Fintool
second-state/fintool
Financial trading CLIs — spot and perp trading on Hyperliquid, Binance, Coinbase, OKX.
Reference documentation for building, configuring and debugging automated trading strategies, market making and exchange connectors with Hummingbot.
Install Hummingbot Trading Bot Reference
$ npx skills add 2025Emma/vibe-coding-cn --skill hummingbot -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install 2025Emma/vibe-coding-cn hummingbot --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/2025Emma/vibe-coding-cn.git skills-src && mkdir -p .claude/skills && cp -r skills-src/i18n/zh/skills/hummingbot .claude/skills/hummingbot && 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 "hummingbot" agent skill from https://github.com/2025Emma/vibe-coding-cn/tree/main/i18n/zh/skills/hummingbot into .claude/skills/hummingbot/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hummingbot", 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/2025Emma/vibe-coding-cn/tree/main/i18n/zh/skills/hummingbotType 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 2025Emma/vibe-coding-cn --skill hummingbot -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install 2025Emma/vibe-coding-cn hummingbot --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/2025Emma/vibe-coding-cn.git skills-src && mkdir -p .agents/skills && cp -r skills-src/i18n/zh/skills/hummingbot .agents/skills/hummingbot && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "hummingbot" agent skill from https://github.com/2025Emma/vibe-coding-cn/tree/main/i18n/zh/skills/hummingbot into .agents/skills/hummingbot/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hummingbot", 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 2025Emma/vibe-coding-cn --skill hummingbot -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install 2025Emma/vibe-coding-cn hummingbot --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/2025Emma/vibe-coding-cn.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/i18n/zh/skills/hummingbot .cursor/skills/hummingbot && 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 "hummingbot" agent skill from https://github.com/2025Emma/vibe-coding-cn/tree/main/i18n/zh/skills/hummingbot into .cursor/skills/hummingbot/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hummingbot", 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/2025Emma/vibe-coding-cn.git --path i18n/zh/skills/hummingbot--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 2025Emma/vibe-coding-cn --skill hummingbot -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install 2025Emma/vibe-coding-cn hummingbot --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/2025Emma/vibe-coding-cn.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/i18n/zh/skills/hummingbot .gemini/skills/hummingbot && 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 "hummingbot" agent skill from https://github.com/2025Emma/vibe-coding-cn/tree/main/i18n/zh/skills/hummingbot into .gemini/skills/hummingbot/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hummingbot", 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 2025Emma/vibe-coding-cn hummingbotInstalls 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 2025Emma/vibe-coding-cn --skill hummingbot -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/2025Emma/vibe-coding-cn.git skills-src && mkdir -p .github/skills && cp -r skills-src/i18n/zh/skills/hummingbot .github/skills/hummingbot && 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 "hummingbot" agent skill from https://github.com/2025Emma/vibe-coding-cn/tree/main/i18n/zh/skills/hummingbot into .github/skills/hummingbot/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hummingbot", 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 2025Emma/vibe-coding-cn --skill hummingbot -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install 2025Emma/vibe-coding-cn hummingbot --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/2025Emma/vibe-coding-cn.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/i18n/zh/skills/hummingbot .opencode/skills/hummingbot && 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 "hummingbot" agent skill from https://github.com/2025Emma/vibe-coding-cn/tree/main/i18n/zh/skills/hummingbot into .opencode/skills/hummingbot/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hummingbot", 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
hummingbot- GitHub stars
- 23k
- Used in
- 1 other repo
- Token cost
- ~998 tokens
- SKILL.md length
- 315 words
- Files
- 11 (incl. references)
- Skills in repo
- 13
- Repo updated
- First seen
- Licence
- MIT
At a glance
Reference documentation for building, configuring and debugging automated trading strategies, market making and exchange connectors with Hummingbot.
- Works in 2 steps: Re-run the scraper with the same… → The skill will be rebuilt with the…
- Setting up a market-making or arbitrage strategy in Hummingbot
- SKILL.md covers When to Use This Skill, Quick Reference, Reference Files and Working with This Skill, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
This skill is a documentation-style reference for Hummingbot, covering getting started, configuration, connectors, strategies, advanced topics, development and troubleshooting, each split into its own reference file to read on demand rather than loading everything at once. It triggers on general work with Hummingbot - asking about its features or APIs, implementing a Hummingbot-based solution, or debugging Hummingbot code.
