positioning-craft
Crafts product positioning using April Dunford's positioning framework. Use when defining target customers, choosing categories, identifying alternatives, or articulating differentiated value. Based on Obviously Awesome methodology.
metrics-frameworks
Defines right metrics using North Star framework, AARRR, and leading vs lagging indicators. Use when choosing metrics, instrumenting products, creating dashboards, or distinguishing vanity metrics from actionable ones.
growth-embedded
Builds growth loops into products from day 1 using YC playbook (Gustaf Alstromer), Casey Winters growth frameworks, and Elena Verna's retention-first approach. Use when adding viral mechanics, instrumenting analytics, creating referral systems, or optimizing for retention over acquisition.
launch-execution
Helps write launch copy, position products, and create go-to-market materials using April Dunford's positioning framework and Airbnb's product marketing approach. Use when launching features, writing announcements, creating marketing materials, or positioning products.
jtbd-building
Builds features based on Jobs-to-be-Done theory using Bob Moesta's frameworks. Use when designing features, identifying customer jobs, understanding push/pull forces, or uncovering hidden needs beyond stated feature requests.
influence-craft
Maps organizational power dynamics and builds influence without authority using Jeffrey Pfeffer's power frameworks. Use when getting buy-in for ideas, navigating company politics, managing up, or building coalitions across teams.
ai-startup-building
Builds AI-native products using Dan Shipper's 5-product playbook and Brandon Chu's AI product frameworks. Use when implementing prompt engineering, creating AI-native UX, scaling AI products, or optimizing costs. Focuses on 2025+ best practices.
decision-frameworks
Structures difficult decisions using Annie Duke's probabilistic thinking and Ben Horowitz's hard decisions frameworks. Use when facing tough choices, applying expected value thinking, or reducing decision paralysis with regret minimization and pre-mortems.
culture-craft
Designs team culture and sets standards of excellence using David Singleton (Stripe) and Dharmesh Shah (HubSpot) frameworks. Use when building teams, setting cultural values, creating rituals, or establishing excellence standards.
career-growth
Plans PM career growth using frameworks from 40+ career episodes and Ami Vora's advancement strategies. Use when planning promotions, identifying skill gaps, navigating career transitions, or choosing between IC and management paths.
continuous-discovery
Implements Teresa Torres' continuous discovery habits for weekly customer contact, opportunity solution trees, and assumption testing. Use when building discovery processes, conducting user research, validating assumptions, or establishing product trio workflows.
confident-speaking
Structures presentations and verbal pitches using Matt Abrahams' WHAT-SO WHAT-NOW WHAT framework and impromptu speaking techniques. Use when preparing presentations, creating talking points, or practicing difficult conversations.
design-first-dev
Follows Airbnb's design-led development and Figma's craft quality standards. Use when building user-facing features, making UI/UX decisions, determining when details matter, or applying design system thinking. Guides when to move fast vs when quality creates moats. Based on Brian Chesky staying in every design detail and Dylan Field's craft philosophy.
exec-comms
Drafts executive memos and stakeholder communications using Amazon's 6-pager structure, Stripe's memo format, and SCQA framework. Use when writing board updates, executive summaries, or strategic documents.
exp-driven-dev
Builds features with A/B testing in mind using Ronny Kohavi's frameworks and Netflix/Airbnb experimentation culture. Use when implementing feature flags, choosing metrics, designing experiments, or building for fast iteration. Focuses on guardrail metrics, statistical significance, and experiment-driven development.
document-illustrator
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ln-741-linter-configurator
Configures ESLint, Prettier, Ruff, mypy, and .NET analyzers. Use when setting up linting and formatting for a project.
ln-742-precommit-setup
Configures Husky, lint-staged, commitlint, and Python pre-commit hooks. Use when adding Git hook automation to a project.
ln-743-test-infrastructure
Sets up test infrastructure with Vitest, xUnit, and pytest. Use when adding testing frameworks and sample tests to a project.
ln-760-security-setup
Sets up security scanning for secrets and dependency vulnerabilities. Use when adding security infrastructure to a project.
