Ginkgo Cloud Lab
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Ginkgo Cloud Lab provides remote access to autonomous laboratory infrastructure for protein expression, characterization, and assay development. This skill assists users in navigating the Ginkgo Cloud Lab catalog, selecting appropriate protocols for their research needs, preparing required input files, and understanding the ordering workflow. It covers a wide range of services including cell-free and E. coli protein expression, mRNA synthesis, thermal shift assays, and various method onboarding processes.
What it does
- Provides a structured overview of available protocols for protein expression and characterization.
- Assists in selecting the correct protocol based on research goals like screening, purification, or optimization.
- Guides users through the input preparation process, including template requirements and file formats.
- Summarizes pricing, turnaround times, and status for cataloged services.
- Explains the general ordering workflow for submitting projects to the Ginkgo Cloud Lab.
- Offers guidance on interpreting assay results and understanding the scope of different readouts.
When to use it
- When planning to use Ginkgo Bioworks Cloud Lab for protein expression or assay services.
- When you need to determine which protocol best fits your specific protein or assay requirements.
- When preparing input files and manifests for a new service order.
- When evaluating the feasibility and estimated costs of a custom workflow using EstiMate.
- When you need to understand the limitations and output metrics of a specific Ginkgo protocol.
Advantages
- Centralizes information on diverse lab protocols and their specific requirements.
- Clarifies the distinction between different expression and purification tiers.
- Helps avoid common pitfalls in input preparation and data interpretation.
- Provides a clear, step-by-step guide to the ordering process.
- Ensures users are aware of the current catalog snapshot and service terms.
Usage examples
- “I need to express a difficult membrane protein. Which Ginkgo protocol should I use?”
- The agent will recommend the Cell Free Protein Expression Optimization protocol, highlighting its 24-condition DoE approach and support for additives like chaperones.
- “How do I order a HiBiT expression screen?”
- The agent will outline the steps: select the protocol on the website, configure parameters, download the required template, and prepare the construct manifest for upload.
Install
Download the skill as a ZIP:
https://autogineer.com/agent-skills/k-dense-ai/ginkgo-cloud-lab/downloadUnzip it into the cross-client skills folder of your project:
mkdir -p .agents/skills && unzip ginkgo-cloud-lab.zip -d .agents/skills
Documentation by K-Dense Inc.
Ginkgo Cloud Lab
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.
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.
Expression & Purification - In vitro
| Protocol | Readout | Price | Turnaround | Status |
|---|---|---|---|---|
| IVT mRNA/circRNA Synthesis | qPCR (mRNA or circRNA, 384-well) | $99/sample | up to 12 business days | Certified |
Expression & Purification - Cell-free (E. coli CFPS)
| Protocol | Readout | Price | Turnaround | Status |
|---|---|---|---|---|
| Validate sequence expression | Go/no-go titer + purity (up to 1800 bp) | $39/sample | up to 10 days | Certified |
| Optimize expression conditions | DoE across 24 conditions | $199/sample | up to 11 days | Certified |
| Express + quantify (HiBiT) | Luminescence, no purification | $39/sample | up to 11 days | Certified |
| Express + purify (A280) | Strep-tag, A280 yield | $149/sample | up to 11 days | Certified |
| Express + purify minibinder | Strep-tag, A280; confirm LabChip separately | $149/sample | up to 11 days | Certified |
| Express + purify (A280 + LabChip) | Strep-tag, A280 + purity/size | $159/sample | up to 12 days | Certified |
Expression & Purification - E. coli
| Protocol | Readout | Price | Turnaround | Status |
|---|---|---|---|---|
| Express + quantify (HiBiT) | Luminescence (up to 384 constructs) | $79/sample | up to 3 weeks | Certified |
| Express + purify (A280) | His-tag, A280 yield | $199/sample | up to 3 weeks | Certified |
| Express + purify minibinder | His-tag, A280 yield | $199/sample | up to 3 weeks | Certified |
| Express + purify (A280 + LabChip) | His-tag, A280 + purity/size | $209/sample | up to 3 weeks | Certified |
Expression & Purification - Pichia
| Protocol | Readout | Price | Turnaround | Status |
|---|---|---|---|---|
| Express + quantify (LabChip) | Secreted protein, size/purity (up to 96) | $89/sample | up to 4 weeks | Certified |
Characterization & Assay
| Protocol | Readout | Price | Turnaround | Status |
|---|---|---|---|---|
| Express + thermal shift | SYPRO Orange Tm (Tonset, TM1-3) | $159/sample | up to 12 days | Certified |
| Detect enzymatic products (Echo-MS) | Substrate/product by Echo-MS | $44/sample | up to 13 days | Beta |
Method & Target Onboarding
| Protocol | Readout | Price | Turnaround | Status |
|---|---|---|---|---|
| Onboard Echo-MS method | Calibration curve, LOD/LOQ | $799/molecule | up to 3 weeks | Certified |
| Onboard SPR target | Validated SPR capture method | $1,399/target | up to 4 weeks | Beta |
| Onboard plate-reader assay | Qualification data; customer assesses performance | $399/assay | up to 4 weeks | Certified |
Specialty
| Protocol | Readout | Price | Turnaround | Status |
|---|---|---|---|---|
| Generate fluorescent pixel art | UV photo, 7-color E. coli palette | $25/plate | up to 7 days | Beta |
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? 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.
