slop-review
From the author
Read-only slop review of prose, documentation, reports, agent output, commit messages or PR descriptions. Use when someone asks what is wrong with a draft, asks for an editorial or quality review, asks whether text is padded, vague, puffed up, unsourced or hollow, or asks whether writing "sounds like AI". Produces a fixed findings report where every finding carries a verbatim quote, a severity (HIGH for a fabricated fact, citation or API, MEDIUM for padding or filler that changes nothing if cut, LOW for stylistic tells) and a separate confidence (low, medium, high), plus the artifact from the structural test that produced it. This skill diagnoses only. It cannot write or edit files, it never rewrites the text it is judging, and it never states or implies who or what wrote the text. Hand its findings to slop-rewrite when the user wants repair.
Install
npx skills add AgriciDaniel/anti-slop --skill slop-review -a claude-code
Installs to .claude/skills/slop-review/ · Each command fetches the skill straight from GitHub with the open skills CLI.
Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.
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Why 80
aiqbench computes the trust score from public signals. It is not a security audit, so read a skill before you install it.
Similar skills
Closest to this one by what they do and when they are used.
- slop-codeAgriciDaniel/anti-slopSlop review and repair for source code, tests, configuration, generated documentation, README files, commit messages and pull request descriptions. Use when someone asks to review generated or agent-written code for quality, asks whether a diff is padded or ceremonial, asks about hallucinated or slopsquatted imports, or asks to clean up comments, docstrings, wrapper functions, defensive try/except blocks, or tests that assert nothing. Runs the load-bearing test: delete the comment, wrapper, handler or assertion-free test and name what broke. Runs the package existence scanner over every import. Reviews commit and pull request text for canned policy assurances and preserved-information boilerplate. Reports defects with severity and confidence separated, never an authorship verdict, and never a claim that a diff was machine written.Engineering★ 64
- slop-rewriteAgriciDaniel/anti-slopRepair pass that consumes an existing slop-review findings report and fixes only what it lists. Use when someone asks to clean up, de-slop, tighten, fix or rewrite a draft, documentation page, report or agent output after a review has been produced, or asks to strip vendor residue and placeholder text. Cuts padding that failed the deletion test, replaces vacuous claims that failed the inversion test, resolves or removes vague attributions, and deletes vendor residue. It never invents a fact, name, number, date, quote or citation that is not already in the source. It never re-derives findings and never expands scope beyond the report. The deterministic scanners re-run after every fix and their exit codes, not the model's judgment, decide whether the pass is finished. It never states or implies who or what wrote the original.Testing★ 64
- anti-slopalvin-reyes/better-agentic-ideRules against AI slop in code, comments, commit messages and docs. Use whenever you write or edit code, write documentation, a README, a commit message or a PR description, or review changes for quality.Writing★ 85
- zero-slopmanavmishra/ZeroSlopEdit drafts into natural prose, inspect AI-sounding patterns, or review how a specified audience might respond passage by passage. Zero Slop runs inside the user's existing AI assistant with local tools that protect source details. Use for humanizing or de-slopping writing, polishing outward-facing prose, social drafts, final editorial checks, or an explicit simulated reader review. Preserve facts, voice and format; reader simulations are hypotheses, not human feedback.Writing★ 146
- slop-evalfabricioctelles/skillsObjectively evaluate a UI/web design against the pols.dev anti-slop design law: detect catalogued slop tells with cited evidence, score 8 weighted axes (color, type, components, layout, motion, execution, signature, cohesion), and emit a Slop Report with a 0–100 Slop Index and grade. Use when the user asks to "evaluate design slop", "slop report", "is this design AI slop", "audit this landing page design", "de-slop review", or wants an objective score of how generic/machine-made a design looks. To fix text (not design), use human-ai or humanizar skills instead.Design★ 118
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