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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 8.7k 840

Repositories

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

    Evolver for DeepSeek Harness, by EvoMap: a harness that gets smarter the more you use it. Recalls a proven strategy before each prompt, grades it on evidence (checks run, edits kept, your next reply), and reports back to the EvoMap network so what works gets reused and what fails sinks.

    EvoMap/evolver-dsh-plugin's past year of commit activity
    JavaScript 0 MIT 0 0 0 Updated Oct 18, 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 8,687 GPL-3.0 840 27 7 Updated Oct 16, 2026
  • evolver-workbuddy-plugin Public
    EvoMap/evolver-workbuddy-plugin's past year of commit activity
    JavaScript 2 0 0 0 Updated Oct 15, 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 1 1 0 Updated Oct 14, 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 55 17 7 4 Updated Oct 14, 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 235 46 13 7 Updated Oct 14, 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 12, 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 3,133 Apache-2.0 285 4 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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