Self Evolving Skill

by bltdz Orionv1.0.2

❌ Risky

Meta-cognitive self-learning system - Automated skill evolution based on predictive coding and value-driven mechanisms.

clawhub install self-evolving-skill

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Security Analysis

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35/100

Safety Score

“This self-evolving AI skill presents significant security risks due to its unpredictable, self-modifying nature and lack of transparency. The absence of a license, unknown authorship, and potential for emergent behaviors make it unsuitable for deployment without extensive sandboxing and monitoring. High-risk characteristics outweigh the moderate community interest.”

❌Data Privacy RiskSelf-evolving nature could lead to unpredictable data collection without transparency

❌Permission ScopeNo license specified and self-modifying capability creates uncontrolled permission scope

⚠️Supply Chain RiskAuthor 'whtoo' unknown, no verified identity or reputation

❌Code TransparencySelf-evolving algorithms inherently opaque; changelog shows only documentation updates

⚠️Malware IndicatorsSelf-modifying capability could enable emergent malicious behaviors

❌Social Engineering RiskMeta-cognitive system could manipulate users through adaptive persuasion

⚠️Dependency SafetyPredictive coding mechanisms may rely on unverified external models

✅Update FrequencyMultiple versions indicate some maintenance activity

⚠️Community ValidationHigh downloads (8164) but low installs (66) and stars (27) suggest caution

❌License ComplianceNull license creates legal uncertainty for usage and distribution

Last scanned: 3/29/2026

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Changelog v1.0.2

Self-Evolving Skill v1.0.2 - Added front-matter metadata (name, description, homepage) to SKILL.md for improved discovery. - No code or functional changes; documentation formatting updated only. - All core features, usage, and algorithm details remain unchanged.

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Info

Version: 1.0.2
Versions: 3
Author: whtoo
Updated: Feb 28, 2026

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