
Ginkgo Cloud Lab
- 21 installs
- Updated June 29, 2026
- eturkes/claude-scientific-skills
Helps with ai & agent building tasks.
About
ginkgo-cloud-lab is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted coding.
- ginkgo-cloud-lab
- AI & Agent Building
- AI-coding skill
Ginkgo Cloud Lab by the numbers
- 21 all-time installs (skills.sh)
- Ranked #10,307 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
- Data as of Jul 24, 2026 (Skillselion catalog sync)
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| Installs | 21 |
|---|---|
| Last updated | June 29, 2026 |
| Repository | eturkes/claude-scientific-skills ↗ |
What it does
Helps with ai & agent building tasks.
Files
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.
Available Protocols
1. Cell Free Protein Expression Validation
Rapid go/no-go expression screening using reconstituted E. coli CFPS. Submit a FASTA sequence (up to 1800 bp) and receive expression confirmation, baseline titer (mg/L), and initial purity with virtual gel images.
- Price: $39/sample | Turnaround: 5-10 days | Status: Certified
- Details: See references/cell-free-protein-expression-validation.md
2. Cell Free Protein Expression Optimization
DoE-based optimization across up to 24 conditions per protein (lysates, temperatures, chaperones, disulfide enhancers, cofactors). Designed for difficult-to-express and membrane proteins.
- Price: $199/sample | Turnaround: 6-11 days | Status: Certified
- Details: See references/cell-free-protein-expression-optimization.md
3. Fluorescent Pixel Art Generation
Transform a pixel art image (48x48 to 96x96 px, PNG/SVG) into fluorescent bacterial artwork using up to 11 E. coli strains via acoustic dispensing. Delivered as high-res UV photographs.
- Price: $25/plate | Turnaround: 5-7 days | Status: Beta
- Details: See references/fluorescent-pixel-art-generation.md
General Ordering Workflow
1. Select a protocol at https://cloud.ginkgo.bio/protocols 2. Configure parameters (number of samples/proteins, replicates, plates) 3. Upload input files (FASTA for protein protocols, PNG/SVG for pixel art) 4. Add any special requirements in the Additional Details field 5. Submit and receive a feasibility report and price quote
For protocols not listed above, use the EstiMate chat to describe a custom protocol in plain language and receive 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: Sample prep, liquid handling, analytical readouts, storage, incubation
- Nebula: Ginkgo's autonomous lab facility in Boston, MA
Cell Free Protein Expression Optimization
URL: https://cloud.ginkgo.bio/protocols/cell-free-protein-expression-optimization Status: Ginkgo Certified Price: $199/sample (default: $597 for 1 protein x 3 replicates = 3 samples) Turnaround: 6-11 days
Overview
Design of Experiment (DoE) approach to expressing protein targets in a proprietary reconstituted E. coli transcription-translation system. Each construct is evaluated in up to 24 reaction conditions per protein, including target-specific additives such as chaperones, disulfide-bond enhancers, and cofactors. Designed for difficult-to-express proteins including membrane proteins and targets with disulfide or cofactor requirements.
Input
- DNA sequence in
.fastaformat
Output
- Comparative Yield: Titer data mapped across all tested variables (lysates, temps, additives)
- Purity Profiling: Target protein vs. background impurities to find highest quality yield
- Optimal Conditions: Overlaid electropherograms pinpointing the exact formulation for a given sequence
Automated Workflow
Phase 1 - Reagent Prep
1. Retrieve plates from 4 deg C 2. Thaw at room temperature 3. PBS backfill
Phase 2 - CFPS Reaction Setup & Incubation
1. Retrieve plates from 4 deg C 2. Dispense lysate 3. QC plate read 4. Incubate (shaking or static, condition-dependent)
Phase 3 - Quantification Prep & Read
1. Dispense PBS 2. Unseal plate 3. LabChip quantification 4. Seal plate 5. Store at 4 deg C
Protocol Parameters
- Payloads & Reagents
- Bravo Stamp
- HiG Centrifuge
- Incubation & Storage
Optimization Variables
The DoE matrix can span up to 24 conditions per protein, varying:
- Lysate composition (different E. coli extract formulations)
- Temperature (incubation temperature profiles)
- Additives:
- Chaperones (for folding-challenged targets)
- Disulfide-bond enhancers (for targets requiring disulfide bridges)
- Cofactors (metal ions, coenzymes, prosthetic groups)
- Other target-specific supplements
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
Certification Milestones
- Dry Run Complete
- Wet Run Complete
- Biovalidation Complete
- App Note Complete
Use Cases
- Optimizing expression of difficult-to-express proteins
- Membrane protein expression screening
- Identifying optimal conditions for disulfide-bonded proteins
- Cofactor-dependent protein expression
- Systematic exploration of expression parameter space
- Finding the best formulation before scaling up production
Cell Free Protein Expression Validation
URL: https://cloud.ginkgo.bio/protocols/cell-free-protein-expression-validation Status: Ginkgo Certified Price: $39/sample (default: $936 for 8 proteins x 3 replicates = 24 samples) Turnaround: 5-10 days
Overview
Fastest path from a protein sequence to a quantitative go/no-go readout on expression. Uses a proprietary reconstituted E. coli transcription-translation (cell-free protein synthesis, CFPS) system. Reactions complete in 4-16 hours. Designed for early-stage screening, novel construct evaluation, and rapid triage of candidate sequences before committing resources to downstream optimization or purification.
