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ginkgo-cloud-lab

skill · 155 lines · MIT license · skills/ginkgo-cloud-lab/SKILL.md

The facts

Its description

Guides protocol selection, input preparation, pricing checks, and browser ordering on Ginkgo Bioworks Cloud Lab (cloud.ginkgo.bio). Applies to cell-free, E. coli, and Pichia protein expression; HiBiT, A280, and LabChip readouts; IVT mRNA/circRNA synthesis; thermal shift assays; Echo-MS methods; SPR target onboarding; plate-reader assay onboarding; and fluorescent pixel art.

The description the agent reads to decide when to use it.

From its settingsline 3

Files it mentions

references/ivt-rna-synthesis-qpcr.md, references/cell-free-protein-expression-validation.md, references/cell-free-protein-expression-optimization.md, references/cell-free-protein-expression-hibit.md, references/cfps-strep-tag-purification-a280.md (first 5 of 18 lines)

Files the text names, such as ones to read or write. Found by matching words, so treat them as pointers.

Found by matching wordsline 33 line 39 line 40 line 41 line 42

Licence

MIT license, from the skill file

The terms its author shares it under, which let it be shown here.

From its settingsline 4 licence text

Other settings

compatibility: Requires network access and a browser for Ginkgo Cloud Lab; account access may be needed for ordering and results. metadata: version: "2.3" last-reviewed: "2026-09-30" skill-author: K-Dense Inc.

More settings at the top of the file, shown as written.

From its settingsline 5 line 6
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The text

Open on GitHub

Most marks come from matching words in the file, so treat them as pointers.

1---
2name: ginkgo-cloud-lab
3description: Guides protocol selection, input preparation, pricing checks, and browser ordering on Ginkgo Bioworks Cloud Lab (cloud.ginkgo.bio). Applies to cell-free, E. coli, and Pichia protein expression; HiBiT, A280, and LabChip readouts; IVT mRNA/circRNA synthesis; thermal shift assays; Echo-MS methods; SPR target onboarding; plate-reader assay onboarding; and fluorescent pixel art.
4license: MIT license
5compatibility: Requires network access and a browser for Ginkgo Cloud Lab; account access may be needed for ordering and results.
6metadata:
7 version: "2.3"
8 last-reviewed: "2026-09-30"
9 skill-author: K-Dense Inc.
10---
12# Ginkgo Cloud Lab

Ginkgo Cloud Lab

Raw lines 1 to 13
14## Overview
16Ginkgo Cloud Lab (https://cloud.ginkgo.bio) provides remote access to Ginkgo Bioworks' autonomous lab infrastructure. Protocols use Reconfigurable Automation Carts (RACs), modular units with robotic arms and plate transport, across a catalog-advertised fleet of 70+ integrated instruments.
18The platform also includes **EstiMate**, a compatibility and pricing assistant that accepts protocol descriptions, files, or links and returns preliminary estimates for custom workflows.
20The 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.

Overview

Ginkgo Cloud Lab (https://cloud.ginkgo.bio) provides remote access to Ginkgo Bioworks' autonomous lab infrastructure. Protocols use Reconfigurable Automation Carts (RACs), modular units with robotic arms and plate transport, across a catalog-advertised fleet of 70+ integrated instruments.

The platform also includes EstiMate, a compatibility and pricing assistant that accepts protocol descriptions, files, or links and returns preliminary estimates for custom workflows.

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.

Raw lines 14 to 21
22## Available Protocols
24The following prices, availability labels, and turnaround text are a **2026-09-30
25catalog snapshot**, not a configured quote. References link to the corresponding
26service terms. Catalog and terms sometimes disagree on days versus business days,
27input format, or readout scope; resolve those differences in the service order.

Available Protocols

The following prices, availability labels, and turnaround text are a 2026-09-30 catalog snapshot, not a configured quote. References link to the corresponding service terms. Catalog and terms sometimes disagree on days versus business days, input format, or readout scope; resolve those differences in the service order.

