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Skillv1.1.0
VirusTotal security
Cybernetic Evolver · External malware reputation and Code Insight signals for this exact artifact hash.
Scanner verdict
BenignMay 1, 2026, 5:21 PM
- Hash
- 4c2d2550b4a4a306d4fd520d8d43944e8e29a808a0f635c35a8653391e67177e
- Source
- palm
- Verdict
- benign
- Code Insight
- Type: OpenClaw Skill Name: cybernetic-evolver Version: 1.1.0 The skill bundle implements a mathematical framework for AI agent optimization based on 'Engineering Cybernetics' (Tsien, 1954). The core logic in 'CODE/evolver.py' uses standard Reinforcement Learning techniques (Q-learning, gradient descent, and Lyapunov stability checks) to tune agent parameters. While the documentation discusses 'self-evolution' and 'structure mutation,' the implementation is limited to modifying internal NumPy arrays and state variables rather than performing malicious self-modification of source code or the host environment. No indicators of data exfiltration, unauthorized network access, or harmful prompt injection were found.
- External report
- View on VirusTotal