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.
Select a protocol at https://cloud.ginkgo.bio/protocols
Configure parameters (number of proteins/samples/molecules/targets, replicates, plates)
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.
Add any special requirements in the Additional Details field
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.
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.
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.
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
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.
Files
- ATTRIBUTION.mdAdded by AutoGineer995 B
- LICENSELicence file added by AutoGineer1.0 KiB
- SKILL.md11.0 KiB
- references/cell-free-protein-expression-hibit.md2.4 KiB
- references/cell-free-protein-expression-optimization.md3.0 KiB
- references/cell-free-protein-expression-validation.md2.3 KiB
- references/cfps-expression-purification-quantification.md2.8 KiB
- references/cfps-strep-purification-thermal-shift.md3.0 KiB
- references/cfps-strep-tag-purification-a280.md2.4 KiB
- references/echo-ms-cfps-detection.md2.2 KiB
- references/echo-ms-method-onboarding.md2.8 KiB
- references/ecoli-expression-purification-quantification.md2.6 KiB
- references/ecoli-minibinder-expression-histag-a280.md2.7 KiB
- references/ecoli-protein-expression-hibit.md2.4 KiB
- references/ecoli-protein-expression-histag-a280.md2.4 KiB
- references/fluorescent-pixel-art-generation.md3.2 KiB
- references/ivt-rna-synthesis-qpcr.md2.8 KiB
- references/minibinder-strep-tag-a280.md2.2 KiB
- references/pichia-protein-expression-labchip.md2.4 KiB
- references/plate-reader-assay-onboarding.md1.3 KiB
- references/spr-target-onboarding.md2.8 KiB
references/pichia-protein-expression-labchip.md
Pichia Protein Expression Validation (LabChip)
URL: https://cloud.ginkgo.bio/protocols/pichia-protein-expression-labchip Service terms: https://cloud.ginkgo.bio/terms/pichia-protein-expression-validation Reviewed: 2026-09-30; prices and turnaround below are catalog estimates. Status: Ginkgo Certified Price: $89/sample Turnaround: up to 4 weeks Throughput: Up to 96 constructs per run
Overview
End-to-end automated workflow using Ginkgo's proprietary Pichia pastoris strains to express and characterize secreted proteins. Strains progress through three sequential preculture and production fermentation stages (multi-stage fed-batch-style growth). Secreted protein expression is quantified by size and purity via microfluidic capillary electrophoresis (LabChip). Useful for targets that express better in a eukaryotic secretion system than in E. coli or cell-free.
Input
Sequence input: AA or DNA in CSV per service terms, with known expression constraints. The page labels its template
.xlsx, but its download URL ends in.csv; inspect the downloaded format rather than renaming the extension.
Output
Expression Confirmation: Verification of the target protein at the expected molecular weight
Yield estimate: Reference-standard estimate (ug/mL) above the detection limit; absolute yield is not guaranteed
Initial Purity: Percentage of target protein vs. impurities, delivered with virtual gel images
Results reported as protein size (kDa), purity (%), and relative concentration, with growth/QC context; use these for comparative expression ranking
Automated Workflow
Transformation using 384-well plates
Multi-stage fermentation (three sequential preculture and production stages, fed-batch-style growth)
Supernatant harvest by high-speed centrifugation
Quantification Prep - dispense PBS diluent (BioTek MultiFlo), seal (Agilent PlateLoc), store at 4 deg C (HRB TundraStore)
LabChip protein quantification (size, purity, relative concentration)
Ordering
Number of Proteins: configurable
Number of Replicates: configurable
File Upload: CSV, Excel, FASTA, TXT, PDF, ZIP
Additional Details: free-text field for special requirements
Use Cases
Expressing secreted/eukaryotic proteins that are difficult in E. coli or cell-free
Validating expressibility in Pichia pastoris before scale-up
Size/purity profiling of secreted targets
Requirements and compatibility
Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta
“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.
Needs: Needs network access
The author says: Requires network access and a browser for Ginkgo Cloud Lab; account access may be needed for ordering and results.
Security
No issues found by our static scan· No issues found
A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.
Attribution and licence
- Created by
- K-Dense Inc.
- Publisher
- K-Dense (Community)
- Source
- K-Dense-AI/scientific-agent-skills · skills/ginkgo-cloud-lab · commit a25cf9e
- Licence
- MIT License (redistribution allowed)
- LICENSE (added by AutoGineer from LICENSE.md)
- ATTRIBUTION.md (written by AutoGineer)
- Synced
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