prose-hygiene
SolidRemove AI writing tells from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI patterns.
AI & Automation 38 stars
5 forks Updated 3 days ago MIT
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# Prose Hygiene
The complete checklist for removing AI writing tells from prose.
## How to apply
- **Drafting:** avoid every pattern below as you write.
- **Reviewing:** read the prose and, for each match, output the quoted text, the rule
it breaks, and a concrete rewrite. Then score per the rubric (see Scoring) and
report the per-dimension scores and total. Judge only — do not edit the file.
**Technical prose** (`.cs/summary.md`, memory entries) is the usual target here, so
apply the rules with these carve-outs: a technical subject performing its function is
not false agency ("the hook fires", "the test fails", "the ref survives the rm"); keep
adverbs that carry technical meaning (asynchronously, atomically, locally); factual
enumerations keep their true count (the three-item rule targets rhetorical triads, not
a real list of three files); conditional openers are fine in procedural text (the
starter ban targets rhetorical questions, not "When X, do Y").
**Scope:** cs applies this to `/summary` output (`.cs/summary.md` and the memory
entries; the narrative notebooks are exempt). Every rule below needs a model judging
meaning, so the `/summary` critic subagent is the only thing that enforces them.
`/wrap` skips that critic for speed, which makes these rules something to follow
while drafting rather than a pass to run afterward.
## Core principles
1. **Cut filler.** Remove throat-clearing openers, emphasis crutches, and every adverb. Say the thing.
2. **Break formula...
Details
- Author
- hex
- Repository
- hex/claude-sessions
- Created
- 9 months ago
- Last Updated
- 3 days ago
- Language
- Shell
- License
- MIT
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