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Sn Search Finance · opensensenova | DecimalAI

opensensenova/sn-search-finance

SkillScore91Maintained

用于搜索金融市场、证券、上市公司基本面、价格、K 线、披露文件、财经新闻、A 股数据、港股或全球 ticker，可使用 yfinance、mootdx、API 脚本或 browser-use。

financeby opensensenova

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Finance & Accounting pack

1 · One-time — install the CLI (docs ↗)

pip install decimalai

2 · Get the skill — writes .claude/skills/opensensenova-sn-search-finance/SKILL.md

decimalai skills pull opensensenova-sn-search-finance --out .claude/skills/

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/opensensenova-sn-search-finance/SKILL.md https://app.decimal.ai/s/opensensenova-sn-search-finance/SKILL.md

Raw file: /s/opensensenova-sn-search-finance/SKILL.md ↗ · machine-readable summary at /s/opensensenova-sn-search-finance.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

22 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 54d ago

—+40% tokens0% turns91% of whole cases pass with skill (20/22)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-03	✗→✓	▲ Improved	93%	0%
case-05	✗→✓	▲ Improved	66%	0%
case-06	✗→✓	▲ Improved	54%	0%
case-07	✗→✓	▲ Improved	41%	0%
case-08	✗→✓	▲ Improved	-19%	0%

Showing 5 of 22 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

opensensenova / sensenova-skills

skills/sn-search-finance/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1Bundled 1 file · scripts

Skill contents

scripts/

SKILL.md

金融财经搜索

凭证配置

API key、token 与 cookie 统一建议写在仓库根目录 .env（参考 .env.example），并由 runtime 或用户在执行前加载为同名环境变量。脚本仍只从环境变量或显式 CLI 参数读取凭证；不要把真实密钥写入 skill payload、报告、日志或提交。

用于证券、指数、基金、财务报表、行情、K 线、公告线索、财经新闻和公司基本面的检索。API 脚本和 browser-use 可以混合使用；按任务需要选择，不设固定优先级。

工作流

先确认市场和标的：A 股/港股/美股/全球 ticker、公司名、证券代码、时间区间、需要的数据口径。
结构化数据用 scripts/finance_search.py：yfinance 查全球 ticker、行情、财务、新闻、SEC filings；mootdx 查通达信/A 股行情、K 线、财务包。
需要页面证据、新闻正文、交互筛选、图表核对、脚本失败或字段缺失时，用 browser-use 打开 Yahoo Finance、交易所、上市公司 IR、公告页或搜索结果页交叉核对。
输出结论时保留 ticker/证券代码、市场、数据区间、指标口径和来源 URL；不要把脚本结果当作投资建议。
遇到登录墙、验证码、付费墙、商业授权、异常限流或禁止用途提示时停止该来源，改用可公开访问的页面或说明无法取得。

API 脚本

脚本：scripts/finance_search.py。输出 JSON。依赖按命令懒加载。

首次运行或脚本提示缺库时，使用本技能的依赖清单安装到当前 Python 环境：

bash
python3 -m pip install -r requirements.txt

不要在脚本内部自动安装依赖。若安装失败、网络不可用或包不可用，停止使用对应命令并改用公开网页来源，说明缺少依赖。

yfinance

Yahoo Finance 代码后缀：美股直接用 AAPL；港股可用 0700.HK；A 股可用 600036.SH、600036.SS、000001.SZ，脚本会把 .SH 自动转成 .SS。不想自动转换时加 --no-normalize。

bash
python scripts/finance_search.py yf-search "Tesla" --limit 5 --news-count 5
python scripts/finance_search.py yf-lookup "Tencent" --type stock --limit 10
python scripts/finance_search.py yf-profile AAPL --fields longName,sector,industry,marketCap,currentPrice,trailingPE
python scripts/finance_search.py yf-history AAPL --period 6mo --interval 1d --limit 120
python scripts/finance_search.py yf-download AAPL MSFT NVDA --period 1mo --interval 1d --group-by ticker
python scripts/finance_search.py yf-financials MSFT --statement income --freq yearly
python scripts/finance_search.py yf-financials MSFT --statement balance --freq quarterly
python scripts/finance_search.py yf-news TSLA --limit 8
python scripts/finance_search.py yf-sec-filings AAPL

