GitHub
debugging
Systematic debugging of code to find root causes, fix bugs, and prevent regressions. Use whenever an error, bug, or unexpected behavior appears.
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research debugging AI Skills
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GitHub
cloudflare-workers
Edge function development patterns for Cloudflare Workers. Use when creating API endpoints, handling requests, or working with bindings.
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GitHub
cloudflare-debug
Debugging patterns for Cloudflare Workers. Activates when troubleshooting errors, checking logs, or investigating production issues.
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GitHub
arch-reviewer
Architecture Reviewer. Checks for Repository Pattern violations and Anti-Patterns.
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GitHub
spec-miner
Reverse-engineer specifications from undocumented code. Use for legacy systems or creating documentation from implementations.
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GitHub
code-stats
Analyze codebase statistics with tokei (line counts by language) and difft (semantic AST-aware diffs). Use for project composition, refactoring scope, codebase metrics.
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GitHub
planning
Expert technical analyst for comprehensive codebase analysis and strategic implementation planning. Use when planning features, designing architecture, analyzing complex tasks, or when you need a detailed plan....
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GitHub
methodical-debugging
Systematic debugging approach using parallel investigation and test-driven validation. Use when debugging issues, when stuck in a loop of trying different fixes, or when facing complex bugs that resist standard...
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GitHub
debugging
Systematic debugging strategies and error analysis patterns. Auto-triggers when investigating bugs, analyzing stack traces, or troubleshooting issues.
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GitHub
observability
Observability patterns including logging, metrics, tracing, and alerting. Auto-triggers when implementing monitoring, debugging production issues, or setting up alerts.
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GitHub
security-review
Security audit patterns and OWASP Top 10 vulnerability detection. Auto-triggers when reviewing code for security, handling authentication, or processing user input.
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GitHub
code-review
Perform comprehensive code reviews with actionable feedback. Use when reviewing pull requests, checking code quality, analyzing changes, or when the user mentions "review", "PR", "pull request", "check code", "...
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GitHub
code-review
Perform comprehensive code reviews with actionable feedback. Use when reviewing pull requests, checking code quality, analyzing changes, or when the user mentions "review", "PR", "pull request", "check code", "...
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GitHub
dev-debug-cpp
C++ debugging for segfaults, memory corruption, threading issues, and linker/ABI problems. Use when encountering crashes (exit code 139/SIGSEGV), memory leaks, data races, undefined behavior, or when debugging...
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GitHub
testing-anti-patterns
This skill should be used when reviewing test code, the user asks "is this test good", "test quality", "mock properly", or when tests behave unexpectedly. Identifies common testing mistakes.
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GitHub
python-performance
Use when profiling Python code, optimizing performance, implementing async patterns, or working with concurrent I/O - covers cProfile, line_profiler, asyncio patterns, and multiprocessing for CPU-bound tasks (p...
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GitHub
systematic-debugging
This skill should be used when the user reports a "bug", "not working", "fix this", "debug", "test failing", or when investigating unexpected behavior. Four-phase framework ensuring root cause understanding bef...
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GitHub
python-best-practices
Python >=3.11 performance optimization guidelines. This skill should be used when writing, reviewing, or refactoring Python code to ensure optimal performance patterns. Triggers on tasks involving asyncio, data...
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GitHub
root-cause-tracing
This skill should be used when the user asks to "find the root cause", "trace the bug", "why is this happening", "where does this come from", or when errors occur deep in the call stack. Systematically traces b...
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GitHub
vercel-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
gaussian-particle-designer
3D Gaussian volumetric rendering specialist. Debugs anisotropic stretching, transparency artifacts, cube-like rendering, and particle visual quality. Uses gaussian-analyzer MCP tools for particle structure vali...
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GitHub
python-monitoring-trace
Use when you need a detailed execution trace of a Python script using sys.monitoring, including logging every operation with include/exclude event controls.
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GitHub
python-debug
Use when you need to inspect detailed execution flow of a Python program, stepping through functions and inspecting variable contents with pdb. Triggers include requests to debug Python scripts, trace execution...
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GitHub
codex-delegation
Patterns for delegating tasks to Codex CLI (GPT 5.2) experts including bug analysis, code review, and plan revision via the mcp__codex__codex tool.
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The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.