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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

feature-research

LaizyIO

Guide interactive research and POC creation to understand features deeply. This skill should be used when planning to implement a new feature and needing to research design patterns, understand integration poin...

GitHub

test-plan-generator

LaizyIO

Generate intelligent, non-redundant test plans based on implementation changes. This skill should be used after implementing features to create comprehensive yet efficient test plans with proper coverage across...

GitHub

rust-borrow-checker

caioniehues

Debug Rust ownership, borrowing, and lifetime errors. Use when encountering borrow checker errors (E0382, E0502, E0597, etc.) or when code won't compile due to ownership issues.

GitHub

run-benchmark

nimag

Run and interpret the File API vs Inline benchmark for Gemini performance testing. Use when discussing performance optimization, caching strategies, or comparing document upload approaches.

GitHub

project-context-analyzer

orakitine

Analyzes project structure, dependencies, and patterns to generate comprehensive context documentation. Uses parallel agent execution for faster analysis. Helps understand unfamiliar codebases quickly.

GitHub

output-workflow-trace

growthxai

Analyze Output SDK workflow execution traces. Use when debugging a specific workflow, examining step failures, analyzing input/output data, understanding execution flow, or when you have a workflow ID to invest...

GitHub

typescript-pro

franroa

Expert TypeScript developer for advanced type systems, full-stack type safety, and build optimization. Invoke for generics, type guards, utility types, tRPC, tsconfig. Keywords: TypeScript, generics, type safet...

GitHub

debugging-wizard

franroa

Systematic debugging expert for all languages and frameworks. Invoke for error investigation, troubleshooting, log analysis, root cause analysis. Keywords: debug, error, bug, traceback, exception, breakpoint.

GitHub

chrome-devtools

franroa

Browser automation, debugging, and performance analysis using Puppeteer CLI scripts. Use for automating browsers, taking screenshots, analyzing performance, monitoring network traffic, web scraping, form automa...

GitHub

code-reviewer

franroa

Code review specialist for quality, security, performance, and best practices. Invoke for PR reviews, code quality checks, refactoring suggestions. Keywords: code review, PR review, quality, refactoring, best p...

GitHub

advanced-debugging

g97iulio1609

State-of-the-art debugging agent with hypothesis-driven analysis, automatic code instrumentation, git worktree isolation, and browser automation. Use when debugging errors, stack traces, unexpected behavior, pe...

GitHub

tech-debt-reducer

g97iulio1609

Systematic technical debt reduction and code optimization agent. Use when refactoring code, reducing complexity, eliminating code smells, improving performance, cleaning up unused code, or modernizing legacy pa...

GitHub

root-cause-tracing

mmbianco78

Systematic root cause analysis for debugging errors. Use when an error appears, something breaks unexpectedly, or you need to trace a problem back to its source. Prevents panic-driven debugging.

GitHub

troubleshoot

mmbianco78

Read-only diagnostics and troubleshooting for SignalRoom. Use when debugging issues, checking system health, analyzing logs, or verifying connections. This skill restricts modifications to prevent accidental ch...

GitHub

legacy-code-reviewer

radfares

Expert system for identifying deprecated patterns, suggesting refactoring to modern standards (Python 3.12+, ES2024+), checking test coverage, and leveraging AI-powered tools. Proactively applied when users req...

GitHub

feature-documentation

yemyat

Document user-facing features in a codebase. Use when asked to document features, explain what software does, or generate feature docs. Identifies features (not technical layers), then produces numbered markdow...

GitHub

lightweight-implementation-analysis-protocol

audunstrand

This skill should be used when fixing bugs, implementing features, debugging issues, or making code changes. Ensures understanding of code flow before implementation by: (1) Tracing execution path with specific...

GitHub

observability-first-debugging

audunstrand

Systematic debugging methodology that eliminates guessing and speculation. Add instrumentation to gather specific data that fully explains the problem. Evidence before hypothesis. Observation before solution.

GitHub

lightweight-design-analysis

audunstrand

This skill analyzes code for design quality improvements across 8 dimensions: Naming, Object Calisthenics, Coupling & Cohesion, Immutability, Domain Integrity, Type System, Simplicity, and Performance. Ensures...

GitHub

godot-visual-bug-diagnosis

jlindley

Debug visual and spatial bugs in Godot games through user observation, Godot-specific diagnosis, and test-driven fixes. Use when debugging visual or input issues in Godot where the user can observe the game but...

GitHub

web-dev-tester

burkeholland

Autonomously build and test web applications using Playwright MCP server. Enables iterative development with automatic verification - make changes, run the app, visually verify, check for errors, and iterate. U...

GitHub

openwebf-host-performance-metrics

archview-ai

Instrument and diagnose WebF performance in Flutter (FP/FCP/LCP, dumpLoadingState, loading-state events). Use when the user mentions FP/FCP/LCP, dumpLoadingState, first render slow, LCP verification, or perform...

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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