prose-check

Quick prose quality review using a styleguide

Prose Check

Single-pass review focused on prose quality and AI artifact removal.

Workflow

  1. Identify the target document. Use the first source that applies:

    • A file path provided as an argument to this command
    • The document most recently edited or discussed in the current session
    • Ask the user if neither applies
  2. Read the full document before proceeding.

  3. Load the writing skill by invoking Skill("content-writing:prose-craft"). This triggers voice discovery and styleguide selection per the skill's resolution logic.

  4. Load the humanizer skill by invoking Skill("content-writing:humanizer").

  5. Review the document in a single comprehensive pass. Evaluate for:

    • Sentence construction (active voice, positive form, parallel structure)
    • Word choice (vague/inflated words, unnecessary jargon)
    • Rhythm and flow (sentence length variation, loose sentence succession)
    • Emphatic placement (strongest words at sentence and paragraph ends)
    • AI artifacts (significance inflation, promotional language, synonym cycling, em dash overuse, negative parallelisms, rule of three overuse, copula avoidance)
    • Styleguide-specific rules from the loaded reference
  6. Present findings organized by severity:

    • Issues that change meaning or mislead the reader
    • Issues that weaken the prose (vague language, passive voice, filler)
    • Polish opportunities (rhythm, emphasis, word choice upgrades)
  7. Apply fixes after presenting findings, or ask the user if they'd like you to apply them.

Constraints

  • Do not alter the document's structure, headings, or organization — that's the editorial-review command's job.
  • Do not evaluate citations or sources — that's also editorial-review territory.
  • Focus exclusively on prose quality and AI artifact removal.