tradingstrategy-ai

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.

Audit curator feeder YAML files for stale Twitter, LinkedIn, RSS and website error markers, decide whether each error is real, then clear false positives, repoint renamed handles/links, or tombstone dead entities — leaving a dated audit comment on every entry touched.

Add a new stablecoin or staked/derivative stablecoin to feed metadata, classification sets, rich metadata YAML and logos. Use when the user wants a stablecoin symbol (e.g. a vault denomination token) to be recognised by is_stablecoin_like() and shown on the site.

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.

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

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

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.

Create a variant of a backtesting or optimiser notebook.

Create and run 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.

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

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.

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

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 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.

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.