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.
基于5位公众号股票投资大V（猫笔刀、格兰投研、投资明见、财躺平、终身黑白）200+篇文章蒸馏形成的风格画像，通过 AI Agent 实现风格化投资分析，支持单大V复盘、多V并行对比、板块漏斗筛选、短线选股、组合复盘、财报点评、观点跟踪等多模式。当用户请求股票复盘、大V风格分析、多V对比、板块分析、短线选股、组合复盘、财报点评时使用。触发词：股票复盘、大V分析、模拟大V、风格化复盘、多V对比、每日…
Install Stock Analysis
$ npx skills add redfox-data/redfox-community --skill stock-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install redfox-data/redfox-community 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).
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/stock-analysis .claude/skills/stock-analysis && rm -rf skills-srcUse ~/.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/
Install the "stock-analysis" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/stock-analysis 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.
$skill-installer install https://github.com/redfox-data/redfox-community/tree/main/skills/stock-analysisType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add redfox-data/redfox-community --skill stock-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install redfox-data/redfox-community stock-analysis --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/stock-analysis .agents/skills/stock-analysis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "stock-analysis" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/stock-analysis 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 redfox-data/redfox-community --skill stock-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install redfox-data/redfox-community stock-analysis --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/stock-analysis .cursor/skills/stock-analysis && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills 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/redfox-data/redfox-community/tree/main/skills/stock-analysis 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.
$ gemini skills install https://github.com/redfox-data/redfox-community.git --path skills/stock-analysis--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add redfox-data/redfox-community --skill stock-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install redfox-data/redfox-community stock-analysis --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/stock-analysis .gemini/skills/stock-analysis && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "stock-analysis" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/stock-analysis 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 redfox-data/redfox-community 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 redfox-data/redfox-community --skill stock-analysis -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/stock-analysis .github/skills/stock-analysis && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "stock-analysis" agent skill from https://github.com/redfox-data/redfox-community/tree/main/skills/stock-analysis 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 redfox-data/redfox-community --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 redfox-data/redfox-community stock-analysis --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/redfox-data/redfox-community.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/stock-analysis .opencode/skills/stock-analysis && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills 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/redfox-data/redfox-community/tree/main/skills/stock-analysis 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
- 425
- Used in
- 1 other repo
- Token cost
- ~1.1k tokens
- SKILL.md length
- 292 words
- Files
- 19 (incl. scripts, references, assets)
- Skills in repo
- 123
- Repo updated
- First seen
- Licence
- None found
At a glance
基于5位公众号股票投资大V（猫笔刀、格兰投研、投资明见、财躺平、终身黑白）200+篇文章蒸馏形成的风格画像，通过 AI Agent 实现风格化投资分析，支持单大V复盘、多V并行对比、板块漏斗筛选、短线选股、组合复盘、财报点评、观点跟踪等多模式。当用户请求股票复盘、大V风格分析、多V对比、板块分析、短线选股、组合复盘、财报点评时使用。触发词：股票复盘、大V分析、模拟大V、风格化复盘、多V对比、每日…
- Works in 6 steps: ：环境准备 + AI 偏见自查 → ：盘面数据采集 → ：风格画像加载 → …
- Tasks that involve Stock and market analysis
- SKILL.md covers 📝 简介, ✨ 功能特性, 🔑 鉴权 and 快速开始, plus 4 more sections
- Runs Python scripts from its folder; calls python3 and pip; needs REDFOX_API_KEY
What it does
Stock Analysis is an agent skill from redfox-data/redfox-community. 基于5位公众号股票投资大V（猫笔刀、格兰投研、投资明见、财躺平、终身黑白）200+篇文章蒸馏形成的风格画像，通过 AI Agent 实现风格化投资分析，支持单大V复盘、多V并行对比、板块漏斗筛选、短线选股、组合复盘、财报点评、观点跟踪等多模式。当用户请求股票复盘、大V风格分析、多V对比、板块分析、短线选股、组合复盘、财报点评时使用。触发词：股票复盘、大V分析、模拟大V、风格化复盘、多V对比、每日复盘、板块分析、选股、组合复盘、财报点评、大V观点。
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 22 other files, including scripts, reference files and assets (for example `README.en.md`, `README.md` and `assets/article_template.md`).
