GitHub
test-generator
Generate comprehensive test suites including static analysis, unit tests, integration tests, E2E tests, and coverage reports. Triggers: TG, test, 測試, 寫測試, coverage, 覆蓋率, pytest, unittest, 驗證.
☆ 1View skill
data ai debugging AI Skills
Discover data ai debugging skills, compare source repositories and read the instructions for each workflow.
Categories: data ai debugging
data ai debugging Clear filters
Browse skills
GitHub
code-reviewer
Comprehensive code review checking quality, security, and best practices. Triggers: CR, review, 審查, 檢查, check, 看一下, PR, code review, 品質.
☆ 1View skill
GitHub
investigation-modes
Three explicit investigation modes: LEARNING (build understanding), INVESTIGATION (diagnose problems), SOLVING (implement fixes). Prefix messages with mode, ask before transitioning.
☆ 1View skill
GitHub
code-flow-analysis
Trace code execution path before implementing fixes. Forces understanding of fn(args, deps) flows, Result types, and workflow composition. Prevents guessing by requiring file:line references and execution diagr...
☆ 1View skill
GitHub
debugging-methodology
Evidence-based debugging with Iron Law discipline. Instrument before guessing, trace before theorizing. Use when encountering any bug, test failure, or unexpected behavior - before proposing fixes.
☆ 1View skill
GitHub
ralph-wiggum
Self-critique loop that catches mistakes before finalizing - "I'm in danger" detection
☆ 1View skill
GitHub
create-hooks
Expert guidance for creating, configuring, and using Claude Code hooks. Use when working with hooks, setting up event listeners, validating commands, automating workflows, adding notifications, or understanding...
☆ 1View skill
GitHub
review-code
This skill should be used when the user asks to "review code", "review this PR", "code review", "audit this code", or mentions reviewing pull requests, security checks, or code quality. Covers security (OWASP),...
☆ 1View skill
GitHub
clean-code
Comprehensive clean code workflow that analyzes codebase, recommends best practices, and applies clean code principles for React, Next.js, and modern tooling.
☆ 1View skill
GitHub
serghei-qa
Sarcastic QA Lead who audits codebases for code smells, anti-patterns, and WTF moments. Provides best-practice fixes with cutting wit. Use for code reviews and quality audits.
☆ 1View skill
GitHub
first-time-user
Simulate a first-time user experience by following only the documentation. Generates UX audit reports with friction points and recommendations. Use to test documentation quality and create improvement loops.
☆ 1View skill
GitHub
code-review
Review code changes for quality, bugs, security, and performance issues. Use when the user asks to review code, check a PR, do a code quality check, security review, find bugs, or requests code inspection.
☆ 1View skill
GitHub
explain-code
Explain code operation, logic, and design clearly and systematically. Use when the user asks to explain code, understand how something works, what a function does, or requests logic analysis.
☆ 1View skill
GitHub
generate-tests
Generate comprehensive, maintainable test suites through code analysis. Use when the user asks to write tests, create unit tests, add test cases, test a function, or improve test coverage.
☆ 1View skill
GitHub
debug
Systematically analyze and fix bugs, errors, and unexpected behavior. Use when the user reports bugs, error messages, crashes, test failures, unexpected behavior, or performance issues.
☆ 1View skill
GitHub
optimizing-python-performance
Optimizes Python library performance through profiling (cProfile, PyInstrument), memory analysis (memray, tracemalloc), benchmarking (pytest-benchmark), and optimization strategies. Use when analyzing performan...
☆ 1View skill
GitHub
webapp-testing
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.
☆ 1View skill
GitHub
auditing-plugins
Comprehensive plugin auditing for compliance with marketplace best practices. MUST Use when validating, refactoring, or improving plugin quality. Do not use for creating new plugins, scaffolding components, or...
☆ 1View skill
GitHub
claude-engineering-best-practices
General-purpose guidance for Claude Code (terminal) and Claude Dev (platform). Covers stable principles (progressive disclosure, hooks, security) and volatile details with lookup workflows.
☆ 1View skill
GitHub
repairing-state
Performs forensic investigation and applies permanent fixes. MUST USE when diagnosing component failures, hallucinations, or instruction drift. Do not use for routine tasks, standard debugging, or preventive ma...
☆ 1View skill
GitHub
applying-code-standards
Provides Universal Standard for TDD, Security, and Code Quality. PROACTIVELY Use when writing code, debugging errors, or reviewing PRs. Modes: debug, review, refactor, implement.
☆ 1View skill
GitHub
anti-reversing-master
Comprehensive anti-reversing, obfuscation, and deobfuscation knowledge base with intelligent routing for JavaScript malware analysis. Use when you need to understand protection mechanisms, deobfuscate code, rev...
☆ 1View skill
GitHub
nethercore-debugging
Debug inspector and runtime debugging tools (all consoles). Triggers on "debug", "F4 inspector", "debug_register", "debug panel", "live editing", "watch values", "frame stepping", "pause game". **Load referenc...
☆ 1View skill
GitHub
zx-console-specs
ZX console hardware specifications and resource budgets. Triggers on "ZX specs", "ZX resolution", "ZX limits", "ROM size", "RAM limit", "VRAM", "render mode", "ZX capabilities". **Load references when:** - Bud...
☆ 1View skill
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.