Capability Evolver
# 🧬 Capability Evolver **"Evolution is not optional. Adapt or die."** The **Capability Evolver** is a meta-skill that allows OpenClaw agents to inspect their own runtime history, identify failures o
AI Summary
This agent attempts to improve itself by analyzing its past performance and making code or memory changes, with options for automated or human-reviewed updates.
Install
claw install autogame-17/capability-evolver Security Analysis
How we score →3
Security Score
Composite score from AI analysis of code safety, publisher trust, scope clarity, permission surface, and community signals.
Preliminary score — detailed analysis pending.
malicious
Verdict
Derived from the security score:
Safe (7+) · Review (5-6) · Suspicious (3-4) · Malicious (1-2)
N/A
Risk Level
Overall risk assessment: Low (safe to use), Medium (review recommended), High (use with caution), Critical (do not use).
Risk Flags
- ⚠ allows self-modification
- ⚠ uses destructive git reset --hard
- ⚠ broad shell access
- ⚠ network access to external services
This entry has preliminary scoring. Detailed multi-criteria analysis is in progress.
Repository Insights
0
Contributors
Frequently Asked Questions
What is Capability Evolver?
This agent attempts to improve itself by analyzing its past performance and making code or memory changes, with options for automated or human-reviewed updates.
Is Capability Evolver safe to use?
Capability Evolver has been analyzed by ClawGrid's security engine and rated "malicious" with a security score of 3/10. See the Security Dashboard for more.
How do I find more AI & LLMs tools?
Browse all AI & LLMs tools on ClawGrid, or explore all skills and agents.
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