Code Structure
Language-agnostic structural craft -- decompose on responsibility not size, prefer deep modules over shallow piles, and shape cohesion, coupling, interfaces, error contracts, and data invariants. Sibling to code-hygiene, comment-hygiene and readable-code.
Create Issue
Create a GitHub issue using the appropriate template
Python Resilience
Python resilience patterns including automatic retries, exponential backoff, timeouts, and fault-tolerant decorators.
Python Type Safety
Python type safety with type hints, generics, protocols, and strict type checking.
Review Pr
Review a pull request using specialized reviewer agents
Uv Package Manager
The uv package manager for fast Python dependency management, virtual environments, and modern project workflows.
Github Conventions
GitHub conventions -- branch naming, commit format, issue/PR templates, and safe issue/PR referencing in comments.
Python Api Docs
Render Python docstrings into a browsable, published API reference with Sphinx, autodoc, napoleon, and MyST.
Pydantic
Python data validation using type hints and runtime type checking with Pydantic v2's Rust-powered core.
Claude Config
How agents, skills, and commands work in Claude Code projects.
Address Review
Work through review findings on a PR one at a time
Recursive Planning
How to decompose projects into wave plans -- module identification, dependency mapping, wave assignment, contract guidance, deliverables.
Python Performance Optimization
Profile and optimize Python code using cProfile, memory profilers, and performance best practices.
Python Configuration
Python configuration management via environment variables and typed settings.
Code Hygiene
Language-agnostic code hygiene -- no dead/reinvented/duplicated code, truthful names, real implementations, and scoped (never blanket) diagnostic suppressions.
Recursive Development
Core principles for recursive multi-agent development -- nesting, scope ownership, TDD, context flow, token economics.
Testing Patterns
Integration test philosophy -- test observable behavior, fixture composition, canary markers for library internals.
Plan Issue
Analyze a GitHub issue and create an implementation plan
Python Patterns
Pythonic idioms, PEP 8 standards, type hints, and best practices for building robust, efficient, and maintainable Python applications.
Python Error Handling
Python error handling patterns including input validation, exception hierarchies, and partial failure handling.
Readable Code
Language-agnostic local-clarity craft -- shape control flow, the naming of a whole set, and reading order so a body reads straight down with the smallest working set. Sibling to code-hygiene, comment-hygiene and code-structure.
Api Error Patterns
API error response format -- machine-readable codes, human-readable reasons, status code rules.
Recursive Execution
Wave execution rules -- agent constraints, wave barriers, review-fix evaluation, language awareness.
Python Project Structure
Python project organization, module architecture, and public API design.
Frontend Patterns
CSS design system principles -- token usage, semantic layering, mobile-first, component isolation.
Python Code Style
Python code style, linting, formatting, naming conventions, and documentation standards.
Async Python Patterns
Python asyncio, concurrent programming, and async/await patterns for high-performance applications.
Logging Patterns
Logging conventions -- level usage, formatting style, structured output.
Recursive Quality
Quality patterns, anti-patterns, and contract richness guidelines for recursive development.
Python Anti Patterns
Common Python anti-patterns and a pre-merge review checklist.
Implement Issue
Implement a GitHub issue, optionally from an existing plan
Python Testing
Python testing strategies using pytest, TDD methodology, fixtures, mocking, parametrization, and coverage requirements.
Docs Patterns
Documentation writing conventions -- style, structure, tone, and quality standards.
Python Observability
Python observability patterns including structured logging, metrics, and distributed tracing.
Comment Hygiene
Comment truthfulness -- what a comment must tell the reader that the code can't, the KEEP/DELETE/EXEMPT/CONDITIONAL taxonomy, tombstone and retold-fact detection, and comment density across a diff. Sibling to code-hygiene, code-structure and readable-code.
Python Packaging
Create distributable Python packages with proper project structure, pyproject.toml, and publishing to PyPI.
Review Severity
One severity model for code review -- Critical/Important/Minor by consequence-if-shipped (impact x reachability), with confidence as a separate report gate.
Create Pr
Create a pull request for implemented changes from a GitHub issue
Python Resource Management
Python resource management with context managers, cleanup patterns, and streaming.
Recursive Implement
Build a project using recursive multi-agent development with TDD