Skip to content
Data
Skill

/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

From plugin
k-dense-ai-scientific-agent-skills-2
45k165 skills
Install
$ npx -y skills add K-Dense-AI/scientific-agent-skills --skill ginkgo-cloud-lab --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/ginkgo-cloud-lab

Context preview

The summary Claude sees to decide when to auto-load this skill.

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

SKILL.md

ginkgo-cloud-lab.SKILL.md
name: ginkgo-cloud-lab
description: 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.
license: MIT license
allowed-tools: Read
metadata:
  version: "2.1"
  skill-author: K-Dense Inc.

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

| Protocol | Readout | Price | Turnaround | Status | |---|---|---|---|---| | [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 - Cell-free (E. coli CFPS)

| Protocol | Readout | Price | Turnaround | Status | |---|---|---|---|---| | [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 | | [Optimize expression conditions](references/cell-free-protein-expression-optimization.md) | DoE across 24 conditions | $199/sample | up to 11 days | Certified | | [Express + quantify (HiBiT)](references/cell-free-protein-expression-hibit.md) | Luminescence, no purification | $39/sample | up to 11 days | Certified | | [Express + purify (A280)](references/cfps-strep-tag-purification-a280.md) | Strep-tag, A280 yield | $149/sample | up to 11 days | Certified | | [Express + purify minibinder](references/minibinder-strep-tag-a280.md) | Strep-tag, A280, LabChip | $149/sample | up to 11 days | Certified | | [Express + purify (A280 + LabChip)](references/cfps-expression-purification-quantification.md) | Strep-tag, A280 + purity/size | $159/sample | up to 12 days | Certified |

Expression & Purification - E. coli

| Protocol | Readout | Price | Turnaround | Status | |---|---|---|---|---| | [Express + quantify (HiBiT)](references/ecoli-protein-expression-hibit.md) | Luminescence (up to 384 constructs) | $79/sample | up to 3 weeks | Certified | | [Express + purify (A280)](references/ecoli-protein-expression-histag-a280.md) | His-tag, A280 yield | $199/sample | up to 3 weeks | Certified | | [Express + purify minibinder](references/ecoli-minibinder-expression-histag-a280.md) | His-tag, A280 yield | $199/sample | up to 3 weeks | Certified | | [Express + purify (A280 + LabChip)](references/ecoli-expression-purification-quantification.md) | His-tag, A280 + purity/size | $209/sample | up to 3 weeks | Certified |

Expression & Purification - Pichia

| Protocol | Readout | Price | Turnaround | Status | |---|---|---|---|---| | [Express + quantify (LabChip)](references/pichia-protein-expression-labchip.md) | Secreted protein, size/purity (up to 96) | $89/sample | up to 4 weeks | Certified (New) |

Characterization & Assay

| Protocol | Readout | Price | Turnaround | Status | |---|---|---|---|---| | [Express + thermal shift](references/cfps-strep-purification-thermal-shift.md) | SYPRO Orange Tm (Tonset, TM1-3) | $159/sample | up to 12 days | Certified | | [Detect enzymatic products (Echo-MS)](references/echo-ms-cfps-detection.md) | Substrate/product by Echo-MS | $44/sample | up to 13 days | Beta |

Method & Target Onboarding

| Protocol | Readout | Price | Turnaround | Status | |---|---|---|---|---| | [Onboard Echo-MS method](references/echo-ms-method-onboarding.md) | Calibration curve, LOD/LOQ | $799/molecule | up to 3 weeks | Certified | | [Onboard SPR target](references/spr-target-onboarding.md) | Validated SPR capture method | $1,399/target | up to 4 weeks | Beta |

Specialty

| Protocol | Readout | Price | Turnaround | Status | |---|---|---|---|---| | [Generate fluorescent pixel art](references/fluorescent-pixel-art-generation.md) | 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?** 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

Read more
Ships withk-dense-ai-scientific-agent-skills-2

🔔 Claude Scientific Skills is now Scientific Agent Skills. Same skills, broader compatibility — now works with any AI agent that supports the open Agent Skills standard, not just Claude.

Get the whole plugin
Stats
44,851
Stars
4,066
Forks
Active
Maintenance
Python
Language
MIT
License
17h ago
Last commit
11mo ago
Created

Repo: K-Dense-AI/scientific-agent-skills