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#27 Overall#4 in Data & AI

Evolver

A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap.

OpenClawSKILL.md
82.9KTotal downloads
1,628Active installs
84Community stars
Momentum rank

Overview

What It Does

Evolver packages a focused data & ai workflow for an AI agent. A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap. It is best suited to users who can review the resulting actions and provide only the accounts, files, or command access needed for the task. It is not a substitute for human approval on destructive, financial, security-sensitive, or public-facing actions.

Task ideas

Popular Use Cases

  • Analyze structured or unstructured data
  • Transform raw inputs into useful outputs
  • Run a repeatable AI workflow
  • Summarize patterns and findings

Installation

Install with ClawHub

clawhub install @autogame-17/evolver

Command derived from the publisher-qualified public ClawHub record. Checked 2026-08-03. Review the source before running it.

Before you start

Requirements

Review the source instructions before installationRequired / review
Paid serviceCheck source
Supported systemCheck source

Popularity context

Why It’s Popular

Evolver addresses a recognizable data ai workflow and is included automatically from current public adoption and activity signals.

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