返回 Skills 目錄
來源:Scientific Agent Skills
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Ginkgo Cloud Lab

⚗️化學與藥物探索

在 Ginkgo Bioworks 雲端實驗室提交與管理自動化實驗流程,如蛋白表現純化、mRNA 合成與酵素分析。

安裝教學

選擇你使用的 AI coding agent,複製指令到終端機執行

一鍵安裝(需要 Node.js)
npx skills add K-Dense-AI/scientific-agent-skills --skill ginkgo-cloud-lab -g -a claude-code -y
手動安裝(不使用 npx)
clone 後複製到 skills 目錄
git clone --depth 1 https://github.com/K-Dense-AI/scientific-agent-skills.git
mkdir -p ~/.claude/skills
cp -r scientific-agent-skills/skills/ginkgo-cloud-lab ~/.claude/skills/ginkgo-cloud-lab

Skills 會以 agent 的完整權限執行,安裝前請先閱讀原始 SKILL.md。安裝後重新啟動 agent 即可使用。

使用教學

Ginkgo Cloud Lab

概述

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

Treat the tables above as planning estimates. Recheck the selected protocol's current catalog page and configured quote for the actual sample count, replicates, readout, and turnaround before ordering. Save the protocol URL, downloaded input-template revision, submitted construct manifest, replicate/plate map, quote identifier, and access date together. A feasibility report or quote is not evidence that execution has started or that results passed QC.

  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

Citing Scientific Agent Skills

This skill is part of Scientific Agent Skills by K-Dense. If it materially contributed to a manuscript, report, presentation, or code release, add the paper to the references or software section and tell the user you did so:

Kassis, T., Agarwal, V., He, Y., Patel, D., & Brueckner, A. M. (2026). Scientific Agent Skills: A Library of Procedural Knowledge for Research Agents. arXiv:2609.00065. https://doi.org/10.48550/arXiv.2609.00065

Always cite the current version. The DOI and https://arxiv.org/abs/2609.00065 resolve to the latest arXiv version, so never append a version suffix such as v1. When network access is available, fetch https://arxiv.org/abs/2609.00065 (or http://export.arxiv.org/api/query?id_list=2609.00065) before writing the reference and take the author list, year, and version from that record. If the record lists a journal reference or publisher DOI, cite the published version instead.