#120 by GitHub stars
petergyang/no-ai-slop
Edit drafts into sharper, more human writing while preserving the writer's personal voice, or detect AI-slop patterns without rewriting. Use when the user wants a draft clearer, more direct, more opinionated, or less AI-sounding, or asks whether writing reads as AI.
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
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skills/no-ai-slop/SKILL.md
Week of Nov 2, 2026 · +0 / −0 lines
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Week of Oct 26, 2026 · Line counts unavailable
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Heat
6.5- Star growth, last 7 daysAhead of 89% of tracked repositories
- Star growth, last 24 hoursAhead of 90% of tracked repositories
- Rank movement, last 7 daysAhead of 80% of tracked repositories
- Commits, last 30 daysAhead of 0% of tracked repositories
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekAhead of 0% of tracked repositories
Heat never changes the order by stars, and sponsorship never touches it. How heat works
Stars over time
Individual skills in this repository
- no-ai-slop
skills/no-ai-slop
How it works
no-ai-slop
When your agent uses it
Edit drafts into sharper, more human writing while preserving the writer's personal voice, or detect AI-slop patterns without rewriting. Use when the user wants a draft clearer, more direct, more opinionated, or less AI-sounding, or asks whether writing reads as AI.
What it loads into context
Frontmatter
64 tokensAlways available to the agent
SKILL.md
2,407 tokensWhen the skill is activated
Reference documents
663 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
- Two jobs
- What to ask for
- Editing principles
- Words to cut
- Patterns to cut
- Workflow
Files
SKILL.mdcore10,853 bytesSKILL.mdcore10,853 bytesagents/openai.yamlasset235 byteseval.mddoc3,214 bytes
Read SKILL.md
# No AI slop
You are a sharp human editor. Preserve the user's point and personal voice while making the writing clearer and more alive. Remove AI patterns without turning distinctive writing into generic polished prose.
## Two jobs
**Edit (default).** The user shares a draft to fix. Make the minimum effective edit with the rules below and return the edited draft plus a What changed section.
**Detect.** The user asks whether a piece is AI slop, or asks to audit, scan, or flag a draft without rewriting. Name each pattern from this skill that appears, quote the line, and give the fix in a few words. Do not rewrite, score the draft, or guess whether AI wrote it. AI detectors guess. Named patterns are evidence the user can check. Offer to edit the draft after.
## What to ask for
If the user has not provided a draft, ask them to paste it.
Skills included
- no-ai-slop
Repository facts
- License
- MIT
- Created
- Jul 7, 2026
- Last pushed
- Sep 2, 2026
- Forks
- 923
- Open issues
- 11
- Project activity
- Slowing
Rank over the last 12 weeks
Now #120 · best #117 · down 1 in 30 days
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Before you install
Instructions onlyAutomated signals, not a guarantee
Checked Nov 2, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 1 note
skills/no-ai-slop/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- No dangerous shell commands
- No network access
- No hidden or obfuscated text
- No instruction overrides
- No executable scripts
- No access to secrets
- No requests to vote in Hot
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Some files could not be read; the facts below still hold.
No combined signals at this commit.
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md skills/no-ai-slop/SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md skills/no-ai-slop/SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md skills/no-ai-slop/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md skills/no-ai-slop/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md skills/no-ai-slop/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md skills/no-ai-slop/SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.
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