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。
Helps users create quantitative strategies through guided conversation and validation
Install Strategy Draft
$ npx skills add YicunAI/Pnlclaw-community --skill strategy-draft -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install YicunAI/Pnlclaw-community strategy-draft --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/strategy-draft .claude/skills/strategy-draft && 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 "strategy-draft" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/strategy-draft into .claude/skills/strategy-draft/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "strategy-draft", 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/strategy-draftType 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 strategy-draft -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install YicunAI/Pnlclaw-community strategy-draft --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/strategy-draft .agents/skills/strategy-draft && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "strategy-draft" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/strategy-draft into .agents/skills/strategy-draft/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "strategy-draft", 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 strategy-draft -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install YicunAI/Pnlclaw-community strategy-draft --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/strategy-draft .cursor/skills/strategy-draft && 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 "strategy-draft" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/strategy-draft into .cursor/skills/strategy-draft/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "strategy-draft", 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/strategy-draft--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 strategy-draft -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install YicunAI/Pnlclaw-community strategy-draft --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/strategy-draft .gemini/skills/strategy-draft && 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 "strategy-draft" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/strategy-draft into .gemini/skills/strategy-draft/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "strategy-draft", 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 strategy-draftInstalls 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 strategy-draft -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/strategy-draft .github/skills/strategy-draft && 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 "strategy-draft" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/strategy-draft into .github/skills/strategy-draft/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "strategy-draft", 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 strategy-draft -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 strategy-draft --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/strategy-draft .opencode/skills/strategy-draft && 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 "strategy-draft" agent skill from https://github.com/YicunAI/Pnlclaw-community/tree/main/skills/strategy-draft into .opencode/skills/strategy-draft/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "strategy-draft", 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
strategy-draft- GitHub stars
- 197
- Token cost
- ~342 tokens
- SKILL.md length
- 145 words
- Files
- 1
- Skills in repo
- 8
- Repo updated
- First seen
- Licence
- AGPL-3.0
At a glance
Helps users create quantitative strategies through guided conversation and validation
- Works in 4 steps: Clarify the user's market, timeframe,… → Capture symbols, interval, parameters,… → Call strategy_validate with a complete… → …
- 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
Strategy Draft is an agent skill from YicunAI/Pnlclaw-community. Helps users create quantitative strategies through guided conversation and validation
Its SKILL.md is about 340 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 strategy-draft skill to help users create quantitative strategies through guided conversation and validation”
- “/strategy-draft”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Clarify the user's market, timeframe, and strategy intent (trend, mean reversion, etc.).
- Capture symbols, interval, parameters, and entry/exit ideas in structured form.
- Call strategy_validate with a complete strategy config object and iterate on errors.
- Summarize validated settings and any remaining assumptions.
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
Strategy Draft loads about 342 tokens when it runs. Until then it costs about 25 tokens; SKILL.md has 145 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). 145 words, ~342 tokens.
Download SKILL.mdSave it as
.claude/skills/strategy-draft/SKILL.md (or your agent's skills folder).- name
- strategy-draft
- description
- Helps users create quantitative strategies through guided conversation and validation
- version
- 0.1.0
- tags
- strategy, quant, drafting
- user_invocable
- true
- model_invocable
- true
- requires_tools
- strategy_validate
Strategy Draft
Description
Helps users create quantitative strategies through guided conversation and validation.
Triggers
- "Help me draft a trading strategy"
- "Validate my strategy configuration"
Steps
- Clarify the user's market, timeframe, and strategy intent (trend, mean reversion, etc.).
- Capture symbols, interval, parameters, and entry/exit ideas in structured form.
- Call
strategy_validatewith a complete strategy config object and iterate on errors. - Summarize validated settings and any remaining assumptions.
Tools Used
strategy_validate: Check parameter ranges, indicator availability, and config consistency before backtesting.
Example Interaction
User: I want a simple SMA crossover on BTC/USDT hourly with 10 and 50 periods.
Agent: Here is a draft config. I will run strategy_validate with symbols BTC/USDT, interval 1h, and parameters sma_short=10, sma_long=50. If validation passes, we can refine entry/exit rules or move to a backtest.
Notes
- Prefer explicit numeric parameters and one primary symbol set before adding complexity.
© 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/strategy-draft of YicunAI/Pnlclaw-community.
Open the folder on GitHubat commit 933014f
Compare with similar skills
Strategy Draft 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 |
|---|---|---|---|---|---|---|
| Strategy Draft this skillYicunAI/Pnlclaw-community | 197 | — | ~342 | Automated safety check: Pass | AGPL-3.0 | |
| 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 | |
| Fintoolsecond-state/fintool | 316 | 1 repos | ~5.9k | Automated safety check: Pass | None | |
| Polyclawchainstacklabs/polyclaw | 360 | 1 repos | ~2k | Automated safety check: Pass | Apache-2.0 |
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Markdown
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Related
Categories
Questions about Strategy Draft
What does Strategy Draft do?
Helps users create quantitative strategies through guided conversation and validation. Strategy Draft is an agent skill from YicunAI/Pnlclaw-community.
When should I use Strategy Draft?
Strategy Draft fits situations like: tasks that involve Trading and backtesting.
How do I install Strategy Draft in Claude Code?
Run `npx skills add YicunAI/Pnlclaw-community --skill strategy-draft -a claude-code`. Or copy the skill folder (skills/strategy-draft in YicunAI/Pnlclaw-community) into .claude/skills/strategy-draft in your project. Claude Code loads it when a task matches its description.
How do I install Strategy Draft in Codex?
Run `npx skills add YicunAI/Pnlclaw-community --skill strategy-draft -a codex`. Or copy the skill folder (skills/strategy-draft in YicunAI/Pnlclaw-community) into .agents/skills/strategy-draft in your project. Codex loads it when a task matches its description.
Can I use Strategy Draft 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 strategy-draft -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/strategy-draft, .gemini/skills/strategy-draft, .github/skills/strategy-draft and .opencode/skills/strategy-draft in your project.
What does Strategy Draft need to run?
SKILL.md names no scripts, command-line tools or credentials: Strategy Draft is instructions for the agent only.
Does Strategy Draft 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 Strategy Draft 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 Strategy Draft use?
Strategy Draft 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 Strategy Draft use?
About 342 tokens (SKILL.md is roughly 1.4k 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 Strategy Draft?
Skills that share tags, products or a category with Strategy Draft: Tushare Data (zillionare/zillionare, 319 stars), Tradingview MCP (atilaahmettaner/tradingview-mcp, 5k stars), Digital Oracle (komako-workshop/digital-oracle, 870 stars) and Fintool (second-state/fintool, 316 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Strategy Draft?
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.