external-perspectives
Curated community patterns and alternative approaches from AI-assisted development ecosystem. Auto-activates when users ask about workflow patterns, context management techniques, or alternative prompting strat...
发现 research 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。
Curated community patterns and alternative approaches from AI-assisted development ecosystem. Auto-activates when users ask about workflow patterns, context management techniques, or alternative prompting strat...
Helps debug API requests, responses, status codes, and network issues. Auto-activates when users ask about API errors, HTTP status codes, request failures, or API testing. Provides diagnostic insights and resol...
Provides insights on test execution results, test failures, pass rates, and test performance. Activates when users ask about tests, test results, failures, passes, test status, broken tests, failing specs, test...
Zero-config project intelligence analyzing features.json and progress.md to provide status summaries, identify blockers, and suggest next actions with confidence scores.
Helps locate React/Vue/Angular components, UI elements, and frontend code. Auto-activates when users ask where components are defined, how to find UI code, or locate specific frontend features. Uses codebase pa...
Analyzes git commit patterns to detect repeated manual operations and suggests skill improvements. Auto-activates when users ask about workflow patterns, commit analysis, or skill optimization opportunities. Me...
Expert on external API integration, backend proxy architecture, backend functions, rate limiting, and data fetching strategies. Use when integrating with external services, designing backend functions, or under...
Reviews code and features for bugs and quality (QA Persona).
Use when profiling and making small performance improvements in Python research code.
Use when checking for data leaks, PII handling, and license risks in Python research code.
Master systematic debugging techniques to problem, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issue...
note.com APIの調査を支援します。mitmproxyとPlaywrightを使用してHTTPトラフィックをキャプチャ・分析し、API動作を解明します。
Security vulnerability detection and remediation for XSS and SQL injection in IBL5 PHP code. Use when auditing security, fixing vulnerabilities, or reviewing code for security issues.
Systematic code review for TapScore focusing on code smells, duplication, architecture violations, and security issues. Use when reviewing code changes before commit or merge. Provides constructive feedback wit...
Systematic bug debugging methodology, root cause analysis, and fix verification. Use when investigating and fixing bugs. (project)
React best practices, hooks patterns, and component architecture. Use when building React components or debugging React issues. (project)
Ultra-fast text search using ripgrep (rg) with advanced regex, multiline, and filtering capabilities. This skill should be used as a replacement for `grep`
Python code review specialist. Use when reviewing Python code, checking for bugs, security issues, or ensuring code quality standards.
PROACTIVELY USED when reviewing a PR, branch, or Jira story. Handles code review against requirements and provides actionable feedback.
AI-powered PR Author Agent that transforms Observability Diff Plans into Pull Requests. Use when: (1) Generating instrumentation code from Scout Agent output, (2) Creating OTel configuration, correlation header...
AI-powered RCA Copilot for root cause analysis and incident explanation. Use when: (1) Building incident context retrieval from Neptune and DynamoDB, (2) Implementing evidence ranking and root cause candidate g...
AI-powered PR Author Agent that transforms Observability Diff Plans into Pull Requests. Use when: (1) Generating instrumentation code from Scout Agent output, (2) Creating OTel configuration, correlation header...
AI-powered Telemetry Validator Agent that verifies instrumentation works in sandbox environments. Use when: (1) Validating OTel spans are emitted correctly, (2) Verifying correlation headers in Kafka messages,...
Next.js development tooling via MCP. Inspect routes, components, build info, and debug Next.js apps. Use when working on Next.js applications, debugging routing, or inspecting app structure. NOT for general Rea...
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。