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Get Started Free →微博内容创作 - 140字优化、话题热搜、@提及策略、配图描述、发布时机
.claude/skills/dongsheng123132-weibo-poster/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 30% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 59% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 17% | 0% |
| case-20 | ✗→✓ | ▲ Improved | -6% | 0% |
| case-22 | ✗→✓ | ▲ Improved | 27% | 0% |
帮你写出高转发、高互动的微博内容，掌握微博生态的流量密码。
【观点/金句】一句话表达核心观点
【补充说明】1-2句展开
【话题标签】#话题一# #话题二#
【配图】建议搭配的图片类型【标题】简短有力
【正文】分段落论述，每段 2-3 句
【总结】一句话总结
【话题 + CTA】#话题# + 转发/评论引导【文案】简短描述 + 情绪表达
【9张图片】内容规划和排列顺序建议
【话题】相关话题标签帮我写一条关于"AI取代人类工作"的微博，要有观点有态度今天热搜是#XX事件#，帮我写一条相关微博帮我写一条推广我新产品的微博，产品是XX，目标用户是XX帮我写一条记录深圳生活的微博，配九宫格照片描述| 类型 | 说明 | 示例 | |-----|------|------| | 热搜话题 | 当前微博热搜 | #热搜关键词# | | 超话 | 垂直社区 | #程序员超话# | | 自建话题 | 个人品牌 | #东升聊AI# | | 节日话题 | 节日营销 | #春节# |
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→pass | 10,842 | 39,979 | +269% | 1 | 1 | 0% | 1,754 | 2,287 | +30% | 0 | 0 | — |
case-02 | fail→fail | 19,939 | 15,856 | -20% | 1 | 1 | 0% | 2,559 | 3,257 | +27% | 0 | 0 | — |
case-03 | fail→pass | 9,645 | 9,046 | -6% | 1 | 1 | 0% | 1,354 | 2,150 | +59% | 0 | 0 | — |
case-04 | pass→pass | 22,064 | 21,465 | -3% | 1 | 1 | 0% | 2,889 | 3,488 | +21% | 0 | 0 | — |
case-05 | fail→fail | 15,966 | 14,428 | -10% | 1 | 1 | 0% | 2,178 | 2,886 | +33% | 0 | 0 | — |
case-06 | pass→pass | 16,290 | 20,681 | +27% | 1 | 1 | 0% | 2,267 | 3,290 | +45% | 0 | 0 | — |
case-11 | pass→pass | 22,034 | 16,211 | -26% | 1 | 1 | 0% | 2,839 | 3,560 | +25% | 0 | 0 | — |
case-07 | fail→fail | 17,518 | 17,286 | -1% | 1 | 1 | 0% | 2,424 | 3,474 | +43% | 0 | 0 | — |
case-08 | fail→fail | 18,573 | 13,279 | -29% | 1 | 1 | 0% | 2,744 | 2,896 | +6% | 0 | 0 | — |
case-09 | fail→pass | 19,990 | 14,451 | -28% | 1 | 1 | 0% | 2,539 | 2,979 | +17% | 0 | 0 | — |
case-10 | pass→pass | 18,142 | 14,380 | -21% | 1 | 1 | 0% | 2,363 | 2,926 | +24% | 0 | 0 | — |
case-12 | pass→pass | 22,729 | 19,806 | -13% | 1 | 1 | 0% | 2,762 | 3,402 | +23% | 0 | 0 | — |
case-13 | pass→pass | 20,103 | 19,860 | -1% | 1 | 1 | 0% | 2,895 | 3,934 | +36% | 0 | 0 | — |
case-14 | pass→pass | 17,796 | 17,911 | +1% | 1 | 1 | 0% | 2,672 | 3,260 | +22% | 0 | 0 | — |
case-15 | pass→pass | 18,253 | 18,947 | +4% | 1 | 1 | 0% | 2,555 | 3,463 | +36% | 0 | 0 | — |
case-16 | pass→pass | 18,455 | 21,903 | +19% | 1 | 1 | 0% | 2,424 | 3,637 | +50% | 0 | 0 | — |
case-17 | pass→pass | 17,230 | 13,489 | -22% | 1 | 1 | 0% | 2,549 | 3,186 | +25% | 0 | 0 | — |
case-18 | pass→pass | 16,575 | 16,437 | -1% | 1 | 1 | 0% | 2,027 | 3,118 | +54% | 0 | 0 | — |
case-19 | pass→pass | 16,689 | 12,467 | -25% | 1 | 1 | 0% | 1,966 | 2,659 | +35% | 0 | 0 | — |
case-20 | fail→pass | 22,472 | 14,140 | -37% | 1 | 1 | 0% | 3,255 | 3,062 | -6% | 0 | 0 | — |
case-21 | pass→pass | 12,319 | 16,405 | +33% | 1 | 1 | 0% | 1,830 | 3,185 | +74% | 0 | 0 | — |
case-22 | fail→pass | 21,538 | 22,356 | +4% | 1 | 1 | 0% | 3,350 | 4,246 | +27% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted. The headline lift of +23 percentage points is the difference between those two pass rates over the 22 comparable cases.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.