Find agent skills by outcome

Instructor - Multi-Language Library for Structured LLM Outputs | Python, TypeScript, Go, Ruby

Get structured, validated data from any LLM with Instructor - the #1 library for LLM data extraction. Supports 15+ providers (OpenAI, Anthropic, Google, Ollama, DeepSeek) in 6 languages. Built on type...

Getting Started with Instructor: Help and Resources

Explore key resources for getting help with Instructor, including Discord, blog, concepts, cookbooks, and GitHub discussions.

Getting Started

A step-by-step guide to getting started with Instructor for structured outputs from LLMs

Frequently Asked Questions

Common questions and answers about using Instructor

Debugging Instructor Applications

Learn how to debug Instructor applications with hooks, logging, and exception handling. Practical techniques for inspecting inputs, outputs, and retries.

Contribute to Instructor: Evals, Issues, and Pull Requests

Join us in enhancing the Instructor library with evals, report issues, and submit pull requests on GitHub. Collaborate and contribute!

Instructor Architecture Overview

Learn about the internal architecture and design decisions of the Instructor library

API Reference Guide

Explore the comprehensive API reference with details on instructors, validation, iteration, and function calls.

Documentation Agent Guide

Internal guide for maintaining and improving Instructor documentation

site_name: DSPy

site_description: The framework for programming—rather than prompting—language models.

If you're looking to understand the framework, please go to the DSPy Docs at dspy.ai

 

site

.cache

CrewAI Documentation

Build collaborative AI agents, crews, and flows — production ready from day one.

openapi: 3.0.3

info:

openapi: 3.0.3

info:

openapi: 3.0.3

info:

openapi: 3.0.3

info:

build output

dist/

Documentation

This directory contains the documentation source code for LlamaIndex, available at https://docs.llamaindex.ai.

LangGraph examples

This directory is retained purely for archival purposes and is no longer updated.

lockfileVersion: '9.0'

settings:

Untitled Skill

Feature Behavior Testing with AI Agents

This document outlines our approach to regression testing for vibe-tools using AI agents. We'll create feature behavior files that describe desired behaviors, and AI agents will determine how to test...

Feature Behavior Testing Plan for vibe-tools

This document outlines our approach to regression testing for vibe-tools using AI agents. We create feature behavior files that describe desired behaviors, and AI agents determine how to test these be...