Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Humanizer
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Humanizer
Best first install candidate based on install readiness and adoption.
Freshest repo
stop-slop
Most recent maintenance signal among this shortlist.
| Signal | editor-revisor 改稿手——帮人写的东西找到真话、删掉废话。侧重「结构紧缩+废话切除」:删套话开头、砍程度虚词、打破虚假对仗、清除口号收尾。有快刀模式(只删不改)和完整模式。接受任意稿件。可接收 voice-dissolver 声音清单作为保护区。 触发:帮我改稿、帮我改一下、写得不好但不知道哪里不对、废话太多、读起来不像我、帮我润色、改通顺、精简一下、删废话、改得更像人写的、太啰嗦了。 Not for:AI味重但结构没问题(→ humanize-ai 去味)、内容体检(→ chinese-write-checker)、标题/排版/标点打磨(→ packaging-workshop)。 | Humanizer Rewrites AI-sounding text so it reads naturally while preserving every factual claim and matching the writer's voice. | stop-slop Eliminates predictable AI writing patterns from prose while preserving specific meaning and reader trust. | no-ai-slop Audits or minimally edits drafts to remove named AI-writing patterns without flattening the author's voice. |
|---|---|---|---|---|
| Quality | 60/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 59/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 65 stars Verified outcomes are shown on each skill page | 37K stars Verified outcomes are shown on each skill page | 16K stars Verified outcomes are shown on each skill page |
| 5.8K stars Verified outcomes are shown on each skill page |
| Freshness | Aug 19, 2026 | Jun 7, 2026 | Sep 2, 2026 | Sep 1, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Claude Code | Codex, Claude Code, Cursor, OpenAI Agents | Codex, Claude Code, Cursor, OpenAI Agents | Codex, Claude Code, Cursor, OpenAI Agents |
| Warnings | No OpenAgentSkill engagement data yet | A current third-party Snyk audit reports a failure; inspect the audit before installation. · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Content automation workflows · Claude Code teams · builders willing to evaluate younger projects | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · production agents without a repository review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add taxueseek/say-it-human --skill editor-revisor | $ npx skills add blader/humanizer --skill humanizer | $ npx skills add hardikpandya/stop-slop --skill stop-slop | $ npx skills add petergyang/no-ai-slop --skill no-ai-slop |