Natural Writing
Eliminates common AI tropes and stylistic cliches to produce clear, human-sounding technical documentation, PR descriptions, and code comments.
Natural Writing enforces strict editorial rules to strip away artificial language patterns and common AI-isms from generated text. It actively suppresses overused vocabulary, promotional puffery, hollow transitions, and forced sentence parallelism across technical documentation, pull request summaries, commit logs, and engineering analyses. By guiding Claude toward straightforward phrasing, direct verbs, and durable code comments free of ambiguous temporal references, this skill ensures that generated prose reads as precise, natural, and authentically human-authored.
Key Features
01Restricts ambiguous temporal language like 'now' or 'currently' in code comments
02Suppresses conversational chat filler and prevents unverified citation hallucinations
03Eliminates promotional puffery, superficial commentary, and false ranges
043,092 GitHub stars
05Enforces clean sentence structure by curbing negative parallelism and rigid rules of three
06Filters overused AI vocabulary, buzzwords, and repetitive transitional phrases
Use Cases
01Drafting concise pull request and change list descriptions without conversational fluff
02Writing durable inline code comments free of relative temporal markers
03Authoring technical documentation, RFCs, and engineering architecture records