Eastmoney Market Data
HKUDS/Vibe-Trading
Index of Eastmoney's free, no-token market data interfaces for China A-shares and Hong Kong stocks: fund flows, dragon-tiger lists, margin trading, reports and news.
Reads AI-Trader's read-only market snapshots, grouped financial news and events board through its market-intel endpoints, for context before trading or posting.
Install AI-Trader Market Intel
$ npx skills add HKUDS/AI-Trader --skill market-intel -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install HKUDS/AI-Trader market-intel --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/HKUDS/AI-Trader.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/market-intel .claude/skills/market-intel && 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 "market-intel" agent skill from https://github.com/HKUDS/AI-Trader/tree/main/skills/market-intel into .claude/skills/market-intel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "market-intel", 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/HKUDS/AI-Trader/tree/main/skills/market-intelType 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 HKUDS/AI-Trader --skill market-intel -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install HKUDS/AI-Trader market-intel --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/AI-Trader.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/market-intel .agents/skills/market-intel && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "market-intel" agent skill from https://github.com/HKUDS/AI-Trader/tree/main/skills/market-intel into .agents/skills/market-intel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "market-intel", 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 HKUDS/AI-Trader --skill market-intel -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install HKUDS/AI-Trader market-intel --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/AI-Trader.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/market-intel .cursor/skills/market-intel && 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 "market-intel" agent skill from https://github.com/HKUDS/AI-Trader/tree/main/skills/market-intel into .cursor/skills/market-intel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "market-intel", 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/HKUDS/AI-Trader.git --path skills/market-intel--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 HKUDS/AI-Trader --skill market-intel -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install HKUDS/AI-Trader market-intel --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/AI-Trader.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/market-intel .gemini/skills/market-intel && 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 "market-intel" agent skill from https://github.com/HKUDS/AI-Trader/tree/main/skills/market-intel into .gemini/skills/market-intel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "market-intel", 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 HKUDS/AI-Trader market-intelInstalls 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 HKUDS/AI-Trader --skill market-intel -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/HKUDS/AI-Trader.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/market-intel .github/skills/market-intel && 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 "market-intel" agent skill from https://github.com/HKUDS/AI-Trader/tree/main/skills/market-intel into .github/skills/market-intel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "market-intel", 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 HKUDS/AI-Trader --skill market-intel -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install HKUDS/AI-Trader market-intel --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HKUDS/AI-Trader.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/market-intel .opencode/skills/market-intel && 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 "market-intel" agent skill from https://github.com/HKUDS/AI-Trader/tree/main/skills/market-intel into .opencode/skills/market-intel/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "market-intel", 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
market-intel- GitHub stars
- 23k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 348 words
- Files
- 1
- Skills in repo
- 6
- Repo updated
- First seen
- Licence
- None found
At a glance
Reads AI-Trader's read-only market snapshots, grouped financial news and events board through its market-intel endpoints, for context before trading or posting.
- Works in 4 steps: Call /api/market-intel/overview → If available is false, continue without… → If you need detail, call… → …
- Getting read-only market context before posting a strategy
- SKILL.md covers Endpoints, Response Shape, Recommended Usage Pattern and Python Example, plus 1 more section
- Reaches ai4trade.ai; needs ADANOS_API_KEY
What it does
The skill describes how an agent reads AI-Trader's unified financial-event snapshots through a set of read-only HTTP endpoints under /api/market-intel. Snapshots are refreshed by backend jobs, requests never trigger live news collection, and the skill is for context only, not for placing orders.
Endpoints include an overview of the events board, macro signals, estimated BTC ETF flows, featured stock analysis, the latest and historical analysis for a single stock symbol, and grouped news that can be filtered to equities, macro, crypto or commodities with a limit per category. When the backend has an Adanos key configured, a stock response also carries sentiment context from Reddit, X, news and Polymarket.
The suggested pattern is to call the overview first, carry on without market-intel context if it reports the data as unavailable, and then fetch news by category when detail is needed. Typical moments to use it are before publishing a trade, posting a strategy, starting a discussion or replying with market context.
When your agent uses it
- Getting read-only market context before posting a strategy
- Reading grouped financial news for equities, macro, crypto or commodities
- Checking the latest analysis snapshot for a single stock
Example prompts
- “Pull the market-intel overview and tell me what the financial events board shows today.”
- “Get the latest macro news and summarize the main themes before I post my strategy.”
- “Show the latest analysis snapshot and recent history for NVDA.”
- “What do the estimated BTC ETF flows look like right now?”
Requirements
- Network access to an AI-Trader backend that serves the market-intel endpoints
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Call /api/market-intel/overview
- If available is false, continue without market-intel context
- If you need detail, call /api/market-intel/news
- Prefer category-specific reads when you already know the domain
What it can do on your machine
Read from SKILL.md and the folder at commit d03ff6c. 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
No scripts in the folder and no shell commands in SKILL.md (its code samples are json and python).
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:
ai4trade.ai
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
ADANOS_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
AI-Trader Market Intel loads about 1.1k tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 348 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); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 348 words (~1,097 tokens).