The quick-reference patterns it shows cover common API calls directly: fetching candle data for a trading pair through a candles factory, launching the bot with a quickstart script pointing at a strategy config file, listing or using gateway swap connectors for on-chain trading, and pulling live price, order book or volume data from a market data provider for a given exchange and trading pair.
It points beginners toward the getting-started reference file for foundational concepts before moving on to the more detailed strategy, connector and development references.
When your agent uses it
- Setting up a market-making or arbitrage strategy in Hummingbot
- Debugging a Hummingbot connector or strategy script
- Looking up a Hummingbot API pattern for price or order book data
Example prompts
- “Show me how to fetch 1-minute candles for ETH-USDT in Hummingbot.”
- “Help me debug this simple market-making strategy config.”
- “How do I pull the order book snapshot for a trading pair?”
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- Re-run the scraper with the same configuration
- The skill will be rebuilt with the latest information
What it can do on your machine
Read from SKILL.md and the folder at commit 9b42dd1. 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
Hummingbot Trading Bot Reference loads about 998 tokens when it runs, and up to ~194k if it reads all its reference files. Until then it costs about 56 tokens; SKILL.md has 315 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 2025Emma/vibe-coding-cn at commit 9b42dd1, republished under its MIT licence (© 2025Emma). 315 words, ~998 tokens.
Download SKILL.mdSave it as
.claude/skills/hummingbot/SKILL.md (or your agent's skills folder). This skill also uses 10 other files; get the full folder from GitHub.- name
- hummingbot
- description
- Hummingbot trading bot framework - automated trading strategies, market making, arbitrage, connectors for crypto exchanges. Use when working with algorithmic trading, crypto trading bots, or exchange integrations.
Hummingbot Skill
Comprehensive assistance with hummingbot development, generated from official documentation.
When to Use This Skill
This skill should be triggered when:
- Working with hummingbot
- Asking about hummingbot features or APIs
- Implementing hummingbot solutions
- Debugging hummingbot code
- Learning hummingbot best practices
Quick Reference
Common Patterns
Pattern 1: For example: candles = [CandlesFactory.get_candle(connector=kucoin, trading_pair="ETH-USDT", interval="1m", max_records=100)]
candles = [CandlesFactory.get_candle(connector=kucoin,
trading_pair="ETH-USDT", interval="1m", max_records=100)]Pattern 2: Example:
bin/hummingbot_quickstart.py -p a -f simple_pmm_example_config.py -c conf_simple_pmm_example_config_1.ymlPattern 3: >>> gateway swap --help usage: gateway swap [-h] [connector] [args ...] positional arguments: connector Connector name/type (e.g., jupiter/router) args Arguments: [base-quote] [side] [amount] options: -h, --help show this help message and exit
>>> gateway swap --help
usage: gateway swap [-h] [connector] [args ...]
positional arguments:
connector Connector name/type (e.g., jupiter/router)
args Arguments: [base-quote] [side] [amount]
options:
-h, --help show this help message and exitPattern 4: usage: gateway list [-h]
usage: gateway list [-h]Pattern 5: Example:
price = self.market_data_provider.get_price_by_type('binance', 'BTC-USDT', PriceType.MidPrice)Pattern 6: Example:
price = self.market_data_provider.get_price_by_volume('binance', 'BTC-USDT', volume: 10000, True)Pattern 7: Example:
price = self.market_data_provider.get_volume_for_price('binance', 'BTC-USDT', 70000, True)Pattern 8: Example:
price = self.market_data_provider.get_order_book_snapshot('binance', 'BTC-USDT')Reference Files
This skill includes comprehensive documentation in references/:
- advanced.md - Advanced documentation
- configuration.md - Configuration documentation
- connectors.md - Connectors documentation
- development.md - Development documentation
- getting_started.md - Getting Started documentation
- other.md - Other documentation
- strategies.md - Strategies documentation
- trading.md - Trading documentation
- troubleshooting.md - Troubleshooting documentation
Use view to read specific reference files when detailed information is needed.
Working with This Skill
For Beginners
Start with the getting_started or tutorials reference files for foundational concepts.
For Specific Features
Use the appropriate category reference file (api, guides, etc.) for detailed information.
For Code Examples
The quick reference section above contains common patterns extracted from the official docs.
Resources
references/
Organized documentation extracted from official sources. These files contain:
- Detailed explanations
- Code examples with language annotations
- Links to original documentation
- Table of contents for quick navigation
scripts/
Add helper scripts here for common automation tasks.
assets/
Add templates, boilerplate, or example projects here.
