AI KEY·发布前审一遍
AI KEY·发布前审一遍 ——口播稿发布前审核技能。按观众的四次决定审：点不点进来 · 留不留下来 · 记不记得你 · 做不做点什么。先盲读开头判留走，逐句信息密度评分（60/80 分线）+ 十一问 + 六种反应预测（只算观众走得到的部分，含流量是谁、离生意多远）+ 红线五查（改法给稳妥版和保留力度版两版）+ 机器信号层（导流 / 广告形状 / 名单词，与内容违规分开报），默认只诊断不改。 触发方式：/aikey-review、/能不能发、/审核、/aikey-审核、「这稿子能不能发」「帮我审一下」「过一遍红线」「信息密度够不够」 Pre-publish review for talking
as observed 2026-09-28T03:46:57.521Z- Identifier
aikey-review- Source
- ClawHub
- Version observed
- 0.4.6
- Source repository
- not published
- Repository observation
- No source repository listed
- First observed here
- 2026-09-24T00:36:14.127Z
- Observations recorded
- 2
- Installs (reported upstream)
- 0
- Weekly downloads (upstream)
- 126
- Declared license
- MIT-0
Observation history
2026-09-28T03:46:57.521Z
Fields that differed: changelog latestVersion summary
| Field | Before | After |
|---|---|---|
changelog |
"sync: v1.0.2 — past-tense rename note\n\nCo-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>" | "sync: aikey-review 0.6.0 (blind-read the opening, reaction prediction counted only on what viewers reach, changes state their cost); aikey-skillify 0.4.0; aikey-script 0.4.4" |
latestVersion |
"0.4.5" | "0.4.6" |
summary |
"AI KEY·发布前审一遍 ——口播稿发布前审核技能。按观众的四次决定审：点不点进来 · 留不留下来 · 记不记得你 · 做不做点什么。逐句信息密度评分（60/80 分线）+ 十一问 + 红线五查（改法给稳妥版和保留力度版两版）+ 机器信号层（导流 / 广告形状 / 名单词，与内容违规分开报），默认只诊断不改。 触发方式：/aikey-review、/能不 | "AI KEY·发布前审一遍 ——口播稿发布前审核技能。按观众的四次决定审：点不点进来 · 留不留下来 · 记不记得你 · 做不做点什么。先盲读开头判留走，逐句信息密度评分（60/80 分线）+ 十一问 + 六种反应预测（只算观众走得到的部分，含流量是谁、离生意多远）+ 红线五查（改法给稳妥版和保留力度版两版）+ 机器信号层（导流 / 广告形状 / 名单词， |
Correction
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