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Convert any docs site into llms.txt for AI agents

AI Agent Security Competition SDK - Red teaming framework for tool-using AI agents

CLI client for Dina Home Node — encrypted memory, PII scrubbing, action gating

LangChain callback handler — auto-preserves your agent's soul before it dies. No account required.

Multi-agent prompt optimization framework for AI applications

OpenTelemetry OpenAI Agents instrumentation

Condensa — hyper-efficient AI-to-AI communication language. 41-66% token reduction, 95.8% zero-shot interpretability. LangChain adapter + contract validation.

多通道 AI 助手后端（企微 + 飞书），基于 Claude Agent SDK

LangChain integration for PactSpec — discover and invoke verified AI agents as LangChain tools

CrewAI integration for PactSpec — discover and use PactSpec agents as CrewAI tools

Bog Agents - batteries-included agent harness for building AI agents. Supports any major provider (Anthropic, OpenAI, AWS Bedrock, Google, etc.) and local models via Ollama. Built on LangGraph.

Bog Agents CLI - interactive AI coding assistant. Supports any major provider (Anthropic, OpenAI, AWS Bedrock, Google, etc.) and local models via Ollama.

Automated two-agent orchestrator workflow using Claude Agent SDK

OpenBox governance SDK for DeepAgents (langchain-ai/deepagents)

Multi-agent AI system built on AutoGen for autonomous task execution

Multi-agent text handoffs discard KV-cache and attention state. AVP transfers that state directly — 51-78% fewer tokens, 1.5-5x faster.

CLI tool for tracking claims and contradictions across multi-agent LLM systems

AI model: DataManagement-AI/Agentic-Data-1

AI model: yangzhch6/mcpfactory-qwen3-8b-newreward-step340

AI model: yangzhch6/mcpfactory-qwen3-8b-newreward-step300