opentrons-protocol-agent

SkillAI & models

The Opentrons Protocol Agent bridges the gap between experimental design and physical execution by translating instructions into Opentrons Python API scripts.

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the opentrons-protocol-agent skill

About this skill

The largest open-source medical AI skills library for OpenClaw🦞.

What this skill tells your AI

The instructions your AI receives, as published by freedomintelligence/openclaw-medical-skills in skills/opentrons-protocol-agent/SKILL.md and read by ahel’s review.


name: 'opentrons-protocol-agent' description: 'Generates executable Python protocols for Opentrons OT-2 and Flex robots from natural language descriptions.' measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes. allowed-tools:

  • read_file
  • run_shell_command

Opentrons Protocol Agent

The Opentrons Protocol Agent bridges the gap between experimental design and physical execution by translating instructions into Opentrons Python API scripts.

When to Use This Skill

  • When you need to automate a liquid handling task (PCR prep, ELISA, serial dilution).
  • When you have a text description of a lab protocol and need code for the robot.
  • To validate if a requested protocol is feasible with available labware.

Core Capabilities

  1. Protocol Generation: Creates valid .py files for OT-2/Flex.
  2. Labware Validation: Checks compatibility of plates and tipracks.
  3. Volume Calculation: Automates liquid transfer math (e.g., dilution factors).

Workflow

  1. Describe: Provide the experiment details (source, destination, volumes).
  2. Generate: The agent uses the opentrons_protocol_template.py or internal logic to draft the script.
  3. Review: The user (or a simulator agent) reviews the code for safety.

Example Usage

User: "Create a protocol for 1:2 serial dilution in a 96-well plate."

Agent Action: (Uses an LLM to fill in the template or generate code)

# Agent writes the file to disk
python3 -m opentrons.simulate generated_protocol.py
Advanced
Item type
skill
Key
opentrons-protocol-agent
Source
github.com/freedomintelligence/openclaw-medical-skills