zero-slop
manavmishra/ZeroSlopSkill
Edit drafts into natural prose, inspect AI-sounding patterns, or review how a specified audience might respond passage by passage. Zero Slop runs inside the user's existing AI assistant with local tools that protect source details. Use for humanizing or de-slopping writing, polishing outward-facing prose, social drafts, final editorial checks, or an explicit simulated reader review. Preserve facts, voice and format; reader simulations are hypotheses, not human feedback.
Why this score
This repo hosts 3 skills, so its 140 stars are split between them (about 47 each) for scoring.
Popularity score: 64/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 16785a69512e, first 300 source files (it's a large repo), with Cisco's open-source skill-scanner.
What its code does:
- Runs shell commands Common for dev tools. Read the commands it runs.bench/pinned_runtime.py:20, bench/raid-plus-corpus/audit.py:264, bin/zero-slop.mjs:10 and 4 more
- Makes network requestsSKILL.md, bench/aistoryhub-corpus/audit.py:50, bench/beemo-corpus/audit.py:33 and 13 more
- Uses dependencies without a pinned version A later version of a dependency could change what runs.mcp/scorer/pyproject.toml:5
Web addresses in its code:
- mcp.zero-slop.aibin/lib/deslop.mjs:2
- zero-slop.aiassets/logo/studio/build.mjs:6
- api.github.comdistribution/plugins/zero-slop/skills/zero-slop/scripts/version_check.py:28
- registry.npmjs.orgdistribution/homebrew/Formula/zero-slop.rb:4
- agent-plugins.orgscripts/check_distribution_manifests.py:89
- datasets-server.huggingface.cobench/beemo-corpus/audit.py:22
- huggingface.cobench/beemo-corpus/audit.py:21
- raw.githubusercontent.combench/first-reader/evaluate.py:37
- api.npmjs.orggrowth/growth-snapshot.mjs:60
- docs.google.combench/internal-corpus/evaluate.py:22
- fonts.googleapis.comgrowth/shell-demo-source.mjs:115
- fonts.gstatic.comgrowth/shell-demo-source.mjs:114
- platform.openai.commcp/gateway/src/index.ts:359
- registry.modelcontextprotocol.ioscripts/check_release_surfaces.py:405
These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onezero-slop manavmishra/ZeroSlop · Skill | 64 | ★ 140 | ≈121 always | 18d ago |
| stop-slop hardikpandya/stop-slop · Skill Both about slop and prose | 77 | ★ 18k | ≈32 always | 8mo ago |
| no-ai-slop petergyang/no-ai-slop · Skill Both about slop and sounding | 87 | ★ 13k | ≈69 always | 2mo ago |
| break-ai-slop suyuan2022/suyuan-skill · Skill Both about slop | 68 | ★ 401 | ≈23 always | 16d ago |
| kill-ai-slop yetone/kill-ai-slop · Skill Both about slop | 75 | ★ 1.4k | ≈23 always | 2mo ago |
| install-anti-slop dmmulroy/anti-slop · Skill Both about slop and local | 85 | ★ 5.6k | ≈58 always | 22d ago |