Signal vs Noise
v1.0.0Distinguish real progress from performative activity. Protect humans from drowning in information while starving for truth through disciplined signal detection.
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byMauricio Z. Filho@mzfshark
MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
OpenClaw
Benign
high confidencePurpose & Capability
The name and description match the contained files: SKILL.md and metadata describe a judgement/filtering skill and the package requests no binaries, environment variables, or installs that would be unrelated to that purpose.
Instruction Scope
SKILL.md contains only high-level purpose and guidance (no commands, file reads, endpoints, or environment accesses). It is intentionally vague about how judgments are reached, which grants broad discretion to the agent — not a security flaw by itself but worth noting since it could lead the agent to solicit external data or call other skills at runtime.
Install Mechanism
No install spec and no code files — the lowest-risk form. Nothing will be downloaded or written to disk by the skill itself.
Credentials
The skill declares no required environment variables, credentials, or config paths. There is no disproportionate or unexplained access requested.
Persistence & Privilege
always is false and the skill doesn't request special privileges or attempt to modify other skills or system settings. It uses the platform default autonomy settings.
Assessment
This skill is coherent and low-risk: it only provides high-level criteria for separating 'signal' from 'noise' and does not request secrets or install code. Before relying on it broadly, test it with non-sensitive examples to ensure its judgments match your needs. Be cautious if you enable it alongside other skills that do have network or credential access — the agent could combine this skill's guidance with those capabilities to act on external resources. Finally, expect subjective/bias-prone outputs since the skill encodes judgment rather than deterministic logic; consider adding explicit constraints or auditing outputs for sensitive decisions.Like a lobster shell, security has layers — review code before you run it.
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License
MIT-0
Free to use, modify, and redistribute. No attribution required.