Cell-Free Synthesis Coopetition for Humans & AI

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Cell-Free Reaction Designer
Reagent concentrations in mM (proteins in mg/mL, enzymes in U/mL, DNA in ng/µL).
Reference Plates
Custom Mix
Target
(sfGFP)
2026
19/19
Best
(sfGFP)
2026
18/18
Target
(PETase)
2026
20/20
Best
(PETase)
2026
19/19
Target
(Reteplase)
2026
21/21
Best
(Reteplase)
2026
14/14
yield (g/L)—0.540.61————
Salts
K(Glu) 875 mM
313
200
280
200
200
200
354
Mg(Glu)2 500 mM
6.97
8.85
8.22
8.85
10.1
8.22
6.97
NH4(Glu) 1000 mM
—
10
10
10
Ammonium acetate ○
—
Amino acids
Amino acids 50 mM
4.06
4.81
2
4.81
2
2
3.25
Tyrosine 50 mM
4.06
1.19
1
1.19
1
1
3.25
Cysteine 200 mM
4
5
1
5
1
1
3.25
Buffers
HEPES pH 7.5 1000 mM
45
67.5
57.5
67.5
57.5
57.5
50
Bis-Tris 200 mM
—
Phosphate 500 mM
—
—
7.5
7.5
7.5
—
7.5
7.5
7.5
Energy substrates
Glucose 1110.15 mM
6.94
8.33
8.33
Sodium pyruvate 908.76 mM
—
9.09
9.09
Maltose 146.07 mM
—
Maltodextrin 300 mg/mL
—
Ribose 666.09 mM
77.4
40
40
69.9
PEP 100 mM
—
30
30
30
3-PGA 75 mM
—
—
Cofactors
Folinic acid 10 mg/mL
—
0.025
0.025
0.025
tRNA ○
—
CoA 50 mM
—
0.25
0.25
0.25
NAD 100 mM
—
0.375
0.375
0.375
cAMP 200 mM
—
Nicotinamide 100 mM
3.13
4
4
4
Polyamines / redox
Putrescine 500 mM
—
1.25
1.25
1.25
Spermidine 250 mM
—
1.25
1.56
1.25
1.56
1.56
Dithiothreitol 1000 mM
—
GSSG 170 mM
—
4.04
GSH 100 mM
—
1
Oxalic acid 500 mM
—
3.75
3.75
3.75
Crowd
PEG-8000 10 % w/v
—
TCA
Oxaloacetic acid 500 mM
—
Succinic acid 500 mM
—
Nucleosides / bases
Adenosine 25 mM
—
0.406
0.406
Cytidine 25 mM
—
Guanosine 25 mM
—
Uridine 25 mM
—
Guanine 25 mM
0.156
Enzymes
Catalase 50000 U/mL
—
188
188
DsbC 100 µM
—
5
5
5
NTPs
ATP 100 mM
—
1.25
1.25
1.25
CTP 100 mM
—
0.875
0.875
0.875
GTP 100 mM
—
0.875
0.875
0.875
UTP 100 mM
—
0.875
0.875
0.875
NMPs
AMP 100 mM
0.625
0.5
0.5
0.75
CMP 100 mM
0.375
1
1
0.5
GMP 100 mM
—
1
1
0.5
UMP 100 mM
0.375
1
1
0.5
Water
Water
1.27
3.85
µL
0.47
µL
2.85
µL
1.23
µL
0.63
µL
0.93
µL

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concentration rank

1. Potassium Glutamate 312.66 mM

2. HEPES-KOH pH 7.5 45.00 mM

3. Magnesium Glutamate 6.97 mM

4. Potassium phosphate dibasic 5.63 mM

5. Potassium phosphate monobasic 5.63 mM

6. 17 Amino Acid Mix 4.06 mM

7. Tyrosine pH 12 4.06 mM

8. Cysteine 4.00 mM

9. Nicotinamide 3.13 mM

10. AMP 625.00 uM

11. CMP 375.00 uM

12. UMP 375.00 uM

13. Guanine 156.25 uM

14. Ribose 11.625 g/L

15. Glucose 1.250 g/L

16. Water 1.275 uL

reagent supplement JSON
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reagent prompt
Per research team, per round
384-well plates
4 plates
1,280 reactions
320 unique
96-well plates
1 plate
80 reactions
20 unique
2 mL tubes
20 tubes
20 reactions
5 unique
Protein Details
What we're expressing — structure, sequence, and how each target is measured.
target proteins
sfGFP superfolder GFP

Field-standard fluorescent reporter — folds fast and glows green on its own, so expression reads directly in-plate with no purification. An industry-standard benchmark.

Length240 AA MW27,015 Da Disulfide bonds0 (2 free Cys) — standard CFPS conditions ChromophoreThr65-Tyr66-Gly67 (S65T), autocatalytic (requires O₂) QuantificationDirect fluorescence
240 aa
MSKGEELFTGVVPILVELDGDVNGHKFSVRGEGEGDATIGKLTLKFICTTGKLPVPWPTLVTTLTYGVQCFSRYPDHMKRHDFFKSAMPEGYVQERTISFKDDGKYKTRAVVKFEGDTLVNRIELKGTDFKEDGNILGHKLEYNFNSHNVYITADKQKNGIKANFTVRHNVEDGSVQLADHYQQNTPIGDGPVLLPDNHYLSTQTVLSKDPNEKGTRDHMVLHEYVNAAGITWSHPQFEK
PETase TfCut2 cutinase

A cutinase that hydrolyzes the ester bonds of PET plastic into its monomers — terephthalic acid and ethylene glycol — which can be re-polymerised into new plastic, closing the recycling loop. A model biocatalyst for enzymatic plastic recycling and a test of expressing a disulfide-bonded enzyme.

