HiThink-Tech/Financial-API is an official Tonghuashun service that provides A-share market data, including prices, financial statements, indices, sectors, funds and trading activity through APIs and developer tools. It serves AI agents, quantitative researchers and application developers. The catalogue add-ons help coding agents access and use this financial data.
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 HiThink-Tech/Financial-API --skill hithink-finance-datagit clone --depth 1 https://github.com/HiThink-Tech/Financial-APIWrote 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/hithink-tech/financial-api/hithink-finance-data)<a href="https://agentmods.dev/skills/hithink-tech/financial-api/hithink-finance-data"><img src="https://agentmods.dev/badge/skills/hithink-tech/financial-api/hithink-finance-data.svg" alt="Measured on agentmods" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 11 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Prompt Injection · line 12 Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
- medium Prompt Injection · line 37 Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
- medium Prompt Injection · line 39 Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
- medium Prompt Injection · line 41 Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
- medium Prompt Injection · line 42 Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
- medium Prompt Injection · line 43 Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
- medium Prompt Injection · line 44 Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
- medium Prompt Injection · line 46 Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
- medium Prompt Injection · line 47 Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
- medium Prompt Injection · line 48 Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
- medium Prompt Injection · line 49 Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
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 | $0.00060 | $0.01347 |
| Opus 5 | $0.00030 | $0.00674 |
| Sonnet 5 | $0.00012 | $0.00269 |
| Haiku 4.5 | $0.00006 | $0.00135 |
Grade A, and why
hithink-finance-data 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 8d 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.
How it starts
The opening of the file, as written. The whole thing — 78 lines — stays where its author put it; the contents beside it link to each section on GitHub.
hithink-finance-data
本地数据生命周期和 SQL 入口。负责让数据可用、可校验、可导出，而不是解释所有研究结论。
前置条件表
| 条件 | 操作 |
|---|---|
| 开始任何 CLI 调用 | 先读取并遵循 hithink-finance-shared |
| 不确定命令是否存在或参数是否变化 | 运行 hithink-finance capabilities --format json，再运行 hithink-finance schema <id> --format json |
| 需要执行下表某个命令 | 先读取对应 reference 文件，不要只凭命令名猜参数 |
| 结果可能是全市场、分页、多标的或长区间 | 使用命令声明的 --output <path> 落盘；远端 stdout 只返回摘要 |
快速决策
| 用户意图 | 首选命令 / 路由 |
|---|---|
| 首次建库或从 dump 导入 | data init |
| 增量/重新同步本地数据 | data sync |
| 查看库路径和 schema | data status |
| 质量校验 | data validate |
| 迁移计划或应用 | data migrate |
| 重建复权等派生数据 | data repair |
| 清理下载缓存 | data clean |
| 删除本地库 | data remove --plan 先预览 |
| 查看表/视图 | db describe |
| 只读 SQL 查询 | db query --sql <sql> |
| 大结果导出 | db export --sql <sql> --output <file> |
Shortcuts
| 命令 | 何时使用 |
|---|---|
| data clean | 只清理 CLI 管理的下载缓存，不删除数据库。 |
| data init | 远端初始化需要 API Key；执行前先运行 hithink-finance auth status --format json，未登录时到 https://fuyao.aicubes.cn/admin 获取 API Key 并运行 hithink-finance auth login。 |
| data migrate | 默认只输出迁移计划；应用迁移前让用户确认。 |
| data remove | 高风险操作；先运行 --plan 报告路径和大小。 |
| data repair | 用于重建派生复权因子等本地派生数据。 |
| data status | 本地库不存在时用于确认默认路径和 schema 状态。 |
| data sync | 需要 API Key；执行前先运行 hithink-finance auth status --format json，未登录时到 https://fuyao.aicubes.cn/admin 获取 API Key 并运行 hithink-finance auth login。 |
| data validate | 用于同步、迁移、研究导出前的质量门禁。 |
| db describe | 查询本地 DuckDB 表和视图清单。 |
| db export | 用于大结果或下游 pandas/notebook 消费。 |
| db query | 只读 SQL；小结果才可直接读取 JSON。 |
What ships with it
11 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- references/data-clean.md 1.0 KB
- references/data-init.md 1.4 KB
- references/data-migrate.md 1.1 KB
- references/data-remove.md 1.1 KB
- references/data-repair.md 1.0 KB
- references/data-status.md 1.0 KB
- references/data-sync.md 1.2 KB
- references/data-validate.md 1.1 KB
- references/db-describe.md 1.0 KB
- references/db-export.md 1.1 KB
- references/db-query.md 1.0 KB
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.
- 8d ago First seen · 78 lines · 60 tokens per session scan A eb92eae9d669
hithink-finance-data is a skill published in the GitHub repository HiThink-Tech/Financial-API (2,605 stars, last pushed 11d ago), licensed MIT. It adds 60 tokens to every session and 1,347 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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