adaptyv

combined

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. Uses the Adaptyv Bio Foundry API and Python SDK to design protein characterization experiments, estimate costs, submit sequences, monitor laboratory progress, and retrieve results. Applies to Adaptyv Foundry, its target catalog, binding screening and affinity assays, thermostability, expression, fluorescence, epitope binning, and enzyme activity workflows, including code using adaptyv or FoundryClient.

When to use

Use this skill when the request matches its documented task boundary.
Use it when the user can provide the required inputs and expects a structured deliverable.
Prefer this skill for repeatable, checklist-driven execution rather than open-ended brainstorming.

When not to use

Do not use this skill when the required source data, identifiers, files, or credentials are missing.
Do not use this skill when the user asks for fabricated results, unsupported claims, or out-of-scope conclusions.
Do not use this skill when a simpler direct answer is more appropriate than the documented workflow.

Skill page

Conflict

The K-Dense copy is a detailed, version-pinned guide for the official Adaptyv Foundry API and SDK, while the other three copies describe a different, older alpha/beta platform using a Lambda URL, raw requests, and a different submission payload. They disagree on the base URL, authentication setup, SDK usage, and experiment submission format, so crowning one would hide a real alternative.