浏览 akaszubski 维护的已发布 AI 技能，比较用途与说明，并通过来源仓库了解安装方式。
已收录技能
47收录技能的仓库 Stars 合计
337仓库 Forks
56平均每个技能的仓库 Stars
7同一仓库中的多个技能可能共享 Stars，合计包含重复仓库数据。
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.
默认按已收录数据中的 GitHub 仓库 Stars 排序。Stars 属于来源仓库，同一仓库的多个技能可能共享相同数值；它反映仓库关注度，不代表单个技能的安装量或质量评分。