hardikpandya/stop-slop resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

16437 stars · 1174 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A skill file (SKILL.md plus reference documents) that teaches Claude or any LLM to detect and remove AI writing patterns from prose. It includes banned phrase lists, structural cliché rules, sentence-level rules, and a scoring rubric for revision.

Use cases

• remove AI tells from my writing
• make LLM-generated text sound more human
• set up a Claude skill for editing prose
• check if my article reads like AI slop
• add style rules to my system prompt for writing tasks
• score and revise text for directness and rhythm

When to choose

• you use Claude Code, Claude Projects, or the Claude API and want AI-sounding prose cleaned up
• you want a ready-made prompt/skill for editing AI-generated writing
• you need a concrete checklist of AI writing patterns and a scoring rubric

When to avoid

• you need a standalone text-processing tool or library with programmatic APIs
• you want automated grammar or spell checking
• you don't use LLMs and need deterministic style linting

Facets

learning-resource · maturity active

nlp prompt-engineering llm-inference large-language-models developer-tools tutorials cross-platform skill-file ai-writing prose-editing claude writing-style prompting natural-language-processing

Member repositories

For agents

markdown · JSON · MCP: product_card(name="hardikpandya/stop-slop")