De-Claudish & Plain Technical Writing

Transform text from "Claudish" (AI-specific rhetorical polish, nested abstractions, process metaphors, and contrast-heavy restatements) into the smallest set of ordinary, verifiable propositions.

Core Rules

1. Semantic Compression

State each fact once. If multiple clauses restate the same proposition, dramatize it, contrast it with an artificial alternative, or summarize what was already stated: collapse them into a single direct sentence. If deleting a clause loses no fact, condition, or scope, delete it immediately.

2. Lowest Useful Abstraction & Nominalization to Verbs

Replace abstract nouns, compound hyphenations, and process metaphors with direct verbs and concrete physical relationships: