unmachinedlisted

Finds and removes AI slop from prose, UX copy, and web interfaces. Use when writing, auditing, or revising articles, posts, READMEs, marketing copy, UI copy, layouts, or frontend code that must not feel AI-generated; when the user says unmachined, de-slop, AI slop, anti-slop, humanize, make this human, sounds like AI or ChatGPT, looks AI-generated, feels generic, or design/copy audits; and when always-on is enabled in unmachined config (any user-facing text in the CLI must pass anti-slop rules and scan_text before ship). Quality layer, not the author: it edits what authoring skills produce. Not for greenfield brand or aesthetic invention, pure logic without user-facing strings, or evading AI detectors. Supports onboard, always-on/off, status, learn (personal voice profile), audit, fix, text, ui, and diff workflows.
0xNyk/unmachined · ★ 10 · AI & Automation · score 77

Install: claude install-skill 0xNyk/unmachined

# unmachined Make it read written and look made, not generated. AI output converges on the statistical center: the same vocabulary, the same cadence, the same purple gradient on the same centered hero. This skill holds two lines of defense. First, catalogs of known tells with severity tiers. Second, a variety requirement, because the fix becomes a new tell when every output converges on the same alternative. Never swap one monoculture for another. **Priorities:** text first, design and layout equal second, branding last. ## Always-on (native enforcement) Once installed, the skill can stay **on for the whole CLI session** so agents do not write AI-text slop unless the user opts out. | Mode | Behavior | |---|---| | **always_on: true** | Every user-facing text (and optional UI) is drafted under anti-slop rules and scanned before ship. No need to type `/unmachined` each time. | | **always_on: false** | Opt-in only: run `/unmachined …` when you want enforcement. | | **not onboarded** | Ask once (see onboard). Until answered, treat as off. | Full contract: `references/always-on.md`. ### Onboarding (required once) On first use, or when `onboarded_at` is missing, **ask**: > Turn unmachined **always-on** for this CLI so all user-facing writing is > anti-slop by default? Or leave **off** (only when you invoke the skill)? Then save via: ```bash python3 scripts/onboard.py # interactive python3 scripts/onboard.py --always-on # native on, text+ui python3 scr