Scott Heinemeier
Community@scoots31
Scott Heinemeier's registry offers 71 skills spanning Python engineering patterns, context engineering, frontend design systems, and a gated solo-builder product delivery framework.
Agent Skills by Scott Heinemeier
Showing 70 vetted skills indexed across 1 GitHub repositories.
scoots31responsive-design
Implement responsive layouts using container queries, fluid typography, and CSS Grid.
scoots31postgresql-table-design
Designs and reviews PostgreSQL schemas covering data types, indexes, constraints, and partitioning.
scoots31context-degradation
Diagnose and mitigate context degradation patterns in long-context LLM agent workflows.
scoots31python-testing-patterns
Implements Python test suites using pytest fixtures, mocking, parameterization, and coverage reporting.
scoots31api-design-principles
Design REST and GraphQL APIs with resource-oriented endpoints, pagination, and error handling patterns.
scoots31llm-evaluation
Implements evaluation frameworks for LLM applications using automated metrics, LLM-as-judge, and A/B testing.
scoots31architecture-patterns
Implement Clean Architecture, Hexagonal Architecture, and Domain-Driven Design patterns in Python backends.
scoots31context-compression
Implements structured summarization strategies to compress long agent conversation histories.
scoots31prompt-engineering-patterns
Implements prompt engineering patterns for LLM applications using LangChain and Pydantic.
scoots31doc-coauthoring
Guides collaborative document creation through context gathering, iterative drafting, and reader testing.
scoots31competitive-landscape
Analyze competitors and market positioning using Porter's Five Forces and Blue Ocean frameworks.
scoots31stripe-integration
Implement Stripe payment processing with checkout sessions, subscriptions, webhooks, and refunds.
scoots31python-type-safety
Implement Python type hints, generics, protocols, and strict mypy or pyright checking.
scoots31python-code-style
Configure Python linting, formatting, naming conventions, and docstring standards for projects.
scoots31design-system-patterns
Build design token hierarchies, theme switching, and component variant systems for design systems.
scoots31python-resilience
Implement retry logic, timeouts, and fault-tolerant decorators for Python services.
scoots31python-design-patterns
Applies Python design principles like KISS, single responsibility, and composition to structure maintainable code.
scoots31context-fundamentals
Explains context engineering principles for designing and debugging AI agent systems.
scoots31python-background-jobs
Implement asynchronous task queues and background workers in Python using Celery.
scoots31python-anti-patterns
Reviews Python code against a checklist of common anti-patterns and fixes.
scoots31python-error-handling
Implements Python input validation, exception hierarchies, and partial failure handling patterns.
scoots31vercel-react-best-practices
Applies Vercel performance optimization rules when writing or refactoring React and Next.js code.
scoots31python-observability
Implement structured logging, Prometheus metrics, and OpenTelemetry tracing in Python applications.
scoots31async-python-patterns
Implement asyncio concurrency patterns for non-blocking Python applications.
Frequently Asked Questions About Scott Heinemeier
FAQPage SchemaWhat tasks can I accomplish with scoots31's skill collection?▼
You can apply Python patterns for testing, typing, resilience, observability, and async concurrency; design PostgreSQL schemas and REST/GraphQL interfaces; build responsive frontends with design tokens; integrate Stripe payments; and run a full gated solo-builder delivery process from discovery through deployment.
Who is the target audience for these skills?▼
Solo builders, backend Python engineers, frontend developers, and technical founders. The Solo Builder Framework skills serve individuals shipping products alone, while the Python, PostgreSQL, React, and context-engineering skills serve engineers hardening production codebases and long-running sessions.
How do the Solo Builder Framework skills work together in practice?▼
The start skill routes new ideas to brainstorming or discover, then design-sprint produces HTML screens, prd-to-plan sequences vertical slices, solo-build executes them, code-review-and-quality and solo-qa gate completion, phase-test decides deploy readiness, and deploy ships to test or production.
Are these skills open source and what do they cost?▼
The manifest lists no pricing; skills are distributed as registry folders with native frontmatter. The vercel-react-best-practices skill carries an MIT license, and frontend-design references terms in a bundled LICENSE.txt. Most other skills declare no explicit license in their frontmatter.
What prerequisites or dependencies do these skills require?▼
Python skills assume familiarity with pytest, mypy/pyright, pydantic-settings, asyncio, and cProfile. Framework skills expect a project directory with docs/ structure and GitHub access for issue creation. Design skills reference a client context.md file, and deploy reads docs/tech-context.md for the deploy method.