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adaptyv-bio

Submit cell-free protein expression and binding affinity experiments via Python SDK and REST API.

298|27|Updated Feb 18, 2026
Search Tags:#drug discovery#protein engineering#protein expression#binding affinity#directed evolution#cell-free synthesis
One-click install
npx skills add https://github.com/jaechang-hits/SciAgent-Skills --skill adaptyv-bio
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: adaptyv-bio
Source: https://github.com/jaechang-hits/SciAgent-Skills/tree/main/skills/proteomics-protein-engineering/adaptyv-bio
Command: npx skills add https://github.com/jaechang-hits/SciAgent-Skills --skill adaptyv-bio

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires adaptyvbio, requests, pandas, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the ordering and tracking of cell-free protein expression and binding affinity experiments, streamlining protein engineering workflows.

Core Features & Use Cases

  • Programmatic Experiment Submission: Submit protein sequences for expression (10-100 µg) and binding affinity (KD) characterization via API.
  • Automated Status Tracking & Results Retrieval: Monitor experiment progress and download results programmatically.
  • Use Case: A protein engineer can use this Skill to automatically submit hundreds of computationally designed antibody variants for expression and KD measurement, then retrieve the binding data to retrain their design model in a closed-loop system.

Quick Start

Use the adaptyv-bio skill to submit a protein sequence for expression.

Frequently Asked Questions about adaptyv-bio

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate cell-free protein expression and binding affinity experiments?▼

Submit computationally designed antibody variants for cell-free protein expression (10-100 µg) and binding affinity (KD) measurement by sending protein sequences via API to order experiments and retrieve characterization data.

Can I retrieve binding affinity KD data to retrain a directed evolution model?▼

Yes, you can retrieve binding affinity KD measurement results programmatically via the REST API to feed binding data back into your model and retrain your antibody optimization design in a closed-loop system.

Do I need an Adaptyv Bio account to order protein expression assays programmatically?▼

Yes, you need an active Adaptyv Bio account and API key to authenticate your programmatic access to the experimental workflows for submitting and tracking protein expression and binding affinity assays.

What's the best way to track the status of submitted protein engineering experiments?▼

Track the status of submitted protein engineering experiments by using the Python SDK to poll the REST API, allowing automated monitoring of cell-free protein expression and binding affinity assay progress.

Does the adaptyv-bio skill work with pandas for processing binding assay results?▼

Yes, the skill depends on pandas and requests, allowing you to retrieve binding affinity experiment results via the REST API and process the returned data into DataFrames for downstream analysis.

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