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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

debugging

goranjovic55

Load when encountering errors, tracebacks, or investigating bugs. Provides systematic debugging patterns and common gotchas from 141 workflow logs.

GitHub

python-review

vircung

Python code security analysis, performance optimization, and maintainability assessment

GitHub

code-investigator

atman-33

Investigate code to confirm specifications and provide evidence-based reports. Use for questions like 'what does this do?', 'how is this implemented?', 'where is the spec?', 'explain this behavior', or any requ...

GitHub

serena-skills

atman-33

Standalone Serena MCP tools for code intelligence - symbol search, file ops, memory, editing, config, workflow helpers, and shell execution without MCP server

GitHub

memory

grahama1970

MEMORY FIRST - Query memory BEFORE scanning any codebase. Use when encountering ANY problem, error, or task. Call "recall" FIRST, then scan codebase only if nothing found. Triggers: "check memory", "recall", "h...

GitHub

autoskill

erymuzuan

Analyze coding sessions to detect corrections and preferences, then propose targeted improvements to Skills used in the session. Use this skill when the user asks to "learn from this session", "update skills",...

GitHub

autoskill

erymuzuan

Analyze coding sessions to detect corrections and preferences, then propose targeted improvements to Skills used in the session. Use this skill when the user asks to "learn from this session", "update skills",...

GitHub

startup-metrics-framework

pelan05

This skill should be used when the user asks about "key startup metrics", "SaaS metrics", "CAC and LTV", "unit economics", "burn multiple", "rule of 40", "marketplace metrics", or requests guidance on tracking...

GitHub

anti-reversing-techniques

pelan05

Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or understanding...

GitHub

protocol-reverse-engineering

pelan05

Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocols, or debuggi...

GitHub

memory-forensics

pelan05

Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory dumps, investigating incidents, or perfor...

GitHub

binary-analysis-patterns

pelan05

Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing static analy...

GitHub

midenc-execution-trace

greenhat

Use when working on the Miden compiler (`midenc` / `cargo miden`), debugging failing tests or implementing compiler changes, and you need a Miden VM MASM execution trace to understand the stack state after each...

GitHub

emit

greenhat

Use when working on the Miden compiler (`cargo miden`, `cargo-miden`) and its integration test suite, debugging compiler issues or failing tests, or implementing compiler changes and you need to inspect interme...

GitHub

code-testing-planning

masa-codehub

Analyzes existing code and specs to identify missing test coverage and formulate a robust Testing Plan. Used for adding regression tests, increasing coverage, and verifying legacy code behavior.

GitHub

miden-assembly

greenhat

Guide for understanding and writing Miden VM assembly (MASM) code. Use when: (1) Reading, analyzing, or explaining MASM code (2) Writing new MASM procedures or programs (3) Debugging MASM execution or stack sta...

GitHub

revenue-optimizer

acaprino

Monetization expert that analyzes codebases to discover features, calculate service costs, model usage patterns, and create data-driven pricing with revenue projections. Use when: (1) Analyzing app features and...

GitHub

deep-dive-analysis

acaprino

AI-powered systematic codebase analysis. Combines mechanical structure extraction with Claude's semantic understanding to produce documentation that captures not just WHAT code does, but WHY it exists and HOW i...

GitHub

report-generation

dglowacki

Generate HTML reports, charts, and dashboards with neo-brutal design. Use for creating GitHub activity reports, Fieldy summaries, Skillz analytics, and other data visualizations.

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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