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。
Create and manage grid trading strategies with OpenMM. An agent skill from LeoYeAI/openclaw-master-skills.
Install Openmm Grid Trading
$ npx skills add LeoYeAI/openclaw-master-skills --skill openmm-grid-trading -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install LeoYeAI/openclaw-master-skills openmm-grid-trading --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/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/openmm/skills/grid-trading .claude/skills/openmm-grid-trading && 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 "openmm-grid-trading" agent skill from https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/openmm/skills/grid-trading into .claude/skills/openmm-grid-trading/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openmm-grid-trading", 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/LeoYeAI/openclaw-master-skills/tree/main/skills/openmm/skills/grid-tradingType 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 LeoYeAI/openclaw-master-skills --skill openmm-grid-trading -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install LeoYeAI/openclaw-master-skills openmm-grid-trading --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/openmm/skills/grid-trading .agents/skills/openmm-grid-trading && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "openmm-grid-trading" agent skill from https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/openmm/skills/grid-trading into .agents/skills/openmm-grid-trading/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openmm-grid-trading", 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 LeoYeAI/openclaw-master-skills --skill openmm-grid-trading -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install LeoYeAI/openclaw-master-skills openmm-grid-trading --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/openmm/skills/grid-trading .cursor/skills/openmm-grid-trading && 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 "openmm-grid-trading" agent skill from https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/openmm/skills/grid-trading into .cursor/skills/openmm-grid-trading/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openmm-grid-trading", 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/LeoYeAI/openclaw-master-skills.git --path skills/openmm/skills/grid-trading--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 LeoYeAI/openclaw-master-skills --skill openmm-grid-trading -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install LeoYeAI/openclaw-master-skills openmm-grid-trading --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/openmm/skills/grid-trading .gemini/skills/openmm-grid-trading && 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 "openmm-grid-trading" agent skill from https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/openmm/skills/grid-trading into .gemini/skills/openmm-grid-trading/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openmm-grid-trading", 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 LeoYeAI/openclaw-master-skills openmm-grid-tradingInstalls 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 LeoYeAI/openclaw-master-skills --skill openmm-grid-trading -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/openmm/skills/grid-trading .github/skills/openmm-grid-trading && 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 "openmm-grid-trading" agent skill from https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/openmm/skills/grid-trading into .github/skills/openmm-grid-trading/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openmm-grid-trading", 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 LeoYeAI/openclaw-master-skills --skill openmm-grid-trading -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install LeoYeAI/openclaw-master-skills openmm-grid-trading --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LeoYeAI/openclaw-master-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/openmm/skills/grid-trading .opencode/skills/openmm-grid-trading && 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 "openmm-grid-trading" agent skill from https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/openmm/skills/grid-trading into .opencode/skills/openmm-grid-trading/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "openmm-grid-trading", 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
openmm-grid-trading- GitHub stars
- 2.2k
- Token cost
- ~1.8k tokens
- SKILL.md length
- 607 words
- Files
- 1
- Skills in repo
- 1,235
- Repo updated
- First seen
- Licence
- MIT
At a glance
Create and manage grid trading strategies with OpenMM. An agent skill from LeoYeAI/openclaw-master-skills.
- Works in 4 steps: Dry Run First (Always!) → Start Grid with Defaults → Custom Configuration → …
- Tasks that involve Trading and backtesting
- SKILL.md covers What is Grid Trading?, When to Use, Quick Start and Command Options, plus 8 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Openmm Grid Trading is an agent skill from LeoYeAI/openclaw-master-skills. Create and manage grid trading strategies with OpenMM. Automated buy/sell around center price.
Its SKILL.md is about 1.8k 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: 🧠 Curated collection of 1209+ best OpenClaw skills — weekly updated by MyClaw.ai. The licence is MIT.
When your agent uses it
- Tasks that involve Trading and backtesting
Example prompts
- “/openmm-grid-trading”
Requirements
- A credential in MEXC_API_KEY
- A credential in GATEIO_API_KEY
Workflow steps
4 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit e5199b5. 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 bash and json).
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
Openmm Grid Trading loads about 1.8k tokens when it runs. Until then it costs about 29 tokens; SKILL.md has 607 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 LeoYeAI/openclaw-master-skills at commit e5199b5, republished under its MIT licence (© LeoYeAI). 607 words, ~1,831 tokens.
Download SKILL.mdSave it as
.claude/skills/openmm-grid-trading/SKILL.md (or your agent's skills folder).- name
- openmm-grid-trading
- description
- Create and manage grid trading strategies with OpenMM. Automated buy/sell around center price.
- version
- 0.1.0
- tags
- openmm, grid, trading, strategy, automation
OpenMM Grid Trading
Create automated grid trading strategies that profit from market volatility.
What is Grid Trading?
