The Agent Skills Directory

[EXTERNAL_DOWNLOADS]: The skill instructs the user to install the pylabrobot library and its hardware-specific extras (Hamilton, Opentrons) from the official Python Package Index (PyPI).
[SAFE]: Includes a simulator backend that runs a local web server at http://localhost:2121. This is a documented development feature used to visualize deck layouts and liquid movements before physical execution.
[SAFE]: The cherry-picking workflow ingests external data from local CSV files, which is a standard procedure for this type of automation tool.
Ingestion points: CSV file read via pandas.read_csv in Workflow 2 of SKILL.md.
Boundary markers: Not explicitly provided in the code snippets.
Capability inventory: The skill utilizes the LiquidHandler class to perform aspirate, dispense, and transfer operations on laboratory equipment.
Sanitization: Input validation for well addresses and volumes is performed natively by the pylabrobot library logic.

pylabrobot