{"id":42742622,"url":"https://github.com/aplaceforallmystuff/the-antislop","last_synced_at":"2026-01-29T19:02:10.570Z","repository":{"id":334730401,"uuid":"1142526691","full_name":"aplaceforallmystuff/the-antislop","owner":"aplaceforallmystuff","description":"A Claude Code skill that detects and fixes AI-generated writing patterns. 35+ patterns, tiered scoring, editor mode.","archived":false,"fork":false,"pushed_at":"2026-01-26T14:32:18.000Z","size":576,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2026-01-27T03:33:12.365Z","etag":null,"topics":["ai-detection","ai-writing","claude","claude-code","claude-skill","slop-detection","writing-quality"],"latest_commit_sha":null,"homepage":null,"language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/aplaceforallmystuff.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2026-01-26T14:27:24.000Z","updated_at":"2026-01-26T14:32:21.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/aplaceforallmystuff/the-antislop","commit_stats":null,"previous_names":["aplaceforallmystuff/the-antislop"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/aplaceforallmystuff/the-antislop","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aplaceforallmystuff%2Fthe-antislop","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aplaceforallmystuff%2Fthe-antislop/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aplaceforallmystuff%2Fthe-antislop/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aplaceforallmystuff%2Fthe-antislop/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aplaceforallmystuff","download_url":"https://codeload.github.com/aplaceforallmystuff/the-antislop/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aplaceforallmystuff%2Fthe-antislop/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28882614,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-29T16:41:59.663Z","status":"ssl_error","status_checked_at":"2026-01-29T16:39:39.641Z","response_time":59,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai-detection","ai-writing","claude","claude-code","claude-skill","slop-detection","writing-quality"],"created_at":"2026-01-29T19:02:09.161Z","updated_at":"2026-01-29T19:02:10.563Z","avatar_url":"https://github.com/aplaceforallmystuff.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# The AntiSlop\n\n![Architecture](docs/images/architecture-diagram.png)\n\nA Claude Code skill that detects and **fixes** AI-generated writing patterns. More comprehensive than detection alone — it actually rewrites the problems.\n\n## Why This Exists\n\nAI-generated text has tells. Wikipedia's [Signs of AI Writing](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing) documents 24 patterns. But detection alone isn't enough. You need a tool that:\n\n1. **Detects comprehensively** — 35+ patterns across content, language, style, and structure\n2. **Scores severity** — Not all patterns are equally bad (tiered system)\n3. **Actually fixes problems** — Editor mode rewrites, not just flags\n4. **Catches structural tells** — Staccato fragments, manufactured personality, uniformity\n\n## Installation\n\n```bash\nmkdir -p ~/.claude/skills\ngit clone https://github.com/aplaceforallmystuff/the-antislop.git ~/.claude/skills/the-antislop\n```\n\n## Usage\n\nIn Claude Code, Claude Desktop, or any Claude interface with skill support:\n\n```\n/antislop\n\n[paste your text here]\n```\n\nOr ask Claude directly:\n\n```\nRun antislop on this draft: [your text]\n```\n\n## The Horoscope Test\n\n\u003e \"Could anyone have written this, for anyone?\"\n\nIf yes, it's slop. Like a horoscope — technically applicable to everyone, resonant with no one.\n\n## Detection Categories\n\n### Tier 1: Remove Immediately\n- delve, game-changer, revolutionary, leverage, unlock potential\n- \"it's worth noting,\" \"in today's digital landscape\"\n- moreover, furthermore, cutting-edge\n\n### Tier 2: Suspicious When Repeated\n- here's the thing, at the end of the day, the bottom line\n- paired adjectives (\"comprehensive and thorough\")\n- template openings (\"In this post, we'll cover...\")\n\n### Tier 3: Watch for Clusters\n- transition words (however, firstly, moving forward)\n- corporate buzzwords (robust, seamless, scalable)\n\n### Structural Patterns (Often Missed)\n- **Staccato fragments:** \"Short. Punchy. Exhausting.\"\n- **Sentence uniformity:** Every sentence 10-15 words\n- **Comparator sentences:** \"This isn't X. It's Y.\"\n- **Manufactured personality:** Fake developer snark\n- **Self-promotional framing:** Author's achievements as headline\n\n## Scoring System\n\n| Pattern Type | Points |\n|--------------|--------|\n| Tier 1 phrase | +3 |\n| Tier 2 (repeated) | +2 |\n| Tier 3 cluster | +2 |\n| Failed horoscope test | +5 |\n| Staccato fragment spam | +4 |\n| Manufactured personality | +4 |\n\n- **0-5:** Low risk\n- **6-12:** Medium risk (significant editing needed)\n- **13+:** High risk (likely unedited AI)\n\n## Editor Mode\n\nUnlike detection-only tools, The AntiSlop **fixes problems** by default:\n\n1. Removes Tier 1 phrases\n2. Deduplicates Tier 2 phrases\n3. Combines staccato fragments into flowing prose\n4. Replaces comparator sentences with direct statements\n5. Varies sentence lengths\n\nRequest \"audit only\" if you just want detection without edits.\n\n## Example\n\n**Before:**\n\u003e Let's delve into how AI is revolutionizing the landscape. It's worth noting that these game-changing tools are unlocking potential at scale. The speed is impressive. The quality is enhanced. The adoption is growing.\n\n**After:**\n\u003e Here's how teams are using AI coding tools. In a 2024 Google study, developers completed simple functions 55% faster, but showed no improvement on debugging. The tools handle boilerplate well — config files, test scaffolding, repetitive refactors — but can't tell when they're wrong.\n\n## Further Reading\n\nFor a deeper dive into AI writing patterns and how to maintain your authentic voice while using AI tools, see the [AI Writing Field Guide](https://go.signalovernoise.at/products/the-ai-writing-field-guide).\n\n## Credits\n\n- Pattern research from [Wikipedia: Signs of AI Writing](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing)\n- [WikiProject AI Cleanup](https://en.wikipedia.org/wiki/Wikipedia:WikiProject_AI_Cleanup)\n- Finnish study on \"delve\" usage (56,878 essays)\n- Georgia Tech analysis (168.3M articles)\n\n## License\n\nMIT\n\n## Author\n\nJim Christian ([@jimchristian](https://jimchristian.net))\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faplaceforallmystuff%2Fthe-antislop","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faplaceforallmystuff%2Fthe-antislop","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faplaceforallmystuff%2Fthe-antislop/lists"}