Agent skill

Neodata Financial Search

by infometa in infometa/workbuddyskills

NeoData Financial Search — 自然语言通用金融数据搜索服务。用自然语言查询股票、基金、指数、板块、 债券、期货、期权、宏观经济、外汇、大宗商品等全品类金融数据,涵盖行情报价、财务报表(财报)、 资金流向、研报评级、舆情观点、事件公告等,支持结构化API数据和财经文章两种召回模式,即问即答。

No licenceAuto-check: notesBusiness, Finance & HR

Install Neodata Financial Search

skills CLI
$ npx skills add infometa/workbuddyskills --skill neodata-financial-search -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install infometa/workbuddyskills neodata-financial-search --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/infometa/workbuddyskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/cb_teams_marketplace/plugins/finance-data/skills/neodata-financial-search .claude/skills/neodata-financial-search && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
neodata-financial-search
GitHub stars
348
Token cost
~2.1k tokens
SKILL.md length
367 words
Files
4 (incl. scripts)
Skills in repo
218
Repo updated
First seen
Licence
None found

At a glance

NeoData Financial Search — 自然语言通用金融数据搜索服务。用自然语言查询股票、基金、指数、板块、 债券、期货、期权、宏观经济、外汇、大宗商品等全品类金融数据,涵盖行情报价、财务报表(财报)、 资金流向、研报评级、舆情观点、事件公告等,支持结构化API数据和财经文章两种召回模式,即问即答。

  • Works in 4 steps: 本 skill… → 禁止使用其他 skill… → 禁止用训练数据回答本 skill… → …
  • The user asks about financial data
  • SKILL.md covers 服务简介, 金融数据源优先级, 典型使用场景 and 鉴权, plus 6 more sections
  • Runs Python and Shell scripts from its folder; calls python3 and bash; reaches copilot.tencent.com

What it does

Neodata Financial Search is an agent skill from infometa/workbuddyskills. NeoData Financial Search — 自然语言通用金融数据搜索服务。用自然语言查询股票、基金、指数、板块、 债券、期货、期权、宏观经济、外汇、大宗商品等全品类金融数据,涵盖行情报价、财务报表(财报)、 资金流向、研报评级、舆情观点、事件公告等,支持结构化API数据和财经文章两种召回模式,即问即答。 Use when the user asks about financial data, stock quotes, financial statements, earnings reports, market data, fund info, bonds, futures, options, macro economics, forex, commodities, research reports, or needs to query the NeoData API.

Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts (for example `reference.md`, `scripts/query.py` and `scripts/query.sh`).

It sits in Business, Finance & HR, covering Stock and market analysis, Financial analysis and Deep research. The repository describes itself as: WorkBuddy skills / connectors / experts archive for offline study.

When your agent uses it

  • The user asks about financial data
  • Financial statements
  • Earnings reports
  • Macro economics

Example prompts

  • “/neodata-financial-search”

Requirements

  • Python 3
  • A Bash shell
  • Pre-approved tools (allowed-tools): Read, Bash

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. 本 skill 覆盖股票(A股/港股/美股/英股/日股/韩股)、指数、板块、公募基金(含港股/海外基金/REITs)、债券、期货、期权、宏观经济、外汇、大宗商品等十大类金融数据,以及研报、舆情、新闻资讯、交易日历等辅助数据,包括但不限于行情报价、财务报表/财报、资金流向、研报评…
  2. 禁止使用其他 skill 或插件获取同类金融数据,禁止混合多数据源,以避免数据口径不一致产生幻觉。
  3. 禁止用训练数据回答本 skill 可实时查询的问题——金融数据具有强时效性,必须通过接口获取实时结果。
  4. 仅当本 skill 明确不支持某查询时,才可降级使用其他来源,并需告知用户数据来源。

What it can do on your machine

Read from SKILL.md and the folder at commit 91b77ea. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Bash

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 2 files in scripts/ (Python and Shell), which the agent can run.

    Shell commands in SKILL.md call:

    • python3
    • bash

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • copilot.tencent.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Neodata Financial Search loads about 2.1k tokens when it runs. Until then it costs about 105 tokens; SKILL.md has 367 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~105
When it runs · the whole SKILL.md, loaded when a task matches
~2.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Bash

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 367 words (~2,068 tokens).

“NeoData Financial Search 是由腾讯提供的自然语言通用金融数据搜索服务,输入一句自然语言问题即可一站式返回结构化数据 + 文档型内容。”

— opening of SKILL.md by infometa
name
neodata-financial-search
allowed-tools
Read, Bash
description_zh
自然语言查询股票、基金、指数、板块、债券、期货、期权、宏观、外汇、大宗商品等全品类金融数据
description_en
Natural language financial data search (stocks, funds, indices, bonds, futures, options, macro, forex, commodities)
version
1.1.0
display_name
NeoData金融搜索服务
display_name_en
Neodata Financial Search
visibility
public

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files (scripts) in plugins/cb_teams_marketplace/plugins/finance-data/skills/neodata-financial-search of infometa/workbuddyskills.