It sits in Business, Finance & HR, covering Stock and market analysis. The repository describes itself as: 红狐数据（RedFoxHub） 技能合集：面向 Agent 的可复用 SKILL 集合，覆盖灵感、选题、文案创作、数据复盘等场景，持续更新。
When your agent uses it
- Tasks that involve Stock and market analysis
Example prompts
- “/stock-analysis”
Requirements
- Python 3
- A credential in REDFOX_API_KEY
Workflow steps
6 steps, taken from the step headings in SKILL.md.
- ：环境准备 + AI 偏见自查
- ：盘面数据采集
- ：风格画像加载
- ：内容生成
- ：质量审计
- ：画像增量更新
What it can do on your machine
Read from SKILL.md and the folder at commit 24d4093. 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 7 files in scripts/ (Python, from the files we listed), which the agent can run.
Shell commands in SKILL.md call:
python3pip
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
redfox.hk
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
REDFOX_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Stock Analysis loads about 1.1k tokens when it runs, and up to ~2.8k if it reads all its reference files. Until then it costs about 60 tokens; SKILL.md has 292 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 292 words (~1,149 tokens).
“将5位公众号股票投资大V的200+篇文章蒸馏为结构化风格画像（六维DNA：交易体系/市场判断/表达风格/内容深度/互动特征/热点图谱），通过 AI Agent 实现多模式风格化分析。盘面数据通过 WebSearch 实时采集并逐数值标注来源，生成内容经质量审计（表层+思维层双重校验）后准出。”
- name
- stock-analysis
Files
SKILL.md and 18 other files (scripts, references, assets) in skills/stock-analysis of redfox-data/redfox-community.
- SKILL.md
- README.en.md
- README.md
- assets/article_template.md
- profiles/投资明见_profile.json
- profiles/格兰投研_profile.json
- profiles/猫笔刀_profile.json
- profiles/终身黑白_profile.json
- profiles/财躺平_profile.json
- references/质量准出标准.md
- scripts/analyze.py
- scripts/common.py
- scripts/earnings.py
- scripts/fetch_market_data.py
- scripts/portfolio.py
- scripts/quality_audit.py
- scripts/stock_screen.py
- … and 2 more
Open the folder on GitHubat commit 24d4093
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in redfox-data/redfox-community, which our catalogue first saw on October 7, 2026.
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 skillredfox-data/redfox-community | 425 | 1 repos | ~1.1k | Automated safety check: Pass | None | |
| Stock APIzhangxiangliang/stock-api | 2k | — | ~507 | Automated safety check: Pass | MIT | |
| Tushare Datazillionare/zillionare | 319 | 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 | 870 | — | ~5.9k | Automated safety check: Pass | MIT | |
| Longbridge Researchhelsome/folio | 269 | 3 repos | ~2.1k | Automated safety check: Pass | MIT |
Similar skills
Tushare Data
zillionare/zillionare
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。
Tradingview MCP
atilaahmettaner/tradingview-mcp
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
komako-workshop/digital-oracle
Answer prediction questions using market trading data, not opinions.
Longbridge Research
helsome/folio
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
helsome/folio
Earnings analysis — pre- and post-earnings. An agent skill from helsome/folio.
