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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

AI model: yangzhch6/mcpfactory-qwen3-1.7b-newreward-step340

AI model: yangzhch6/mcpfactory-qwen3-1.7b-newreward-step300

AI-powered geospatial analysis platform built on Google ADK. 21/21 agentic design patterns, AgentOps 3.9/5 maturity (Google P2P 78%), 3-phase CI/CD, StorageManager data lake (s3://+postgis://), 34 toolsets (200+ tools), 21 Skills, 170+ REST APIs, USD cost guard, HITL approval, Feature Flags, Terraform IaC. v15.1

🏃 Sovereign Agent Evaluation Framework - Zero cloud dependencies. Local-only, cryptographically signed benchmarks for AI agents. npm run demo = instant evals.

Scoped, time-bound, cryptographically-signed capabilities for AI agents. Zero dependencies. Sovereign by design.

Turn a single Claude Code session into a full Web3 website development studio. 36 agents. 37 workflows. 25 design styles. Build official websites, DApps, token pages, and NFT projects on BNB Chain.