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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

python-observability-patterns

0xDarkMatter

Observability patterns for Python applications. Triggers on: logging, metrics, tracing, opentelemetry, prometheus, observability, monitoring, structlog, correlation id.

GitHub

sentry

pbuchman

Sentry issue triage and investigation with automatic cross-linking. Handles issue investigation, AI analysis via Seer, and integration with Linear for tracking fixes. Use when triaging Sentry errors, investigat...

GitHub

root-cause-analysis

gr8monk3ys

WHEN to auto-invoke: Debugging issues, fixing bugs, investigating errors, "not working" problems, unexpected behavior, stack traces, error messages, troubleshooting, "why is this happening". WHEN NOT to invoke:...

GitHub

systematic-debugging

gr8monk3ys

WHEN to auto-invoke: Debugging issues where root-cause-analysis already identified the problem, implementing fixes for diagnosed bugs, applying systematic debugging methodology, stuck on a bug after initial inv...

GitHub

debugging

samhvw8

Systematic debugging methodology with root cause analysis. Phases: investigate, hypothesize, validate, verify. Capabilities: backward call stack tracing, multi-layer validation, verification protocols, symptom...

GitHub

introspect

0xDarkMatter

Analyze Claude Code session logs - extract thinking blocks, tool usage stats, error patterns, debug trajectories. Triggers on: introspect, session logs, trajectory, analyze sessions, what went wrong, tool usage...

GitHub

explain

0xDarkMatter

Deep explanation of complex code, files, or concepts. Routes to expert agents, uses structural search, generates mermaid diagrams. Triggers on: explain, deep dive, how does X work, architecture, data flow.

GitHub

project-bro

ydnikolaev

Your project awareness buddy. Knows current state, reads docs, analyzes code, answers "where are we?" questions. Activate with "bro" or "project-bro".

GitHub

validation-doctor

mverab

Diagnose MCP validation dependencies (Brave Search, Chrome DevTools) and output exact setup snippets.

GitHub

threejs-expert

YuniorGlez

Senior WebGPU & 3D Graphics Architect for 2026. Specialized in Three.js v172+, WebGPU-first rendering, TSL (Three Shader Language), and high-performance React 19 integration via `@react-three/fiber` and `@react...

GitHub

bifrost-vibecode-debugger

jackmusick

Debug and improve the Bifrost vibe coding experience. Use this skill when working on Bifrost platform development in Claude Code where you have access to Bifrost source code. Helps identify system bugs vs docum...

GitHub

tzurot-observability

lbds137

Contains MANDATORY logging and debugging patterns for Tzurot v3. MUST be consulted before adding logs or debugging production. Covers structured logging, correlation IDs, and Railway log analysis.

GitHub

dart-signature-help

X-School-Academy

To see function or method signatures at a cursor position, get signature help for the API being called.

GitHub

dart-get-runtime-errors

X-School-Academy

To read recent runtime errors from a running Dart or Flutter app, fetch runtime errors after connecting to the Dart Tooling Daemon.

GitHub

dart-get-widget-tree

X-School-Academy

To inspect the Flutter widget tree of the running app, retrieve the widget hierarchy after connecting to the Dart Tooling Daemon.

GitHub

code-review

Tai-ch0802

Reviews code changes for bugs, style issues, and best practices. Use when reviewing PRs or checking code quality.

GitHub

code-tools

tao3k

Code search, analysis, and refactoring using AST patterns. Search code structure, analyze modules, and refactor with precision. KEYWORDS: ast, syntax, parse, surgical, replace, transform, refactor, rename, symb...

GitHub

functype

jordanburke

Help developers use functype functional programming patterns in their TypeScript projects. Use this skill when converting imperative/OOP code to functional patterns, looking up functype APIs and methods, handli...

GitHub

meta-agent-expert

eduwxyz

Gera agents experts especializados em areas especificas da codebase. Use quando precisar criar um novo agent expert com knowledge base, sub-comandos e integracao com a codebase.

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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