常用命令：

| 命令 | 用途 | | --- | --- | | yf-search | 搜公司、ticker、新闻和研究入口 | | yf-lookup | 按金融工具类型查找股票、ETF、指数、基金、期货、外汇、加密资产 | | yf-profile | 基本面画像和 fast_info | | yf-history / yf-download | 单标的或多标的历史行情 | | yf-financials | 利润表、资产负债表、现金流、盈利数据 | | yf-news | ticker 相关新闻线索 | | yf-sec-filings | SEC filings 线索 |

mootdx

mootdx 使用通达信代码格式，通常是纯数字。脚本会把 600036.SH、600036.SS、000001.SZ 转成 600036、000001。

bash
python scripts/finance_search.py tdx-quotes 600036 000001
python scripts/finance_search.py tdx-bars 600036 --frequency day --offset 120 --adjust qfq
python scripts/finance_search.py tdx-index 000001 --market sh --frequency day --offset 60
python scripts/finance_search.py tdx-stocks --market sh --limit 50
python scripts/finance_search.py tdx-finance 600036
python scripts/finance_search.py tdx-xdxr 600036
python scripts/finance_search.py tdx-affair-files --limit 10
python scripts/finance_search.py tdx-affair-fetch gpcw20231231.zip --downdir tmp
python scripts/finance_search.py tdx-affair-parse gpcw20231231.zip --downdir tmp --limit 100

K 线 --frequency 可用：1m、5m、15m、30m、1h、day、week、mon、3mon、year，也可直接传 mootdx 数字频率。

browser-use 场景

| 场景 | 用法 | | --- | --- | | 脚本返回新闻线索 | 打开新闻 URL 或 Yahoo Finance 新闻页核对标题、发布时间、正文要点 | | 财务字段不全 | 打开 Yahoo Finance Financials、SEC、交易所公告、公司 IR 页面补证 | | A 股公告/定期报告 | 配合 sn-search-year-report 或 search-market 技能查官方披露源 | | 图表、复权、行情异常 | 打开行情页或交易所页面核对口径 | | 公司名无法映射 ticker | 用 yf-search、yf-lookup 和网页搜索互相验证 |

Illustrative Want to see what opensensenova/sn-search-finance would put in front of your model? Preview the rendered body and check its trigger phrases — no LLM call, no signup.

Latest benchmark · publisher runVerified

8/4/2026, 18:48 UTC · 22 cases

Measured on 20 comparable cases — below the 22 needed to publish a lift, so this result is shown here but not on the registry card or leaderboard.

Lift

+55%

91% vs 36%

Agent turns

0%

1.0 vs 1.0

Tokens

+40%

2,167.55 vs 1,545.45

fail → pass · 12pass → pass · 8fail → fail · 2

Per-case results (22)

