catgo-LRG: AI-driven workbench for computational materials science

by Hello-QM · Agent Tool · ★ 209

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install catgo-LRG

git clone https://github.com/Hello-QM/catgo-LRG.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 61/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

asecatalysiscomputational-chemistrycp2kdfthpcllm-agentmaterials-scienceorcapymatgen

Quick Facts

Stars209
Forks26
LanguageTypeScript
CategoryAgent Tool
LicenseAGPL-3.0
Quality Score61/100
Open Issues10
Last Updated2026-10-22
Created2026-04-29
Platformsnode
Est. Tokens~20k

About catgo-LRG

CatGo AI-driven workbench for computational materials science. 简体中文 CatGo is a desktop application that combines an interactive 3D structure viewer, a natural-language AI assistant (CatBot), a visual DAG workflow engine, and HPC integration into a single tool.

Compatible Skills

These tools work well together with catgo-LRG for enhanced workflows:

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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