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k-dense-ai/scientific-agent-skills747 installs

ginkgo-cloud-lab

Submit and manage protocols on Ginkgo Bioworks Cloud Lab (cloud.ginkgo.bio), a web-based interface for autonomous lab execution on Reconfigurable Automation Carts (RACs). Use when the user wants to run protein expression and purification (cell-free, E. coli, or Pichia), HiBiT or A280 or LabChip quantification, IVT mRNA/circRNA synthesis, thermal shift / developability assays, Echo-MS enzyme or analyte methods, SPR target onboarding, fluorescent pixel art, or otherwise interact with Ginkgo Cloud Lab services. Covers protocol selection, input preparation, pricing, and ordering workflows.

How do I install this agent skill?

npx skills add https://github.com/k-dense-ai/scientific-agent-skills --skill ginkgo-cloud-lab
view source ↗

Is this agent skill safe to install?

  • Gen Agent Trust Hubpass

    The skill provides comprehensive documentation and guidance for interacting with Ginkgo Cloud Lab's autonomous laboratory services. No malicious code, data exfiltration patterns, or security vulnerabilities were identified.

  • Socketpass

    No alerts

  • Snykpass

    Risk: LOW · No issues

  • ZeroLeakspass

    Score: 93/100 · 2 sections analyzed

What does this agent skill do?

Ginkgo Cloud Lab

Overview

Ginkgo Cloud Lab (https://cloud.ginkgo.bio) provides remote access to Ginkgo Bioworks' autonomous lab infrastructure. Protocols are executed on Reconfigurable Automation Carts (RACs) -- modular units with robotic arms, maglev sample transport, and industrial-grade software spanning 70+ instruments.

The platform also includes EstiMate, an AI agent that accepts human-language protocol descriptions and returns feasibility assessments and pricing for custom workflows beyond the listed protocols.

The catalog is organized into Expression & Purification (in vitro / cell-free / E. coli / Pichia), Characterization & Assay, Method & Target Onboarding, and Specialty. Pick a protocol below, then read its reference file for inputs, outputs, the automated workflow, and ordering details.

Available Protocols

Expression & Purification - In vitro

ProtocolReadoutPriceTurnaroundStatus
IVT mRNA/circRNA SynthesisqPCR (mRNA or circRNA, 384-well)$99/sampleup to 12 business daysCertified

Expression & Purification - Cell-free (E. coli CFPS)

ProtocolReadoutPriceTurnaroundStatus
Validate sequence expressionGo/no-go titer + purity (up to 1800 bp)$39/sampleup to 10 daysCertified
Optimize expression conditionsDoE across 24 conditions$199/sampleup to 11 daysCertified
Express + quantify (HiBiT)Luminescence, no purification$39/sampleup to 11 daysCertified
Express + purify (A280)Strep-tag, A280 yield$149/sampleup to 11 daysCertified
Express + purify minibinderStrep-tag, A280, LabChip$149/sampleup to 11 daysCertified
Express + purify (A280 + LabChip)Strep-tag, A280 + purity/size$159/sampleup to 12 daysCertified

Expression & Purification - E. coli

ProtocolReadoutPriceTurnaroundStatus
Express + quantify (HiBiT)Luminescence (up to 384 constructs)$79/sampleup to 3 weeksCertified
Express + purify (A280)His-tag, A280 yield$199/sampleup to 3 weeksCertified
Express + purify minibinderHis-tag, A280 yield$199/sampleup to 3 weeksCertified
Express + purify (A280 + LabChip)His-tag, A280 + purity/size$209/sampleup to 3 weeksCertified

Expression & Purification - Pichia

ProtocolReadoutPriceTurnaroundStatus
Express + quantify (LabChip)Secreted protein, size/purity (up to 96)$89/sampleup to 4 weeksCertified (New)

Characterization & Assay

ProtocolReadoutPriceTurnaroundStatus
Express + thermal shiftSYPRO Orange Tm (Tonset, TM1-3)$159/sampleup to 12 daysCertified
Detect enzymatic products (Echo-MS)Substrate/product by Echo-MS$44/sampleup to 13 daysBeta

Method & Target Onboarding

ProtocolReadoutPriceTurnaroundStatus
Onboard Echo-MS methodCalibration curve, LOD/LOQ$799/moleculeup to 3 weeksCertified
Onboard SPR targetValidated SPR capture method$1,399/targetup to 4 weeksBeta

Specialty

ProtocolReadoutPriceTurnaroundStatus
Generate fluorescent pixel artUV photo, 7-color E. coli palette$25/plateup to 7 daysBeta

Coming soon: Protein Expression and Binding Affinity Characterization (express + purify, then screen binding affinity against a target).

Choosing a Protocol

  • Quick expressibility screen? Cell-free HiBiT ($39) or Validate sequence expression ($39).
  • Need purified protein + yield? A280 tiers (cell-free or E. coli); add LabChip for purity/size.
  • Difficult / membrane / disulfide / cofactor targets? Cell-free Optimize (24-condition DoE).
  • Secreted or eukaryotic targets? Pichia expression.
  • Screening de novo binders/minibinders? Cell-free or E. coli minibinder tiers, then SPR onboarding for kinetics.
  • Enzyme activity / biocatalysis? Echo-MS enzymatic detection (onboard the analyte method first).
  • Stability / developability ranking? Thermal shift assay.
  • RNA (mRNA/circRNA)? IVT synthesis + qPCR.

General Ordering Workflow

  1. Select a protocol at https://cloud.ginkgo.bio/protocols
  2. Configure parameters (number of proteins/samples/molecules/targets, replicates, plates)
  3. Download the protocol's input template and upload inputs (FASTA/CSV/XLSX for sequence protocols; Design Tool for pixel art; vendor catalog numbers for onboarding)
  4. Add any special requirements in the Additional Details field
  5. Provide an email, agree to the protocol terms, and add to cart / submit to receive a feasibility report and price quote

For protocols not listed above, use the EstiMate chat (https://cloud.ginkgo.bio/estimate) to describe a custom protocol in plain language and receive a compatibility assessment and pricing.

Authentication

Access Ginkgo Cloud Lab at https://cloud.ginkgo.bio. Account creation or institutional access may be required. Contact Ginkgo at cloud@ginkgo.bio for access questions.

Key Infrastructure

  • RACs (Reconfigurable Automation Carts): Modular robotic units with high-precision arms and maglev transport
  • Catalyst Software: Protocol orchestration, scheduling, parameterization, and real-time monitoring
  • 70+ integrated instruments: Agilent Bravo liquid handlers, Beckman/Labcyte Echo acoustic dispensers, BMG PHERAstar / Tecan Spark readers, Revvity LabChip, Bio-Rad CFX Opus, Nicoya Alto SPR, SciEx Echo-MS, Inheco/Cytomat incubators, and more
  • Nebula: Ginkgo's autonomous lab facility in Boston, MA

Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.

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