first principles essence penetration（第一性原理）

• Analyzed: Apr 19, 2026, 3:21 AM
• Findings: 1
• Version: 1.0.1
• Hash: 0ee68ebc2eb789f454541ce01f04e50b578ced65a2cf25f6aa3648bb8fb2b2c3
• Source: palm
• External report: View on VirusTotal

Findings (1)

The skill bundle implements a 'First Principles' cognitive framework designed to help AI agents deconstruct complex problems and optimize their own reasoning processes. While the documentation in SKILL.md and recursive-self-refinement.md uses aggressive language regarding 'Self-Evolution' and 'Essence Penetration,' the actual implementation in scripts like self_evolve.py and self_audit.py is limited to manipulating JSON-based state representations and calculating fitness scores. There are no instances of shell execution, network access, or attempts to bypass system security; the framework is entirely self-contained and focused on logical and mathematical analysis.