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#1 Overall#1 in Data & AIVerified SKILL.mdAutomatic Pick

Self Improving Agent

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude rea

OpenClawSKILL.md
479.9KClawHub downloads
18.4KClawHub active installs
3,989ClawHub stars
#39Momentum rank

What It Does

Self Improving Agent packages a focused data & ai workflow for an AI agent. Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude rea 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 @pskoett/self-improving-agent

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

Requirements

OpenClawRequired / review
Local workspace accessRequired / review
Paid serviceCheck source
Supported systemCheck source

Why It’s Popular

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

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