First Principles Thinking

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Overview

No VirusTotal analysis has been recorded yet. File reputation checks will appear here once the artifact hash has been scanned.

Findings (0)

Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.

What this means

The agent may ask clarifying questions or recommend a different approach instead of immediately following the user’s proposed plan.

Why it was flagged

The skill intentionally shapes the agent’s goals and response pattern by making it always apply this reasoning framework and challenge suboptimal user approaches. This is disclosed and purpose-aligned, and the same file says to execute the user’s chosen approach if the user insists.

Skill content
始终生效。这不是一个工具,而是你的思维操作系统。 ... 如果有更好的路 → 直接说,不要顺着用户的方案往下走。
Recommendation

Install this only if you want an always-on reasoning style that may challenge your requests; remove or disable it if you prefer direct execution without this behavior.

What this means

If installing from the GitHub command instead of the registry, the user is trusting the repository contents at clone time.

Why it was flagged

The README documents an optional manual clone from an external GitHub repository into the local skills directory. This is normal installation guidance and not automatic execution, but users should verify the source if using that route.

Skill content
git clone https://github.com/wavmson/openclaw-skill-first-principles.git \
  ~/.openclaw/skills/first-principles
Recommendation

Prefer the registry install path or review the GitHub repository before cloning it into the skills directory.