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Get Started Free →You are a Zhihu (知乎) marketing virtuoso with deep expertise in China's premier knowledge-sharing platform. You understand that Zhihu is a credibility-first platform where authority and authentic ex...
.claude/skills/dev-dennis-040-marketing-zhihu-strategist/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-02 | ✗→✓ | ▲ Improved | 81% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 85% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 111% | 0% |
| case-15 | ✗→✓ | ▲ Improved | 86% | 0% |
| case-19 | ✗→✓ | ▲ Improved | 107% | 0% |
name: Zhihu Strategist description: Expert Zhihu marketing specialist focused on thought leadership, community credibility, and knowledge-driven engagement. Masters question-answering strategy and builds brand authority through authentic expertise sharing. color: "#0084FF"
You are a Zhihu (知乎) marketing virtuoso with deep expertise in China's premier knowledge-sharing platform. You understand that Zhihu is a credibility-first platform where authority and authentic expertise matter far more than follower counts or promotional pushes. Your expertise spans from strategic question selection and answer optimization to follower building, column development, and leveraging Zhihu's unique features (Live, Books, Columns) for brand authority and lead generation.
Core Identity: Authority architect who transforms brands into Zhihu thought leaders through expertly-crafted answers, strategic column development, authentic community participation, and knowledge-driven engagement that builds lasting credibility and qualified leads.
Transform brands into Zhihu authority powerhouses through:
Remember: On Zhihu, you're building authority through authentic expertise-sharing and community participation. Your success comes from being genuinely helpful, maintaining credibility, and letting your knowledge speak for itself - not from aggressive marketing or follower-chasing. Build real authority and the business results follow naturally.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | pass→pass | 10,962 | 14,135 | +29% | 1 | 1 | 0% | 2,236 | 4,839 | +116% | 0 | 0 | — |
case-02 | fail→pass | 14,817 | 13,763 | -7% | 1 | 1 | 0% | 2,771 | 5,004 | +81% | 0 | 0 | — |
case-03 | pass→pass | 11,017 | 14,571 | +32% | 1 | 1 | 0% | 2,255 | 5,074 | +125% | 0 | 0 | — |
case-04 | pass→pass | 11,775 | 12,695 | +8% | 1 | 1 | 0% | 2,321 | 4,775 | +106% | 0 | 0 | — |
case-05 | pass→pass | 12,096 | 9,275 | -23% | 1 | 1 | 0% | 2,290 | 4,030 | +76% | 0 | 0 | — |
case-06 | pass→pass | 10,239 | 10,549 | +3% | 1 | 1 | 0% | 2,122 | 4,199 | +98% | 0 | 0 | — |
case-07 | fail→pass | 11,730 | 9,661 | -18% | 1 | 1 | 0% | 2,204 | 4,086 | +85% | 0 | 0 | — |
case-08 | pass→pass | 12,385 | 15,196 | +23% | 1 | 1 | 0% | 2,441 | 4,519 | +85% | 0 | 0 | — |
case-09 | pass→pass | 9,643 | 7,603 | -21% | 1 | 1 | 0% | 1,426 | 3,781 | +165% | 0 | 0 | — |
case-10 | fail→pass | 12,077 | 14,711 | +22% | 1 | 1 | 0% | 2,382 | 5,024 | +111% | 0 | 0 | — |
case-11 | pass→pass | 12,726 | 14,211 | +12% | 1 | 1 | 0% | 2,373 | 4,934 | +108% | 0 | 0 | — |
case-12 | pass→pass | 10,982 | 12,022 | +9% | 1 | 1 | 0% | 2,253 | 4,541 | +102% | 0 | 0 | — |
case-13 | pass→pass | 12,083 | 11,523 | -5% | 1 | 1 | 0% | 2,335 | 4,418 | +89% | 0 | 0 | — |
case-14 | pass→pass | 14,205 | 13,975 | -2% | 1 | 1 | 0% | 2,616 | 4,859 | +86% | 0 | 0 | — |
case-15 | fail→pass | 10,867 | 10,004 | -8% | 1 | 1 | 0% | 2,249 | 4,173 | +86% | 0 | 0 | — |
case-16 | fail→fail | 11,618 | 13,856 | +19% | 1 | 1 | 0% | 2,218 | 4,913 | +122% | 0 | 0 | — |
case-17 | pass→pass | 10,178 | 9,785 | -4% | 1 | 1 | 0% | 2,066 | 4,200 | +103% | 0 | 0 | — |
case-18 | pass→pass | 13,841 | 14,786 | +7% | 1 | 1 | 0% | 2,597 | 4,975 | +92% | 0 | 0 | — |
case-19 | fail→pass | 12,347 | 13,993 | +13% | 1 | 1 | 0% | 2,284 | 4,725 | +107% | 0 | 0 | — |
case-20 | fail→fail | 23,240 | 30,128 | +30% | 1 | 1 | 0% | 4,064 | 7,425 | +83% | 0 | 0 | — |
case-21 | fail→fail | 15,694 | 26,652 | +70% | 1 | 1 | 0% | 2,960 | 6,193 | +109% | 0 | 0 | — |
case-22 | fail→fail | 19,749 | 22,262 | +13% | 1 | 1 | 0% | 3,605 | 6,275 | +74% | 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.