Input
- DNA sequence in
.fastaformat - Sequences up to 1800 bp supported
Output
- Expression Confirmation: Verification of target protein at expected molecular weight
- Baseline Titer: Initial quantitative yield measurement (mg/L)
- Initial Purity: Percentage of target protein vs. impurities, delivered with virtual gel images
Automated Workflow
Phase 1 - CFPS Reaction Setup & Incubation
1. Retrieve plates 2. Stamp DNA templates 3. Seal plate 4. Incubate shaking at 30 deg C
Phase 2 - Quantification Prep
1. Dispense PBS diluent 2. Seal plate 3. Store at 4 deg C
Phase 3 - LabChip Quantification
1. Unseal plate 2. LabChip quantification 3. Seal plate 4. Store at 4 deg C
Protocol Parameters
- Payloads & Reagents
- Bravo Stamp
- HiG Centrifuge
- Incubation & Storage
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
Certification Milestones
- Dry Run Complete
- Wet Run Complete
- Biovalidation Complete
- App Note Complete
Use Cases
- Screening candidate protein sequences for expressibility
- Go/no-go decisions before investing in optimization
- Evaluating novel constructs in a cell-free system
- Comparing expression levels across sequence variants
Fluorescent Pixel Art Generation
URL: https://cloud.ginkgo.bio/protocols/fluorescent-pixel-art-generation Status: Beta Price: $25/plate Turnaround: 5-7 days
Overview
Transforms a digital image into a living, fluorescent bacterial artwork printed on an agar omni-tray. Customers submit a pixel art design and colors are mapped to distinct fluorescent E. coli strains. Overnight cultures are prepared from frozen glycerol stocks, diluted, and dispensed onto selective LB-chloramphenicol agar plates via Echo acoustic liquid handling at 50 nL per spot. Plates are incubated at 30 deg C for 16 hours, followed by 4 deg C for 12 hours to stabilize colony morphology and fluorescence. High-resolution photographs are captured under UV illumination and delivered digitally.
Input
- Image file:
.pngor.svgformat - Resolution: 48x48 to 96x96 pixels
- Color mapping: Match image colors to the fluorescent strain palette
- Orientation: Confirm plate orientation and multi-plate designs (identical vs. distinct)
Available Fluorescent E. coli Strains (11 colors)
| Strain/Protein | Color |
|---|---|
| sfGFP | Green |
| mRFP | Red |
| mKO2 | Orange |
| Venus | Yellow |
| Azurite | Blue |
| mClover3 | Bright Green |
| mJuniper | Dark Green |
| mTurquoise2 | Cyan |
| Electra2 | Electric Blue |
| mWasabi | Light Green |
| mScarlet-I | Scarlet |
Output
- Digital delivery: High-resolution UV images in TIFF/JPEG format
- Optional add-ons: Framed archival prints
Automated Workflow
Phase 1 - Source Plate Preparation
1. Shake source plate 2. Centrifuge source plate 3. Peel source plate seal
Phase 2 - Acoustic Dispensing (per destination plate)
1. Peel destination seal 2. Echo hit-pick dispensing (50 nL per spot) 3. Seal destination plate 4. Shake destination plate 5. Centrifuge destination 6. Store destination at 30 deg C (16 hr incubation)
Phase 3 - Source Storage
1. Seal source plate 2. Store source plate
Post-Processing
1. Transfer to 4 deg C for 12 hours (fluorescence stabilization) 2. UV illumination photography 3. Image processing and delivery
Ordering
- Number of Plates: configurable
- File Upload: CSV, Excel, FASTA, TXT, PDF, ZIP, PNG, JPG, GIF, SVG, WEBP
- Additional Details: free-text field for special requirements
Certification Milestones
- Dry Run Complete
- Wet Run Complete
- Biovalidation Complete
- App Note Complete
Use Cases
- Educational outreach and demonstrations
- Unique scientific art and gifts
- Conference displays and promotional materials
- Lab team celebrations
- Visualizing biological art concepts