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Get Started Free →科创板/北交所Skill - 提供科创板、北交所行情、新股申购、IPO数据 via AkShare
.claude/skills/aifinlab-akshare-star/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-06 | ✗→✓ | ▲ Improved | 87% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 66% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 36% | 0% |
| case-17 | ✗→✓ | ▲ Improved | -32% | 0% |
| case-18 | ✗→✓ | ▲ Improved | -25% | 0% |
| 属性 | 内容 | |:---|:---| | 名称 | akshare-star | | 版本 | 1.1.0 | | 分类 | 科创板/北交所 | | 状态 | ✅ 已上线 | | 维护者 | FinClaw Core Team | | 最后更新 | 2026-03-19 |
科创板与北交所专题Skill，提供科创板、北交所股票的行情、新股申购、IPO数据等功能。覆盖硬科技企业和创新型中小企业。
| 用户输入 | 识别意图 | 调用函数 | |:---|:---|:---| | 科创板股票列表 | star_list | star_list.py | | 北交所行情 | bse_list | bse_list.py | | 新股申购 | star_ipo | star_ipo.py | | 科创板行情 | star_quote | star_quote.py |
| 数据类型 | 主要来源 | 备用来源 | 认证要求 | |:---|:---|:---|:---:| | 科创板 | AkShare-上交所 | - | 无需 | | 北交所 | AkShare | - | 无需 | | 新股申购 | AkShare | - | 无需 |
| 特点 | 说明 | |:---|:---| | 股票代码 | 688xxx | | 涨跌幅 | ±20% | | 盘后固定价格 | 15:05-15:30 | | 投资者门槛 | 50万资产+2年经验 | | 定位 | 硬科技、战略性新兴产业 | | 代表行业 | 半导体、生物医药、新能源 |
| 特点 | 说明 | |:---|:---| | 股票代码 | 8xxxxx（82/83/87/88开头） | | 涨跌幅 | ±30% | | 投资者门槛 | 50万资产+2年经验 | | 定位 | 创新型中小企业、专精特新 | | 来源 | 新三板精选层平移 |
bash python scripts/star_list.py
bash python scripts/star_quote.py python scripts/star_quote.py --code 688981
bash python scripts/bse_list.py
bash python scripts/star_ipo.py
| 脚本名 | 功能 | 入口点 | |:---|:---|:---:| | star_list.py | 科创板列表 | ✅ | | star_quote.py | 科创板行情 | ✅ | | bse_list.py | 北交所列表 | ✅ | | star_ipo.py | 新股申购 | ✅ |
markdown--- 📊 **数据来源**: AkShare-上交所/北交所 ⏱️ **数据时间**: 2026-03-19 📌 **市场类型**: 科创板/北交所 🔗 **交易所**: 上海证券交易所/北京证券交易所 🔧 **分析工具**: FinClaw v1.0
akshare>=1.10.0
pandas>=1.3.0
pyyaml>=5.4.0| 版本 | 日期 | 变更内容 | |:---|:---:|:---| | 1.1.0 | 2026-03-19 | 符合FinClaw数据规范v1.0 | | 1.0.0 | 2026-03-13 | 初始版本 |
本Skill遵循 FinClaw 数据规范 v1.0 | 数据来源强制标注 | 禁止训练数据编造
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→fail | 13,755 | 21,492 | +56% | 1 | 1 | 0% | 2,081 | 4,400 | +111% | 0 | 0 | — |
case-02 | fail→fail | 15,100 | 6,602 | -56% | 1 | 1 | 0% | 2,216 | 2,054 | -7% | 0 | 0 | — |
case-03 | fail→fail | 27,515 | 27,526 | +0% | 1 | 1 | 0% | 3,347 | 5,201 | +55% | 0 | 0 | — |
case-04 | fail→fail | 17,256 | 15,816 | -8% | 1 | 1 | 0% | 2,306 | 3,597 | +56% | 0 | 0 | — |
case-05 | fail→fail | 8,499 | 7,494 | -12% | 1 | 1 | 0% | 1,100 | 1,620 | +47% | 0 | 0 | — |
case-06 | fail→pass | 16,714 | 31,872 | +91% | 1 | 1 | 0% | 2,519 | 4,721 | +87% | 0 | 0 | — |
case-07 | fail→fail | 18,207 | 7,137 | -61% | 1 | 1 | 0% | 3,038 | 2,157 | -29% | 0 | 0 | — |
case-08 | fail→fail | 13,956 | 11,951 | -14% | 1 | 1 | 0% | 2,089 | 1,793 | -14% | 0 | 0 | — |
case-09 | fail→pass | 8,534 | 5,308 | -38% | 1 | 1 | 0% | 1,201 | 1,996 | +66% | 0 | 0 | — |
case-10 | pass→pass | 7,158 | 5,098 | -29% | 1 | 1 | 0% | 1,170 | 2,052 | +75% | 0 | 0 | — |
case-11 | pass→pass | 8,002 | 6,981 | -13% | 1 | 1 | 0% | 1,441 | 2,335 | +62% | 0 | 0 | — |
case-12 | fail→pass | 13,848 | 5,436 | -61% | 1 | 1 | 0% | 1,773 | 2,417 | +36% | 0 | 0 | — |
case-13 | pass→pass | 13,733 | 9,686 | -29% | 1 | 1 | 0% | 1,795 | 2,844 | +58% | 0 | 0 | — |
case-14 | pass→pass | 12,153 | 13,632 | +12% | 1 | 1 | 0% | 1,653 | 2,975 | +80% | 0 | 0 | — |
case-15 | pass→pass | 13,720 | 3,385 | -75% | 1 | 1 | 0% | 2,146 | 1,691 | -21% | 0 | 0 | — |
case-16 | fail→fail | 13,900 | 11,553 | -17% | 1 | 1 | 0% | 1,903 | 2,175 | +14% | 0 | 0 | — |
case-17 | fail→pass | 14,069 | 2,925 | -79% | 1 | 1 | 0% | 2,421 | 1,658 | -32% | 0 | 0 | — |
case-18 | fail→pass | 17,089 | 3,282 | -81% | 1 | 1 | 0% | 2,302 | 1,722 | -25% | 0 | 0 | — |
case-19 | fail→pass | 14,067 | 4,380 | -69% | 1 | 1 | 0% | 2,532 | 1,977 | -22% | 0 | 0 | — |
case-20 | fail→pass | 11,853 | 15,055 | +27% | 1 | 1 | 0% | 1,927 | 3,455 | +79% | 0 | 0 | — |
case-21 | fail→pass | 9,066 | 8,264 | -9% | 1 | 1 | 0% | 1,205 | 2,637 | +119% | 0 | 0 | — |
case-22 | fail→fail | 22,363 | 16,877 | -25% | 1 | 1 | 0% | 3,277 | 4,743 | +45% | 0 | 0 | — |
case-23 | fail→fail | 12,748 | 11,578 | -9% | 1 | 1 | 0% | 1,738 | 2,955 | +70% | 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. 23 cases were attempted, and 20 counted toward the lift figure. The other 3 produced results that are not comparable between the two arms, so they are excluded from the headline rather than averaged into it. The headline lift of +35 percentage points is the difference between those two pass rates over the 20 comparable cases. 1 case got worse with the skill loaded, and it is included in that figure.
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.