AI-Trader Market Intel
HKUDS/AI-Trader
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.
Pulls mainland China A-share data from HiThink's official API: limit-up pools, dragon-tiger lists, hot rankings, move explanations, financial statements, quote snapshots and daily candles.
SKILL.md written in Chinese; this summary is our English description.
Install HiThink A-Share Market Data
$ npx skills add kansoku-trade/kansoku --skill hithink-a-share -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install kansoku-trade/kansoku hithink-a-share --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/kansoku-trade/kansoku.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/hithink-a-share .claude/skills/hithink-a-share && 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 "hithink-a-share" agent skill from https://github.com/kansoku-trade/kansoku/tree/main/.claude/skills/hithink-a-share into .claude/skills/hithink-a-share/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hithink-a-share", 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/kansoku-trade/kansoku/tree/main/.claude/skills/hithink-a-shareType 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 kansoku-trade/kansoku --skill hithink-a-share -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install kansoku-trade/kansoku hithink-a-share --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kansoku-trade/kansoku.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/hithink-a-share .agents/skills/hithink-a-share && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "hithink-a-share" agent skill from https://github.com/kansoku-trade/kansoku/tree/main/.claude/skills/hithink-a-share into .agents/skills/hithink-a-share/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hithink-a-share", 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 kansoku-trade/kansoku --skill hithink-a-share -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install kansoku-trade/kansoku hithink-a-share --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kansoku-trade/kansoku.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/hithink-a-share .cursor/skills/hithink-a-share && 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 "hithink-a-share" agent skill from https://github.com/kansoku-trade/kansoku/tree/main/.claude/skills/hithink-a-share into .cursor/skills/hithink-a-share/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hithink-a-share", 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/kansoku-trade/kansoku.git --path .claude/skills/hithink-a-share--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 kansoku-trade/kansoku --skill hithink-a-share -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install kansoku-trade/kansoku hithink-a-share --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kansoku-trade/kansoku.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/hithink-a-share .gemini/skills/hithink-a-share && 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 "hithink-a-share" agent skill from https://github.com/kansoku-trade/kansoku/tree/main/.claude/skills/hithink-a-share into .gemini/skills/hithink-a-share/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hithink-a-share", 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 kansoku-trade/kansoku hithink-a-shareInstalls 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 kansoku-trade/kansoku --skill hithink-a-share -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/kansoku-trade/kansoku.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/hithink-a-share .github/skills/hithink-a-share && 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 "hithink-a-share" agent skill from https://github.com/kansoku-trade/kansoku/tree/main/.claude/skills/hithink-a-share into .github/skills/hithink-a-share/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hithink-a-share", 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 kansoku-trade/kansoku --skill hithink-a-share -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install kansoku-trade/kansoku hithink-a-share --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kansoku-trade/kansoku.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/hithink-a-share .opencode/skills/hithink-a-share && 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 "hithink-a-share" agent skill from https://github.com/kansoku-trade/kansoku/tree/main/.claude/skills/hithink-a-share into .opencode/skills/hithink-a-share/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hithink-a-share", 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
hithink-a-share- GitHub stars
- 328
- Token cost
- ~1.8k tokens
- SKILL.md length
- 242 words
- Files
- 8 (incl. scripts)
- Skills in repo
- 13
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Pulls mainland China A-share data from HiThink's official API: limit-up pools, dragon-tiger lists, hot rankings, move explanations, financial statements, quote snapshots and daily candles.
- Reviewing today's limit-up stocks and how many days in a row each has hit the limit
- SKILL.md covers 何时用, 认证, 脚本一览 and CLI 示例, plus 4 more sections
- Runs Python scripts from its folder; calls python3; needs HITHINK_FINANCE_API_KEY
- Finding out why a mainland stock jumped or dropped, or checking the dragon-tiger list
What it does
This skill gives the agent six Python scripts that query HiThink's official finance API for stocks listed in mainland China. The special.py script switches with a --kind option between the limit-up pool, the consecutive limit-up ladder, the dragon-tiger list of institutional and hot-money activity, surging stocks, hot rankings with their history and trend, and explanations for abnormal price moves.
The other scripts return quote snapshots for several tickers at once or a paged view of the whole market, daily candlesticks over a day count or a date range, income statement, balance sheet, cash flow and financial indicator data by year or quarter, the trading calendar for the past year, and symbol search. An API key named HITHINK_FINANCE_API_KEY is required and is read from the repository's .env file; the scripts exit with code 2 when it is missing.
Coverage is limited to A-shares, whose codes look like 600519.SH. Minute-level candles, live market watching and Hong Kong or US stocks are out of scope, and the skill is meant for requests about a specific A-share stock or sector, not for market-wide US scans.
When your agent uses it
- Reviewing today's limit-up stocks and how many days in a row each has hit the limit
- Finding out why a mainland stock jumped or dropped, or checking the dragon-tiger list
- Pulling official income statement, balance sheet or cash flow figures for an A-share company
- Looking up a quote snapshot or daily candles for a ticker such as 600519.SH
Example prompts
- “Show me the limit-up pool and the consecutive-board ladder for today.”
- “Why did 000001.SZ move so sharply? Check the anomaly explanations.”
- “Pull quarterly income statement data and financial indicators for 600519.SH.”