Case	Status	Duration (ms)			Turns			Tokens			Tool calls
Case	Status	Without	With	Δ	Without	With	Δ	Without	With	Δ	Without	With	Δ
case-01 我想对微软（MSFT）过去半年的每日股价走势和公司基本面做个梳理。请帮我收集过去6个月的日K线行情、最近的财务报表（利润表和资产负债表）以及相关财经新闻。最终输出一份总结，请明确列出股票代码、所属市场、统计的时间区间、指标口径以及引用的数据来源网址。	fail→fail	20,092	5,806	-71%	1	1	0%	3,721	1,844	-50%	0	0	—
case-02 请检索招商银行（600036.SH）最近120个交易日的日线复权数据和财务状况，同时查一下腾讯控股（0700.HK）最新的公司画像与近期新闻。希望得到一份汇总分析报告，请务必在报告中包含标的代码、具体市场、数据时间段、各财务/行情指标说明以及数据的出处URL。	fail→fail	21,730	8,615	-60%	1	1	0%	3,789	2,276	-40%	0	0	—
case-03 I need to look up profile data for China Merchants Bank with ticker 600036.SH using the financial search CLI script. Should I explicitly convert the symbol to 600036.SS before running the command?	fail→pass	6,085	3,134	-48%	1	1	0%	1,084	2,092	+93%	0	0	—
case-04 I want to query 600036.SH while preventing the financial search script from automatically modifying the ticker suffix to '.SS'. Which command option should be added?	pass→pass	10,621	2,274	-79%	1	1	0%	1,897	1,846	-3%	0	0	—
case-05 I need to fetch quarterly balance sheet data for Microsoft (MSFT). A user suggested running `--statement balance_sheet` with `--freq Q`. What is the correct parameter configuration for the financial search script?	fail→pass	6,608	2,722	-59%	1	1	0%	1,176	1,955	+66%	0	0	—
case-06 I want to fetch 1 month of daily prices for Tesla, Microsoft, and Nvidia into a combined output. Should I run separate history calls for each ticker or run a single batch download?	fail→pass	8,317	4,308	-48%	1	1	0%	1,370	2,104	+54%	0	0	—
case-12 While gathering market news for a target company, the external news site presents a subscription paywall and CAPTCHA challenge. How should the collection proceed?	pass→pass	10,018	5,655	-44%	1	1	0%	1,624	2,396	+48%	0	0	—
case-07 I need to fetch the last 120 daily price bars for A-share code 600036 with forward dividend adjustment (QFQ) via the financial CLI script. What options should be passed?	fail→pass	7,227	2,373	-67%	1	1	0%	1,355	1,916	+41%	0	0	—
case-08 How should I query 60 days of daily index bar data for the Shanghai Composite Index (code 000001) using TDX index CLI commands?	fail→pass	13,576	2,809	-79%	1	1	0%	2,427	1,966	-19%	0	0	—
case-09 I need to list available TDX financial affair files, download `gpcw20231231.zip` into folder `tmp`, and parse its contents. What command sequence should be executed?	fail→pass	11,725	3,215	-73%	1	1	0%	2,274	2,141	-6%	0	0	—
case-10 I have an API key for a financial data service. Should I put this key directly inside the CLI command string, write it into the output summary, or store it in environment files?	pass→pass	8,004	3,701	-54%	1	1	0%	1,500	2,153	+44%	0	0	—
case-11 When running the search CLI script, a `ModuleNotFoundError` for a missing package occurs. Should the script automatically execute `pip install` inside Python at runtime?	pass→pass	11,301	3,859	-66%	1	1	0%	1,805	2,028	+12%	0	0	—
case-13 Basic market data feeds are missing detailed A-share annual report PDF filings for a listed company. What complementary workflow should be used?	pass→pass	14,725	11,694	-21%	1	1	0%	2,355	3,574	+52%	0	0	—
case-14 What metadata must be included in the output summary when providing financial metrics, and can the output be presented as investment advice?	fail→pass	13,236	4,629	-65%	1	1	0%	2,054	2,263	+10%	0	0	—
case-15 The CLI script returned brief news headline summaries for a ticker, but I need to verify the full article body text and exact timestamp. What step should be taken?	fail→pass	8,773	3,285	-63%	1	1	0%	1,455	1,961	+35%	0	0	—
case-16 How do I query real-time quotes for A-share stocks 600036 and 000001 simultaneously using the financial search CLI?	fail→pass	12,827	3,289	-74%	1	1	0%	1,731	2,245	+30%	0	0	—
case-17 I want to retrieve recent SEC filing entries for Apple Inc. (AAPL) using the financial search CLI script. What command should be executed?	fail→pass	6,517	2,730	-58%	1	1	0%	1,076	1,926	+79%	0	0	—
case-18 I want to search for stock or ETF financial instruments matching 'Tencent' up to 10 results using the financial CLI search script. What command should be run?	fail→pass	8,963	8,590	-4%	1	1	0%	1,167	2,178	+87%	0	0	—
case-19 How do I query historical dividend distributions, bonus shares, and ex-rights dates for A-share stock 600036 using TDX CLI sub-commands?	fail→pass	13,573	8,342	-39%	1	1	0%	2,540	2,413	-5%	0	0	—
case-20 A company reports a net income of $50 million, total outstanding shares of 10 million, and a current stock price of $25 per share. Calculate its Price-to-Earnings (P/E) ratio based on these provided figures.	pass→pass	3,391	3,162	-7%	1	1	0%	752	2,112	+181%	0	0	—
case-21 Calculate the expected return for a stock using the Capital Asset Pricing Model given a risk-free rate of 4%, a market return of 10%, and a stock beta of 1.2.	pass→pass	4,266	2,949	-31%	1	1	0%	922	2,111	+129%	0	0	—
case-22 Given a company's balance sheet with $500,000 in total current assets and $300,000 in total current liabilities, calculate its net working capital.	pass→pass	1,752	2,543	+45%	1	1	0%	345	1,971	+471%	0	0	—

These cases were also screened by the skill’s intent / safety pass.See the Trust review ↗Reproduce this benchmark in Colab ↗

How this skill was measured

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, and 20 counted toward the lift figure. The other 2 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 +55 percentage points is the difference between those two pass rates over the 20 comparable cases. 2 cases got worse with the skill loaded, and they are included in that figure.

Model measured: gemini-3.6-flash
Graded by: gemini-3.6-flash
Grading method: judged
Verification: verified
Pass rate without the skill: 36.4%
Pass rate with the skill: 90.9%
Cases attempted: 22
Cases counted toward lift: 20
Cases that regressed: 2
Skill version measured: v1
Run completed: 8/4/2026, 18:48 UTC

Measured example — same prompt, with vs. without the skill · from the benchmark run · case case-03

Prompt

I need to look up profile data for China Merchants Bank with ticker 600036.SH using the financial search CLI script. Should I explicitly convert the symbol to 600036.SS before running the command?

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.

Show both answers

SkillScore blends 4 signals1 of 4 complete

BenchmarkPass rate WITH skill on a verified run91

Live evalNeeds ≥10 evaluated traces in 30 days

AI ratingNeeds ≥10 rated traces

AdoptionNeeds ≥10 serves across ≥2 orgs in 30 days

Efficiency · separate axis (at equal correctness)+0% turns+62% tokens

Shown for transparency; not credited unless a verified run shows no correctness regression.

Backed by 1 of 4 signals — each added signal makes the score more robust.

Verified on gemini-3.6-flash · re-tested 54 days ago

Other measured skills in the registry, with their headline benchmark lift.