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  "title": "FeedHive AI Slop Detector",
  "description": "MIT-licensed, self-hostable pattern library of 120 AI-writing 'slop' tells across 9 categories, shipped as patterns.json plus an agent skill for Claude Code and Codex so an AI drafts past its own giveaways before publishing.",
  "category": "content-copywriting",
  "tags": [
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  "date_published": "2026-10-13T00:00:00Z",
  "date_modified": "2026-10-13T00:00:00Z",
  "source": {
    "name": "github · FeedHive/ai-slop-detector",
    "url": "https://github.com/FeedHive/ai-slop-detector",
    "author": "SimonHoiberg"
  },
  "license": "MIT",
  "one_liner": "FeedHive AI Slop Detector is a free, MIT-licensed 120-pattern 'slop' catalog plus a Claude Code and Codex skill that lints AI writing before it ships.",
  "open_source": "yes",
  "self_hostable": "yes",
  "pricing_signal": "Free, MIT — git clone or consume patterns.json directly; no signup, payment, or API key for the open artifact.",
  "pricing_model": "free",
  "who_its_for": "Founders and GTM/content teams running AI-written copy at volume who want a local, inspectable checklist to strip the AI tells before a post ships.",
  "who_its_not_for": "Anyone wanting a hosted one-click grader — the hosted web checker at feedhive.com is separate; this is the open pattern file and agent skill you run yourself.",
  "aliases": [
    "ai slop detector",
    "feedhive slop detector"
  ],
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    "source_id": "https://github.com/FeedHive/ai-slop-detector",
    "note": "SPDX MIT read from the repo LICENSE via GitHub API (spdx_id=MIT, not guessed). Repo under the verified FeedHive org (est. 2020), sole author SimonHoiberg = the viral-post author/FeedHive founder. 120 patterns / 9 categories matches the claim exactly. 55 stars, 3 forks, 0 open issues, created and pushed 2026-10-12 (GitHub API, 2026-10-13). Name-squat lookalikes (raj-shroff/ai-slop-patterns, petergyang/no-ai-slop, others) routed around — resolved via org, not name match."
  },
  "caveats": "The project's self-styled 'most comprehensive list on the internet' is a vendor claim, not independently verified. A pattern list reduces obvious tells but does not guarantee writing quality or evade detectors. Fresh repo (<1 week old, 55 stars) — momentum unproven. A separate hosted web checker exists; this entry covers the open repo only.",
  "lead": "A free, MIT-licensed library of 120 AI-writing \"slop\" patterns organized into 9 categories, shipped two ways: as a structured `patterns.json` you can wire into any tool, and as an agent skill that drops into Claude Code or Codex so an AI model checks its own draft against the catalog before…",
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      "est_tokens": 123,
      "text": "A free, MIT-licensed library of 120 AI-writing \"slop\" patterns organized into 9 categories, shipped two ways: as a structured `patterns.json` you can wire into any tool, and as an agent skill that drops into Claude Code or Codex so an AI model checks its own draft against the catalog before it publishes. Where most \"humanize my AI text\" products are hosted black boxes, this one is the raw, inspectable rulebook — clone it, read every pattern, change it, and ship it inside your own stack."
    },
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      "heading_path": [
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      "est_tokens": 327,
      "text": "Code or Codex so an AI model checks its own draft against the catalog before it publishes. Where most \"humanize my AI text\" products are hosted black boxes, this one is the raw, inspectable rulebook — clone it, read every pattern, change it, and ship it inside your own stack.\n\n- SPDX license MIT read directly from the repo's LICENSE file via the GitHub license API (`spdx_id: MIT`) — verified, not guessed; the README confirms \"use it, change it and ship it in your own tools.\"\n- Authentic repo under the verified FeedHive org (github.com/FeedHive, est. 2020-07-20); sole contributor/creator is SimonHoiberg, the same account as the viral X post and FeedHive's founder — author, org, and post all consistent.\n- 120 patterns across 9 categories (matches the claim exactly), 55 stars / 3 forks / 0 open issues, created and last pushed 2026-10-12, not archived — confirmed via GitHub API 2026-10-13.\n- Routed around name-squat lookalikes (raj-shroff/ai-slop-patterns with 143 entries, petergyang/no-ai-slop, pavithralamahewa/slop-patterns, and others) — the canonical repo was resolved via the FeedHive org, never by name match.\n- Surfaced via the 2026-10-13 OSS X pull; curated from the GTM Stacker signal registry (run 2026-10-13-registry-update-01); license and figures independently verified 2026-10-13."
    },
    {
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      "heading_path": [
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        "Why it matters for a GTM stack"
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      "est_tokens": 305,
      "text": "- Routed around name-squat lookalikes (raj-shroff/ai-slop-patterns with 143 entries, petergyang/no-ai-slop, pavithralamahewa/slop-patterns, and others) — the canonical repo was resolved via the FeedHive org, never by name match. - Surfaced via the 2026-10-13 OSS X pull; curated from the GTM Stacker signal registry (run 2026-10-13-registry-update-01); license and figures independently verified 2026-10-13.\n\nAI now writes a large share of GTM content, and the giveaway tells — the \"it's not just X, it's Y\" cadence, the rule-of-three everywhere, the em-dash pile-ups — are exactly what makes that content read as machine-made and lose trust. FeedHive, a social-media scheduling company, open-sourced the internal checklist it uses to catch those tells, as both a data file and a drop-in agent skill, under MIT. The honest read: it is a pattern catalog, not a quality engine — it strips obvious tells but will not turn weak writing into good writing, and the \"most comprehensive list on the internet\" line is the vendor's own framing, not a verified fact. It is also a fresh repo with modest traction. But as a free, local, fully inspectable lint pass for an AI content pipeline, it is a cheap, honest piece of leverage."
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