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Growth experiment design β structure a growth hypothesis, define metric, baseline, expected lift, and kill condition for a single experiment. Use when asked to "design a growth experiment", "test this growth idea", "experiment framework", "how do we test if this works", or "growth hypothesis".
PLG motion design β free tier definition, activation sequence, expansion trigger points, viral mechanic assessment. Given a product, output the PLG architecture and make the calls. Use when asked to "PLG strategy", "freemium model", "product-led growth plan", "self-serve motion", "how do we add a free tier", "upgrade triggers", or "viral loop design".
Growth state reconnaissance β scan existing onboarding flows, acquisition channels, conversion funnels, and growth experiment logs to understand current growth state. Use when asked to "what's our growth state", "audit the funnel", "what growth experiments have we run", "acquisition channel inventory", or before designing new growth experiments.
Retention diagnosis + intervention plan β analyze the retention curve, identify the primary drop-off point, and produce a specific intervention plan with expected impact. Use when asked to "improve retention", "why are users churning", "build a retention playbook", "reduce churn", "win-back campaign", or "users aren't coming back".
Svelte 5 + SvelteKit development biased toward shadcn-svelte components, Bun, Tailwind v4, TypeScript strict
from linehaul-ai/linehaulai-claude-marketplace
from haboshi/claude-code-skills
Convert SVG to Android VectorDrawable. Drop-in agent-callable replacement for Android Studio's Vector Asset Studioβbatch-aware, structured exit codes, ~8ms cold start.
Scaffolds a complete project from tech-stack.yaml into the workspace root β root configs, source structure, database files, Docker, and UI foundation in one command.
Creates database and ORM foundation files (Prisma schema, Flyway migration, SQLAlchemy setup) from tech-stack.yaml.
Creates Docker infrastructure files (docker-compose.yml, Dockerfiles, .dockerignore, Traefik config) from tech-stack.yaml.
Creates root-level project config files (package.json, tsconfig.json, pom.xml, .gitignore etc.) from tech-stack.yaml.
Creates the source code skeleton (entry points, modules, controllers) from tech-stack.yaml.
Creates UI foundation files (Tailwind config, shadcn/ui setup, global styles, layout components) from tech-stack.yaml.
Generates ready-to-copy Mermaid, PlantUML, and ASCII diagrams from any software description, idea, or sw-idea-analyzer output.
Analyzes software ideas for feasibility, target audience, core features, technical complexity, risks, and MVP scope β pure planning, no code generation.
Recommends the best modern tech stack and generates requirements/tech-stack.yaml with Docker-first setup, Testcontainers, and full rationale.
Generates production-ready code for selected use cases (UC-01, US-03, all MVP) from tech-stack.yaml and use-cases.md β writes files directly into workspace root.
Generates a complete use case document with actors, flows, exceptions, and acceptance criteria from user-stories.md, vision.md, or any software description.
Generates a complete user story document with acceptance criteria and priorities from requirements/vision.md or any software description.
SWAG reverse proxy configuration management via MCP. Create, edit, view, and manage nginx proxy configurations with auth integration.