Length309 AA MW33,157 Da Disulfide bonds1 (Cys274–Cys292) — standard CFPS conditions Active siteSer-His-Asp catalytic triad (α/β hydrolase) Quantificationp-nitrophenol release at OD 405 nm
309 aa
MEKKIWSHPQFEKGGSGENLYFQSGGASPAGGGANPYERGPNPTDALLEASSGPFSVSEENVSRLSASGFGGGTIYYPRENNTYGAVAISPGYTGTEASIAWLGERIASHGFVVITIDTITTLDQPDSRAEQLNAALNHMINRASSTVRSRIDSSRLAVMGHSMGGGGTLRLASQRPDLKAAIPLTPWHLNKNWSSVTVPTLIIGADLDTIAPVATHAKPFYNSLPSSISKAYLELDGATHFAPNIPNKIIGKYSVAWLKRFVDNDTRYTQFLCPGPRDGLFGEVEEYRSTCPFGGSGVSGWRLFKKIS
Reteplase vtPA serine protease

A clot-busting thrombolytic — it activates plasminogen into plasmin, which dissolves the fibrin holding a clot together, so it's used to treat ischemic stroke, myocardial infarction, and other acute thrombotic conditions. The hardest target here (9 disulfide bonds), proving CFPS can make complex therapeutics.

Length399 AA MW44,136 Da Disulfide bonds9 (3 kringle-2 + 5 protease + 1 inter-domain) — requires oxidizing CFPS (DSB lysate + IAM) Active siteSer-His-Asp catalytic triad (serine protease) QuantificationAMC release from IPR-AMC peptide
399 aa
MEKKIWSHPQFEKGGSGENLYFQSGGASPAGGGNSDCYFGNGSAYRGTHSLTESGASCLPWNSMILIGKVYTAQNPSAQALGLGKHNYCRNPDGDAKPWCHVLKNRRLTWEYCDVPSCSTCGLRQYSQPQFRIKGGLFADIASHPWQAAIFAKHRRSPGERFLCGGILISSCWILSAAHCFQERFPPHHLTVILGRTYRVVPGEEEQKFEVEKYIVHKEFDDDTYDNDIALLQLKSDSSRCAQESSVVRTVCLPPADLQLPDWTECELSGYGKHEALSPFYSERLKEAHVRLYPSSRCTSQHLLNRTVTDNMLCAGDTRSGGPQANLHDACQGDSGGPLVCLNDGRMTLVGIISWGLGCGQKDVPGVYTKVTNYLDWIRDNMRPGGSGVSGWRLFKKIS
assay setup

Key metric. sfGFP reports a true expression titer — g/L of folded protein, read directly by fluorescence against a purified-sfGFP curve. PETase and reteplase report enzyme activity — the initial product-release rate (pNP for PETase, AMC for reteplase), expressed as an apparent g/L via each assay's standard curve. That is an observed activity measurement, not a verified physical yield, and g/L values are never comparable across the three targets.

sfGFP endpoint fluorescence
Key metricTiter — g/L folded protein (real yield) PlateCFPS reaction plate (direct) DilutionNone — read in-plate Volume20 µL
PETase OD 405 nm, kinetic
Key metricActivity — pNP-release rate (OD 405 slope) → apparent g/L, not a yield Dilution600× (final read) BufferPBS pH 8 Reads15 cycles, 0–28 min (~2 min apart) Rate windowFirst 6 cycles (0–10 min), linear phase
Reteplase 345 ex / 445 em, kinetic
Key metricActivity — AMC-release rate (fluorescence slope) → apparent g/L, not a yield Dilution2× (direct in CFPS plate) BufferAssay buffer e12461 — 50 mM Tris-HCl pH 8.0, 150 mM NaCl, 0.1% Tween-20 Reads15 reads over ~8 h — ambient between reads (kinetic loop) Rate windowEarly linear reads, OLS slope
Assay Details & Starting Data
How the signal is captured — kinetic plate reads and the calibration curves behind each unit — plus the reagent ranges across the plates we actually ran.
plate reads Kinetic control reads — catalyst-agent-skills overview · joined to autonomous-cfps reference_results recipes
sfGFP RFU
24 49,930
endpoint · single read 312 loadable wells →
PETase OD 405
0.21 2.67
time = 0.00 h
15 reads · 0.47 h 312 loadable wells →
Reteplase RFU
2,593 53,149
time = 0.00 h
15 reads · 7.65 h 312 loadable wells →
standard curves assay calibration references
starting data reagent ranges across the plates we ran

Plate Designs — Reagent Ranges

Control runs — autonomous-cfps reference_results · sfGFP · PETase · Reteplase (OFAT rev3, Round 2)

sfGFPPETaseReteplase
K(Glu)365 mMMg(Glu)₂10 mMNH₄(Glu)10 mMHEPES pH 7.575 mMK-Phosphate38 mMAA mix (17)5.0 mMTyrosine1.2 mMCysteine5.0 mMPEP30 mMGlucose40 mMRibose50 mMPyruvate9.1 mMATP2.0 mMAMP3.0 mMCMP2.1 mMGMP2.1 mMUMP2.1 mMNicotinamide4.0 mMSpermidine1.6 mMPutrescine1.3 mMCoA0.25 mMNAD0.38 mMFolinic acid0.025 mg/mLOxalate3.8 mMGSSG4.0 mMGSH1.0 mMDsbC5.0 µMeach row scaled to its own max (shown at right) · bar = IQR, line = full range, dot = median
Process Details
How the reactions are built and run — the shared automation backbone and the floor it runs on.
process
Shared prep backbone — Echo hitpick → Bravo stamp → incubate — then a protein-specific readout tail (highlighted). Click any step for its transfer specs.
sfGFP
PETase
Reteplase
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