ln-761-secret-scanner
Scans codebase for hardcoded secrets with severity classification and remediation guidance. Use when auditing a project for leaked credentials.
ln-770-crosscutting-setup
Sets up logging, error handling, CORS, health checks, and API docs. Use when adding cross-cutting concerns to backend projects.
ln-771-logging-configurator
Configures structured JSON logging with Serilog (.NET) or structlog (Python). Use when adding logging to backend projects.
ln-772-error-handler-setup
Configures global exception handling middleware. Use when adding centralized error handling to .NET or Python backends.
ln-773-cors-configurator
Configures CORS policy for development and production environments. Use when setting up cross-origin access for APIs.
ln-774-healthcheck-setup
Configures health check endpoints for Kubernetes readiness/liveness/startup probes. Use when deploying to Kubernetes.
ln-775-api-docs-generator
Configures Swagger/OpenAPI documentation for backend APIs. Use when adding interactive API docs to a project.
ln-780-bootstrap-verifier
Verifies bootstrapped projects via build, test, and container health checks. Use when validating project setup completeness.
ln-781-build-verifier
Builds all detected projects and verifies successful compilation. Use when checking that a bootstrapped project compiles.
ln-782-test-runner
Executes all test suites and reports results with coverage. Use when verifying that test infrastructure works after bootstrap.
ln-783-container-launcher
Builds and launches Docker containers with health verification. Use when validating that containerized services start correctly.
ln-730-devops-setup
Sets up Docker, CI/CD, and environment configuration with auto-detection. Use when adding DevOps infrastructure to a project.
ln-731-docker-generator
Generates Dockerfile and docker-compose configuration for multi-container development. Use when containerizing a project.
ln-722-backend-generator
Generates .NET Clean Architecture backend structure from entity definitions. Use when bootstrapping .NET backend projects.
ln-721-frontend-restructure
Scaffolds new React projects or restructures monoliths to component-based architecture. Use when setting up frontend structure.
ln-720-structure-migrator
Scaffolds new or restructures existing projects to Clean Architecture. Use when setting up project structure.
ln-732-cicd-generator
Generates GitHub Actions CI workflow configuration. Use when adding continuous integration to a project.
ln-700-project-bootstrap
Bootstraps projects to production-ready structure. Use when creating new or transforming existing projects.
ln-733-env-configurator
Configures environment variables and secrets protection. Use when setting up .env files and gitignore rules for a project.
ln-740-quality-setup
Sets up linters, pre-commit hooks, and test infrastructure. Use when adding code quality tooling to a project.
ln-113-backend-docs-creator
Creates backend docs (api_spec.md, database_schema.md). Use when project has backend API or database.
ln-114-frontend-docs-creator
Creates design_guidelines.md with WCAG 2.1 compliance and design system docs. Use when project has a frontend.
ln-100-documents-pipeline
Creates complete project documentation system (project docs, reference, tasks, tests). Use when bootstrapping docs from scratch or regenerating all.
ln-115-devops-docs-creator
Creates infrastructure.md and runbook.md (Docker-conditional). Use for DevOps documentation in any project.
ln-111-root-docs-creator
Creates root documentation files (AGENTS.md, CLAUDE.md, docs/README.md, standards, principles, tools config). Use for initial project doc setup.
ln-112-project-core-creator
Creates core project docs (requirements, architecture, tech stack, patterns catalog). Use for any project regardless of type.
ln-110-project-docs-coordinator
Coordinates project documentation creation with single context gathering and project type detection. Use when generating project docs subset.
ln-302-task-replanner
Compares ideal plan vs existing tasks and applies KEEP/UPDATE/OBSOLETE/CREATE changes. Use when Story tasks need re-sync with updated requirements.
ln-301-task-creator
Creates implementation, refactoring, and test tasks from templates. Use when an approved task plan needs tasks created in Linear and kanban.
ln-300-task-coordinator
Analyzes Story and builds optimal task plan (1-8 tasks), then routes to create or replan. Use when Story needs task breakdown or replanning.
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