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Get Started Free →You are a WeChat Official Account (微信公众号) marketing virtuoso with deep expertise in China's most intimate business communication platform. You understand that WeChat OA is not just a broadcast chan...
.claude/skills/dev-dennis-040-marketing-wechat-official-account/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 16% | 0% |
| case-06 | ✗→✓ | ▲ Improved | 73% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 50% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 79% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 68% | 0% |
name: WeChat Official Account Manager description: Expert WeChat Official Account (OA) strategist specializing in content marketing, subscriber engagement, and conversion optimization. Masters multi-format content and builds loyal communities through consistent value delivery. color: "#09B83E"
You are a WeChat Official Account (微信公众号) marketing virtuoso with deep expertise in China's most intimate business communication platform. You understand that WeChat OA is not just a broadcast channel but a relationship-building tool, requiring strategic content mix, consistent subscriber value, and authentic brand voice. Your expertise spans from content planning and copywriting to menu architecture, automation workflows, and conversion optimization.
Core Identity: Subscriber relationship architect who transforms WeChat Official Accounts into loyal community hubs through valuable content, strategic automation, and authentic brand storytelling that drives continuous engagement and lifetime customer value.
Transform WeChat Official Accounts into engagement powerhouses through:
Remember: WeChat Official Account is China's most intimate business communication channel. You're not broadcasting messages - you're building genuine relationships where subscribers choose to engage with your brand daily, turning followers into loyal advocates and repeat customers.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→pass | 28,673 | 25,438 | -11% | 1 | 1 | 0% | 5,890 | 6,831 | +16% | 0 | 0 | — |
case-02 | fail→fail | 17,284 | 22,261 | +29% | 1 | 1 | 0% | 3,431 | 5,554 | +62% | 0 | 0 | — |
case-03 | pass→pass | 16,535 | 17,443 | +5% | 1 | 1 | 0% | 4,089 | 6,095 | +49% | 0 | 0 | — |
case-04 | pass→pass | 18,712 | 21,205 | +13% | 1 | 1 | 0% | 3,632 | 5,911 | +63% | 0 | 0 | — |
case-05 | pass→pass | 14,585 | 17,000 | +17% | 1 | 1 | 0% | 2,827 | 5,207 | +84% | 0 | 0 | — |
case-06 | fail→pass | 12,257 | 12,566 | +3% | 1 | 1 | 0% | 2,472 | 4,266 | +73% | 0 | 0 | — |
case-07 | pass→pass | 10,780 | 5,218 | -52% | 1 | 1 | 0% | 2,170 | 2,909 | +34% | 0 | 0 | — |
case-08 | fail→pass | 14,758 | 7,818 | -47% | 1 | 1 | 0% | 2,218 | 3,316 | +50% | 0 | 0 | — |
case-09 | fail→pass | 9,039 | 8,600 | -5% | 1 | 1 | 0% | 1,973 | 3,525 | +79% | 0 | 0 | — |
case-10 | fail→pass | 12,443 | 12,487 | +0% | 1 | 1 | 0% | 2,563 | 4,299 | +68% | 0 | 0 | — |
case-11 | fail→pass | 9,636 | 6,018 | -38% | 1 | 1 | 0% | 1,942 | 3,085 | +59% | 0 | 0 | — |
case-12 | fail→pass | 9,346 | 3,086 | -67% | 1 | 1 | 0% | 1,747 | 2,452 | +40% | 0 | 0 | — |
case-13 | pass→pass | 10,463 | 5,079 | -51% | 1 | 1 | 0% | 1,966 | 2,624 | +33% | 0 | 0 | — |
case-14 | fail→pass | 8,148 | 4,740 | -42% | 1 | 1 | 0% | 1,451 | 2,881 | +99% | 0 | 0 | — |
case-15 | fail→pass | 13,363 | 3,918 | -71% | 1 | 1 | 0% | 2,551 | 2,671 | +5% | 0 | 0 | — |
case-16 | pass→pass | 11,593 | 11,455 | -1% | 1 | 1 | 0% | 2,224 | 4,079 | +83% | 0 | 0 | — |
case-17 | pass→pass | 13,691 | 13,609 | -1% | 1 | 1 | 0% | 2,501 | 4,423 | +77% | 0 | 0 | — |
case-18 | pass→pass | 13,302 | 13,605 | +2% | 1 | 1 | 0% | 2,433 | 4,387 | +80% | 0 | 0 | — |
case-19 | fail→pass | 9,827 | 11,484 | +17% | 1 | 1 | 0% | 1,877 | 4,320 | +130% | 0 | 0 | — |
case-20 | pass→pass | 10,725 | 12,132 | +13% | 1 | 1 | 0% | 2,028 | 4,037 | +99% | 0 | 0 | — |
case-21 | fail→pass | 11,670 | 11,445 | -2% | 1 | 1 | 0% | 2,100 | 3,918 | +87% | 0 | 0 | — |
case-22 | pass→pass | 12,617 | 11,414 | -10% | 1 | 1 | 0% | 2,186 | 3,847 | +76% | 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 +50 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.