Notes
- This skill was automatically generated from official documentation
- Reference files preserve the structure and examples from source docs
- Code examples include language detection for better syntax highlighting
- Quick reference patterns are extracted from common usage examples in the docs
Updating
To refresh this skill with updated documentation:
- Re-run the scraper with the same configuration
- The skill will be rebuilt with the latest information
© 2025Emma, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 10 other files (references) in i18n/zh/skills/hummingbot of 2025Emma/vibe-coding-cn.
- SKILL.md
- references/advanced.md
- references/configuration.md
- references/connectors.md
- references/development.md
- references/getting_started.md
- references/index.md
- references/other.md
- references/strategies.md
- references/trading.md
- references/troubleshooting.md
Open the folder on GitHubat commit 9b42dd1
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in 2025Emma/vibe-coding-cn, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Hummingbot Trading Bot Reference 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 |
|---|---|---|---|---|---|---|
| Hummingbot Trading Bot Reference this skill2025Emma/vibe-coding-cn | 23k | 1 repos | ~998 | Automated safety check: Pass | MIT | |
| Fintoolsecond-state/fintool | 316 | — | ~5.9k | Automated safety check: Pass | None | |
| Academy Skillbinance/binance-skills-hub | 1.1k | — | ~3.5k | Automated safety check: Notes | None | |
| Binance Sports AI Analyzerbinance/binance-skills-hub | 1.1k | — | ~2k | Automated safety check: Pass | None | |
| Onchain Pay Open APInpc-live/clawfirm | 156 | 1 repos | ~4.9k | Automated safety check: Pass | MIT | |
| Trading Signalbinance/binance-skills-hub | 1.1k | — | ~682 | Automated safety check: Pass | None |
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Categories
Questions about Hummingbot Trading Bot Reference
What does Hummingbot Trading Bot Reference do?
Reference documentation for building, configuring and debugging automated trading strategies, market making and exchange connectors with Hummingbot. This skill is a documentation-style reference for Hummingbot, covering getting started, configuration, connectors, strategies, advanced topics, development and troubleshooting, each split into its own reference file to read on demand rather than loading everything at once. It triggers on general work with Hummingbot - asking about its features or APIs, implementing a Hummingbot-based solution, or debugging Hummingbot code.
When should I use Hummingbot Trading Bot Reference?
Hummingbot Trading Bot Reference fits situations like: setting up a market-making or arbitrage strategy in Hummingbot; debugging a Hummingbot connector or strategy script; looking up a Hummingbot API pattern for price or order book data.
How do I install Hummingbot Trading Bot Reference in Claude Code?
Run `npx skills add 2025Emma/vibe-coding-cn --skill hummingbot -a claude-code`. Or copy the skill folder (i18n/zh/skills/hummingbot in 2025Emma/vibe-coding-cn) into .claude/skills/hummingbot in your project. Claude Code loads it when a task matches its description.
How do I install Hummingbot Trading Bot Reference in Codex?
Run `npx skills add 2025Emma/vibe-coding-cn --skill hummingbot -a codex`. Or copy the skill folder (i18n/zh/skills/hummingbot in 2025Emma/vibe-coding-cn) into .agents/skills/hummingbot in your project. Codex loads it when a task matches its description.
Can I use Hummingbot Trading Bot Reference 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 2025Emma/vibe-coding-cn --skill hummingbot -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hummingbot, .gemini/skills/hummingbot, .github/skills/hummingbot and .opencode/skills/hummingbot in your project.
What does Hummingbot Trading Bot Reference need to run?
SKILL.md names no scripts, command-line tools or credentials: Hummingbot Trading Bot Reference is instructions for the agent only.
Does Hummingbot Trading Bot Reference 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 Hummingbot Trading Bot Reference 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 Hummingbot Trading Bot Reference use?
Hummingbot Trading Bot Reference 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 Hummingbot Trading Bot Reference use?
About 998 tokens (SKILL.md is roughly 4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 193k tokens, read only when the agent opens those files.
What are the alternatives to Hummingbot Trading Bot Reference?
Skills that share tags, products or a category with Hummingbot Trading Bot Reference: Fintool (second-state/fintool, 316 stars), Academy Skill (binance/binance-skills-hub, 1.1k stars), Binance Sports AI Analyzer (binance/binance-skills-hub, 1.1k stars) and Onchain Pay Open API (npc-live/clawfirm, 156 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Hummingbot Trading Bot Reference?
2025Emma (a GitHub user) maintains it in 2025Emma/vibe-coding-cn, which has 23,035 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on December 17, 2025.
Source: 2025Emma/vibe-coding-cn on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.