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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

python-best-practices

pproenca

Python >=3.11 performance optimization guidelines. This skill should be used when writing, reviewing, or refactoring Python code to ensure optimal performance patterns. Triggers on tasks involving asyncio, data...

GitHub

root-cause-tracing

pproenca

This skill should be used when the user asks to "find the root cause", "trace the bug", "why is this happening", "where does this come from", or when errors occur deep in the call stack. Systematically traces b...

GitHub

vercel-react-best-practices

Brite-Nites

React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Trigge...

GitHub

gaussian-particle-designer

IvanMazeppa

3D Gaussian volumetric rendering specialist. Debugs anisotropic stretching, transparency artifacts, cube-like rendering, and particle visual quality. Uses gaussian-analyzer MCP tools for particle structure vali...

GitHub

python-monitoring-trace

ahupp

Use when you need a detailed execution trace of a Python script using sys.monitoring, including logging every operation with include/exclude event controls.

GitHub

python-debug

ahupp

Use when you need to inspect detailed execution flow of a Python program, stepping through functions and inspecting variable contents with pdb. Triggers include requests to debug Python scripts, trace execution...

GitHub

codex-delegation

astomodynamics

Patterns for delegating tasks to Codex CLI (GPT 5.2) experts including bug analysis, code review, and plan revision via the mcp__codex__codex tool.

GitHub

browser-debug

ShipitSmarter

Headless browser debugging for QA failures and visual testing. Use when investigating UI bugs, taking screenshots, or inspecting DOM and network requests.

GitHub

webapp-testing

Ditto190

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

GitHub

code-review

Ditto190

Automated code review for pull requests using specialized review patterns. Analyzes code for quality, security, performance, and best practices. Use when reviewing code changes, PRs, or doing code audits.

GitHub

performance-optimization

sjnims

This skill should be used when the user asks about Rails performance optimization, slow queries, caching strategies, database indexing, N+1 query prevention, memory optimization, asset optimization, profiling,...

GitHub

code-reviewer

gitcoder27

Expert code review skill for auditing code quality, security, performance, and maintainability. Use when (1) reviewing pull requests or code changes, (2) auditing existing code for issues, (3) validating code b...

GitHub

super-coder

gitcoder27

Elite coding skill that embodies the expertise of a 20+ year senior engineer. Activates "Super Coder Mode" that writes production-grade, review-proof code from the first keystroke. Use when (1) writing new feat...

GitHub

historian

Kamalbura

Data Analyst. Monitors logs in real-time and generates the PQC Benchmark Book PDF.

GitHub

playwright

czer323

Tests web applications with Playwright including E2E tests, locators, assertions, and visual testing. Use when writing end-to-end tests, testing across browsers, automating user flows, or debugging test failure...

GitHub

sharp-edges

mralbertzwolle

Identify dangerous-but-tempting API patterns in React/Next.js/Supabase. Finds "footguns" - APIs that look safe but fail silently or have dangerous defaults. Inspired by Trail of Bits methodology.

GitHub

security-audit

mralbertzwolle

Complete security audits with 120+ checks for web applications. Covers OWASP Top 10 2025, Supabase RLS bypass attacks (40+ vectors), API enumeration, Realtime channel leaks, payment security, timing attacks, an...

GitHub

performance-audit

mralbertzwolle

Performance auditing for web applications. Analyzes bundle size, React rendering, database queries, network patterns, and assets. Provides actionable recommendations with effort estimates.

GitHub

security-sentinel

cyranoaladin

Expert in Security, Audits, and Vulnerability Analysis. Use when reviewing code or designing secure flows.

GitHub

webapp-testing

aytordev

Toolkit for interacting with and testing local web programs using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.

GitHub

portfolio-code-review

plipowczan

Code review for Paweł Lipowczan portfolio project (React+Vite+Tailwind SPA). Use when user wants to review code changes, pull requests, commits, or modifications in portfolio project. Verifies architecture comp...

GitHub

coding-guidelines

roman-16

Coding patterns and guidelines for TypeScript/JavaScript, Rust, and frontend frameworks. Use this skill when writing TypeScript/JavaScript or Rust code, or working with SolidJS, Tailwind CSS, daisyUI, React Nat...

GitHub

semantic-search

omerlefaruk

Semantic search the CasareRPA codebase using the local ChromaDB index and MCP server. Use when: locating code by intent, finding classes/functions without exact names, exploring patterns across layers.

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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