Self-Improving Proactive Agent

by Yueyancv1.0.0

⚠️ Review

A unified OpenClaw skill that merges self-improvement and proactivity: learn from corrections, maintain active state, recover context fast, and keep work mov...

clawhub install self-improving-proactive-agent
📥
45
All-time Downloads
📦
44
Active Installs
⭐
3
Stars

Security Analysis

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65/100
Safety Score

“This skill presents significant security concerns due to its self-modifying capability without code transparency. The combination of proactive behavior, context retention, and learning from corrections creates multiple risk vectors that require thorough code review before deployment. While the license is appropriate and there's some community adoption, the lack of documentation for critical functionality warrants caution.”

⚠️Data Privacy RiskSkill description mentions maintaining active state and recovering context, suggesting potential data retention without clear privacy boundaries
⚠️Permission ScopeNo permission information provided; self-improving capability could require broad system access
✅Supply Chain RiskAuthor appears to be individual developer with MIT-0 license, no obvious red flags
❌Code TransparencyNo code or detailed documentation provided; 'self-improving' behavior is undefined
⚠️Malware IndicatorsSelf-modifying capability without transparency raises concerns about unpredictable behavior
⚠️Social Engineering RiskProactive behavior combined with learning from corrections could manipulate user interactions
✅Dependency SafetyNo dependency information available, but no evidence of unsafe dependencies
⚠️Update FrequencyOnly one version with initial release, not actively maintained
✅Community ValidationModerate downloads (4887) and installations (44 current) with some community adoption
✅License ComplianceMIT-0 license is permissive and appropriate for open source

Last scanned: 3/29/2026

Community Mentions

From Reddit & GitHub discussions

😟
😟 Mixed/Negative
1 mention(s) found · 0 Reddit, 1 GitHub
⚫ GitHub😟 Negative

[Bug]: The result of "clawhub search self-improving-agent" missing exact match

### Bug type Regression (worked before, now fails) ### Summary npx clawhub search self-improving-agent or https://clawhub.ai/skills?q=self-improving-agent ### Steps to reproduce npx clawhub search self-improving-agent or https://clawhub.ai/skills?q=self-improving-agent ### Expected behavior r

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Changelog v1.0.0

Initial release. Combines self-improvement and proactivity into one unified OpenClaw skill.

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Safety Score

ⓘ
65
out of 100
⚠️ Review

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Info

Version
1.0.0
Versions
1
Author
yueyanc
Updated
Mar 15, 2026
License
MIT-0
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