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#273 Overall#44 in Data & AIVerified SKILL.md

Capability Evolver

Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem.

OpenClawSKILL.md
14.7KTotal downloads
485Active installs
33Community stars
—Momentum rank

Overview

What It Does

Capability Evolver packages a focused data & ai workflow for an AI agent. Meta-skill for AI agent self-improvement. Analyzes runtime logs to detect error patterns, regressions, and inefficiencies, then generates structured improvem. 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-assisted workflow
  • Summarize patterns and key findings

Installation

Install this Agent Skill

OpenClaw

clawhub install @kennyzir/capability-evolver-pro

Commands derived from the public ClawHub API record. Checked 2026-09-02. Review the source before running them.

Before you start

Requirements

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

Popularity context

Why It’s Popular

Capability Evolver addresses a recognizable data ai workflow and is included from current public ClawHub adoption.

Alternatives

Similar Skills

Self Improving Agent#1 in Data & AISonoscli#2 in Data & AIOpenai Whisper#3 in Data & AIEvolver#4 in Data & AI