tradingstrategy-ai

Identify missing vault curators from vault databases and suggest curator feeder YAML entries

Add a new vault curator to feed metadata and curator detection. Use when the user wants to add a verified curator, protocol-managed curator, or curator alias discovered from vault data.

Check all stablecoin YAML files for Twitter activity and domain availability, adding a checks section to each file

Add a note to specific vault

Prepare a new release by updating version, changelog, and building the package

Extract raw price dataframe for a test case

Add support for a new ERC-4626 vault protocol. Use when the user wants to integrate a new vault protocol like IPOR, Plutus, Morpho, etc. Requires vault smart contract address, protocol name, and protocol slug as inputs.

Extract a project's logo from its website, brand kit, or other sources

Create a variant of a backtesting or optimiser notebook.

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

Delete cached indicator data used by backtesting, grid search, and optimiser notebooks.

Convert an optimiser or grid search notebook into a standalone backtest notebook using the bundled helper script and mapping guidance.

Convert a backtesting notebook into a parameter optimisation notebook using the bundled transformation mapping to choose searchable parameters and rewrite the notebook.

Read through all experiment notebooks in a folder and write a summary README.

Fetch a non-accessible paper PDF via Sci-Hub. Use when a paper is behind a paywall or not freely available. Accepts a DOI, paper URL, or arXiv ID.

Add a new research paper to the documentation collection. Use when user provides a URL to a paper or tweet linking to one.

Add a new code repository to the documentation collection. Use when user provides a URL to a GitHub, GitLab, Bitbucket, source repository, or a discussion linking to one.

Add a new book to the documentation collection. Use when user provides a URL to a book page or tweet linking to one.

Add a new blog post or article to the documentation collection. Use when user provides a URL to a blog post, article, or tweet linking to one.

Pick a random item from the trading content collection and compose a tweet about it on X.

Transfer code from a backtesting Jupyter notebook to a Trade Executor strategy module

Download state from a running trade executor and scaffold an acceptance test case

Run a smart contract source code through several agent skill-based auditing pipelines

Get the latest block number for a blockchain using Web3.py and JSON-RPC environment variables

Creates a new GitHub issue with structured user story format, acceptance criteria, and project integration. Use when the user wants to create a ticket, issue, or task for the tradingstrategy-ai/frontend repository.