Stock API
zhangxiangliang/stock-api
Fetch real-time stock quotes, K-line (candlestick) history, and search symbols for China A-shares, Hong Kong, and US markets.
This skill should be used when the user asks to analyze this stock, find a target price or buy zone, review fundamentals or technicals, assess risk/earnings/dividends, screen stocks, analyze sector…
Install Stock Analysis
$ npx skills add Arthur19940725/stock-analysis-skill --skill stock-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Arthur19940725/stock-analysis-skill stock-analysis --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
Claude Code skills documentation · loads skills from .claude/skills/
Install the "stock-analysis" agent skill from https://github.com/Arthur19940725/stock-analysis-skill/tree/main into .claude/skills/stock-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stock-analysis", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Arthur19940725/stock-analysis-skill --skill stock-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Arthur19940725/stock-analysis-skill stock-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "stock-analysis" agent skill from https://github.com/Arthur19940725/stock-analysis-skill/tree/main into .agents/skills/stock-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stock-analysis", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Arthur19940725/stock-analysis-skill --skill stock-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Arthur19940725/stock-analysis-skill stock-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "stock-analysis" agent skill from https://github.com/Arthur19940725/stock-analysis-skill/tree/main into .cursor/skills/stock-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stock-analysis", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Arthur19940725/stock-analysis-skill --skill stock-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Arthur19940725/stock-analysis-skill stock-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "stock-analysis" agent skill from https://github.com/Arthur19940725/stock-analysis-skill/tree/main into .gemini/skills/stock-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stock-analysis", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Arthur19940725/stock-analysis-skill stock-analysisInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Arthur19940725/stock-analysis-skill --skill stock-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "stock-analysis" agent skill from https://github.com/Arthur19940725/stock-analysis-skill/tree/main into .github/skills/stock-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stock-analysis", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Arthur19940725/stock-analysis-skill --skill stock-analysis -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Arthur19940725/stock-analysis-skill stock-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "stock-analysis" agent skill from https://github.com/Arthur19940725/stock-analysis-skill/tree/main into .opencode/skills/stock-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stock-analysis", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
stock-analysis- GitHub stars
- 102
- Token cost
- ~1.3k tokens
- SKILL.md length
- 205 words
- Files
- 32 (incl. scripts, references)
- Skills in repo
- 2
- Repo updated
- First seen
- Licence
- None found
At a glance
This skill should be used when the user asks to analyze this stock, find a target price or buy zone, review fundamentals or technicals, assess risk/earnings/dividends, screen stocks, analyze sector…
- Works in 8 steps: 优先读取用户提供的文件、模型与链接；把用户假设与外部事实分开。 → 优先监管申报、交易所公告、公司 IR、正式财报、官方宏观数据和产品发行人页面。 → 再使用有方法说明的可靠数据源；财经媒体和聚合行情只作补充或价格来源。 → …
- Asks to analyze this stock
- SKILL.md covers 先选择运行模式, 输入核验, 取证与数据纪律 and 数据闸门与降级, plus 4 more sections
- Calls python
What it does
Stock Analysis is an agent skill from Arthur19940725/stock-analysis-skill. This skill should be used when the user asks to analyze this stock, find a target price or buy zone, review fundamentals or technicals, assess risk/earnings/dividends, screen stocks, analyze sector rotation, build an ETF portfolio, design an options strategy, or analyze the macro market; also for Chinese requests such as "分析这只股票", "给出买入区间或目标价", "做基本面/技术面/风险/财报/股息分析", "筛选股票", "分析板块轮动", "构建 ETF 组合", "设计期权策略", "分析宏观市场"; or when they provide a stock ticker, security, ETF, portfolio, earnings event, or investment…
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 38 other files, including scripts and reference files (for example `.claude/ecc-tools.json`, `.claude/homunculus/instincts/inherited/stock-analysis-skill-instincts.yaml` and `.claude/identity.json`).
It sits in Business, Finance & HR, covering Stock and market analysis. The repository describes itself as: Source-backed stock research skill with deterministic scenario rating.
When your agent uses it
- Asks to analyze this stock
- Find a target price
- Review fundamentals
- Assess risk/earnings/dividends
Example prompts
- “分析这只股票”
- “给出买入区间或目标价”
- “做基本面/技术面/风险/财报/股息分析”
- “/stock-analysis”
Requirements
- Python 3
Workflow steps
8 steps, taken from the first numbered list in SKILL.md.
- 优先读取用户提供的文件、模型与链接；把用户假设与外部事实分开。
- 优先监管申报、交易所公告、公司 IR、正式财报、官方宏观数据和产品发行人页面。
- 再使用有方法说明的可靠数据源；财经媒体和聚合行情只作补充或价格来源。
- 把搜索摘要、论坛和社交媒体仅作为寻找原始资料的线索。
- 给每个会改变结论的市场数字附 as of；不得把错时价格、共识、利率、IV 或财务数据伪装成同步快照。
- 先解析精确标的再调用行情工具。验证市场、证券类型、合约/现货属性与币种，避免同名 ticker 错配。
- 若当前环境没有某个特定 MCP，直接使用可用的行情连接器、交易所/发行人页面或可靠网页；不要因固定工具名不存在而停止。
- 在可访问来源全部失败后才向用户索取当前价。不得凭记忆估算当前价、估值倍数或期权报价。
What it can do on your machine
Read from SKILL.md and the folder at commit 4f9c3c8. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/, which the agent can run.