Grid trading places multiple buy and sell orders at preset price intervals around the current center price. As price oscillates, the bot automatically:
- Buys low — places buy orders below the center price
- Sells high — places sell orders above the center price
- Profits from volatility — each complete cycle captures the spread
The grid uses levels per side and spacing to distribute orders. With 5 levels and 2% spacing (linear), orders are placed at 2%, 4%, 6%, 8%, 10% from center on both sides (10 total orders).
When to Use
Good for:
- Sideways/ranging markets
- High volatility pairs
- Passive income generation
- 24/7 automated trading
Avoid when:
- Strong trending markets (risk of holding losing positions)
- Low liquidity pairs
- High fee environments
Quick Start
1. Dry Run First (Always!)
openmm trade --strategy grid --exchange mexc --symbol INDY/USDT --dry-run2. Start Grid with Defaults
openmm trade --strategy grid --exchange mexc --symbol INDY/USDT3. Custom Configuration
openmm trade --strategy grid --exchange mexc --symbol INDY/USDT \
--levels 5 \
--spacing 0.02 \
--size 50 \
--max-position 0.6 \
--safety-reserve 0.34. Stop the Strategy
Press Ctrl+C to gracefully stop. The system will:
- Cancel all open orders
- Disconnect from exchange
- Display final status
Command Options
Required Parameters
--strategy grid— Specifies grid trading strategy--exchange <exchange>— Exchange to trade on (mexc, bitget, gateio, kraken)--symbol <symbol>— Trading pair (e.g., INDY/USDT, SNEK/USDT, ADA/EUR)
Grid Parameters
| Parameter | Description | Default |
|---|---|---|
--levels <number> | Grid levels each side (max: 10, total = levels x 2) | 5 |
--spacing <decimal> | Base price spacing between levels (0.02 = 2%) | 0.02 |
--size <number> | Base order size in quote currency | 50 |
--confidence <decimal> | Minimum price confidence to trade | 0.6 |
--deviation <decimal> | Price deviation to trigger grid recreation | 0.015 |
--debounce <ms> | Delay between grid adjustments | 2000 |
--max-position <decimal> | Max position size as % of balance | 0.8 |
--safety-reserve <decimal> | Safety reserve as % of balance | 0.2 |
--dry-run | Simulate without placing real orders | — |
Dynamic Grid Parameters
| Parameter | Description | Default |
|---|---|---|
--spacing-model <model> | linear, geometric, or custom | linear |
--spacing-factor <number> | Geometric spacing multiplier per level | 1.3 |
--size-model <model> | flat, pyramidal, or custom | flat |
--grid-profile <path> | Load grid config from a JSON profile file | — |
Volatility Parameters
| Parameter | Description | Default |
|---|---|---|
--volatility | Enable volatility-based spread adjustment | off |
--volatility-low <decimal> | Low volatility threshold | 0.02 |
--volatility-high <decimal> | High volatility threshold | 0.05 |
Spacing Models
Linear (default): Equal spacing between all levels.
With --spacing 0.02 and 5 levels:
Level 1: 2% from center
Level 2: 4% from center
Level 3: 6% from center
Level 4: 8% from center
Level 5: 10% from centerGeometric: Tighter spacing near center, wider gaps at outer levels.
openmm trade --strategy grid --exchange kraken --symbol BTC/USD \
--levels 5 --spacing 0.005 --spacing-model geometric --spacing-factor 1.5Level 1: 0.50% from center
Level 2: 1.25% from center
Level 3: 2.38% from center
Level 4: 4.06% from center
Level 5: 6.59% from centerCustom: Define exact spacing offsets per level using a grid profile JSON file.
Show full SKILL.md (228 more words)Show less
Size Models
Flat (default): All levels get equal order sizes.
Pyramidal: Larger orders near center price where fills are more likely, tapering at outer levels.
openmm trade --strategy grid --exchange mexc --symbol INDY/USDT \
--levels 5 --size 50 --size-model pyramidalGrid Profiles
JSON files for complete grid configuration:
{
"name": "balanced-geometric",
"description": "Geometric spacing with pyramidal sizing",
"levels": 10,
"spacingModel": "geometric",
"baseSpacing": 0.005,
"spacingFactor": 1.3,
"sizeModel": "pyramidal",
"baseSize": 50
}openmm trade --strategy grid --exchange gateio --symbol SNEK/USDT \
--grid-profile ./profiles/balanced-geometric.jsonVolatility-Based Spread Adjustment
When enabled, the grid automatically widens during volatile conditions and tightens when the market calms. Tracks price changes over a 5-minute rolling window.
