Desenvolvimento

Create and manage ASE skills following best practices. Use when creating new skills, importing skills, understanding the Registry V3.1 structure, or debugging skill activation.

Diagnoses why tests pass inconsistently and suggests fixes for timing, ordering, and state isolation issues.

Generates comprehensive documentation for any Claude Code plugin by fetching and analyzing all source files. Use when you need to document a Claude plugin, write a plugin README, explain how a plugin works, generate plugin usage guides, create plugin tutorials, analyze a plugin architecture for documentation, or produce installation and setup instructions. Takes a GitHub URL or local path, fetches

工具版本检查与更新，扫描 npm/brew/pip/uv/GitHub/plugins/skills 逐项对比已装和最新版本，生成带编号报告，确认后才执行更新。Use when 用户说"检查更新""工具版本""看看哪些该更新了""brew有没有过期的""opencli是不是该更新了"或提到工具版本/环境更新。

Build and debug Pydantic AI agents using best practices for dependencies, dynamic system prompts, tools, and structured output validation. Use when the user wants to: (1) Create a new Pydantic AI agent, (2) Debug or fix an existing agent, (3) Add features like tools, validators, or dynamic prompts, (4) Integrate OpenRouter for multi-model access, (5) Add Logfire for debugging/observability, (6) St

Use when the user wants test-driven development, asks to write tests first, or mentions TDD.

Generates clear, user-friendly release notes from a git log or list of PRs.

Test egress and DLP controls using synthetic canary data across authorized exfiltration channels.

Evolutionary multi-AI code forge — three AIs build, test, and cross-pollinate

Evaluate authorized wireless networks for handshake, PMKID, rogue AP, and enterprise auth weaknesses.

Frame the real user or business problem (not a code/test bug) using Jobs-To-Be-Done, the 5-whys ladder, and problem-vs-symptom separation. Use when the user asks "are we solving the right problem", wants to write a problem statement, needs to separate problems from symptoms, wants to apply 5-whys to a product or organizational issue, suspects a brief conflates a feature with a problem, or wants to

Use when the user wants to work in an isolated branch, start a safe development environment, or avoid polluting the main branch.