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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

code-cartographer

Jonely235

Analyze and map code structure, data flow, and dependencies in legacy codebases. Use for understanding call stacks, dependency trees, side effects, risk profiles, and generating Mermaid diagrams. Ideal for lega...

GitHub

blast-radius-analysis

Jonely235

Analyze the impact of code changes by mapping call graphs and identifying all direct and indirect dependencies. Use when users ask about blast radius analysis, code change impact, who calls a function, downstre...

GitHub

analyze-rust-optimizations

fcoury

This skill performs thorough analysis of Rust libraries to find optimization opportunities. It should be used when reviewing Rust code for performance improvements, memory efficiency, or when profiling indicate...

GitHub

memory-leak-detector

omriwen

Detect and fix memory leaks in Python and PyTorch code, especially matplotlib figures and unreleased tensors. This skill should be used during Phase 4 performance optimization when memory usage grows over time.

GitHub

e2e

Higashi-Kota

Playwright E2E testing patterns with chrome-devtools MCP integration. Reference for integration tests, A11y validation, and visual regression.

GitHub

code-review

DCRepairCenter

Code review assistant. Use to review code changes, identify issues, and provide improvement suggestions with priority levels.

GitHub

rp-explorer

Gitmaxd

Token-efficient codebase exploration using RepoPrompt CLI. Use when user says "use rp to..." or "use repoprompt to..." followed by explore, find, understand, search, or similar actions.

GitHub

flow-impl-review

Gitmaxd

John Carmack-level implementation review via rp-cli for current branch changes. Use when reviewing code changes, PRs, or implementations. Triggers on mentions of code review, implementation review, or PR review...

GitHub

pal-analyze

estiens

Comprehensive code analysis for architecture, performance, security, and quality using PAL MCP. Use when reviewing codebases, assessing technical decisions, or planning improvements. Triggers on analysis reques...

GitHub

pal-refactor

estiens

Code refactoring analysis for code smells, decomposition, and modernization using PAL MCP. Use for cleanup, technical debt reduction, or code organization. Triggers on refactoring requests, code smell detection...

GitHub

pal-testgen

estiens

Comprehensive test suite generation with edge case coverage using PAL MCP. Use for creating tests, improving coverage, or identifying untested paths. Triggers on test generation requests, coverage improvement,...

GitHub

ide-diagnostics

estiens

VS Code language diagnostics and Jupyter code execution using IDE MCP. Use for checking type errors, running Python code in notebooks, or getting real-time code analysis. Triggers on requests for diagnostics, t...

GitHub

pal-debug

estiens

Systematic debugging and root cause analysis using PAL MCP. Use for complex bugs, mysterious errors, race conditions, memory leaks, and integration problems. Triggers on debugging requests, error investigation,...

GitHub

metrics-analyst

oehm-smith

Collects, analyzes, and reports software metrics for data-driven decision making and continuous improvement

GitHub

audit

vaoan

Use this skill when auditing the SND codebase for consistency, bugs, and documentation issues. Covers comprehensive audit procedures for scripts, skills, rules, and documentation.

GitHub

chattwo-debug

vaoan

Use this skill to read ChatTwo chat logs as a debug console. Covers querying the SQLite database, finding script runs, and extracting debug evidence for bug analysis.

GitHub

debugging-strategies

HermeticOrmus

Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexp...

GitHub

code-review-excellence

HermeticOrmus

Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing review stand...

GitHub

python-performance-optimization

HermeticOrmus

Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.

GitHub

shellcheck-configuration

HermeticOrmus

Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring script portability.

GitHub

e2e-testing-patterns

HermeticOrmus

Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky tests, or es...

GitHub

distributed-tracing

HermeticOrmus

Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implementing observ...

GitHub

modern-javascript-patterns

HermeticOrmus

Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, efficient JavaScrip...

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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