- Below low threshold (default 2%): Normal spacing (1.0x)
- Between thresholds: Elevated spacing (1.5x)
- Above high threshold (default 5%): Wide spacing (2.0x)
openmm trade --strategy grid --exchange mexc --symbol INDY/USDT \
--levels 10 \
--spacing 0.005 \
--spacing-model geometric \
--spacing-factor 1.3 \
--size-model pyramidal \
--size 5 \
--volatilityTrading Examples
Conservative
openmm trade --strategy grid --exchange bitget --symbol SNEK/USDT \
--levels 2 \
--spacing 0.02 \
--size 20Active
openmm trade --strategy grid --exchange mexc --symbol BTC/USDT \
--levels 7 \
--spacing 0.005 \
--size 25Dynamic (Geometric + Pyramidal)
openmm trade --strategy grid --exchange kraken --symbol SNEK/EUR \
--levels 10 \
--spacing 0.005 \
--spacing-model geometric \
--spacing-factor 1.5 \
--size-model pyramidal \
--size 5Risk Management
--max-position— Maximum % of balance used for trading (default: 80%)--safety-reserve— % of balance kept as reserve (default: 20%)--confidence— Minimum price confidence required (default: 60%)- Grid is automatically recreated when orders are filled
- Adjusts to significant price movements (configurable via
--deviation)
Exchange-Specific Notes
MEXC/Gate.io: Minimum order value 1 USDT per order Bitget: Minimum 1 USDT. Requires API key, secret, and passphrase. 6 decimal price precision for SNEK/NIGHT pairs. Kraken: Minimum 5 EUR/USD per order. Supports major fiat pairs (EUR, USD, GBP).
Tips for Agents
- Always dry-run first — show user the plan before executing
- Check balance — verify sufficient funds with
openmm balance --exchange <ex> - Check current price — use
openmm ticker --exchange <ex> --symbol <sym> - Respect minimum order values — ensure
--sizedivided by--levelsmeets exchange minimums - Use Ctrl+C to stop — graceful shutdown cancels all open orders
© LeoYeAI, MIT. 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/openmm/skills/grid-trading of LeoYeAI/openclaw-master-skills.
Open the folder on GitHubat commit e5199b5
Compare with similar skills
Openmm Grid Trading 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 |
|---|---|---|---|---|---|---|
| Openmm Grid Trading this skillLeoYeAI/openclaw-master-skills | 2.2k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Tushare Datazillionare/zillionare | 322 | 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 | 878 | — | ~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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Categories
Questions about Openmm Grid Trading
What does Openmm Grid Trading do?
Create and manage grid trading strategies with OpenMM. An agent skill from LeoYeAI/openclaw-master-skills. Openmm Grid Trading is an agent skill from LeoYeAI/openclaw-master-skills. Create and manage grid trading strategies with OpenMM.
When should I use Openmm Grid Trading?
Openmm Grid Trading fits situations like: tasks that involve Trading and backtesting.
How do I install Openmm Grid Trading in Claude Code?
Run `npx skills add LeoYeAI/openclaw-master-skills --skill openmm-grid-trading -a claude-code`. Or copy the skill folder (skills/openmm/skills/grid-trading in LeoYeAI/openclaw-master-skills) into .claude/skills/openmm-grid-trading in your project. Claude Code loads it when a task matches its description.
How do I install Openmm Grid Trading in Codex?
Run `npx skills add LeoYeAI/openclaw-master-skills --skill openmm-grid-trading -a codex`. Or copy the skill folder (skills/openmm/skills/grid-trading in LeoYeAI/openclaw-master-skills) into .agents/skills/openmm-grid-trading in your project. Codex loads it when a task matches its description.
Can I use Openmm Grid Trading 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 LeoYeAI/openclaw-master-skills --skill openmm-grid-trading -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/openmm-grid-trading, .gemini/skills/openmm-grid-trading, .github/skills/openmm-grid-trading and .opencode/skills/openmm-grid-trading in your project.
What does Openmm Grid Trading need to run?
SKILL.md names no scripts, command-line tools or credentials: Openmm Grid Trading is instructions for the agent only. Our summary lists: A credential in MEXC_API_KEY; A credential in GATEIO_API_KEY.
Does Openmm Grid Trading 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 Openmm Grid Trading 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 Openmm Grid Trading use?
Openmm Grid Trading is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Openmm Grid Trading 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 Openmm Grid Trading?
Skills that share tags, products or a category with Openmm Grid Trading: Tushare Data (zillionare/zillionare, 322 stars), Tradingview MCP (atilaahmettaner/tradingview-mcp, 5k stars), Digital Oracle (komako-workshop/digital-oracle, 878 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 Openmm Grid Trading?
LeoYeAI (a GitHub user) maintains it in LeoYeAI/openclaw-master-skills, which has 2,161 GitHub stars. The repository holds 1,235 skills in this directory. The repository was last updated on July 20, 2026.
Source: LeoYeAI/openclaw-master-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.