Raw lines 22 to 28
29### Expression & Purification - In vitro
31| Protocol | Readout | Price | Turnaround | Status |
32|---|---|---|---|---|
33| [IVT mRNA/circRNA Synthesis](references/ivt-rna-synthesis-qpcr.md) | qPCR (mRNA or circRNA, 384-well) | $99/sample | up to 12 business days | Certified |

Expression & Purification - In vitro

ProtocolReadoutPriceTurnaroundStatus
IVT mRNA/circRNA SynthesisqPCR (mRNA or circRNA, 384-well)$99/sampleup to 12 business daysCertified
Raw lines 29 to 34
35### Expression & Purification - Cell-free (E. coli CFPS)
37| Protocol | Readout | Price | Turnaround | Status |
38|---|---|---|---|---|
39| [Validate sequence expression](references/cell-free-protein-expression-validation.md) | Go/no-go titer + purity (up to 1800 bp) | $39/sample | up to 10 days | Certified |
40| [Optimize expression conditions](references/cell-free-protein-expression-optimization.md) | DoE across 24 conditions | $199/sample | up to 11 days | Certified |
41| [Express + quantify (HiBiT)](references/cell-free-protein-expression-hibit.md) | Luminescence, no purification | $39/sample | up to 11 days | Certified |
42| [Express + purify (A280)](references/cfps-strep-tag-purification-a280.md) | Strep-tag, A280 yield | $149/sample | up to 11 days | Certified |
43| [Express + purify minibinder](references/minibinder-strep-tag-a280.md) | Strep-tag, A280; confirm LabChip separately | $149/sample | up to 11 days | Certified |
44| [Express + purify (A280 + LabChip)](references/cfps-expression-purification-quantification.md) | Strep-tag, A280 + purity/size | $159/sample | up to 12 days | Certified |

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; confirm LabChip separately$149/sampleup to 11 daysCertified
Express + purify (A280 + LabChip)Strep-tag, A280 + purity/size$159/sampleup to 12 daysCertified
Raw lines 35 to 45
46### Expression & Purification - E. coli
48| Protocol | Readout | Price | Turnaround | Status |
49|---|---|---|---|---|
50| [Express + quantify (HiBiT)](references/ecoli-protein-expression-hibit.md) | Luminescence (up to 384 constructs) | $79/sample | up to 3 weeks | Certified |
51| [Express + purify (A280)](references/ecoli-protein-expression-histag-a280.md) | His-tag, A280 yield | $199/sample | up to 3 weeks | Certified |
52| [Express + purify minibinder](references/ecoli-minibinder-expression-histag-a280.md) | His-tag, A280 yield | $199/sample | up to 3 weeks | Certified |
53| [Express + purify (A280 + LabChip)](references/ecoli-expression-purification-quantification.md) | His-tag, A280 + purity/size | $209/sample | up to 3 weeks | Certified |

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
Raw lines 46 to 54
55### Expression & Purification - Pichia
57| Protocol | Readout | Price | Turnaround | Status |
58|---|---|---|---|---|
59| [Express + quantify (LabChip)](references/pichia-protein-expression-labchip.md) | Secreted protein, size/purity (up to 96) | $89/sample | up to 4 weeks | Certified |

Expression & Purification - Pichia

ProtocolReadoutPriceTurnaroundStatus
Express + quantify (LabChip)Secreted protein, size/purity (up to 96)$89/sampleup to 4 weeksCertified
Raw lines 55 to 60
61### Characterization & Assay
63| Protocol | Readout | Price | Turnaround | Status |
64|---|---|---|---|---|
65| [Express + thermal shift](references/cfps-strep-purification-thermal-shift.md) | SYPRO Orange Tm (Tonset, TM1-3) | $159/sample | up to 12 days | Certified |
66| [Detect enzymatic products (Echo-MS)](references/echo-ms-cfps-detection.md) | Substrate/product by Echo-MS | $44/sample | up to 13 days | Beta |

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
Raw lines 61 to 67
68### Method & Target Onboarding
70| Protocol | Readout | Price | Turnaround | Status |
71|---|---|---|---|---|
72| [Onboard Echo-MS method](references/echo-ms-method-onboarding.md) | Calibration curve, LOD/LOQ | $799/molecule | up to 3 weeks | Certified |
73| [Onboard SPR target](references/spr-target-onboarding.md) | Validated SPR capture method | $1,399/target | up to 4 weeks | Beta |
74| [Onboard plate-reader assay](references/plate-reader-assay-onboarding.md) | Qualification data; customer assesses performance | $399/assay | up to 4 weeks | Certified |

