AutoDiscovery
OfficialStreamline AI-driven scientific discovery through automated experiments.
Education & Research#hypothesis testing#autodiscovery#experiment monitoring#experimental management#AI-driven science
Authorallenai
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill enables users to create, monitor, and manage autonomous AI-driven discovery runs, automating iterative scientific experiments and hypothesis testing.
Core Features & Use Cases
- Run Management: Create, list, and get details of multiple discovery runs using the
asta autodiscoveryCLI commands. - Experiment Tracking: View specific experiments within runs, analyze surprise scores and belief updates to guide research.
- Analysis & Decision: Quickly assess run statuses and experiment outcomes to decide on further exploration or refinement.
Quick Start
Create a new discovery run, upload dataset, configure metadata, and submit to initiate automated experimentation.
Dependency Matrix
Required Modules
uvasta
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: AutoDiscovery Download link: https://github.com/allenai/asta-plugins/archive/main.zip#autodiscovery Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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