ClawHub

Anti-Slop

v0.1.0

This skill should be used when the user asks to "check for slop", "anti slop review", "quality check", "is this AI garbage", "review for originality", "check...

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byFuturize Rush@futurizerush
MIT-0
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LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
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Benign
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Benign
high confidence
✓
Purpose & Capability
Name/description are an editorial quality-check for AI output and the SKILL.md contains step-by-step review criteria and verification checks that align with that purpose. Nothing in the skill asks for unrelated services or credentials.
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Instruction Scope
The instructions explicitly require reading text, locating file:line evidence, and verifying claimed actions (e.g., show test output, confirm a PR exists using `gh pr view`). This is consistent with a content-review skill, but it implicitly assumes the agent has access to the repository/files and CLI tools needed to prove claims. The SKILL.md does not attempt to access unrelated system paths or external endpoints.
✓
Install Mechanism
No install spec and no code files — instruction-only. This is low-risk; nothing will be downloaded or written to disk by the skill itself.
✓
Credentials
The skill requests no environment variables, credentials, or config paths. The verification steps mention running commands and reading files, which are appropriate for the stated task, but those runtime capabilities come from the agent environment and are not requested by the skill.
✓
Persistence & Privilege
The skill is not always-on and uses default autonomous-invocation settings. It does not request persistent presence, modify other skills, or ask to alter agent-wide config.
Assessment
This skill is an instruction-only reviewer for AI 'slop' and appears coherent. Before installing or enabling it, confirm whether you want the agent to be able to access the repository, files, or run CLI tools (the SKILL.md expects the agent to show file:line evidence and may reference commands like `gh pr view` and test output). The skill itself asks for no secrets or installs, but its usefulness depends on the agent environment having permission to read project files and run tools. If you have sensitive repos or CI artifacts, restrict the agent's environment or run the review manually. If you prefer, test the skill in a sandboxed project first to confirm behavior.

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.
Termshttps://spdx.org/licenses/MIT-0.html

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