build-vault-universe

SkillCommerce & finance

Update a notebook's cross-chain vault universe to the top 10 vaults by one-year return using the helper script output.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the build-vault-universe skill

What this skill tells your AI

The instructions your AI receives, as published by tradingstrategy-ai/getting-started in .claude/skills/build-vault-universe/SKILL.md and read by ahel’s review.

Update the target notebook so its vault configuration contains the top 10 vaults by one-year return.

Run the helper script to get the filtered vault list:

# Create a copy of this file if you need to change the default parameters
poetry run python scripts/larger-filter-top-vaults.py

The script output will be long, so use files to move the data around.

Replace the VAULTS = [...] entries in the cross-chain configuration section of the notebook with the script output.

Update the comment header above VAULTS with today's date.

Include "deposit closed" vaults, but add a separate comment line above each one explaining why deposits are closed. Exclude Hypercore vaults because we cannot allocate to them.

Don't run the notebook at the end of the update.

Default configured chains

See the script file for the default chain set. Typical chains are:

  • Arbitrum
  • Base
  • Ethereum
  • Avalanche
  • Hypercore (Hyperliquid native) - use chain id 9999
  • HyperEVM - use chain id 999
  • Monad

Signals

GitHub stars
247
Forks
39
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
build-vault-universe
Source
github.com/tradingstrategy-ai/getting-started