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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

Showing 817–840 of 6,118

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GitHub

test-gap-scanner

boshu2

Scan Python codebases to identify modules without corresponding test files. This skill should be used when enforcing Law 7 (TDD), auditing test coverage gaps, or before starting new development to understand te...

GitHub

bug-hunt

boshu2

Investigate suspected bugs with git archaeology and root cause analysis. Triggers: "bug", "broken", "doesn't work", "failing", "investigate bug".

GitHub

research

boshu2

Deep codebase exploration. Triggers: "research", "explore", "investigate", "understand", "deep dive", "current state".

GitHub

pre-mortem

boshu2

Pre-mortem simulation for specs and designs. Simulates N iterations of implementation to identify failure modes before they happen. Triggers: "pre-mortem", "simulate spec", "stress test spec", "find spec gaps",...

GitHub

complexity

boshu2

Analyze code complexity and find refactor targets using radon/gocyclo

GitHub

complexity

boshu2

Analyze code complexity and find refactor targets using radon/gocyclo

GitHub

monitoring

boshu2

Use when: "monitoring", "observability", "metrics", "tracing", "OpenTelemetry", "alerts", "runbooks", "SLO", "SLI", "dashboards", "Prometheus", "Grafana", "performance", "latency", "throughput", "Core Web Vital...

GitHub

research

boshu2

Deep codebase exploration. Triggers: "research", "explore", "investigate", "understand", "deep dive", "current state".

GitHub

lightweight-design-analysis

NTCoding

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

observability-first-debugging

NTCoding

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-implementation-analysis-protocol

NTCoding

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

pattern-discovery-capture

PackmindHub

Automatically capture recurring patterns discovered in the codebase during exploration. This skill logs implicit conventions, architectural patterns, and coding practices that are followed consistently but not...

GitHub

implicit-decision-capture

PackmindHub

Automatically capture implicit technical decisions and uncertainties encountered by AI agents during coding work. This skill logs decision points where the agent chose an approach without explicit user guidance...

GitHub

code-review-standards

groupzer0

Code review checklist, severity definitions, and document templates. Load when performing code reviews or defining review criteria.

GitHub

architecture-patterns

groupzer0

Common software architecture patterns, ADR templates, and anti-pattern detection. Supports architectural review, design decisions, and system documentation.

GitHub

code-review

smallnest

Frontend-focused code review skill for React/TypeScript/Tailwind projects. Analyzes code quality, security vulnerabilities (XSS, CSRF), performance issues, accessibility (WCAG), React best practices, hooks usag...

GitHub

tech-stack-detection

rsmdt

Auto-detect project tech stacks (React, Vue, Express, Django, etc.). Recognize package managers and configuration patterns. Use when starting work on any project, analyzing dependencies, or providing framework-...

GitHub

bug-diagnosis

rsmdt

Apply scientific debugging methodology through conversational investigation. Use when investigating bugs, forming hypotheses, tracing error causes, performing root cause analysis, or systematically diagnosing i...

GitHub

performance-analysis

rsmdt

Measurement approaches, profiling tools, optimization patterns, and capacity planning. Use when diagnosing performance issues, establishing baselines, identifying bottlenecks, or planning for scale. Always meas...

GitHub

codebase-navigation

rsmdt

Navigate, search, and understand project structures. Use when onboarding to a codebase, locating implementations, tracing dependencies, or understanding architecture. Provides patterns for file searching with G...

GitHub

code-review

rsmdt

Coordinate multi-agent code review with specialized perspectives. Use when conducting code reviews, analyzing PRs, evaluating staged changes, or reviewing specific files. Handles security, performance, quality,...

GitHub

browsing

obra

Use when you need direct browser control - teaches Chrome DevTools Protocol for controlling existing browser sessions, multi-tab management, form automation, and content extraction via use_browser MCP tool

GitHub

collaborating-with-gemini

renocrypt

Use the Gemini CLI to consult Gemini and delegate coding tasks for prototyping, debugging, and code review. Supports multi-turn sessions via SESSION_ID. Optimized for low-token, file/line-based handoff.

GitHub

uloop-get-logs

hatayama

Get Unity Console output including errors, warnings, and Debug.Log messages. Use when you need to: (1) Check for compile errors or runtime exceptions after code changes, (2) See what Debug.Log printed during ex...

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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