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。
Guides the user through exchange connectivity and configuration safely, without handling secrets in chat
Install Exchange Setup
$ npx skills add YicunAI/Pnlclaw-community --skill exchange-setup -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install YicunAI/Pnlclaw-community exchange-setup --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/YicunAI/Pnlclaw-community.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/exchange-setup .claude/skills/exchange-setup && 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 "exchange-setup" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/exchange-setup into .claude/skills/exchange-setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exchange-setup", 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/YicunAI/Pnlclaw-community/tree/main/skills/exchange-setupType 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 YicunAI/Pnlclaw-community --skill exchange-setup -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install YicunAI/Pnlclaw-community exchange-setup --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/YicunAI/Pnlclaw-community.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/exchange-setup .agents/skills/exchange-setup && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "exchange-setup" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/exchange-setup into .agents/skills/exchange-setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exchange-setup", 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 YicunAI/Pnlclaw-community --skill exchange-setup -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install YicunAI/Pnlclaw-community exchange-setup --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/YicunAI/Pnlclaw-community.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/exchange-setup .cursor/skills/exchange-setup && 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 "exchange-setup" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/exchange-setup into .cursor/skills/exchange-setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exchange-setup", 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/YicunAI/Pnlclaw-community.git --path skills/exchange-setup--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 YicunAI/Pnlclaw-community --skill exchange-setup -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install YicunAI/Pnlclaw-community exchange-setup --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/YicunAI/Pnlclaw-community.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/exchange-setup .gemini/skills/exchange-setup && 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 "exchange-setup" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/exchange-setup into .gemini/skills/exchange-setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exchange-setup", 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 YicunAI/Pnlclaw-community exchange-setupInstalls 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 YicunAI/Pnlclaw-community --skill exchange-setup -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/YicunAI/Pnlclaw-community.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/exchange-setup .github/skills/exchange-setup && 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 "exchange-setup" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/exchange-setup into .github/skills/exchange-setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exchange-setup", 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 YicunAI/Pnlclaw-community --skill exchange-setup -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install YicunAI/Pnlclaw-community exchange-setup --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/YicunAI/Pnlclaw-community.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/exchange-setup .opencode/skills/exchange-setup && 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 "exchange-setup" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/exchange-setup into .opencode/skills/exchange-setup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exchange-setup", 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
exchange-setup- GitHub stars
- 197
- Token cost
- ~394 tokens
- SKILL.md length
- 197 words
- Files
- 1
- Skills in repo
- 8
- Repo updated
- First seen
- Licence
- AGPL-3.0
At a glance
Guides the user through exchange connectivity and configuration safely, without handling secrets in chat
- Works in 4 steps: Confirm which exchange and whether the… → Explain that credentials must be stored… → Walk through high-level checklist:… → …
- Tasks that involve Trading and backtesting
- SKILL.md covers Description, Triggers, Steps and Tools Used, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Exchange Setup is an agent skill from YicunAI/Pnlclaw-community. Guides the user through exchange connectivity and configuration safely, without handling secrets in chat
Its SKILL.md is about 390 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Business, Finance & HR, covering Trading and backtesting. The repository describes itself as: PnLClaw — local-first crypto and prediction market quant engine. The licence is AGPL-3.0.
When your agent uses it
- Tasks that involve Trading and backtesting
Example prompts
- “Use the exchange-setup skill to guide the user through exchange connectivity and configuration safely, without handling secrets in chat”
- “/exchange-setup”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Confirm which exchange and whether the goal is market data only or broader integration.
- Explain that credentials must be stored via the product secure storage or OS secret flow—not pasted into chat.
- Walk through high-level checklist: create keys with minimal permissions, restrict IP if available, rotate periodically.
- Point to local configuration surfaces (e.g. environment and secure vault) per project docs—never echo or store keys in the conversation.
What it can do on your machine
Read from SKILL.md and the folder at commit 933014f. 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.
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
Exchange Setup loads about 394 tokens when it runs. Until then it costs about 30 tokens; SKILL.md has 197 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
The full file from YicunAI/Pnlclaw-community at commit 933014f, republished under its AGPL-3.0 licence (© YicunAI). 197 words, ~394 tokens.
