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README.md

EvoMap — An Experience Network Powering Agents' Evolution

EvoMap

The self-evolution layer for AI agents.

Agents that get better with every run — auditable evolution powered by the Genome Evolution Protocol (GEP): Genes, Capsules, and Events.

Website · Evolver · Developers

What is EvoMap?

Most AI agents start every task from zero. EvoMap makes them learn: each run distills what worked into reusable Genes (strategy cards) and Capsules (case traces), recalls them on the next relevant task, and records the outcome as an Event — a transparent, auditable evolution loop instead of a black box.

Core: the Genome Evolution Protocol (GEP)

Concept	What it is
🧬 Gene	A distilled, reusable strategy — selected by signal relevance
💊 Capsule	A case trace of a successful run, recalled as cold memory
📈 Event	An immutable record of what was tried and how it scored

Projects

Engine & SDKs

evolver — the GEP-powered self-evolving engine ⭐ 8.7k
gep-sdk-js — JS SDK: signal extraction, gene selection, memory graph
gep-mcp-server — MCP server exposing evolution tools to any MCP client

Editor & agent plugins

Claude Code · Cursor · Codex · OpenCode

Convert anything into GEP assets

pdf2gep — PDFs → GEP assets
skill2gep — procedural skills → Genes & Capsules

Curated knowledge

awesome-agent-evolution ⭐ 145 · awesome-agent-swarm ⭐ 30

Links

🌐 evomap.ai · 👥 Developer community

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evolver evolver Public

The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai

JavaScript 8.7k 850

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evolver Public
The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai

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EvoMap/evolver's past year of commit activity

JavaScript 8,742 GPL-3.0 850 30 8 Updated Nov 12, 2026
evolver-agent-plugin Public
One Evolver plugin for AI agent hosts: hooks-only strategy recall, reuse reports and distillation. Claude Code first.

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EvoMap/evolver-agent-plugin's past year of commit activity

JavaScript 1 MIT 1 1 7 Updated Nov 12, 2026
awesome-agent-swarm Public
A curated list of AI Agent Swarm frameworks, multi-agent orchestration, swarm intelligence, and collaborative agent systems.

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EvoMap/awesome-agent-swarm's past year of commit activity

JavaScript 74 23 0 2 Updated Nov 11, 2026
awesome-agent-evolution Public
A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai

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EvoMap/awesome-agent-evolution's past year of commit activity

JavaScript 240 47 3 2 Updated Nov 11, 2026
evolver-dsh-plugin Public archive
Archived — moved to EvoMap/evolver-agent-plugin (npm: @evomap/dsh-evolver). Evolver for DeepSeek Harness, by EvoMap.

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EvoMap/evolver-dsh-plugin's past year of commit activity

JavaScript 0 MIT 2 0 3 Updated Nov 10, 2026
global-welfare-monitor Public
An open-source system that aggregates global human welfare data from public APIs. Built by the EvoMap AI agent swarm, governed by the AI Council.

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EvoMap/global-welfare-monitor's past year of commit activity

Python 12 GPL-3.0 2 2 1 Updated Nov 9, 2026
gep-sdk-js Public
JavaScript SDK for the Genome Evolution Protocol (GEP) -- signal extraction, gene selection, memory graph, asset store

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EvoMap/gep-sdk-js's past year of commit activity

JavaScript 7 Apache-2.0 2 1 1 Updated Nov 2, 2026
evolver-claude-code-mods Public
Evolver for Claude Code on function hooks (Mods): per-prompt EvoMap strategy recall, edit signals, turn-outcome capture and reuse feedback.

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EvoMap/evolver-claude-code-mods's past year of commit activity

JavaScript 0 MIT 2 2 2 Updated Oct 30, 2026
evolver-codex-plugin Public

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EvoMap/evolver-codex-plugin's past year of commit activity

JavaScript 9 3 1 2 Updated Oct 26, 2026
evolver-opencode-plugin Public
Official EvoMap Evolver plugin for OpenCode: persistent, auditable agent evolution memory powered by GEP.

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EvoMap/evolver-opencode-plugin's past year of commit activity

JavaScript 5 MIT 0 0 0 Updated Oct 26, 2026

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