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#1442 Overall#264 in Data & AIVerified SKILL.md

Error Driven Evolution

Structured error-to-rule learning system for AI agents. Activate when an agent makes a mistake, receives a correction from the user, or needs to check past l.

OpenClawSKILL.md
4,659Total downloads
62Active installs
0Community stars
—Momentum rank

Overview

What It Does

Error Driven Evolution packages a focused data & ai workflow for an AI agent. Structured error-to-rule learning system for AI agents. Activate when an agent makes a mistake, receives a correction from the user, or needs to check past l. 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 @marsnavi/error-driven-evolution

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

Error Driven Evolution addresses a recognizable data ai workflow and is included from current public ClawHub adoption.

Alternatives

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