Improvement Generator
by community
Use this page as a decision snapshot for Improvement Generator: trust signal, install momentum, real user feedback, and high-intent related pages you can compare next.
Description
当需要为目标 skill 生成改进候选、把上次失败信息注入下一轮生成、或分析历史记忆模式来避免重复失败时使用。支持 --trace 注入失败上下文。不用于打分（用 improvement-discriminator）或评估（用 improvement-learner）。
Install Improvement Generator
Run this in your OpenClaw agent to add Improvement Generator from the ClawHub registry.
openclaw skills install improvement-generatorRequires ClawHub registry access. Review the security analysis below before installing.
Security Analysis
Open Source
Code is publicly available for audit.
Community Verified
Reviewed by the ClawHub community.
Community Reviews
Real user ratings only — separate from the editorial assessment and ClawHub signal.
Installed this skill? Sign in and leave the first review.
Save the skill now, come back after testing it, and help the next person choose with a quick review.
Related skills
Frequently asked questions
Is Improvement Generator safe to install?
Improvement Generator has a SkillsReview security score of 50/100. It is open source and community-verified on ClawHub. Check the full Security Analysis on this page before installing.
How much does Improvement Generator cost?
Improvement Generator is free to install for OpenClaw via ClawHub.
What are the best alternatives to Improvement Generator?
You can compare Improvement Generator side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install Improvement Generator?
Install Improvement Generator from ClawHub at clawhub.ai/skills/improvement-generator, or use the install action on this page to copy the command for your OpenClaw agent.
Community Signal
Historical movement
Timeline plus trend snapshots for security, reviews, and reputation tilt.
Trend Charts
30 / 90 / 180 day snapshots for ranking movement and security-score movement.
Last updated unknown UTC
Submit your review
Share your experience and help others find the best skills.
Newsletter
Stay updated on Improvement Generator and the wider SkillsReview ecosystem
Get the weekly Top 5, fresh security alerts, and newly hot skills by email. You can unsubscribe from any newsletter email in one click.