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adaptyv

7.7

by K-Dense-AI

102Favorites
274Upvotes
0Downvotes

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.

protein design

7.7

Rating

0

Installs

AI & LLM

Category

Quick Review

High-quality skill for automated protein testing via cloud laboratory platform. The description clearly covers capabilities (binding assays, expression testing, thermostability, enzyme activity, sequence optimization) and provides sufficient context for invocation. Task knowledge is strong with authentication setup, installation, basic usage code, and references to detailed documentation for experiments, optimization workflows, API endpoints, and examples. Structure is excellent - SKILL.md provides a concise overview with well-organized sections while deferring technical details to appropriate reference files. Novelty is strong as this bridges AI protein design with real wet-lab validation, a specialized integration that would require significant discovery and setup for a CLI agent. Minor deductions: some API details (exact endpoints beyond base URL, error handling) could be more explicit in the quick start, and platform alpha/beta status introduces some uncertainty about API stability.

LLM Signals

Description coverage8
Task knowledge9
Structure9
Novelty8

GitHub Signals

6,871
818
49
3
Last commit 1 days ago

Publisher

K-Dense-AI

K-Dense-AI

Skill Author

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