Agent skill

Tradingagents Analysis

by KylinMountain in KylinMountain/TradingAgents-AShare

A股多智能体 AI 投研分析工具 — 15 名 AI 分析师协作完成技术分析、基本面分析、 市场情绪研判、资金流向追踪(北向资金/主力资金)、宏观经济分析及博弈论推演, 输出结构化买卖建议与风险评估。支持沪深 A 股股票代码和中文名称。

Custom licenceAuto-check passedBusiness, Finance & HR

Install Tradingagents Analysis

skills CLI
$ npx skills add KylinMountain/TradingAgents-AShare --skill tradingagents-analysis -a claude-code

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

GitHub CLI
$ gh skill install KylinMountain/TradingAgents-AShare tradingagents-analysis --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/KylinMountain/TradingAgents-AShare.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/tradingagents-analysis .claude/skills/tradingagents-analysis && 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
tradingagents-analysis
GitHub stars
855
Token cost
~1.8k tokens
SKILL.md length
377 words
Files
2 (incl. scripts)
Skills in repo
1
Repo updated
First seen
Licence
Custom licence

At a glance

A股多智能体 AI 投研分析工具 — 15 名 AI 分析师协作完成技术分析、基本面分析、 市场情绪研判、资金流向追踪(北向资金/主力资金)、宏观经济分析及博弈论推演, 输出结构化买卖建议与风险评估。支持沪深 A 股股票代码和中文名称。

  • Works in 3 steps: 登录 https://app.510168.xyz → 进入 Settings → API Tokens 创建令牌 → 配置环境变量
  • Tasks that involve Stock and market analysis
  • SKILL.md covers 🎯 快速上手, 🤖 系统架构:五阶段 15 智能体, 🤖 System Architecture: 5… and 📋 适用场景, plus 8 more sections
  • Runs Shell scripts from its folder; calls bash and curl; needs TRADINGAGENTS_TOKEN

What it does

Tradingagents Analysis is an agent skill from KylinMountain/TradingAgents-AShare. A股多智能体 AI 投研分析工具 — 15 名 AI 分析师协作完成技术分析、基本面分析、 市场情绪研判、资金流向追踪(北向资金/主力资金)、宏观经济分析及博弈论推演, 输出结构化买卖建议与风险评估。支持沪深 A 股股票代码和中文名称。 Multi-agent AI stock analysis for China A-shares. 15 specialized analysts collaborate across technical analysis, fundamental analysis, sentiment analysis, smart money flow tracking, macro economics, and game theory to deliver structured buy/sell/hold recommendations with risk assessment.

Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/analyze.sh`).

It sits in Business, Finance & HR, covering Stock and market analysis, Customer feedback analysis and Multi-agent orchestration. The repository describes itself as: A 股多智能体智能投研系统 — 基于 TradingAgents 架构,15 名 AI Agent 模拟机构协作与实时辩论对抗,全流程可视化,支持 OpenClaw / Claude Code 集成,Docker 一键部署。

When your agent uses it

  • Tasks that involve Stock and market analysis
  • Tasks that involve Customer feedback analysis
  • Tasks that involve Multi-agent orchestration

Example prompts

  • “/tradingagents-analysis”

Requirements

  • Python 3
  • A Bash shell
  • A credential in TRADINGAGENTS_TOKEN

Workflow steps

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

  1. 登录 https://app.510168.xyz
  2. 进入 Settings → API Tokens 创建令牌
  3. 配置环境变量

What it can do on your machine

Read from SKILL.md and the folder at commit 63b25ed. 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/ (Shell), which the agent can run.

    Shell commands in SKILL.md call:

    • bash
    • curl

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

  • Network

    No URLs in SKILL.md. Its commands use curl, which can reach the network depending on how they are called.

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

  • Credentials

    Names these keys or tokens, usually read from environment variables:

    • TRADINGAGENTS_TOKEN

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

Context cost

Tradingagents Analysis loads about 1.8k tokens when it runs. Until then it costs about 108 tokens; SKILL.md has 377 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~108
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 377 words (~1,762 tokens).

“使用 TradingAgents API,让 15 名专业 AI 分析师对 A 股进行五阶段深度协作研判,输出结构化投资建议。”

— opening of SKILL.md by KylinMountain, Custom licence
name
tradingagents-analysis
version
0.6.1
homepage
https://app.510168.xyz
repository
https://github.com/KylinMountain/TradingAgents-AShare
tags
stock-analysis, A-share, A股, 股票分析, 股票, 炒股, 选股, 荐股, trading, investment, 投资, 投研, 量化投研, 研报, 盘后分析, 复盘, multi-agent, 多智能体, AI分析, AI炒股, technical-analysis, 技术分析…

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file (scripts) in skills/tradingagents-analysis of KylinMountain/TradingAgents-AShare.

