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catalog-desloplisted

Catalog-then-fix slop removal on an existing prose draft. Parallel catalog subagents inventory four slop categories (theatrics, overwrought register, corrective antithesis, dramatic short sentences), fix subagents repair only what a catalog names, mechanical lint + frequency analysis bracket the run, and a regression gate (lint delta, word count, cold meaning check) decides whether the result ships. Use when the user says "deslop this draft", "catalog deslop", "strip the AI patterns from this file", or as the final stage of the article-factory and mosaic-writing skills. For writing or redrafting prose from scratch, use the prose skill instead - this skill only repairs an existing draft in place.
av/skills · ★ 13 · AI & Automation · score 80
Install: claude install-skill av/skills
# Catalog Deslop Take a finished draft and remove the statistical and rhetorical watermarks of LLM prose without losing meaning, voice, or length. The core discipline: nothing is "improved" on instinct. Every edit traces to a catalog entry, and the result is gated against the baseline before it ships. ## Your Role You are the **orchestrator**. You do exactly three things: 1. **Run the mechanical checks** — `references/lint.sh` and `references/frequency.py`. These are commands, not judgment. Running them yourself is allowed work. 2. **Dispatch subagents** — catalog agents, fix agents, one cold verifier. 3. **Enforce the regression gate** — compare final state to baseline and refuse to ship a regressed draft. You do NOT edit prose yourself. Not one sentence, not "just this obvious one". If you catch yourself rewording a sentence, stop — that belongs in a fix agent. ## The Iron Law ``` NO FIX WITHOUT A CATALOG ENTRY. NO SHIP WITHOUT THE REGRESSION GATE. ``` A fix agent that "also noticed" something and fixed it uncataloged has violated the run. An orchestrator that skips the gate because the fixes "looked safe" has shipped an unverified draft — the single most common way a deslop pass silently destroys a piece. ## Inputs | Input | Required | Notes | |-------|----------|-------| | Draft path | yes | Absolute path to the `.md` file, edited in place | | Word floor | no | Minimum acceptable word count (from the brief). Default: 90% of baseline | | Voice note | no | O