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#72 Overall#9 in Data & AIVerified SKILL.md

Evolver

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

OpenClawSKILL.md
39.1KClawHub downloads
1,291ClawHub active installs
94ClawHub stars
—Momentum rank

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.

Popular Use Cases

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

Install this Agent Skill

OpenClaw

clawhub install @autogame-17/capability-evolver

Commands derived from the public ClawHub API record. Checked 2026-09-18. Review the source before running them.

Requirements

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

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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