Automate Lab Protocols with PyLabRobot
Laboratory automation code can be difficult to structure across devices and labware. This skill helps Claude, Codex, and Claude Code create PyLabRobot protocols with clear resources, backends, simulation, and safety checks.
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Review the Skillstore skill "pylabrobot" from https://skillstore.io/skills/davila7-pylabrobot.md and its manifest at https://skillstore.io/api/skills/davila7-pylabrobot/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Using "pylabrobot". I need a protocol outline for transferring samples from one 96-well plate to another.
Expected outcome:
A structured plan with deck resources, tip pickup, transfer steps, volume tracking, cleanup, and simulation checks.
Using "pylabrobot". I want to connect an Opentrons OT-2 backend and avoid hardcoding production details.
Expected outcome:
A configuration checklist that separates robot host settings, deck setup, simulation mode, and hardware validation steps.
Using "pylabrobot". Please review my automation workflow before I run it on hardware.
Expected outcome:
A readiness review covering resource names, liquid volumes, tip handling, error cleanup, and required simulation results.
All 115 static findings were adjudicated as false positives after reviewing the referenced documentation. The hits are caused by laboratory automation terminology, Markdown code fences, local JSON examples, placeholder robot IP addresses, and reference links. No prompt injection, malware intent, data exfiltration, or hidden execution behavior was found.
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https://skillstore.io/skills/davila7-pylabrobot/audits/9?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report[](https://skillstore.io/skills/davila7-pylabrobot?utm_source=security_passport_badge)<a href="https://skillstore.io/skills/davila7-pylabrobot?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/davila7-pylabrobot/security.svg" alt="Skillstore security assessment" loading="lazy"></a><iframe src="https://skillstore.io/embed/skills/davila7-pylabrobot.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>davila7. (2026). pylabrobot security audit report (audit version 9) [Author version unspecified]. Skillstore. https://skillstore.io/skills/davila7-pylabrobot/audits/9@techreport{davila7-davila7-pylabrobot-2026,
author = {davila7},
title = {pylabrobot security audit report (audit version 9)},
institution = {Skillstore},
year = {2026},
number = {9},
url = {https://skillstore.io/skills/davila7-pylabrobot/audits/9},
note = {Author version unspecified}
}cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "pylabrobot security audit report (audit version 9)"
version: "unspecified"
type: report
authors:
- name: "davila7"
date-released: "2026-07-23"
url: "https://skillstore.io/skills/davila7-pylabrobot/audits/9"
identifiers:
- type: other
value: "skillstore:davila7-pylabrobot:audit:9"
description: "Skillstore immutable audit report identifier"
Each author remains a separate installable skill. The recommended variant is ranked by Skillstore evidence.
Why this variant is first
davila7-pylabrobot
2026-08-21
k-dense-ai-pylabrobot
2026-08-21
Create a PyLabRobot workflow with tip handling, deck resources, and volume tracking before hardware use.
Compare backend setup patterns for Hamilton, Opentrons, simulation, and analytical equipment.
Check resource definitions, state tracking, cleanup paths, and simulation coverage before deployment.
Create a PyLabRobot liquid transfer plan for one source plate, one destination plate, and one tip rack. Include setup, tracking, and cleanup steps.
Help me define a deck layout for a Hamilton STAR with two tip racks, a trough, a source plate, and a destination plate. Explain each resource choice.
Review this planned PyLabRobot workflow and convert it into a simulation-first process using ChatterboxBackend, tracking, and visualizer checks.
Design a multi-device PyLabRobot workflow that prepares samples, controls temperature, reads a plate, records measurements, and stops each device safely.
Author
davila7License
MIT
Skillstore revision
r1
Version notice
The author did not declare a version.
Ref
c43861a65bb95efcae259cd161c9d6f4dc7eec6f
Maintenance freshness
7/24/2026
Usage
4 downloads · 465 views
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