Audit your prose for AI slop & reader comprehension.
A read-only mirror of the slop-cop rule set. @-mention this project from any other Lovable project. The agent loads the rules, runs the dual audit, returns a verdict.
Quick start
three steps, two minutes- 01
Put both projects in the same Lovable workspace.
- 02
In the consuming project's chat, type
@and pick this project. - 03
Ask the agent to audit. It reads
SKILL.md+ the relevant references and returns a verdict.
The rule set
All rules →SKILL.mdEntry point for the agent. Modes (audit vs fix), when to skip, the workflow, and the top-20 lethal items.
references/calibration.mdDensity formula, severity tiers, genre adjustments, model fingerprints, contested-tell handling. Read this first.
references/patterns.md45 rhetorical and structural patterns across 5 groups. The bulk of the AI-slop axis.
references/vocabulary.md~150 word-level tells across 7 categories: LLM verbs, cliché metaphors, intensifiers, sycophancy, weasels, connectors, spike words.
references/formatting-tells.md~33 markdown and structural patterns: bold-first bullets, title clichés, repetition, whitespace artifacts.
references/comprehension.md35 patterns across 5 groups for the comprehension axis: density overload, telegraphic compression, audience assumptions, scannability, cognitive friction.
references/readability-metrics.mdEight readability formulas with audience targets and the three cold-reader density signals (acronyms, named entities, numerics).
references/audit-report-template.mdCanonical dual-verdict output: AI-slop and Comprehension scores, top fixes, mechanical and qualitative violations, recommended action.
references/sources.md~50 published sources backing every pattern. Peer-reviewed linguistics, vendor methodology, practitioner literature, viral takedowns.
scripts/scan.pyPython regex scanner. Density-aware scoring, genre flags, model fingerprinting. JSON / quick / human modes.
Density is the signal.
Single instances of delve or one em dash in 1,000 words don't trip the verdict — concentration does. The pinned upstream commit lives in LINEAGE.md.