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Slop Cop

skill-yasyf-cc-skills-slop-cop · by yasyf

Check a file (or piece of text) for LLM-generated prose tells using the slop-cop CLI and report the violations. Use when the user asks to "check/lint/scan this file for slop", "find LLM tells in <file>", "run slop-cop on <path>", or wants a violations report for a doc, README, blog post, PR description, or commit message. Report-only by default; offers to apply fixes if asked.

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Install

$ agentstack add skill-yasyf-cc-skills-slop-cop

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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About

Slop Cop

Run slop-cop check over a target file (or stdin) and summarize the LLM-prose-tell violations it finds: overused intensifiers, filler adverbs, negation pivots, em-dash abuse, throat-clearing, hedge stacks, metaphor crutches, and so on. This is the common-case report flow — it does not rewrite the file unless the user asks.

Resolve the binary

bin/slop-cop under the plugin root is a symlink that scripts/install-binary.sh maintains silently — pointing at a brew-installed binary, a durable download under the plugin data dir, or a local dev build. The plugin's SessionStart hook normally runs the installer before you do, so the symlink is usually already in place. Resolve the symlink first, PATH second:

# Provision or refresh the managed symlink. Silent, idempotent, and tracks
# the newest release — once per session is plenty.
bash "${CLAUDE_PLUGIN_ROOT}/scripts/install-binary.sh" || true
# 1. The managed symlink (normal path).
if [ -x "${CLAUDE_PLUGIN_ROOT}/bin/slop-cop" ]; then
  SLOP_COP="${CLAUDE_PLUGIN_ROOT}/bin/slop-cop"
# 2. PATH fallback (CI, scripting, or a standalone install).
else
  SLOP_COP=slop-cop
fi

${CLAUDE_PLUGIN_ROOT} is substituted to a real path in this skill's text. The installer prefers a brew-installed binary; otherwise it sha256-verifies a download of the latest yasyf/slop-cop release into the plugin data dir (a location that survives plugin updates). No Go toolchain is required.

Run

Pick the target:

  • The path the user named.
  • Otherwise the file they have open / selected.
  • - to read from stdin (pass --lang=markdown for prose drafts).
"$SLOP_COP" check --pretty 

slop-cop auto-detects the input language from the extension and masks non-prose regions before running detectors — .md / .markdown / .mdx → markdown, .html / .htm → html, .jsx / .tsx / .ts / .js → the matching tree-sitter mode (so only comments, string literals, and JSX text are scanned). Override with --lang= when needed (e.g. --lang=text to see every regex hit, --lang=markdown for stdin prose).

It prints a JSON document: {"text_length": N, "violations": [...], "counts_by_rule": {...}, "counts_by_category": {...}, "lang": "...", "llm": {...}}.

Report

Parse the JSON and present, concisely:

  • The total violation count and the counts_by_category breakdown.
  • One bullet per violation: the rule id, the matched span (first ~60 chars),

and the suggestedChange / explanation when present.

  • If there are no violations, say so plainly.

Do not paste the raw JSON unless asked. End with a short pointer: the user can ask for a revision and you will apply the canonical fixes (e.g. utilizeuse, drop sentence-opening importantly / ultimately, collapse hedge stacks, replace em-dash pivots with proper punctuation, cut metaphor clichés). Only rewrite the file when the user asks for it.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.