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股东数据Skill - 提供股东增减持、机构持仓、筹码分布、十大流通股东 via AkShare
Passed 19 of 23 test cases with the skill, and 3 of 23 without it.
and 17 more in the full report
16 fixed3 passed either way4 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.
想要分析比亚迪（002594）的筹码集中度与获利盘区间，应该运行哪个Python脚本文件？请给出一行带股票代码的具体命令行指令。
| Checked | Without skill | With skill |
|---|---|---|
| The response specifies python scripts/holders_chips.py 002594. | Missed | Passed |
The instructions your model reads when the skill loads.
| 属性 | 内容 |
|---|---|
| 名称 | akshare-holders |
| 版本 | 1.1.0 |
| 分类 | 股东数据 |
| 状态 | ✅ 已上线 |
| 维护者 | FinClaw Core Team |
| 最后更新 | 2026-03-19 |
股东数据Skill，提供股东增减持动态、机构持仓变化、筹码分布分析、十大流通股东等信息。追踪大股东、机构、散户的持仓变动，识别主力进出信号。
| 用户输入 | 识别意图 | 调用函数 |
|---|---|---|
| 茅台股东增减持 | holders_change | holders_change.py 600519 |
| 机构持仓情况 | holders_institutional | holders_institutional.py 600519 |
| 筹码分布如何？ | holders_chips | holders_chips.py 600519 |
| 最新十大股东 | holders_top10 | holders_change.py --detail |
| 数据类型 | 主要来源 | 备用来源 | 认证要求 |
|---|---|---|---|
| 股东增减持 | AkShare-交易所 | - | 无需 |
test cases passed, vs 3 / 23 without
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