promptschat
Gives Claude Code access to the prompts.chat library, letting you search, retrieve and improve AI prompt templates, and find and install Agent Skills from its registry.
2 skills2 agents2 commands1 MCP+3+2+2+2+1+1+1+1175k
@gh-fContent
Plugin
stop-slop
A skill that removes predictable AI writing patterns from prose. Use it when drafting, editing, or reviewing text to make it read less like machine-generated writing.
Plugin Signal38/100Fair
maintained14
capable14
documented75
adopted91
Claude Code
$ npx -y skills add hardikpandya/stop-slop --agent claude-code
Codex
$ npx skills add hardikpandya/stop-slop -a codex
Cursor
$ npx skills add hardikpandya/stop-slop -a cursor
Gemini CLI
$ npx skills add hardikpandya/stop-slop -a gemini-cli
GitHub Copilot
$ npx skills add hardikpandya/stop-slop -a github-copilot
OpenCode
$ npx skills add hardikpandya/stop-slop -a opencode
Windsurf
$ npx skills add hardikpandya/stop-slop -a windsurf
Stats
18,825
Stars
1,384
Forks
Quiet
Maintenance
MIT
License
Last commit
Created
What's inside
README
Stop Slop
A skill for removing AI tells from prose.
What this is
AI writing has patterns. Predictable phrases, structures, rhythms. This skill teaches Claude (or any LLM) to catch and remove them.
Skill Structure
stop-slop/
├── SKILL.md # Core instructions
├── references/
│ ├── phrases.md # Phrases to remove
│ ├── structures.md # Structural patterns to avoid
│ └── examples.md # Before/after transformations
├── README.md
└── LICENSE
Quick start
Claude Code: Add this folder as a skill.
Claude Projects: Upload SKILL.md and reference files to project knowledge.
Custom instructions: Copy core rules from SKILL.md.
API calls: Include SKILL.md in your system prompt. Reference files load on demand.
What it catches
Banned phrases - Throat-clearing openers, emphasis crutches, business jargon, all adverbs, vague declaratives, meta-commentary. See references/phrases.md.
Structural clichés - Binary contrasts, negative listings, dramatic fragmentation, rhetorical setups, false agency, narrator-from-a-distance voice, passive voice. See references/structures.md.
Sentence-level rules - No Wh- sentence starters, no em dashes, no staccato fragmentation, no lazy extremes, active voice required.
Scoring
Rate 1-10 on each dimension:
| Dimension | Question |
|---|---|
| Directness | Statements or announcements? |
| Rhythm | Varied or metronomic? |
| Trust | Respects reader intelligence? |
| Authenticity | Sounds human? |
| Density | Anything cuttable? |
Below 35/50: revise.
Author
License
MIT. Use freely, share widely.
Stars on GitHub
Momentum
- stars in total
- 18.8k
File tree
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@zarazhangruiQuestions about stop-slop.
Install it with the command on its page. It includes stop-slop. Its skills do not fire on their own yet. Free and open source.
- What is stop-slop?
- hardikpandya/stop-slop is a plugin that removes AI writing patterns from prose. It ships a stop-slop skill for drafting, editing, or reviewing text when you want to eliminate predictable AI tells.
- How do I install stop-slop?
- Run these in Claude Code: npx -y skills add hardikpandya/stop-slop --agent claude-code. Then prompt normally.
- Does stop-slop auto-invoke its skills?
- Not yet. It is indexed on Flowy as a plain plugin.
- Is stop-slop free?
- Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.
- Which coding agents can use stop-slop's skills?
- stop-slop installs in Claude Code, and its skills also install in Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI. Each skill's page has the install command. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.
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