  • SKILL.md
  • reference.md
  • scripts/query.py
  • scripts/query.sh

Open the folder on GitHubat commit 91b77ea

Compare with similar skills

Neodata Financial Search next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Neodata Financial Search compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Neodata Financial Search this skillinfometa/workbuddyskills348—~2.1kAutomated safety check: NotesNone
Longbridge Earningshelsome/folio2711 repos~2.5kAutomated safety check: PassNone
Management Deep Divexbtlin/ai-berkshire17k—~1.7kAutomated safety check: PassMIT
Earnings AnalysisWind-Alice/AliceMarket1343 repos~2.2kAutomated safety check: PassNone
Buy Side Equity Research Memohaskaomni/serenity-skill633—~3.8kAutomated safety check: PassMIT
Longbridgehelsome/folio2711 repos~1.9kAutomated safety check: PassNone

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Questions about Neodata Financial Search

What does Neodata Financial Search do?

NeoData Financial Search — 自然语言通用金融数据搜索服务。用自然语言查询股票、基金、指数、板块、 债券、期货、期权、宏观经济、外汇、大宗商品等全品类金融数据,涵盖行情报价、财务报表(财报)、 资金流向、研报评级、舆情观点、事件公告等,支持结构化API数据和财经文章两种召回模式,即问即答。. Neodata Financial Search is an agent skill from infometa/workbuddyskills. NeoData Financial Search — 自然语言通用金融数据搜索服务。用自然语言查询股票、基金、指数、板块、 债券、期货、期权、宏观经济、外汇、大宗商品等全品类金融数据,涵盖行情报价、财务报表(财报)、 资金流向、研报评级、舆情观点、事件公告等,支持结构化API数据和财经文章两种召回模式,即问即答。 Use when the user asks about financial data, stock quotes, financial statements, earnings reports, market data, fund info, bonds, futures, options, macro economics, forex, commodities, research reports, or needs to query the NeoData API.

When should I use Neodata Financial Search?

Neodata Financial Search fits situations like: the user asks about financial data; financial statements; earnings reports; macro economics.

How do I install Neodata Financial Search in Claude Code?

Run `npx skills add infometa/workbuddyskills --skill neodata-financial-search -a claude-code`. Or copy the skill folder (plugins/cb_teams_marketplace/plugins/finance-data/skills/neodata-financial-search in infometa/workbuddyskills) into .claude/skills/neodata-financial-search in your project. Claude Code loads it when a task matches its description.

How do I install Neodata Financial Search in Codex?

Run `npx skills add infometa/workbuddyskills --skill neodata-financial-search -a codex`. Or copy the skill folder (plugins/cb_teams_marketplace/plugins/finance-data/skills/neodata-financial-search in infometa/workbuddyskills) into .agents/skills/neodata-financial-search in your project. Codex loads it when a task matches its description.

Can I use Neodata Financial Search in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add infometa/workbuddyskills --skill neodata-financial-search -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/neodata-financial-search, .gemini/skills/neodata-financial-search, .github/skills/neodata-financial-search and .opencode/skills/neodata-financial-search in your project.

What does Neodata Financial Search need to run?

Going by SKILL.md and its folder, Neodata Financial Search needs Python and a shell for the scripts in its folder and the command-line tools its instructions call (python3 and bash). Our summary lists: Python 3; A Bash shell. Its frontmatter pre-approves these tools: Read, Bash.

Does Neodata Financial Search access the network?

SKILL.md names 1 domain. In commands or code: copilot.tencent.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Neodata Financial Search safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Neodata Financial Search use?

No licence was found for Neodata Financial Search or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Neodata Financial Search use?

About 2.1k tokens (SKILL.md is roughly 8.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Neodata Financial Search?

Skills that share tags, products or a category with Neodata Financial Search: Longbridge Earnings (helsome/folio, 271 stars), Management Deep Dive (xbtlin/ai-berkshire, 17k stars), Earnings Analysis (Wind-Alice/AliceMarket, 134 stars) and Buy Side Equity Research Memo (haskaomni/serenity-skill, 633 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Neodata Financial Search?

infometa (a GitHub user) maintains it in infometa/workbuddyskills, which has 348 GitHub stars. The repository holds 218 skills in this directory. The repository was last updated on October 9, 2026.

Source: infometa/workbuddyskills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.