GitHub
discovery
Map unfamiliar code, trace data flows, and identify entry points without changing behavior.
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data ai debugging AI Skills
Discover data ai debugging skills, compare source repositories and read the instructions for each workflow.
Categories: data ai debugging
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GitHub
test-generator
Generate comprehensive test suites including static analysis (vulture dead code), unit tests, integration tests, E2E tests, and coverage reports. Triggers: TG, test, 測試, 寫測試, coverage, 覆蓋率, pytest, unit...
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GitHub
code-reviewer
Comprehensive code review checking quality, security, and best practices. Triggers: CR, review, 審查, 檢查, check, 看一下, PR, code review, 品質, inspect, 檢視, 看看, 幫看, lint, quality check, 品質檢查, pull r...
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GitHub
dev-log
Automatically log development sessions - captures tools, decisions, accounts, and progress from conversation context
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GitHub
chrome-extension-consultant
Chrome 확장 프로그램 개발 컨설턴트
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GitHub
js-worker-multithreading
Implement, refactor, or review worker-based multithreading in TypeScript/JavaScript apps (browser or Node). Use when offloading CPU-heavy loops to Web Workers, setting up a worker pool, moving data across threa...
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GitHub
performance-optimization
Performance optimization playbook (measure → diagnose → fix → verify) for this repo (React + R3F + Three.js + Vite). Use when asked to improve FPS, reduce jank, lower draw calls, optimize loading/bundle size, o...
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GitHub
product-analytics-integrator
Expert guidance for designing event tracking systems, implementing analytics SDKs (PostHog, Mixpanel, GA4, Amplitude), creating semantic event taxonomies, validating instrumentation, building dashboards, and in...
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GitHub
intelligent-debugger
Comprehensive systematic debugging agent for hunting down complex bugs, root causes, and error propagation across full stack (frontend, backend, APIs, databases). Use when diagnosing errors, troubleshooting iss...
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GitHub
perform-forge-review
Create AI-assisted code reviews on GitHub, GitLab, or Forgejo. Use when asked to review a PR/MR, analyze code changes, or provide review feedback.
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GitHub
dart-flutter-expert
Expert Flutter/Dart guidance. Use when working with Flutter projects, implementing BLoC/Riverpod patterns, writing Dart code, optimizing performance, or following Clean Architecture. Provides architecture patte...
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GitHub
react-best-practices
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Trigge...
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GitHub
ast-grep
Guide for writing ast-grep rules to perform structural code search and analysis. Use when users need to search codebases using Abstract Syntax Tree (AST) patterns, find specific code structures, or perform comp...
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GitHub
debug-standard
Systematic root cause analysis for reproducible bugs. Use when you have a bug that can be reproduced.
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GitHub
audit-docs
Documentation drift detection and knowledge-base hygiene. Use to ensure docs match implementation.
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GitHub
audit-performance
Performance analysis and optimization opportunities. Use when application feels slow or before optimization work.
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GitHub
debug-deep
Tree-of-thoughts reasoning for elusive, intermittent bugs. Use when standard debugging fails or the bug is hard to reproduce.
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GitHub
audit-refactor-opportunities
Identify code smells and refactoring opportunities without fixing. Use for tech debt assessment.
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GitHub
webapp-testing
Use when testing "web application", "Playwright", "browser automation", "UI testing", "frontend testing", "E2E testing", "end-to-end tests", or asking about "test local webapp", "browser screenshots", "DOM insp...
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GitHub
startup-metrics-framework
This skill should be used when the user asks about "key startup metrics", "SaaS metrics", "CAC and LTV", "unit economics", "burn multiple", "rule of 40", "marketplace metrics", or requests guidance on tracking...
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GitHub
security-scanning
This skill should be used when the user asks to "scan for vulnerabilities", "check for security issues", "find secrets in code", "audit dependencies", "detect SQL injection", "find XSS vulnerabilities", "check...
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GitHub
test-coverage
This skill should be used when the user asks to "analyze test coverage", "find untested code", "check coverage gaps", "improve test coverage", "identify missing tests", "measure code coverage", "test quality an...
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GitHub
context-degradation
Use when diagnosing agent failures, debugging lost-in-middle issues, understanding context poisoning, or asking about "context degradation", "lost in middle", "context poisoning", "attention patterns", "context...
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GitHub
architecture-review
This skill should be used when the user asks to "review architecture", "analyze project structure", "check dependencies", "find circular imports", "analyze code patterns", "understand codebase structure", "map...
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