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data ai debugging AI Skills

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

Categories: data ai debugging

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GitHub

mcp-grafana

janjaszczak

Query dashboards/logs/alerts to support incident analysis and regressions. Use when troubleshooting involves observability, incidents, latency, error rates.

GitHub

mcp-browser-verify

janjaszczak

Use browser automation MCP (Playwright/Browser/Browser-Use) to validate UI flows, capture screenshots, and reproduce issues. Use when visual verification or web flow testing is needed.

GitHub

troubleshooting-rca

janjaszczak

Perform root-cause analysis for bugs/errors/regressions using logs, repro steps, and hypothesis testing. Use when the user reports “nie działa”, stack traces, failing tests, or regressions.

GitHub

opinion-critic

dtsvetkov1

Provides critical feedback and alternative architectural perspectives on code changes. Use when you want to explore different ways to implement a feature or find potential flaws in the current plan.

GitHub

mobile-perf

dtsvetkov1

Optimizes React Native Expo applications for speed, responsiveness, and battery efficiency. Use when fixing lag, optimizing lists, or reducing bundle size.

GitHub

webapp-testing

Mohamedgad1983

Test local web applications using Playwright for UI verification, debugging, screenshot capture, and end-to-end testing. Use when testing web apps, verifying UI behavior, or capturing screenshots of running app...

GitHub

webapp-testing

LadderChaos

Test local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

GitHub

playwriter

LadderChaos

Browser automation via Playwriter MCP - works as a Chrome extension with full Playwright API access. Use for browser testing, web scraping, form filling, and any browser interaction.

GitHub

go-specialist

yurifrl

Go language consultant providing guidance on best practices, testing with testify, concurrency patterns, error handling, and technology stack recommendations. Use when answering Go questions, reviewing Go code,...

GitHub

codebase-discovery-expert

hammadurrehman2006

Expert in codebase archaeology and documentation retrieval. Use this when starting new project phases, refactoring large modules, or integrating new frameworks.

GitHub

code-review

gtakairo

Comprehensive code review focusing on quality, security, performance, and best practices. Use when reviewing PRs, commits, or code changes.

GitHub

systematic-debugging

gtakairo

Four-phase systematic debugging methodology for efficient problem resolution. Use when investigating bugs, errors, or unexpected behavior.

GitHub

pentest

selinium

Network reconnaissance and vulnerability scanning. USE WHEN user wants to scan a target, find vulnerabilities, or perform security assessment.

GitHub

react-best-practices

okwasniewski

React 19 patterns and performance best practices from Vercel Engineering. Trigger: When writing, reviewing, or refactoring React/Next.js code. Covers React Compiler, Server Components, new hooks (use, useAction...

GitHub

swift-concurrency-expert

okwasniewski

Swift Concurrency review and remediation for Swift 6.2+. Use when asked to review Swift Concurrency usage, improve concurrency compliance, or fix Swift concurrency compiler errors in a feature or file.

GitHub

react-native-best-practices

okwasniewski

React Native performance optimization guidelines from Callstack's Ultimate Guide. Use this skill when writing, reviewing, or debugging React Native code for performance issues. Triggers on tasks involving FPS o...

GitHub

security-review

Doarakko

コードのセキュリティレビューを行うとき、脆弱性チェックを行うときに使用

GitHub

copilot-agent

Hiroky

GitHub Copilot CLIをサブエージェントとして活用し、コードベースの解析・調査を行う。 以下の場面で使用: (1) /copilot コマンドで明示的に呼び出された場合 (2) コードベースの広範な調査が必要で、別視点からの分析が有用...

GitHub

ios-accessibility-audit

0xabrar

Audit iOS accessibility for screens and flows. Use to check Dynamic Type, VoiceOver, touch targets, contrast, focus order, and reduced motion (platform guidance, not implementation).

GitHub

tracing-inlining-decisions

antonykamp

Shows inlining decisions during compilation with call tree and reasons for inline/don't-inline. Use to verify critical calls are inlined, understand why inlining failed (too large, recursive, boundary), and opt...

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