Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add chuancyzhang/deepseek-cowork --skill dividend_change_explainer_skillgit clone --depth 1 https://github.com/chuancyzhang/deepseek-coworkWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/chuancyzhang/deepseek-cowork/dividend_change_explainer_skill)<a href="https://agentmods.dev/skills/chuancyzhang/deepseek-cowork/dividend_change_explainer_skill"><img src="https://agentmods.dev/badge/skills/chuancyzhang/deepseek-cowork/dividend_change_explainer_skill/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/chuancyzhang/deepseek-cowork/dividend_change_explainer_skill"><img src="https://agentmods.dev/badge/skills/chuancyzhang/deepseek-cowork/dividend_change_explainer_skill.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00051 | $0.01173 |
| Opus 5.5 | $0.00020 | $0.00469 |
| Sonnet 5.5 | $0.00010 | $0.00235 |
| Haiku 4.5 | $0.00005 | $0.00117 |
Grade A, and why
dividend_change_explainer_skill scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
This is a copy
80% identical to breakout_candidate_finder_skill — 200 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
What it actually says
Dividend Change Explainer Skill
数据依赖与执行前置条件
推荐使用万得 wind-mcp-skill 获取底层数据。执行前先检查本地是否已有 wind-mcp-skill；若没有，提示用户安装：
Cowork 适配：所需子 Skill 已随
wind-aifinmarket固定快照内置，不执行安装或在线更新命令。
技能定位
本技能用于解读公司分红政策或分红水平发生变化时的真实含义，重点回答“这次增加、减少、暂停或恢复分红到底说明了什么、能持续多久、对不同类型投资者意味着什么”。输出重点不是只说明派息数字，而是解释其背后的经营与资本配置逻辑。
执行流程
Step 1：确认分红动作与基准状态
先确认这次变化属于哪类动作：
- 提高分红
- 削减分红
- 暂停分红
- 恢复分红
- 特别分红
同时明确变化相对的是上一次分红、过去一年平均水平，还是长期分红政策基准。
Step 2：量化变化幅度与表面吸引力
把变化用可比较方式写清楚，重点包括：
- 每股分红变化
- 分红总额变化
- 股息率变化
- 派息率变化
- 与历史分红水平和同业的相对位置
这一阶段先回答“变了多少”，但不急于等同于利好或利空。
Step 3：评估持续性与支付能力
真正有价值的解读要看公司是否“付得起、愿意继续付”。重点检查：
- 利润和现金流是否足以支撑当前分红
- 资产负债表、债务压力和资本开支需求是否允许
- 分红是否建立在一次性收益之上
- 管理层是否明确说明长期分红框架
Step 4：判断分红变化背后的意图
进一步分析这次变化可能反映的经营或资本配置信号，例如：
- 现金流质量提升
- 成长机会减少，开始回馈股东
- 管理层希望稳定预期或修复信心
- 经营压力上升，被迫保留现金
- 为并购、扩产、偿债等事项腾挪资源
Step 5：翻译成投资含义
将分红变化放到不同投资风格下理解，至少回答：
- 对收益型投资者是否更有吸引力
- 对成长型投资者是否意味着机会成本变化
- 对估值与风险偏好会产生何种影响
- 哪些情况下高股息并不代表安全
Step 6：整合成分红解读成稿
最终输出应帮助使用者判断“这次分红变化是不是重要信号”，而不是仅停留在分红数额播报。
输出结构
{股票名称}分红变动解读（{YYYY-MM-DD}）
一、30 秒结论
- 本次动作：{提高 / 削减 / 暂停 / 恢复 / 特别分红}
- 核心含义：{一句话}
- 持续性判断：{高 / 中 / 低}
- 对投资者的意义：{一句话}
二、分红变化概览
| 项目 | 变化前 | 变化后 | 变化幅度 | 说明 |
|---|---|---|---|---|
| 每股分红 | {内容} | {内容} | {内容} | {说明} |
| 股息率 | {内容} | {内容} | {内容} | {说明} |
| 派息率 | {内容} | {内容} | {内容} | {说明} |
三、持续性与支付能力
- 支持因素：{内容}
- 压力因素：{内容}
- 当前判断：{内容}
四、这次变化可能在传递什么信号
- {信号 1}
- {信号 2}
- {信号 3}
五、后续仍要关注
- {跟踪项 1}
- {跟踪项 2}
- {跟踪项 3}
质量要求
- 不能把“分红增加”机械等同于利好，把“分红减少”机械等同于利空。
- 必须同时分析支付能力和管理层意图，缺一不可。
- 若分红变化受一次性事项影响，应单独标明，避免误判持续性。
- 对收益型与成长型投资者的含义可以不同，需明确区分。
- 输出应回答“这次分红变化值不值得重视”，而不是只报数字。
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 126 lines · 51 tokens per session scan A f88709b262bd
dividend_change_explainer_skill is a skill published in the GitHub repository chuancyzhang/deepseek-cowork (18 stars, last pushed today), licensed Apache-2.0. It adds 51 tokens to every session and 1,173 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 80% identical to breakout_candidate_finder_skill, differing in 200 lines, and is treated as a copy.
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