4,836,365 AI resources indexedWorking toward the world’s largest AI resource index.

Agent skills

Reusable instructions for compatible AI agents.

How to use the library

Explore by field

Loading catalog totals…
Browse full catalog

Field counts come from the latest full-catalog snapshot. A resource can belong to several fields and platforms.

Resources

Search results
Search stays within agent skills.
Agent skill

Advanced Evaluation

Design LLM-as-judge rubrics, direct scores and pairwise comparisons. Use for judge models, evals, position bias and calibration against human labels.

ClaudeCodexCursorFinance & Accounting
muratcankoylan
Agent skill

BDI Mental State Modeling

This skill should be used when the user asks to "model agent mental states", "implement BDI architecture", "create belief-desire-intention models", "transform RDF to beliefs", "build cognitive agent", or mentions BDI ontology, mental state modeling, rational agency, or neuro-symbolic AI integration.

ClaudeCodexCursorDevelopment & Engineering
muratcankoylan
Agent skill

Hosted Agent Infrastructure

Build background agents in sandboxed environments. Use for hosted coding agents, sandboxed VMs, Modal sandboxes, and remote coding environments.

ClaudeCodexCursorDevelopment & Engineering
muratcankoylan
Agent skill

Project Development Methodology

This skill covers the principles for identifying tasks suited to LLM processing, designing effective project architectures, and iterating rapidly using agent-assisted development.

ClaudeCodexCursorDevelopment & Engineering
muratcankoylan
Agent skill · Reference

reasoning-trace-optimizer

Agent skill for ML / AI Engineer, Data Scientist, Product Manager, published by muratcankoylan. Project details and file access are provided by the publisher.

ClaudeDevelopment & Engineering
muratcankoylan
Agent skill · Reference

context-engineering-collection

Agent skill for ML / AI Engineer, Data Scientist, Product Manager, published by muratcankoylan. Project details and file access are provided by the publisher.

OpenClawDevelopment & Engineering
muratcankoylan
Agent skill · Reference

comprehensive-research-agent

Agent skill for Researcher, Data Analyst, Marketing Analyst, published by muratcankoylan. Project details and file access are provided by the publisher.

ClaudeCodexCursorEducation & Research
muratcankoylan

Platform labels describe intended use. Read each resource's author credits, requirements and available access methods.