A guide to Hummingbot, a framework for building automated cryptocurrency trading bots, including market-making and arbitrage strategies and connections to crypto exchanges.

It helps build, configure, debug, and integrate Hummingbot trading bots with exchange connectors and market-data features.

It gives coding agents relevant guidance when working with Hummingbot instead of requiring them to find and interpret its documentation from scratch.

hummingbot — Skill for Claude Code and Codex by 2025Emma

About the project

Vibe Coding is a Chinese-language guide to developing software through structured collaboration with AI, covering planning, architecture, implementation, debugging, and iteration. It is intended for developers who want to turn ideas into software while keeping AI-assisted work organized. The catalogue contains skills and an instruction related to this workflow.

2025Emma/vibe-coding-cn · 22,942 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add 2025Emma/vibe-coding-cn --skill hummingbot

Clone the repo

git clone --depth 1 https://github.com/2025Emma/vibe-coding-cn

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/2025emma/vibe-coding-cn/hummingbot.svg)](https://agentmods.dev/skills/2025emma/vibe-coding-cn/hummingbot)

Your own site

<a href="https://agentmods.dev/skills/2025emma/vibe-coding-cn/hummingbot"><img src="https://agentmods.dev/badge/skills/2025emma/vibe-coding-cn/hummingbot.svg" alt="Measured on agentmods" height="20"></a>

Per session 0 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 889 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00000	$0.00889
Opus 5	$0.00000	$0.00445
Sonnet 5	$0.00000	$0.00178
Haiku 4.5	$0.00000	$0.00089

Measured 7d ago against content hash 99a13da9e079, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

hummingbot scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

hummingbot — 97% identical, 1 lines differ

i18n/en/skills/hummingbot/SKILL.md · 135 lines

How it starts

The opening of the file, as written. The whole thing — 135 lines — stays where its author put it; the contents beside it link to each section on GitHub.

TRANSLATED CONTENT:

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.yml

Pattern 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 exit

Pattern 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)

Read the full file on GitHub · 135 lines

Files

What ships with it

10 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

7d ago First seen · 135 lines · 0 tokens per session scan A 99a13da9e079

Subscribe to this mod's changes

hummingbot is a skill published in the GitHub repository 2025Emma/vibe-coding-cn (22,942 stars, last pushed 8mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 889 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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