Agent skill · research science · aiskillstore
adaptyv
Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity assays, or protein sequence optimization. Also use for submitting experiments via API, tracking experiment status, downloading results, optimizing protein sequences for better expression using computational tools (NetSolP, SoluProt, SolubleMPNN, ESM), or managing protein design workflows with wet-lab validation.
Why this skill is useful
Provides specific API commands and workflows for protein testing and optimization that the AI wouldn't reliably generate on its own.
What it needs
Requires python-dotenv, requests, uv installed locally. Requires adaptyv account access. About 2k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
Adaptyv Adaptyv is a cloud laboratory platform that provides automated protein testing and validation services. Submit protein sequences via API or web interface and receive experimental results in approximately 21 days. Quick Start Authentication Setup Adaptyv requires API authentication. Set up your credentials: 1. Contact support@adaptyvbio.com to request API access (platform is in alpha/beta) 2. Receive your API access token 3. Set environment variable: Or create a .env file: Installation Install the required package using uv: Basic Usage Submit protein sequences for testing: Available Experiment Types Adaptyv supports multiple assay types: Binding assays - Test protein-target interactions using biolayer interferometry Expression testing - Measure protein expression levels Thermostability - Characterize protein thermal stability Enzyme activity - Assess enzymatic function See reference/experiments.md for detailed information on each experiment type and workflows. Protein Sequence Optimization Before submitting sequences, optimize them for better expression and stability: Common issues to address: Unpaired cysteines that create unwanted disulfides Excessive hydrophobic regions causing aggregation Poor solubility predictions Recommended tools: NetSolP / SoluProt - Initial solubility filtering SolubleMPNN - Sequence redesign for improved solubility ESM - Sequence likelihood scoring ipTM - Interface stability assessment pSAE - Hydrophobic exposure quantification See reference/proteinoptimization.md for detailed optimization workflows and tool usage. API Reference For complete API documentation including all endpoints, request/response formats, and authentication details, see reference/apireference.md. Examples For concrete code examples covering common use cases (experiment submission, status tracking, result retrieval, batch processing), see reference/examples.md. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/adaptyv