Shell commands in SKILL.md call:
python
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Stock Analysis loads about 1.3k tokens when it runs, and up to ~5.2k if it reads all its reference files. Until then it costs about 152 tokens; SKILL.md has 205 words of instructions outside code blocks.
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 passed
The automated check found no risky patterns in SKILL.md.
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 205 words (~1,263 tokens).
- name
- stock-analysis
Files
SKILL.md and 31 other files (scripts, references) in the repository root of Arthur19940725/stock-analysis-skill.
- SKILL.md
- .agents/skills
- .claude/ecc-tools.json
- .claude/homunculus/instincts/inherited/stock-analysis-skill-instincts.yaml
- .claude/identity.json
- .claude/skills
- .codex/AGENTS.md
- .codex/agents/docs-researcher.toml
- .codex/agents/explorer.toml
- .codex/agents/reviewer.toml
- .codex/config.toml
- .gitignore
- README.md
- frameworks
- … and 18 more
Open the folder on GitHubat commit 4f9c3c8
Compare with similar skills
Stock Analysis 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Stock Analysis this skillArthur19940725/stock-analysis-skill | 102 | — | ~1.3k | Automated safety check: Pass | None | |
| Stock APIzhangxiangliang/stock-api | 2k | — | ~507 | Automated safety check: Pass | MIT | |
| Tushare Datazillionare/zillionare | 321 | 2 repos | ~2.3k | Automated safety check: Pass | None | |
| Tradingview MCPatilaahmettaner/tradingview-mcp | 5k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Digital Oraclekomako-workshop/digital-oracle | 878 | — | ~5.9k | Automated safety check: Pass | MIT | |
| Longbridge Researchhelsome/folio | 271 | 3 repos | ~2.1k | Automated safety check: Pass | MIT |
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面向中文自然语言的 Tushare 数据研究技能。用于把“看看这只股票最近怎么样”“帮我查财报趋势”“最近哪个板块最强”“北向资金在买什么”“给我导出一份行情数据”这类请求，转成可执行的数据获取、清洗、对比、筛选、导出与简要分析流程。适用于 A 股、指数、ETF/基金、财务、估值、资金流、公告新闻、板块概念与宏观数据等研究场景。
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AI Trading Intelligence — live prices, 30+ technical indicators, backtesting (6 strategies), walk-forward overfitting detection, trade logs, equity curves, licensed news sentiment (Marketaux), and…
Digital Oracle
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Answer prediction questions using market trading data, not opinions.
Longbridge Research
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Institution ratings, consensus price targets, EPS/revenue forecasts, finance calendar, shareholder data, fund holders, insider trades (SEC Form 4), short interest, industry rankings, peer group…
Longbridge Earnings
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More from Arthur19940725/stock-analysis-skill
Stock Analysis Skill Conventions
Arthur19940725/stock-analysis-skill
Development conventions and patterns for stock-analysis-skill.
Related
Categories
Questions about Stock Analysis
What does Stock Analysis do?
This skill should be used when the user asks to analyze this stock, find a target price or buy zone, review fundamentals or technicals, assess risk/earnings/dividends, screen stocks, analyze sector…. Stock Analysis is an agent skill from Arthur19940725/stock-analysis-skill.
When should I use Stock Analysis?
Stock Analysis fits situations like: asks to analyze this stock; find a target price; review fundamentals; assess risk/earnings/dividends.
How do I install Stock Analysis in Claude Code?
Run `npx skills add Arthur19940725/stock-analysis-skill --skill stock-analysis -a claude-code`. Or copy the skill folder (the Arthur19940725/stock-analysis-skill repository) into .claude/skills/stock-analysis in your project. Claude Code loads it when a task matches its description.
How do I install Stock Analysis in Codex?
Run `npx skills add Arthur19940725/stock-analysis-skill --skill stock-analysis -a codex`. Or copy the skill folder (the Arthur19940725/stock-analysis-skill repository) into .agents/skills/stock-analysis in your project. Codex loads it when a task matches its description.
Can I use Stock Analysis 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 Arthur19940725/stock-analysis-skill --skill stock-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/stock-analysis, .gemini/skills/stock-analysis, .github/skills/stock-analysis and .opencode/skills/stock-analysis in your project.
What does Stock Analysis need to run?
Going by SKILL.md and its folder, Stock Analysis needs the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Stock Analysis access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Stock Analysis safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. 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 Stock Analysis use?
No licence was found for Stock Analysis or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Stock Analysis use?
About 1.3k tokens (SKILL.md is roughly 5.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3.9k tokens, read only when the agent opens those files.
What are the alternatives to Stock Analysis?
Skills that share tags, products or a category with Stock Analysis: Stock API (zhangxiangliang/stock-api, 2k stars), Tushare Data (zillionare/zillionare, 321 stars), Tradingview MCP (atilaahmettaner/tradingview-mcp, 5k stars) and Digital Oracle (komako-workshop/digital-oracle, 878 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Stock Analysis?
Arthur19940725 (a GitHub user) maintains it in Arthur19940725/stock-analysis-skill, which has 102 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on August 20, 2026.
Source: Arthur19940725/stock-analysis-skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.