Agent skills
Stop Slop
A prose-editing skill with reference material for identifying and removing repetitive AI-writing patterns, rather than a text-generation model or detector.
Overview
Research summary
Stop Slop packages editorial guidance for revising prose produced or reviewed by an AI assistant. Its SKILL.md instructions link to reference files containing phrases, structural patterns, and before-and-after examples that a compatible client can load as needed. The project aims to make writing more direct and less formulaic through explicit style checks and revision criteria.
It is an opinionated editing skill, not a statistical authorship detector or evidence that a piece of writing was generated by AI. Its rules can be adapted to the audience and document type instead of treated as universally correct language constraints. The repository contains Markdown instructions and examples rather than an independent agent runtime.
It is MIT licensed, and actual editing behavior depends on the host model, the supplied context, and the user’s final editorial judgment.
Repository summary
- Stars
- 17,221
- Open issues
- Unavailable
- Last push
- 2026-03-17
- Commits, 90 days
- Unavailable
- Repository activity
- Not scored
- Version
- Unavailable
Recorded catalogue figures. View repository data and provenance →
Classification
Pricing & services
Paid services unknown
Whether the provider offers paid products or services has not been established.
Licence scope
Implementation
Recorded implementation details and interfaces for Stop Slop.
Implementation details
Markdown editing skill with phrase, structure and example references
- Languages
- Markdown
- Repository type
- source
Licence scope
Repository
Repository snapshots, release information and recorded maintenance signals.
Repository snapshot
- Stars
- 17,221
- Open issues
- Unavailable
- Last push
- 2026-03-17
- Commits, 90 days
- Unavailable
- Repository activity
- Not scored
- Archived
- Not recorded
Repository activity is a snapshot, not a quality or popularity ranking. It combines recent-push freshness (50%), 90-day commits (30%) and issue pressure (20%).
Maintenance and provenance
- Catalogue snapshot
- 2026-10-06
- Stars source
- Recorded fallback
- Last push source
- Recorded fallback
Documentation
Recorded references and research provenance for this entry.
Recorded sources 4
- https://github.com/hardikpandya/stop-slop Project page · Linked repository · Research reference
- https://github.com/hardikpandya/stop-slop/blob/main/README.md Research reference
- https://github.com/hardikpandya/stop-slop/blob/main/LICENSE Research reference
- https://github.com/stars/angelcervera/lists/ai Research reference
Research metadata
- Research date
- 2026-09-16
- Catalogue snapshot
- 2026-10-06