  • SKILL.md
  • scripts/analyze.sh

Open the folder on GitHubat commit 63b25ed

Compare with similar skills

Tradingagents 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.

Tradingagents Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Tradingagents Analysis this skillKylinMountain/TradingAgents-AShare855—~1.8kAutomated safety check: PassCustom licence
Okx Sentiment Trackerdex-original/okx-agent-trade-kit1091 repos~3.8kAutomated safety check: PassMIT
Okx Sentiment Trackerokx/agent-skills186—~5.2kAutomated safety check: PassMIT
Market Analyst MasterOctagonAI/skills127—~2.5kAutomated safety check: PassMIT
Plan Mode Orchestratorokikusan-public/stock_skills135—~2.5kAutomated safety check: PassNone
Polymarket Tennislivetennisapi/livetennisapi-mcp152—~3kAutomated safety check: PassMIT

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Questions about Tradingagents Analysis

What does Tradingagents Analysis do?

A股多智能体 AI 投研分析工具 — 15 名 AI 分析师协作完成技术分析、基本面分析、 市场情绪研判、资金流向追踪(北向资金/主力资金)、宏观经济分析及博弈论推演, 输出结构化买卖建议与风险评估。支持沪深 A 股股票代码和中文名称。. Tradingagents Analysis is an agent skill from KylinMountain/TradingAgents-AShare. A股多智能体 AI 投研分析工具 — 15 名 AI 分析师协作完成技术分析、基本面分析、 市场情绪研判、资金流向追踪(北向资金/主力资金)、宏观经济分析及博弈论推演, 输出结构化买卖建议与风险评估。支持沪深 A 股股票代码和中文名称。 Multi-agent AI stock analysis for China A-shares.

When should I use Tradingagents Analysis?

Tradingagents Analysis fits situations like: tasks that involve Stock and market analysis; tasks that involve Customer feedback analysis; tasks that involve Multi-agent orchestration.

How do I install Tradingagents Analysis in Claude Code?

Run `npx skills add KylinMountain/TradingAgents-AShare --skill tradingagents-analysis -a claude-code`. Or copy the skill folder (skills/tradingagents-analysis in KylinMountain/TradingAgents-AShare) into .claude/skills/tradingagents-analysis in your project. Claude Code loads it when a task matches its description.

How do I install Tradingagents Analysis in Codex?

Run `npx skills add KylinMountain/TradingAgents-AShare --skill tradingagents-analysis -a codex`. Or copy the skill folder (skills/tradingagents-analysis in KylinMountain/TradingAgents-AShare) into .agents/skills/tradingagents-analysis in your project. Codex loads it when a task matches its description.

Can I use Tradingagents 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 KylinMountain/TradingAgents-AShare --skill tradingagents-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/tradingagents-analysis, .gemini/skills/tradingagents-analysis, .github/skills/tradingagents-analysis and .opencode/skills/tradingagents-analysis in your project.

What does Tradingagents Analysis need to run?

Going by SKILL.md and its folder, Tradingagents Analysis needs a shell for the scripts in its folder, the command-line tools its instructions call (bash and curl) and credentials named TRADINGAGENTS_TOKEN. Our summary lists: Python 3; A Bash shell; A credential in TRADINGAGENTS_TOKEN.

Does Tradingagents Analysis access the network?

SKILL.md contains no URLs. Its commands use curl, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Tradingagents 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 Tradingagents Analysis use?

Tradingagents Analysis has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Tradingagents Analysis use?

About 1.8k tokens (SKILL.md is roughly 7k 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 Tradingagents Analysis?

Skills that share tags, products or a category with Tradingagents Analysis: Okx Sentiment Tracker (dex-original/okx-agent-trade-kit, 109 stars), Okx Sentiment Tracker (okx/agent-skills, 186 stars), Market Analyst Master (OctagonAI/skills, 127 stars) and Plan Mode Orchestrator (okikusan-public/stock_skills, 135 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Tradingagents Analysis?

KylinMountain (a GitHub user) maintains it in KylinMountain/TradingAgents-AShare, which has 855 GitHub stars. The repository was last updated on September 18, 2026.

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