AFLOW Materials Discovery

SkillDatabases & data

AFLOW automatic materials discovery skill for high-throughput DFT calculations and materials database queries

Use AFLOW Materials Discovery in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add AFLOW Materials Discovery and connect your AI. About a minute.

Claude ChatGPT Ahel Desktop

Also: Claude Code · Cursor · Codex

Then ask your AI: use the AFLOW Materials Discovery skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Account requirements not reviewed. Check the skill instructions before use; ahel provides instructions and does not run this skill.

No other account needed.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

AFLOW Materials DiscoveryStart free

What this skill tells your AI

The instructions your AI receives, as published by a5c-ai/babysitter in library/specializations/domains/science/physics/skills/aflow-materials-discovery/SKILL.md and read by ahel’s review.

Purpose

Provides expert guidance on AFLOW for high-throughput materials discovery, including database queries, workflow generation, and machine learning integration.

Capabilities

AFLOW database API queries
Automatic workflow generation
Thermodynamic stability analysis
Prototype structure generation
Descriptor calculation
Machine learning integration

Usage Guidelines

Database Queries: Search AFLOW database for materials
Workflow Generation: Create automatic DFT workflows
Stability Analysis: Analyze thermodynamic stability
Prototypes: Generate crystal structure prototypes
ML Integration: Calculate descriptors for ML models

Tools/Libraries

AFLOW
aflow.py
Materials Project API

Signals

GitHub stars: 2k
Forks: 112
Last commit: Sep 2026

Advanced

Item type: skill
Key: aflow-materials-discovery
Source: github.com/a5c-ai/babysitter

github.com/a5c-ai/babysitter