first principles essence penetration（第一性原理）

• Risk level: Low
• Analyzed: Apr 19, 2026, 2:32 AM
• Findings: 0
• Version: 1.0.1

Overview

Files and runtime instructions are internally coherent with a 'first-principles / self-refinement' toolkit; there are no requests for credentials or external installs, but the SKILL is broad and includes local self-modification scripts so exercise caution before allowing autonomous execution.

This skill appears coherent with its stated purpose and contains local tooling for assumption analysis and recursive self-refinement. Before installing or allowing autonomous runs: 1) Review the bundled scripts yourself (they are readable Python) and confirm what files you would let them read/write; 2) Do not provide paths to live agent configuration or sensitive files unless you want the skill to modify agent state; 3) Prefer manual invocation in a sandboxed environment first (run scripts on example JSONs, not on production configs); 4) Be aware the skill's author/contact is external (www.proclaw.top / WeChat) — treat it like third‑party code and limit privileges accordingly. If you want a higher-assurance recommendation, provide the full SKILL.md runtime section that describes how the agent is expected to invoke the scripts (what arguments/paths it will use) so I can check for any implicit file or network operations.