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Get Started Free →Manage WeChat Official Account drafts and publication with explicit preview, confirmation, and post-publication status checks.
.claude/skills/devin-axis-wechat-official-publishing/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-09 | ✗→✓ | ▲ Improved | -57% | 0% |
| case-07 | ✗→✓ | ▲ Improved | -49% | 0% |
| case-10 | ✗→✓ | ▲ Improved | 127% | 0% |
| case-13 | ✗→✓ | ▲ Improved | -58% | 0% |
| case-17 | ✗→✓ | ▲ Improved | 455% | 0% |
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get-draft 或 list-drafts 确认当前草稿状态；更新前必须读取目标草稿。create-draft 或 update-draft 写入内容。草稿箱是可审阅状态，不代表已发布。submit-publish 前，展示文章标题、草稿 ID 和将要公开发布的影响，并取得用户明确确认。get-publish-status；只报告接口返回的状态和链接，不猜测审核或传播结果。账号没有发布权限时，保留草稿并说明限制；不得改用群发或其他未声明接口规避限制。
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-04 | fail→fail | 15,674 | 8,292 | -47% | 1 | 1 | 0% | 1,606 | 660 | -59% | 0 | 0 | — |
case-02 | fail→fail | 12,341 | 11,635 | -6% | 1 | 1 | 0% | 1,109 | 1,240 | +12% | 0 | 0 | — |
case-09 | fail→pass | 27,550 | 12,952 | -53% | 1 | 1 | 0% | 3,373 | 1,446 | -57% | 0 | 0 | — |
case-03 | fail→fail | 15,557 | 16,182 | +4% | 1 | 1 | 0% | 1,613 | 1,872 | +16% | 0 | 0 | — |
case-01 | fail→fail | 12,952 | 21,125 | +63% | 1 | 1 | 0% | 1,057 | 2,860 | +171% | 0 | 0 | — |
case-05 | fail→fail | 11,254 | 29,944 | +166% | 1 | 1 | 0% | 882 | 1,360 | +54% | 0 | 0 | — |
case-06 | fail→fail | 17,612 | 10,771 | -39% | 1 | 1 | 0% | 1,897 | 1,105 | -42% | 0 | 0 | — |
case-07 | fail→pass | 19,824 | 11,123 | -44% | 1 | 1 | 0% | 2,156 | 1,094 | -49% | 0 | 0 | — |
case-08 | pass→pass | 17,841 | 6,881 | -61% | 1 | 1 | 0% | 1,988 | 1,254 | -37% | 0 | 0 | — |
case-10 | fail→pass | 9,003 | 12,965 | +44% | 1 | 1 | 0% | 644 | 1,459 | +127% | 0 | 0 | — |
case-11 | fail→fail | 15,499 | 11,201 | -28% | 1 | 1 | 0% | 1,836 | 1,127 | -39% | 0 | 0 | — |
case-12 | fail→fail | 11,518 | 11,981 | +4% | 1 | 1 | 0% | 957 | 1,344 | +40% | 0 | 0 | — |
case-13 | fail→pass | 19,913 | 10,920 | -45% | 1 | 1 | 0% | 2,453 | 1,031 | -58% | 0 | 0 | — |
case-14 | fail→fail | 15,603 | 11,559 | -26% | 1 | 1 | 0% | 1,548 | 1,153 | -26% | 0 | 0 | — |
case-15 | fail→fail | 25,683 | 29,045 | +13% | 1 | 1 | 0% | 2,893 | 2,538 | -12% | 0 | 0 | — |
case-16 | fail→fail | 27,502 | 10,342 | -62% | 1 | 1 | 0% | 2,258 | 1,044 | -54% | 0 | 0 | — |
case-17 | fail→pass | 7,643 | 18,170 | +138% | 1 | 1 | 0% | 414 | 2,299 | +455% | 0 | 0 | — |
case-18 | pass→pass | 20,903 | 9,432 | -55% | 1 | 1 | 0% | 2,230 | 948 | -57% | 0 | 0 | — |
case-19 | fail→fail | 13,055 | 19,611 | +50% | 1 | 1 | 0% | 1,189 | 2,635 | +122% | 0 | 0 | — |
case-20 | pass→pass | 25,021 | 29,696 | +19% | 1 | 1 | 0% | 3,823 | 5,272 | +38% | 0 | 0 | — |
case-21 | pass→pass | 13,059 | 12,845 | -2% | 1 | 1 | 0% | 1,348 | 1,408 | +4% | 0 | 0 | — |
case-22 | pass→pass | 26,752 | 40,380 | +51% | 1 | 1 | 0% | 3,102 | 2,960 | -5% | 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.