Capability Evolver

by claw0xv1.0.2

⚠️ Review

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

clawhub install capability-evolver-pro

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Security Analysis

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75/100

Safety Score

“This AI self-improvement meta-skill appears generally safe with privacy-focused design and active maintenance. Primary concerns are limited code transparency for verification and low community validation despite significant downloads. The local execution approach reduces external risk vectors.”

✅Data Privacy RiskChangelog indicates privacy focus with local execution, no external API calls

✅Permission ScopeMeta-skill for self-improvement appears appropriately scoped to runtime log analysis

✅Supply Chain RiskMIT-0 license, author has multiple versions, no obvious red flags

⚠️Code TransparencySummary truncated, no actual code provided for review, limited documentation visibility

✅Malware IndicatorsNo suspicious patterns in description, focuses on error pattern detection

✅Social Engineering RiskTechnical self-improvement tool unlikely to manipulate users

⚠️Dependency SafetyCannot assess dependencies without code visibility

✅Update Frequency3 versions with recent changelog updates indicates maintenance

⚠️Community ValidationLow engagement metrics (2 stars, 0 comments) despite 1136 downloads

✅License ComplianceMIT-0 license is permissive and appropriate for open source tools

Last scanned: 3/29/2026

Community Mentions

From Reddit & GitHub discussions

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😊 Mostly Positive

1 mention(s) found · 0 Reddit, 1 GitHub

⚫ GitHub😊 Positive

feat: add 40 ClawHub AI agent skills by hanabi-jpn

## Summary This PR adds **40 specialized AI agent skills** from [ClawHub Skills](https://github.com/hanabi-jpn/clawhub-skills) by `hanabi-jpn`. ### Agent Categories | Category | Count | Agents | |----------|-------|--------| | **Japan SaaS** | 14 | freee, SmartHR, kintone, Backlog, Chatwork, LINE

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Changelog v1.0.2

- Updated integration and usage examples to remove external service/API references, ensuring all calls run locally via agent.run. - Revised documentation for clarity and consistency, especially in scenario examples (e.g., pre-deployment health check now uses agent.run approach). - Improved sample code in the quickstart and integration examples for OpenClaw and LangChain agents. - Aligned continuous improvement and monitoring recipes with fully local execution, reflecting privacy guarantees. - No...

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Info

Version: 1.0.2
Versions: 3
Author: kennyzir
Updated: Mar 24, 2026
License: MIT-0

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