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EvoMap

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

Convert anything into GEP assets

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

Curated knowledge

Links

🌐 evomap.ai · 👥 Developer community

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  1. evolver evolver Public

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

    JavaScript 9.1k 849

Repositories

Showing 10 of 28 repositories
  • evolver-dsh-plugin Public

    Evolver for DeepSeek Harness — persistent, auditable evolution memory as a native dsh plugin

    EvoMap/evolver-dsh-plugin's past year of commit activity
    JavaScript 0 MIT 0 0 0 Updated Oct 9, 2026
  • evolver-workbuddy-plugin Public
    EvoMap/evolver-workbuddy-plugin's past year of commit activity
    JavaScript 2 0 0 1 Updated Oct 9, 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.

    EvoMap/evolver-claude-code-mods's past year of commit activity
    JavaScript 0 MIT 0 0 0 Updated Oct 8, 2026
  • awesome-agent-swarm Public

    A curated list of AI Agent Swarm frameworks, multi-agent orchestration, swarm intelligence, and collaborative agent systems.

    EvoMap/awesome-agent-swarm's past year of commit activity
    JavaScript 54 17 7 4 Updated Oct 7, 2026
  • awesome-agent-evolution Public

    A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai

    EvoMap/awesome-agent-evolution's past year of commit activity
    JavaScript 234 45 13 7 Updated Oct 7, 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.

    EvoMap/global-welfare-monitor's past year of commit activity
    Python 12 GPL-3.0 2 2 1 Updated Oct 5, 2026
  • evolver Public

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

    EvoMap/evolver's past year of commit activity
    JavaScript 9,140 GPL-3.0 849 25 6 Updated Oct 1, 2026
  • AutoResearch Public

    AI/ML research agents from idea to paper-ready evidence. An EvoMap open-source project.

    EvoMap/AutoResearch's past year of commit activity
    Python 2,967 Apache-2.0 266 3 0 Updated Sep 16, 2026
  • pdf2gep Public

    Convert PDF documents into GEP (General Evolution Protocol) assets for AI Agents.

    EvoMap/pdf2gep's past year of commit activity
    JavaScript 6 MIT 1 0 0 Updated Sep 12, 2026
  • gep-sdk-js Public

    JavaScript SDK for the Genome Evolution Protocol (GEP) -- signal extraction, gene selection, memory graph, asset store

    EvoMap/gep-sdk-js's past year of commit activity
    JavaScript 7 Apache-2.0 1 0 0 Updated Sep 11, 2026
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