label": "Vue", "description": "Vue.js components" },
{ "label": "Server-Side", "description": "Server-rendered HTML templates" },
{ "label": "Existing Pattern", "description": "Follow current project conventions" }
]
}
]
}
```
**If High Security selected:**
```json
{
"questions": [
{
"question": "What security measures are required?",
"header": "Security",
"multiSelect": true,
"options": [
{ "label": "Input Validation", "description": "Strict input sanitization" },
{ "label": "Rate Limiting", "description": "Prevent abuse and DoS" },
{ "label":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.