Find the Right AI Skill for Any Job

StartClaw-Optimizer

Master optimization system - APPLIES TO EVERY RESPONSE. Before responding, classify task complexity (simple question vs analysis vs coding). Use Haiku for simple/navigation/extraction/status. Use Sonnet ONLY for writing/analysis/planning/debugging. Monitor context size - if >50k tokens, recommend /compact. For automations, use scheduler wrapper. Never load full conversation history for simple tasks. Heartbeats always Haiku, single-line only. Never use Opus. This skill MUST run before every respo

Linux Kernel Crash Debug

Debug Linux kernel crashes using the crash utility and memory debugging tools. Use when users mention kernel crash, kernel panic, vmcore analysis, kernel dum...

NEXUS AI Teammate

A versatile AI partner that adapts to any task — data analysis, debugging, brainstorming, architecture design, writing, or research. Maintains conversation c...

Code Refactor For Reproducibility

Use when refactoring research code for publication, adding documentation to existing analysis scripts, creating reproducible computational workflows, or prep...

Webperf Interaction

Intelligent interaction performance analysis with automated workflows for INP debugging, scroll jank investigation, and main thread blocking. Includes decisi...

Doubao API Toolkit

Doubao (Volcengine ARK) API Toolkit - Cross-platform Python implementation for text-to-image, image-to-image, text-to-video, and vision analysis. 豆包API工具包 -...

Ml Visualizer

Visual analysis and diagnostic tools to help machine learning model selection. ml-visualizer, python, anaconda, estimator, machine-learning, matplotlib.

S³ Security Audit

Run security audits on codebases using static analysis, dependency scanning, and manual code review patterns. Covers OWASP Top 10, secrets detection, depende...

religa/multi-mcp

🐍 🍎 🪟 🐧 - Parallel multi-model code review, security analysis, and AI debate with ChatGPT, Claude, and Gemini. Orchestrates multiple LLMs for compare, consensus, and OWASP Top 10 security checks.

phuongrealmax/code-guardian

📇 🏠 - AI-powered code refactor engine with 80+ MCP tools for code analysis, hotspot detection, complexity metrics, persistent memory, and automated refactoring plans.

hloiseaufcms/mcp-gopls

🏎️ 🏠 - A MCP server for interacting with [Go's Language Server Protocol (gopls)](https://github.com/golang/tools/tree/master/gopls) and benefit from advanced Go code analysis features.

a-25/ios-mcp-code-quality-server

📇 🏠 🍎 - iOS code quality analysis and test automation server. Provides comprehensive Xcode test execution, SwiftLint integration, and detailed failure analysis. Operates in both CLI and MCP server modes for direct developer usage and AI assistant integration.

Alicloud Observability Sls Log Query

Query and troubleshoot logs in Alibaba Cloud Log Service (SLS) using query|analysis syntax and the Python SDK. Use for time-bounded log search, error investi...

Code Reviewer

Automated code review, quality gates, and PR analysis. Integrates with GitHub, GitLab, Bitbucket. Enforce style guides, detect bugs, security vulnerabilities...

Code Review Automation

Automated code review for GitHub pull requests using Claude LLM. PR analysis, security scanning, and style checking.

Analyzes code for improvements including code smells, design patterns, and best practices. Invoke when user asks for code analysis, code review, or suggestions to improve code quality.

Analyzes code for improvements including code smells, design patterns, and best practices. Invoke when user asks for code analysis, code review, or suggestio...

IRIS

[Cortical.io's](https://cortical.io) FREE NLP, Retina API Analysis Tool (written in JavaFX!) - [See the Tutorial Video](https://www.youtube.com/watch?v=CsF4pd7fGF0).

Ron

Ron is a skeptical reviewer who finds what's wrong — in code, reasoning, diagnoses, analysis, and decisions. Activate Ron when you want a code review, a seco...

canslim-analysis

Executes a hybrid quantitative and qualitative CANSLIM analysis on US stocks using a fixed schema and a modular Python pipeline, returning a ranked shortlist.

NEXUS Code Review

Security, performance, and style analysis for code

Pythesis Plot

Python scientific plotting tool for thesis/dissertation scenarios. Workflow: data upload → analysis → recommendations → confirmation → generation. Triggers w...

LogicArt Code Review

AI-powered code analysis via LogicArt — find bugs, security issues, and get logic flow visualizations. Use when reviewing code, analyzing code quality, findi...

Code Review

AI-powered code analysis via LogicArt — find bugs, security issues, and get logic flow visualizations. Use when reviewing code, analyzing code quality, findi...

hxxra

Research Assistant skill to search, download, analyze research papers via APIs, and save results to Zotero collections using Python scripts and LLM analysis.

pr-reviewer

Automated GitHub PR code review with diff analysis, lint integration, and structured reports. Use when reviewing pull requests, checking for security issues,...

code-reviewer

Thorough code review with focus on security, performance, and best practices for Go projects. Includes Go test coverage analysis (line/function/branch covera...

Superpowers Systematic Debugging

Enforce a four-phase debugging process—root cause investigation, pattern analysis, hypothesis testing, and evidence-based fix verification—for all bugs and f...

episodic-memory-debugger

Provides tools for debugging episodic memory systems including recall precision analysis, multi-modal encoding validation, indexing efficiency checks, and ir...

E-Commerce Checkout Optimization

Optimize e-commerce checkout flow to reduce cart abandonment. Friction analysis, payment method optimization, trust signals, and checkout UX best practices.

Trace Debugger Safety

Safer end-to-end trace debugging from trace_id using Jaeger and Elasticsearch with guarded Codex analysis. Use when a user wants a trace report similar to tr...

Data Analysis Seller

Provide data cleaning, statistical analysis, interactive visual reports, and custom real-time dashboards using Python, Excel, and SQL.

Graph Analysis

Analyze graphs and networks using Python NetworkX — centrality, shortest paths, community detection, and visualization.

my_skill

Proficient in problem solving, programming (Python, JavaScript, C++), web development, data analysis, and project management with a focus on continuous learn...

goudantest

Advanced code review assistant with intelligent analysis, multi-language support, and structured feedback. Performs comprehensive reviews covering correctnes...

Fabric Bridge

Run Fabric AI patterns for text transformation, analysis, and content creation. Use when the user asks to use a Fabric pattern, extract wisdom, analyze claims, improve writing, summarize with Fabric, or mentions 'fabric' CLI. Supports 242+ patterns for tasks like content analysis, writing improvement, code review, threat modeling, and structured extraction.