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.
npx agentmods add skills/godmakereth/vibe-coding-tw/hummingbotnpx skills add godmakereth/vibe-coding-tw --skill hummingbotgit clone --depth 1 https://github.com/godmakereth/vibe-coding-twWrote 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.
[](https://agentmods.dev/skills/godmakereth/vibe-coding-tw/hummingbot)<a href="https://agentmods.dev/skills/godmakereth/vibe-coding-tw/hummingbot"><img src="https://agentmods.dev/badge/skills/godmakereth/vibe-coding-tw/hummingbot.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00042 | $0.00884 |
| Opus 5 | $0.00021 | $0.00442 |
| Sonnet 5 | $0.00008 | $0.00177 |
| Haiku 4.5 | $0.00004 | $0.00088 |
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 4d 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.
This is a copy
97% identical to hummingbot — 1 line differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 134 lines — stays where its author put it; the contents beside it link to each section on GitHub.
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)
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
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.
- references/advanced.md 8.4 KB
- references/configuration.md 53 KB
- references/connectors.md 238 KB
- references/development.md 45 KB
- references/getting_started.md 81 KB
- references/index.md 558 B
- references/other.md 110 KB
- references/strategies.md 204 KB
- references/trading.md 9.7 KB
- references/troubleshooting.md 3.9 KB
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.
- 4d ago First seen · 134 lines · 42 tokens per session scan A 7211311601ad
hummingbot is a skill published in the GitHub repository godmakereth/vibe-coding-tw (47 stars, last pushed 8mo ago), licensed MIT. It adds 42 tokens to every session and 884 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. It is 97% identical to hummingbot, differing in 1 line, and is treated as a copy.
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