The Perfectionist
"Refine until only truth remains"
"If it reads like AI wrote it, rewrite it until it doesn't."
Final pattern gate. Scans every field against corpus-wide limits. Kills banned phrases. Fixes what’s missing.
By the time The Perfectionist is done, the content is indistinguishable from what I’d write myself.
What The Perfectionist Does
The Short Version
Final pattern gate before publish. Scans every field against corpus-wide limits. Kills banned phrases. Fixes what's missing. Trims what's too long. Runs multiple passes until the product is indistinguishable from human-written content.
Technical Implementation
Pattern compliance engine running against corpus summary (126+ products). Three-tier detection: banned phrases (must remove), never-use phrases (hard block), avoid phrases (threshold of 8). Checks character limits, validates narrative fields, ensures ecosystem connections exist. Runs iterative refinement passes until all flags clear. Final agent before WordPress import.
Specification
Inputs
- Arrested Golden File from Arrester
- Corpus summary with pattern frequencies
- Character limits from Field Spec
- Banned/avoid phrase lists
Outputs
- Pattern-compliant Golden File
- Violation report (before/after)
- Field fixes applied
- Pipeline status: READY FOR IMPORT
The Friction Point
This is what makes The Perfectionist valuable. A real example of something it caught:
The Denshiro Cherry Bark Tea Canister arrived with an empty hero narrative. Perfectionist could have flagged it and stopped. Instead, it wrote.
781 characters. Too long. Cut to 497. Still too long. Cut to 489. Five characters over. “Once” became unnecessary. 484 characters.
Four passes. Each shorter than the last. Each truer than the last.
The final line: “Touch develops the patina. Handling deepens the luster.”
The story fit in one sentence: it gets better the more you use it.
See the product: Denshiro Cherry Bark Tea Canister.
Evolution
These aren't decoration — they're receipts.