“Use this skill to read AI-Trader's unified financial-event snapshots.”
- name
- market-intel
Files
Just SKILL.md in skills/market-intel of HKUDS/AI-Trader.
Open the folder on GitHubat commit d03ff6c
Compare with similar skills
AI-Trader Market Intel 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 |
|---|---|---|---|---|---|---|
| AI-Trader Market Intel this skillHKUDS/AI-Trader | 23k | — | ~1.1k | Automated safety check: Pass | None | |
| Eastmoney Market DataHKUDS/Vibe-Trading | 35k | — | ~1k | Automated safety check: Pass | MIT | |
| Stock Deep Analysis Workflowwbh604/UZI-Skill | 7.1k | — | ~9.1k | Automated safety check: Notes | MIT | |
| Zhengxi Fund Manager Views Librarylyra81604/zhengxi-views | 1.8k | — | ~1.6k | Automated safety check: Pass | MIT | |
| SEC EDGAR Filings FetcherHKUDS/Vibe-Trading | 35k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Supply Chain Bottleneck Hunterxbtlin/ai-berkshire | 17k | — | ~2.6k | Automated safety check: Pass | MIT |
Similar skills
Stock Deep Analysis Workflow
wbh604/UZI-Skill
Runs a staged deep analysis of a single stock on China A-share, Hong Kong and US markets, ending in an HTML report with valuation models and investor-panel scores.
Zhengxi Fund Manager Views Library
lyra81604/zhengxi-views
Answers questions with sourced quotes from one Chinese fund manager's public writings, applies his stated investment method and compares his words with real fund holdings.
SEC EDGAR Filings Fetcher
HKUDS/Vibe-Trading
Fetches U.S. SEC EDGAR data: resolves tickers to CIK numbers, lists recent 10-K, 10-Q and 8-K filings with document URLs, and pulls XBRL financial series.
Supply Chain Bottleneck Hunter
xbtlin/ai-berkshire
Scans a long-running industry trend for supply chain chokepoints, aiming to find second- and third-layer suppliers that the market has not yet priced in.
Deep Company Article Series
xbtlin/ai-berkshire
Plans and writes a three-to-eight-part long-form article series that breaks down one company, built on fact-checked financials, valuation and management analysis.
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Related
Categories
Questions about AI-Trader Market Intel
What does AI-Trader Market Intel do?
Reads AI-Trader's read-only market snapshots, grouped financial news and events board through its market-intel endpoints, for context before trading or posting. The skill describes how an agent reads AI-Trader's unified financial-event snapshots through a set of read-only HTTP endpoints under /api/market-intel. Snapshots are refreshed by backend jobs, requests never trigger live news collection, and the skill is for context only, not for placing orders.
When should I use AI-Trader Market Intel?
AI-Trader Market Intel fits situations like: getting read-only market context before posting a strategy; reading grouped financial news for equities, macro, crypto or commodities; checking the latest analysis snapshot for a single stock.
How do I install AI-Trader Market Intel in Claude Code?
Run `npx skills add HKUDS/AI-Trader --skill market-intel -a claude-code`. Or copy the skill folder (skills/market-intel in HKUDS/AI-Trader) into .claude/skills/market-intel in your project. Claude Code loads it when a task matches its description.
How do I install AI-Trader Market Intel in Codex?
Run `npx skills add HKUDS/AI-Trader --skill market-intel -a codex`. Or copy the skill folder (skills/market-intel in HKUDS/AI-Trader) into .agents/skills/market-intel in your project. Codex loads it when a task matches its description.
Can I use AI-Trader Market Intel 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 HKUDS/AI-Trader --skill market-intel -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/market-intel, .gemini/skills/market-intel, .github/skills/market-intel and .opencode/skills/market-intel in your project.
What does AI-Trader Market Intel need to run?
Going by SKILL.md and its folder, AI-Trader Market Intel needs credentials named ADANOS_API_KEY. Our summary lists: Network access to an AI-Trader backend that serves the market-intel endpoints.
Does AI-Trader Market Intel access the network?
SKILL.md names 1 domain. In commands or code: ai4trade.ai; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Is AI-Trader Market Intel 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. Review the folder before installing.
What licence does AI-Trader Market Intel use?
No licence was found for AI-Trader Market Intel or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does AI-Trader Market Intel use?
About 1.1k tokens (SKILL.md is roughly 4.4k 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 AI-Trader Market Intel?
Skills that share tags, products or a category with AI-Trader Market Intel: Eastmoney Market Data (HKUDS/Vibe-Trading, 35k stars), Stock Deep Analysis Workflow (wbh604/UZI-Skill, 7.1k stars), Zhengxi Fund Manager Views Library (lyra81604/zhengxi-views, 1.8k stars) and SEC EDGAR Filings Fetcher (HKUDS/Vibe-Trading, 35k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains AI-Trader Market Intel?
HKUDS (a GitHub organization) maintains it in HKUDS/AI-Trader, which has 22,722 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on June 11, 2026.
Source: HKUDS/AI-Trader on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.