World2Agent(W2A) is an open protocol that standardizes how Al agents perceive the real world.

🔍 The hardest search benchmark in the wild — vague, multi-turn, proactive. 200 long-horizon tasks with persona-driven progressive disclosure, scored by verifiable schema-free knowledge-graph evaluation. No vibes, just triplet F1.

The agent that builds and operates its own Saas tools

Enterprise-ready self-hosted AI assistant runtime with sandboxed execution, secure credentials, approvals, and memory

Prosophor(智灵) is the industry's first Agent based on a plugin-driven proactive trigger architecture. It pioneers an innovative paradigm shift, evolving the traditional passive response model into initiative-driven predictive interaction. QQ Group: 1095799441

A proactive AI agent for secure, traceable, human-in-the-loop task execution over long-running workflows.

The reactive backend for agents and apps.

Proactive developer agent with tape memory, tool orchestration, and multi-channel interfaces

The open-source framework that makes AI agents proactive, self-learning, and autonomous. Multi-project tracking, full logging pipeline, message discipline, and memory review system.

Jarvis Core skill v3.0 - a proactive AI assistant with personality, emotion, memory, heartbeat, and relationship intelligence

🔍 The hardest search benchmark in the wild — vague, multi-turn, proactive. 200 long-horizon tasks with persona-driven progressive disclosure, scored by verifiable schema-free knowledge-graph evaluation. No vibes, just triplet F1.

Codex Pulse — Hermes-first source-rigorous briefing and expert-depth operating pipeline

🔍 The hardest search benchmark in the wild — vague, multi-turn, proactive. 200 long-horizon tasks with persona-driven progressive disclosure, scored by verifiable schema-free knowledge-graph evaluation. No vibes, just triplet F1.

Proto is a proactive agent, not a chat bot. It decomposes goals via HTN planning, consults LLM + memory for safe actions, executes in a sandbox, learns from outcomes, reports via dashboard/WhatsApp, auto‑recovers with watchdog, runs locally with Ollama or any OpenAI‑compatible endpoint.

🔍 The hardest search benchmark in the wild — vague, multi-turn, proactive. 200 long-horizon tasks with persona-driven progressive disclosure, scored by verifiable schema-free knowledge-graph evaluation. No vibes, just triplet F1.

A proactive, personal AI agent that grows and learns with you. Agent Zero's depth. OpenClaw's soul. Powered by Claude Code.

🔍 The hardest search benchmark in the wild — vague, multi-turn, proactive. 200 long-horizon tasks with persona-driven progressive disclosure, scored by verifiable schema-free knowledge-graph evaluation. No vibes, just triplet F1.