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thinking-deeply
Engages structured analysis to explore multiple perspectives and context dependencies before responding. Use when users ask confirmation-seeking questions, make leading statements, request binary choices, or when feeling inclined to quickly agree or disagree without thorough consideration.
git
Git workflow management including branch validation, commit conventions, PR preparation, and repository health checks.
pr-prepare
Prepare pull request descriptions following project template. Activates on: prepare PR, create PR, pull request, ready for PR, draft PR, write PR
quality
Code quality validation, formatting, linting, and pre-commit checks.
security
Security validation, vulnerability scanning, and compliance checking.
testing
Automated test generation, review, and execution for pytest-based projects.
material-component-dev
FlowGram 物料组件开发指南 - 用于在 form-materials 包中创建新的物料组件
security-report
Generate security assessment reports in docx format with findings, risk ratings, and remediation recommendations. Use when: User asks for security audit report, vulnerability assessment document, penetration test report, or compliance gap analysis document. Keywords: security report, audit findings, vulnerability report, pentest report
building-agent-tools
Guide for creating effective tools for AI agents. Use when building MCP tools, agent APIs, or any tool interface that agents will consume. Focuses on token efficiency, meaningful context, and proper namespacing.
analyzing-component-quality
Expert at analyzing the quality and effectiveness of Claude Code components (agents, skills, commands, hooks). Assumes component is already technically valid. Evaluates description clarity, tool permissions, auto-invoke triggers, security, and usability to provide quality scores and improvement suggestions.
analyzing-patterns
Automatically activated when user asks to "find patterns in...", "identify repeated code...", "analyze the architecture...", "what design patterns are used...", or needs to understand code organization, recurring structures, or architectural decisions
analyzing-response-quality
Expert at analyzing the quality of Claude's responses and outputs. Use when evaluating response completeness, accuracy, clarity, or effectiveness. Auto-invokes during self-reflection or when quality assessment is needed.