magicborn-antislop

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Scan Magicborn chapters for slop patterns, AI-fiction tells, and structural smells using regex-only, no-LLM detection. Tier 1/2/3 + AI tells + structural flags. Outputs flagged passages with file:line.

B2Gdevs By B2Gdevs schedule Updated 6/7/2026

name: magicborn-antislop description: >- Scan Magicborn chapters for slop patterns, AI-fiction tells, and structural smells using regex-only, no-LLM detection. Tier 1/2/3 + AI tells + structural flags. Outputs flagged passages with file:line. status: stable lane: narrative/magicborn type: quality-linter trust: high

magicborn-antislop

Scan chapter files for patterns that indicate AI-generated or low-quality prose. Deterministic regex only — no LLM, no rewrites. Output is a flagged-passages report; fixing is always a human decision.

Usage

# Scan a single chapter file
magicborn antislop narrative/magicborn/books/mordreds-legacy/chapters/01-chapter-1-alun/05.md

# Scan an entire book
magicborn antislop narrative/magicborn/books/mordreds-legacy

# JSON output
magicborn quality antislop <target> --json

# Run all books at once (writes to .planning/quality/)
node packages/magicborn-cli/scripts/run-quality-on-chapters.mjs

Tiers

Tier Action Examples
Tier 1 Kill on sight delve, utilize, leverage, facilitate, tapestry, meticulous, simultaneously
Tier 2 Flag if 3+ in a chapter robust, seamless, empower, optimize, innovative
Tier 3 Delete reflexively "It's worth noting", "Furthermore", "Additionally", "In conclusion"
AI tell AI-fiction tells "a sense of [emotion]", "the weight of [abstract]", "eyes widened", "a knowing smile"
Structural Formatting smells "However," transition addiction

Implementation

  • packages/magicborn-cli/src/antislop.ts
  • packages/magicborn-cli/scripts/run-quality-on-chapters.mjs (standalone runner)

Outputs

  • narrative/magicborn/.planning/quality/antislop-flags.md — flagged passages with line:col
  • narrative/magicborn/.planning/quality/antislop-flags.json — raw JSON

Provenance

  • Source: autonovel ANTI-SLOP.md RE
  • Decision: clean-room regex implementation, no autonovel code copy
  • Built: 2026-06-07
Install via CLI
npx skills add https://github.com/B2Gdevs/get-anything-done-monorepo --skill magicborn-antislop
Repository Details
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