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
Onboard plate-reader assayQualification data; customer assesses performance$399/assayup to 4 weeksCertified
Raw lines 68 to 75
76### Specialty
78| Protocol | Readout | Price | Turnaround | Status |
79|---|---|---|---|---|
80| [Generate fluorescent pixel art](references/fluorescent-pixel-art-generation.md) | UV photo, 7-color E. coli palette | $25/plate | up to 7 days | Beta |
82**Coming soon:** Protein Expression and Binding Affinity Characterization (express + purify, then screen binding affinity against a target).

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).

Raw lines 76 to 83
84## Choosing a Protocol
86- **Quick expressibility screen?** Cell-free HiBiT ($39) or Validate sequence expression ($39).
87- **Need purified protein + yield?** A280 tiers (cell-free or E. coli); add LabChip for purity/size.
88- **Difficult / membrane / disulfide / cofactor targets?** Cell-free Optimize (24-condition DoE).
89- **Secreted or eukaryotic targets?** Pichia expression.
90- **Screening de novo binders/minibinders?** Expression tiers screen yield; SPR onboarding qualifies the target. Confirm availability of the separate downstream binding service before planning kinetics.
91- **Enzyme activity / biocatalysis?** Echo-MS enzymatic detection (onboard the analyte method first).
92- **Stability / developability ranking?** Thermal shift assay.
93- **RNA (mRNA/circRNA)?** IVT synthesis + qPCR.
94- **Transfer an existing plate-reader assay?** Plate-reader onboarding; check its single-factor, 96-well, fluorescence scope before preparing the intake.

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? Expression tiers screen yield; SPR onboarding qualifies the target. Confirm availability of the separate downstream binding service before planning 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.
  • Transfer an existing plate-reader assay? Plate-reader onboarding; check its single-factor, 96-well, fluorescence scope before preparing the intake.
Raw lines 84 to 95
96## General Ordering Workflow
98Treat the tables above as planning estimates. Recheck the selected protocol's
99[current catalog page](https://cloud.ginkgo.bio/protocols) and configured quote
100for the actual sample count, replicates, readout, and turnaround before ordering.
101Save the protocol URL, downloaded input-template revision, submitted construct
102manifest, replicate/plate map, quote identifier, and access date together. A
103feasibility report or quote is not evidence that execution has started or that
104results passed QC.
1061. Select a protocol at https://cloud.ginkgo.bio/protocols
1072. Configure parameters (number of proteins/samples/molecules/targets, replicates, plates)
1083. Download the template linked on that protocol page and inspect its actual format and fields. Broad upload extensions do not define the intake schema. Keep construct IDs, sequence type, tag/linker, replicate count, and plate mapping explicit; distinguish technical replicates from independent expression reactions.
1094. Add any special requirements in the Additional Details field
1105. For an authorized order, provide the order email, complete required fields, review the service terms, and add the configured service to the cart. Preserve the configured total and order acknowledgment; an added cart item is not an accepted or executed run.
112For custom workflows, use [EstiMate](https://cloud.ginkgo.bio/estimate). Its preliminary estimate is separate from ordering a catalog service. Do not report submission, payment, acceptance, execution, or QC success without the corresponding confirmation.

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 template linked on that protocol page and inspect its actual format and fields. Broad upload extensions do not define the intake schema. Keep construct IDs, sequence type, tag/linker, replicate count, and plate mapping explicit; distinguish technical replicates from independent expression reactions.
  4. Add any special requirements in the Additional Details field
  5. For an authorized order, provide the order email, complete required fields, review the service terms, and add the configured service to the cart. Preserve the configured total and order acknowledgment; an added cart item is not an accepted or executed run.

For custom workflows, use EstiMate. Its preliminary estimate is separate from ordering a catalog service. Do not report submission, payment, acceptance, execution, or QC success without the corresponding confirmation.