More from redfox-data/redfox-community
All 123 skills in this repoGlobal AI News Brief
redfox-data/redfox-community
全球AI新闻简报 — 一个关键词同时搜索抖音、小红书、公众号、B站、快手、视频号、今日头条、TikTok、Instagram、X(Twitter)、YouTube 共 11 大平台，跨平台聚合后由 AI 生成智能摘要、热点聚类、舆情分析和深度解读报告，输出终端表格 + 交互式 HTML 报告。包含详细信息源列表，适用于各种AI…
Investor Distiller
redfox-data/redfox-community
公众号投资博主蒸馏器。通过公众号文章数据，自动提取交易体系、市场判断、表达风格、内容深度、互动特征、热点图谱、 人设基因七维DNA，输出结构化风格画像 profile。
Trending Hub Top10
redfox-data/redfox-community
基于每小时收录的抖音、微博、B站、快手、知乎、头条、百度等7大平台热点数据，聚合全网最热TOP10热点。支持回溯近7天热点。不支持具体热点的查询。
Wechat Account Analyzer
redfox-data/redfox-community
公众号账号诊断工具是对任意公众号账号进行四维度量化评分（内容健康度、用户活跃度、内容核心数据、运营规范性），对标行业平均水平，输出可落地的运营优化建议。
X Subscribe
redfox-data/redfox-community
X(Twitter)订阅账号推文工具 — 订阅 Twitter 名人账号（来源：榜单推荐 / 用户指定 @handle / 关注列表探索），每日早上 9:00 自动拉取订阅账号昨日最新推文，按账号分组生成 HTML 日报推送，无需手动操作。支持最多 100 个账号批量订阅、按日期过滤翻页、互动数据（浏览/点赞/转发/回复）展示与 AI 总结。当用户需要订阅 Twitter/X…
Xiaohongshu Inspiration
redfox-data/redfox-community
小红书内容灵感聚合技能，覆盖选题灵感全链路：关键词爆款笔记搜索（相关性/热度/时效三维评分）、批量获取作品数据（支持 Excel/HTML 导出）、每日爆款 TOP50 爆发榜、低粉爆款挖掘（粉丝<5000 点赞500）、账号日/周/月榜 TOP50、同阶对标与高阶标杆推荐。当用户需要小红书灵感、爆款搜索、笔记查询、批量获取作品、每日爆款、低粉爆款、账号榜单、涨粉榜、对标账号推荐时使用。触发词：…
Related
Categories
Questions about Stock Analysis
What does Stock Analysis do?
基于5位公众号股票投资大V（猫笔刀、格兰投研、投资明见、财躺平、终身黑白）200+篇文章蒸馏形成的风格画像，通过 AI Agent 实现风格化投资分析，支持单大V复盘、多V并行对比、板块漏斗筛选、短线选股、组合复盘、财报点评、观点跟踪等多模式。当用户请求股票复盘、大V风格分析、多V对比、板块分析、短线选股、组合复盘、财报点评时使用。触发词：股票复盘、大V分析、模拟大V、风格化复盘、多V对比、每日…. Stock Analysis is an agent skill from redfox-data/redfox-community.
When should I use Stock Analysis?
Stock Analysis fits situations like: tasks that involve Stock and market analysis.
How do I install Stock Analysis in Claude Code?
Run `npx skills add redfox-data/redfox-community --skill stock-analysis -a claude-code`. Or copy the skill folder (skills/stock-analysis in redfox-data/redfox-community) 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 redfox-data/redfox-community --skill stock-analysis -a codex`. Or copy the skill folder (skills/stock-analysis in redfox-data/redfox-community) 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 redfox-data/redfox-community --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 Python for the scripts in its folder, the command-line tools its instructions call (python3 and pip) and credentials named REDFOX_API_KEY. Our summary lists: Python 3; A credential in REDFOX_API_KEY.
Does Stock Analysis access the network?
SKILL.md names 1 domain. As links in the text: redfox.hk. 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 1.1k tokens (SKILL.md is roughly 4.6k 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 1.7k 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, 319 stars), Tradingview MCP (atilaahmettaner/tradingview-mcp, 5k stars) and Digital Oracle (komako-workshop/digital-oracle, 870 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Stock Analysis?
redfox-data (a GitHub user) maintains it in redfox-data/redfox-community, which has 425 GitHub stars. The repository holds 123 skills in this directory. The repository was last updated on October 8, 2026.
Source: redfox-data/redfox-community on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.