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research debugging AI Skills

Discover research debugging skills, compare source repositories and read the instructions for each workflow.

Categories: research debugging

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GitHub

architecture-review

hiro0218

Review Next.js project architecture compliance. Checks layer dependencies, component placement, and zero-margin principle. Use during code reviews or when creating new components.

GitHub

interface-review

hiro0218

Review web interface implementations across Interactivity, Typography, Motion, Touch, Optimizations, Accessibility, and Design/UX. Based on industry best practices and UX psychology principles. Use for UI compo...

GitHub

code-review-router

ChuDiRen

Intelligently routes code reviews between Gemini CLI and Codex CLI based on tech stack, complexity, and change characteristics. Use when you want an automated code review of your current changes.

GitHub

thor-db

NextronSystems

Analyze THOR's SQLite database (thor10.db/thor11.db) for performance tuning, scan timing, resume state, and delta comparisons. Use when investigating slow scans, debugging performance, or understanding what THO...

GitHub

thor-lens

NextronSystems

THOR Lens workflows for forensic timeline analysis. A web UI that imports THOR v11 audit trail JSONL logs for interactive exploration. Requires THOR v11 (audit trail not available in v10).

GitHub

code-antipatterns-analysis

laurigates

Analyze codebases for anti-patterns, code smells, and quality issues using ast-grep structural pattern matching. Use when reviewing code quality, identifying technical debt, or performing comprehensive code ana...

GitHub

http-load-testing

laurigates

HTTP load testing and stress testing with oha - real-time TUI, latency correction for coordinated omission, and HTTP/2-3 support. Includes comparison with wrk, vegeta, and hey.

GitHub

project-discovery

laurigates

Systematic project orientation for unfamiliar codebases. Automatically activates when Claude detects uncertainty about project state, structure, or tooling. Analyzes git state (branch, changes, commits), projec...

GitHub

cargo-llvm-cov

laurigates

Code coverage for Rust using LLVM instrumentation with support for multiple output formats and CI integration. Use when measuring test coverage, generating coverage reports, enforcing coverage thresholds, or in...

GitHub

network-monitoring

laurigates

Real-time network traffic monitoring with bandwhich and Sniffnet. Per-process bandwidth tracking, connection analysis, and visual traffic inspection.

GitHub

network-diagnostics

laurigates

Connectivity troubleshooting with modern Rust-based tools - trippy (traceroute/mtr), gping (graphical ping), and ss (socket statistics). Preferred over legacy netstat/traceroute.

GitHub

test-quality-analysis

laurigates

Detect test smells, overmocking, flaky tests, and coverage issues. Analyze test effectiveness, maintainability, and reliability. Use when reviewing tests or improving test quality.

GitHub

ast-grep-structural-code-search-refactoring

laurigates

Find and replace code patterns structurally using ast-grep. Use when you need to match code by its AST structure (not just text), such as finding all functions with specific signatures, replacing API patterns a...

GitHub

binary-analysis

laurigates

Reverse engineering and binary exploration using strings, binwalk, hexdump, and related tools.

GitHub

rg-code-search

laurigates

Fast code search using ripgrep (rg) with smart defaults, regex patterns, and file filtering. Use when searching for text patterns, code snippets, or performing multi-file code analysis.

GitHub

debugging

adeonir

Guide for debugging with targeted log injection and runtime analysis

GitHub

review

mjwestcott

Reviews code changes for complexity and simplification opportunities. Use before creating PRs or when reviewing changesets.

GitHub

audit

mjwestcott

Analyzes codebase architecture for complexity using Ousterhout's "A Philosophy of Software Design" principles. Use for architecture review or identifying technical debt.

GitHub

coverage

mjwestcott

Comprehensive analysis of testing strategy and coverage across the codebase. Evaluates all test types and identifies gaps.

GitHub

github-copilot

enuno

AI-powered coding assistant providing inline suggestions, chat interface, code review, and autonomous coding agent across IDEs and GitHub.com

GitHub

matomo-api

enuno

Matomo (Piwik) analytics platform API. Use for web analytics, tracking implementation, reporting API integration, plugin development, PHP/JavaScript tracking clients, and database schema understanding.

GitHub

oracle

andreasasprou

Ask the oracle (GPT-5.2 with deep reasoning) strategic technical questions. Use for architecture decisions, complex debugging, security analysis, or when you need a second expert opinion. Supports background ex...

GitHub

feature-investigation

CongDon1207

Use when the user asks to investigate, understand, explore, or explain how a feature works, asks about existing logic, or wants to understand code flow. Triggers on keywords like "how does", "explain", "investi...

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.

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