发现 data ai debugging 相关 Skills，比较来源仓库和用途，查看适合你工作流的技能说明。
Automated test coverage analysis with support for multiple testing frameworks, coverage reporting, gap identification, metric tracking, and quality gate enforcement. Use when Claude needs to analyze test covera...
Automated code review assistance including best practices evaluation, security vulnerability detection, performance optimization suggestions, code quality assessment, and style guide enforcement. Use when Claud...
Comprehensive Python testing skill using pytest framework. Use when writing, running, or debugging Python tests, creating fixtures, parametrizing tests, mocking dependencies, measuring coverage, or any pytest-r...
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
Systematically diagnose and fix bugs. Use when debugging errors, fixing failing tests, or investigating unexpected behavior.
用简单的语言和类比解释代码的工作原理，适合初学者理解复杂代码
Fast codebase search using Amp's Search tool for semantic search plus parallel Grep/glob for exact matches. Use when you need quick, comprehensive codebase reconnaissance.
Maximum performance mode using Amp's built-in oracle, librarian, and Search tools in parallel for comprehensive analysis. Activates when you need deep, multi-dimensional research across codebase and external do...
Ruthlessly critical plan reviewer that catches gaps, ambiguities, and missing context. Read-only - cannot modify files. Use when reviewing Prometheus plans or any implementation specs before execution. Simulate...
Deep module investigation using Amp's Search for discovery, oracle for expert analysis, and mermaid for visualization. Use when you need to understand complex code, prepare for refactoring, or debug issues.
Complete QA, playtesting, and code quality team for game development. Use when evaluating player experience, fun factor, game feel, code quality, test coverage, refactoring, performance testing, or build valida...
Cursor context management with /summarize command, @ mentions for file inclusion, and @codebase discovery. Use when operating in Cursor IDE or when context exceeds 60%. Activate for context optimization in Curs...
Hypothesis testing, root cause analysis, and debugging techniques. Use when debugging, testing hypotheses, validating solutions, proving correctness, or performing root cause analysis on failures.
Optimize React components for performance and maintainability. Identifies unnecessary re-renders, memoization opportunities, and prop-drilling issues. Use when reviewing client-side code in client/src/.
Lighthouse CLI expert for web performance auditing. Use when users need to audit performance, accessibility, SEO, best practices, or generate audit reports.
Playwright CLI expert for E2E testing and browser automation. Use when users need to record tests, debug issues, generate reports, or test across multiple browsers and devices.
Security auditor for vibe-coded projects. Automatically triggered when working with security-sensitive files or detecting risky code patterns.
调试助手技能。当用户遇到 Bug、错误信息、程序异常、性能问题需要排查，或需要分析日志、定位问题根因时使用此技能。
Verifies that an execution trace complies with the FPF Behavioral Specification.
Execute Codex CLI for code analysis, refactoring, and automated code changes. Use when you need to delegate complex code tasks to Codex AI with file references (@syntax) and structured output.
Generates professional technical reports from performance analysis data. Creates investor and client-ready documents with executive summaries, visualizations, and actionable recommendations.
Analyzes performance benchmarks from CUDA, CPU, memory tests. Parses output, identifies bottlenecks, tracks metrics over time, generates optimization insights.
Analyze and explain Python code in detail. Provides comprehensive explanations of functions, classes, logic, and best practices. Use when user needs detailed explanations of Python code, documentation of existi...
Reads MetaTrader 5 log files to validate indicator execution, unit tests, and compilation errors. Use when user mentions Experts pane, MT5 logs, errors, or asks "did it work". Triggers - check logs, did it work...
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。