- “Which stocks are on the hot ranking list, and how has that ranking trended lately?”
Requirements
- Python to run the bundled scripts
- A HITHINK_FINANCE_API_KEY, normally kept in the repository's .env file
- Network access to HiThink's API
What it can do on your machine
Read from SKILL.md and the folder at commit 8fa9a03. 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), which the agent can run.
Shell commands in SKILL.md call:
python3
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 these keys or tokens, usually read from environment variables:
HITHINK_FINANCE_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
HiThink A-Share Market Data loads about 1.8k tokens when it runs. Until then it costs about 28 tokens; SKILL.md has 242 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NoteMentions a .env fileSKILL.md:29
需要 `HITHINK_FINANCE_API_KEY`（已在仓库根 `.env` 里配置，脚本通过 `_shared/env.py` 自动加载，无需手动 `source`）。缺失时脚本报 `exit_code=2`，提示去 `.env` - NoteMentions a .env fileSKILL.md:120
CE_API_KEY` | 提示用户去 `.env` 补 key
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 242 words (~1,830 tokens).
“Longbridge 不覆盖 A 股的短线情绪与官方口径财报数据，这个 skill 补这块盲区。触发词：”
- name
- hithink-a-share
Files
SKILL.md and 7 other files (scripts) in .claude/skills/hithink-a-share of kansoku-trade/kansoku.
- SKILL.md
- scripts/_common.py
- scripts/calendar.py
- scripts/financials.py
- scripts/kline.py
- scripts/search.py
- scripts/snapshot.py
- scripts/special.py
Open the folder on GitHubat commit 8fa9a03
Compare with similar skills
HiThink A-Share Market Data 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 |
|---|---|---|---|---|---|---|
| HiThink A-Share Market Data this skillkansoku-trade/kansoku | 328 | — | ~1.8k | Automated safety check: Notes | Custom licence | |
| AI-Trader Market IntelHKUDS/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 |
Similar skills
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.
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
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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.
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Related
Categories
Questions about HiThink A-Share Market Data
What does HiThink A-Share Market Data do?
Pulls mainland China A-share data from HiThink's official API: limit-up pools, dragon-tiger lists, hot rankings, move explanations, financial statements, quote snapshots and daily candles. This skill gives the agent six Python scripts that query HiThink's official finance API for stocks listed in mainland China.py script switches with a --kind option between the limit-up pool, the consecutive limit-up ladder, the dragon-tiger list of institutional and hot-money activity, surging stocks, hot rankings with their history and trend, and explanations for abnormal price moves.
When should I use HiThink A-Share Market Data?
HiThink A-Share Market Data fits situations like: reviewing today's limit-up stocks and how many days in a row each has hit the limit; finding out why a mainland stock jumped or dropped, or checking the dragon-tiger list; pulling official income statement, balance sheet or cash flow figures for an A-share company; looking up a quote snapshot or daily candles for a ticker such as 600519.SH.
How do I install HiThink A-Share Market Data in Claude Code?
Run `npx skills add kansoku-trade/kansoku --skill hithink-a-share -a claude-code`. Or copy the skill folder (.claude/skills/hithink-a-share in kansoku-trade/kansoku) into .claude/skills/hithink-a-share in your project. Claude Code loads it when a task matches its description.
How do I install HiThink A-Share Market Data in Codex?
Run `npx skills add kansoku-trade/kansoku --skill hithink-a-share -a codex`. Or copy the skill folder (.claude/skills/hithink-a-share in kansoku-trade/kansoku) into .agents/skills/hithink-a-share in your project. Codex loads it when a task matches its description.
Can I use HiThink A-Share Market Data 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 kansoku-trade/kansoku --skill hithink-a-share -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hithink-a-share, .gemini/skills/hithink-a-share, .github/skills/hithink-a-share and .opencode/skills/hithink-a-share in your project.
What does HiThink A-Share Market Data need to run?
Going by SKILL.md and its folder, HiThink A-Share Market Data needs Python for the scripts in its folder, the command-line tools its instructions call (python3) and credentials named HITHINK_FINANCE_API_KEY. Our summary lists: Python to run the bundled scripts; A HITHINK_FINANCE_API_KEY, normally kept in the repository's .env file; Network access to HiThink's API.
Does HiThink A-Share Market Data 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 HiThink A-Share Market Data safe to install?
Our automated static check of SKILL.md found notes only (mentions a .env file), 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 HiThink A-Share Market Data use?
HiThink A-Share Market Data 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 HiThink A-Share Market Data use?
About 1.8k tokens (SKILL.md is roughly 7.3k 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 HiThink A-Share Market Data?
Skills that share tags, products or a category with HiThink A-Share Market Data: AI-Trader Market Intel (HKUDS/AI-Trader, 23k stars), Eastmoney Market Data (HKUDS/Vibe-Trading, 35k stars), Stock Deep Analysis Workflow (wbh604/UZI-Skill, 7.1k stars) and Zhengxi Fund Manager Views Library (lyra81604/zhengxi-views, 1.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains HiThink A-Share Market Data?
kansoku-trade (a GitHub organization) maintains it in kansoku-trade/kansoku, which has 328 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on September 26, 2026.
Source: kansoku-trade/kansoku on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.