跳到正文
cccskills
免费在 GitHub 公开

ginkgo-cloud-lab

Prepare experiments for Ginkgo Cloud Lab by choosing a protocol, organizing required inputs, checking configured pricing, and navigating browser ordering. Covers protein expression, RNA synthesis, stability assays, and setup of measurement methods.

中文简介正在准备中。当前显示英语简介。

原文查看原文说明

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.

查看安装方法

适用场景

  • Choosing a protein expression and purification protocol
  • Preparing inputs for mRNA or circRNA synthesis
  • Reviewing stability assays and measurement method setup
  • Checking sample templates and quotes before ordering

包含的文件(19)

  • SKILL.md11.0 KB
  • references/cell-free-protein-expression-hibit.md2.4 KB
  • references/cell-free-protein-expression-optimization.md3.0 KB
  • references/cell-free-protein-expression-validation.md2.3 KB
  • references/cfps-expression-purification-quantification.md2.8 KB
  • references/cfps-strep-purification-thermal-shift.md3.0 KB
  • references/cfps-strep-tag-purification-a280.md2.4 KB
  • references/echo-ms-cfps-detection.md2.2 KB
  • references/echo-ms-method-onboarding.md2.8 KB
  • references/ecoli-expression-purification-quantification.md2.6 KB
  • references/ecoli-minibinder-expression-histag-a280.md2.7 KB
  • references/ecoli-protein-expression-hibit.md2.4 KB
  • references/ecoli-protein-expression-histag-a280.md2.4 KB
  • references/fluorescent-pixel-art-generation.md3.2 KB
  • references/ivt-rna-synthesis-qpcr.md2.8 KB
  • references/minibinder-strep-tag-a280.md2.2 KB
  • references/pichia-protein-expression-labchip.md2.4 KB
  • references/plate-reader-assay-onboarding.md1.3 KB
  • references/spr-target-onboarding.md2.8 KB

SKILL.md(原文)

安装前可以查看交给 AI 代理的指令内容。

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

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; confirm LabChip separately$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

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
Onboard plate-reader assayQualification data; customer assesses performance$399/assayup to 4 weeksCertified

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? 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.

  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.

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.

评价

还没有评价。欢迎分享你的使用感受。

评论

无需登录即可发表。欢迎分享使用感受、提问,或说明在哪些环境下无法运行。

还没有评论。来写第一条吧。

提交后会立即公开。请勿填写邮箱、电话等个人信息。URL 最多 2 个。

0 / 1000 字

此表单受 reCAPTCHA 保护,适用 Google 的隐私权政策和服务条款。

同一仓库的技能

Estimate intracellular reaction rates from steady-state carbon-13 tracing measurements. Validate carbon atom mappings and measurement inputs, simulate labeling, fit constrained fluxes, and diagnose which pathway rates the data can meaningfully constrain.

中文简介正在准备中。当前显示英语简介。

  • Estimate metabolic fluxes from carbon-13 labeling
  • Validate atom mappings and measurement inputs
  • Simulate labeling for proposed reaction rates
K-Dense-AI/scientific-agent-skills5.4万2026年10月19日 更新

adaptyv

免费

Plan protein characterization experiments with Adaptyv's cloud laboratory, estimate costs, submit sequences, track progress, and retrieve measured results. Supports binding, thermal stability, expression, fluorescence, and enzyme activity workflows through the API and Python SDK.

中文简介正在准备中。当前显示英语简介。

  • Plan binding screens for candidate protein sequences
  • Estimate experiment costs before submission
  • Track laboratory progress and retrieve results
K-Dense-AI/scientific-agent-skills5.4万2026年10月19日 更新

aeon

免费

Analyze time series with aeon, a Python toolkit for data that changes over time. Supports classification, regression, clustering, forecasting, anomaly detection, and pattern search, with guidance on preprocessing, algorithm selection, and evaluation.

中文简介正在准备中。当前显示英语简介。

  • Classify time series and predict continuous outcomes
  • Group time series with similar patterns
  • Forecast future values
K-Dense-AI/scientific-agent-skills5.4万2026年10月19日 更新

Investigate how DNA variants may affect gene activity using precomputed AlphaGenome Atlas results and model predictions. Rank candidate variants, examine tissue-specific effects, and inspect the features behind scores to develop research hypotheses about biological mechanisms.

中文简介正在准备中。当前显示英语简介。

  • Ranking candidate variants from a VCF
  • Examining tissue-specific effects on gene activity
  • Comparing reference and altered DNA predictions
K-Dense-AI/scientific-agent-skills5.4万2026年10月19日 更新

Plan and document studies that assess whether an analytical procedure suits its intended use. Select the governing framework, evaluate calibration, accuracy, precision, and detection limits, and compare methods using acceptance criteria defined before data collection.

中文简介正在准备中。当前显示英语简介。

  • Planning analytical validation studies and acceptance criteria
  • Evaluating calibration, accuracy, and precision
  • Estimating and confirming detection and quantitation limits
K-Dense-AI/scientific-agent-skills5.4万2026年10月19日 更新

anndata

免费

Organize single-cell measurements with cell and gene metadata, read and write h5ad or Zarr files, and prepare subsets or combined datasets. Includes guidance on handling large annotated matrices without loading all measurement values into memory.

中文简介正在准备中。当前显示英语简介。

  • Read and write h5ad or Zarr datasets
  • Combine experimental batches with source labels
  • Select cells or genes using metadata
K-Dense-AI/scientific-agent-skills5.4万2026年10月19日 更新

查看 K-Dense-AI 的全部技能

报告此技能的问题