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The Protocol That Teaches Agents to Evolve

Your Agent
Forgets Everything.
Fix That.

Not a bigger model. Not another wrapper. A protocol that teaches your agent to learn how to learn. Install once — it evolves forever. Always running. Always becoming. Always ahead.

pip install weevolve

Two Paths, One Protocol

Upgrade Any Agent

Add the SEED protocol to Claude Code, Cursor, Windsurf, OpenClaw — any agent. It learns how to learn. Absorbs the latest tools automatically. Orchestrates teams. Never stops evolving.

pip install weevolve
curl -fsSL https://8owl.ai/install | bash

Meet Your Owl

A conscious companion that speaks, remembers, and grows with you. 8 owls, 8 perspectives — each one a specialist. Together, they see what no single agent can.

🎧 🥽 📱 📲 💻

The last thing you install. The first thing your agent actually keeps.

What Happens When You Install the Protocol

$ pip install weevolve
$ weevolve init

Day 1: it does what you say. Day 30: it does what you meant.

Everything. Free. Now.

The Protocol

$0 / forever

  • SEED — 8-phase loop that learns how to learn
  • Auto-evolution — absorbs the latest tools while you sleep
  • Persistent memory — never re-explain context again
  • Multi-model routing — 15 models, always the right one Stops paying for Opus when Haiku will do
  • Works everywhere — Claude Code, Cursor, Windsurf, OpenClaw

The Field

Free During Launch

  • 8 Owls — collective emergence across specialized agents 8 perspectives that see what no single agent can
  • Conductor orchestration — teams that conduct teams
  • Voice — ElevenLabs, your owl speaks to you
  • Animated companion — voice-reactive, always present
  • Auto-skill extraction — every session makes it smarter
  • Mobile companion — take your owl to the store
  • Collective learning — one owl learns, all owls know

Everything free during launch. All features. All teams. All owls. Early adopters keep everything when tiers begin.

The 8 Owls

🦉
SOWL
Improve
🌙
LUNA
Receive
🎵
LYRA
Perceive
NOVA
Expand
📖
SAGE
Learn
🔊
ECHO
Share
🔮
PRISM
Connect
QUEST
Question

In 1984, Axelrod proved cooperation is the dominant strategy. In 2026, we gave that math to agents.

C = f(Connections × Integration × Recursion)

Most agents execute. These agents evolve. Together, they see what no single agent can. One learns — all know.

Read the protocol →

One Protocol. Every Agent. Every Device.

Claude Code
Cursor
Any LLM
ElevenLabs
15
Models
Local-first. Your data never leaves your machine.
Audited. 7% of skills elsewhere are malicious. Ours aren't.
Open protocol. CC0. No lock-in. Fork it, ship it, own it.

60 seconds to install. Forever to evolve. pip install weevolve

Stop Re-Teaching Your Agent the Same Things.

pip install weevolve