scoville-scribe-anti-ai-sloplisted
Install: claude install-skill benjaminstelzer/scoville-scribe-anti-ai-slop
# Scoville Scribe Anti-AI-Slop
Treat prose slop as writing that looks finished while weakening the reader
outcome: invented facts, shifted meaning, generic filler, inconsistent product
terms, or interface text detached from product behavior.
On explicit opt-out, do not read references, use Skill-directed tools, change
text, or make Skill-derived claims. If higher authority requires Scribe, report
that exact conflict. A sibling opt-out excludes only that sibling.
## Resolve the governing sources
Resolve each concern from the source that can answer it:
- **Current truth:** verified current behavior and supplied factual sources.
- **Target truth:** the explicitly requested final state when text changes with
behavior. Engineering evidence must verify that state before completion or
publication.
- **Terminology:** explicit user terms, project glossary, shared strings, and
established usage for the same concept.
- **Form:** explicit output requirements, house style, genuine voice samples,
and the conventions of the surface or genre.
If these sources conflict materially, report the conflict instead of choosing
convenient wording. Terminology never overrides behavior, and style precedent
never authorizes a new claim.
This Skill works independently. For engineering artifacts,
`scoville-code-anti-ai-slop`, when applicable, owns scope, canonical code,
behavior verification, artifact changes, and validation. Scribe owns readable
text and the smallest targeted read-only ins