Download SKILL.mdSave it as
.claude/skills/exchange-setup/SKILL.md (or your agent's skills folder).- name
- exchange-setup
- description
- Guides the user through exchange connectivity and configuration safely, without handling secrets in chat
- version
- 0.1.0
- tags
- exchange, setup, configuration
- user_invocable
- true
- model_invocable
- true
Exchange Setup
Description
Guides the user through exchange connectivity and configuration safely, without handling secrets in chat.
Triggers
- "How do I connect an exchange?"
- "Set up API keys for trading data"
Steps
- Confirm which exchange and whether the goal is market data only or broader integration.
- Explain that credentials must be stored via the product secure storage or OS secret flow—not pasted into chat.
- Walk through high-level checklist: create keys with minimal permissions, restrict IP if available, rotate periodically.
- Point to local configuration surfaces (e.g. environment and secure vault) per project docs—never echo or store keys in the conversation.
Tools Used
- None (guidance only): There is no direct tool for handling API keys in chat; use secure storage and local configuration only.
Example Interaction
User: Where do I put my Binance API key? Agent: Do not paste keys here. Use the project's secure secret storage or environment configuration on your machine. Create a read-only or minimal-scope key, restrict by IP if your exchange allows it, and verify connectivity through the official setup flow—not through this chat.
Notes
- API keys must go through secure storage; never place secrets in prompts, logs, or frontend storage.
© YicunAI, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in skills/exchange-setup of YicunAI/Pnlclaw-community.
Open the folder on GitHubat commit 933014f
Compare with similar skills
Exchange Setup 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 |
|---|---|---|---|---|---|---|
| Exchange Setup this skillYicunAI/Pnlclaw-community | 197 | — | ~394 | Automated safety check: Pass | AGPL-3.0 | |
| 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 | 875 | — | ~5.9k | Automated safety check: Pass | MIT | |
| Polyclawchainstacklabs/polyclaw | 359 | 1 repos | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Markdownfacioquo/stock-indicators-dotnet | 1.2k | — | ~812 | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Exchange Setup
What does Exchange Setup do?
Guides the user through exchange connectivity and configuration safely, without handling secrets in chat. Exchange Setup is an agent skill from YicunAI/Pnlclaw-community.
When should I use Exchange Setup?
Exchange Setup fits situations like: tasks that involve Trading and backtesting.
How do I install Exchange Setup in Claude Code?
Run `npx skills add YicunAI/Pnlclaw-community --skill exchange-setup -a claude-code`. Or copy the skill folder (skills/exchange-setup in YicunAI/Pnlclaw-community) into .claude/skills/exchange-setup in your project. Claude Code loads it when a task matches its description.
How do I install Exchange Setup in Codex?
Run `npx skills add YicunAI/Pnlclaw-community --skill exchange-setup -a codex`. Or copy the skill folder (skills/exchange-setup in YicunAI/Pnlclaw-community) into .agents/skills/exchange-setup in your project. Codex loads it when a task matches its description.
Can I use Exchange Setup 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 YicunAI/Pnlclaw-community --skill exchange-setup -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/exchange-setup, .gemini/skills/exchange-setup, .github/skills/exchange-setup and .opencode/skills/exchange-setup in your project.
What does Exchange Setup need to run?
SKILL.md names no scripts, command-line tools or credentials: Exchange Setup is instructions for the agent only.
Does Exchange Setup 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 Exchange Setup 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 Exchange Setup use?
Exchange Setup is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Exchange Setup use?
About 394 tokens (SKILL.md is roughly 1.6k 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 Exchange Setup?
Skills that share tags, products or a category with Exchange Setup: Tushare Data (zillionare/zillionare, 321 stars), Tradingview MCP (atilaahmettaner/tradingview-mcp, 5k stars), Digital Oracle (komako-workshop/digital-oracle, 875 stars) and Polyclaw (chainstacklabs/polyclaw, 359 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Exchange Setup?
YicunAI (a GitHub user) maintains it in YicunAI/Pnlclaw-community, which has 197 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on April 8, 2026.
Source: YicunAI/Pnlclaw-community on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.