An AI skill for Claude, Codex, and Claude Code

Measuring LLM performance is complex and error-prone. This skill provides systematic evaluation frameworks combining automated metrics, human judgment, and statistical testing to validate AI application quality.

Building LLM applications requires navigating complex architectural decisions. This skill provides battle-tested patterns for RAG pipelines, agent systems, and production operations.

Transform basic instructions into production-ready prompts that improve accuracy by 40% and reduce costs by 50-80%. This skill provides expert guidance on chain-of-thought reasoning, constitutional AI patterns, and model-specific optimization for Claude, GPT, and Gemini.

Building production-grade LangChain agents requires expertise in async patterns, state management, memory systems, and deployment infrastructure. This skill provides proven patterns and best practices for creating scalable, observable AI applications with LangChain 0.1+ and LangGraph.

Developers struggle to create production-ready AI assistants with proper conversation flow and NLP integration. This skill provides comprehensive patterns, code examples, and best practices for building intelligent conversational interfaces using Claude, Codex, and Claude Code.

Linux administrators face complex system failures requiring structured diagnosis. This workflow provides a seven-phase approach to systematically identify root causes and implement verified fixes.

Manually writing bash scripts for system administration is time-consuming and error-prone. This skill provides production-ready shell script templates for common Linux tasks including backups, monitoring, user management, log analysis, and automation.

System administrators need reliable, tested scripts for routine tasks without writing from scratch. This skill provides production-ready bash templates for backups, monitoring, user management, and automation with best practices built in.

Security professionals need systematic methods to identify privilege escalation vectors on Linux systems during authorized penetration tests. This skill provides comprehensive enumeration and exploitation workflows covering kernel vulnerabilities, sudo misconfigurations, SUID binaries, and cron job weaknesses.

Code modifications often introduce syntax errors or violate project standards. This skill automates linting, type checking, and security audits to catch issues before commit.

This skill provides production-ready patterns for deploying and configuring Linkerd service mesh on Kubernetes, enabling automatic mTLS, traffic management, and zero-trust security policies.

Save time by automating LinkedIn post creation, profile management, and engagement tasks through Composio's LinkedIn toolkit. Streamline social media workflows without leaving your development environment.

This skill enables Claude to interact with Linear for issue tracking, project management, and team collaboration workflows directly from your development environment.

Eliminate manual Linear operations by orchestrating MCP tools for issue tracking, project management, and sprint cycles. Focus on work instead of repetitive task management.

Creating legal documents for your business requires expertise in multiple regulations. This skill delivers GDPR, CCPA, and other compliant templates with clear language and mandatory disclosures.

Legacy systems create technical debt that slows development and increases security risks. This skill provides proven strategies for gradual modernization while maintaining backward compatibility.

Many products fail to gain traction due to poor launch planning. This skill provides a structured five-phase approach and ORB framework to build momentum, capture attention, and convert interest into loyal users.

Stay current with fast-moving AI trends without drowning in noise. This skill surfaces what people are actually upvoting and discussing right now, then writes copy-paste prompts tailored to your target tool.

Laravel developers need to ensure their applications follow security best practices. This skill provides comprehensive security auditing using OWASP standards and Laravel-specific security knowledge.