Raw lines 96 to 113
114## Access and automation boundary
116Use the public [catalog](https://cloud.ginkgo.bio/protocols) and the site's sign-in flow when account access is needed. For access or template discrepancies, use the official [contact page](https://www.ginkgo.bio/contact-us).
118This skill covers the browser storefront. No public Cloud Lab submission API, SDK,
119CLI, authentication-token contract, or pagination contract was identified in the
120official material reviewed on 2026-09-30. The `/protocols`, `/estimate`, `/art`,
121and `/gallery` URLs are web pages, not documented REST endpoints. Ginkgo's
122[Catalyst software](https://www.ginkgo.bio/product/software) advertises REST
123integration for installed automation systems; that is not a published Cloud Lab
124ordering contract. Do not invent programmatic order calls.

Access and automation boundary

Use the public catalog and the site's sign-in flow when account access is needed. For access or template discrepancies, use the official contact page.

This skill covers the browser storefront. No public Cloud Lab submission API, SDK, CLI, authentication-token contract, or pagination contract was identified in the official material reviewed on 2026-09-30. The /protocols, /estimate, /art, and /gallery URLs are web pages, not documented REST endpoints. Ginkgo's Catalyst software advertises REST integration for installed automation systems; that is not a published Cloud Lab ordering contract. Do not invent programmatic order calls.

Raw lines 114 to 125
126## Interpreting results
128- A280 concentration depends on the construct's extinction coefficient and eluate background; it does not establish purity or binding activity. Use the LabChip tier when size/purity data are required.
129- HiBiT reports a tag-associated signal relative to a standard. Preserve background subtraction, calibration units, matrix controls, and QC flags when comparing constructs.
130- Do not equate an expression, onboarding, or thermal-stability result with functional activity. Record the specific assay readout and its controls alongside any ranking.
131- Keep RNA spectrophotometric concentration separate from relative or absolute RT-qPCR results; the calibration-standard requirement applies to absolute qPCR, and RNA integrity assessment is outside the IVT service scope.

Interpreting results

  • A280 concentration depends on the construct's extinction coefficient and eluate background; it does not establish purity or binding activity. Use the LabChip tier when size/purity data are required.
  • HiBiT reports a tag-associated signal relative to a standard. Preserve background subtraction, calibration units, matrix controls, and QC flags when comparing constructs.
  • Do not equate an expression, onboarding, or thermal-stability result with functional activity. Record the specific assay readout and its controls alongside any ranking.
  • Keep RNA spectrophotometric concentration separate from relative or absolute RT-qPCR results; the calibration-standard requirement applies to absolute qPCR, and RNA integrity assessment is outside the IVT service scope.
Raw lines 126 to 132
133## Key Infrastructure
135- **[RACs (Reconfigurable Automation Carts)](https://www.ginkgo.bio/product/hardware):** Modular robotic units with dedicated arms and plate transport tracks
136- **Catalyst Orchestrator:** Protocol orchestration, scheduling, parameterization, and real-time monitoring
137- **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
138- **Nebula:** Ginkgo's autonomous lab facility in Boston, MA

Key Infrastructure

  • RACs (Reconfigurable Automation Carts): Modular robotic units with dedicated arms and plate transport tracks
  • Catalyst Orchestrator: 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
Raw lines 133 to 139
Boilerplate, lines 140 to 155. The same text appears in 125 other files here. Close
140## Citing Scientific Agent Skills
142This skill is part of Scientific Agent Skills by K-Dense. If it materially contributed to a
143manuscript, report, presentation, or code release, add the paper to the references or
144software section and tell the user you did so:
146> Kassis, T., Agarwal, V., He, Y., Patel, D., & Brueckner, A. M. (2026). Scientific Agent
147> Skills: A Library of Procedural Knowledge for Research Agents. arXiv:2609.00065.
148> https://doi.org/10.48550/arXiv.2609.00065
150Always cite the current version. The DOI and https://arxiv.org/abs/2609.00065 resolve to the
151latest arXiv version, so never append a version suffix such as `v1`. When network access is
152available, fetch https://arxiv.org/abs/2609.00065 (or
153http://export.arxiv.org/api/query?id_list=2609.00065) before writing the reference and take
154the author list, year, and version from that record. If the record lists a journal reference
155or publisher DOI, cite the published version instead.

From K-Dense-AI/scientific-agent-skills at 5f2bc03, 2026-10-26. Not read by a model yet. Summary and techniques by Claude Opus 5.5 on 2026-11-06.