Browse published AI skills maintained by akaszubski. Compare skill descriptions and follow each source repository for setup instructions.
Indexed skills
47Repository stars across indexed skills
337Repository forks
56Average repository stars per indexed skill
7Repository stars may repeat across skills from the same repository.
Standardized error handling patterns including exception hierarchy, error message formatting, security audit logging, and graceful degradation. Use when raising exceptions, handling errors, or implementing vali...
Semantic validation patterns for PROJECT.md alignment (GOALS, SCOPE, CONSTRAINTS, ARCHITECTURE)
Research methodology and best practices for finding existing patterns
Standardized patterns for how agents discover, reference, and compose skills using progressive disclosure architecture
GitHub-first workflow - Issues, PRs, milestones, auto-tracking for solo developer productivity. Includes PR description templates, issue templates, automation patterns, and webhook security.
API integration patterns for autonomous-dev including subprocess safety, GitHub CLI integration, retry logic, authentication, rate limiting, and timeout handling. Use when integrating external APIs or CLI tools...
Security best practices, API key management, input validation. Use when handling secrets, user input, or security-sensitive code.
Python code quality standards (PEP 8, type hints, docstrings). Use when writing Python code.
Standardized library design patterns for autonomous-dev including two-tier design, progressive enhancement, non-blocking enhancements, and security-first architecture. Use when creating or refactoring Python li...
This skill should be used when creating or updating PROJECT.md files, planning sprints, defining project goals, or managing project scope. It provides templates and best practices for PROJECT.md-first developme...
Test-driven development (TDD), unit/integration/UAT testing strategies, test organization, coverage requirements, and GenAI validation patterns. Use when writing tests, validating code, or ensuring quality.
REST API design best practices, versioning strategies, error handling, pagination, and OpenAPI documentation. Use when designing or implementing REST APIs, HTTP endpoints, or API documentation.
State persistence patterns for autonomous-dev including JSON persistence, atomic writes, file locking, crash recovery, and state versioning. Use when implementing stateful libraries or features requiring persis...
Documentation standards and automation. Use when updating docs, writing guides, or synchronizing code with documentation.
This skill should be used when reviewing code or preparing code for review. It provides guidelines for what to look for in reviews, how to write constructive feedback, and standards for review comments.
Detects when user requests warrant critical analysis via /advise command
Detects stale documentation - outdated status markers, old TODOs, version lag
GenAI-powered semantic validation - detects outdated docs, version mismatches, and architectural drift
Database schema design, migrations, query optimization, and ORM patterns. Use when designing database schemas, writing migrations, optimizing queries, or working with ORMs like SQLAlchemy or Django ORM.
Enforces project file organization standards from CLAUDE.md/PROJECT.md - auto-fix mode
This skill should be used when designing system architecture, making architectural decisions, or evaluating design patterns. It provides guidance on common patterns, ADR templates, design principles, and tradeo...
Structured logging, debugging techniques (pdb/ipdb), profiling (cProfile/line_profiler), stack traces, performance monitoring, and metrics. Use when adding logging, debugging issues, or optimizing performance.
PROJECT.md alignment patterns and validation strategies
Standardized templates and patterns for integrating skills into agent prompts. Reduces token overhead through reusable skill reference syntax, action verbs, and progressive disclosure usage guidelines.
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.