TO

ryoungj/ToolEmu

[ICLR'24 Spotlight] A language model (LM)-based emulation framework for identifying the risks of LM agents with tool use

197 21 +1/wk
GitHub
agent ai-safety language-agent language-model large-language-models prompt-engineering
Trend 3

Star & Fork Trend (18 data points)

Stars
Forks

Multi-Source Signals

Growth Velocity

ryoungj/ToolEmu has +1 stars this period . 7-day velocity: 0.5%.

Deep analysis is being generated for this repository.

Signal-backed technical analysis will be available soon.

Metric ToolEmu diffbot-kg-chatbot AutoR developer-kit
Stars 197 197197196
Forks 21 46620
Weekly Growth +1 +0+43+2
Language Python Jupyter NotebookPythonPython
Sources 1 111
License Apache-2.0 Apache-2.0N/AMIT

Capability Radar vs diffbot-kg-chatbot

ToolEmu
diffbot-kg-chatbot
Maintenance Activity 0

Last code push 748 days ago.

Community Engagement 53

Fork-to-star ratio: 10.7%. Active community forking and contributing.

Issue Burden 70

Issue data not yet available.

Growth Momentum 70

+1 stars this period — 0.51% growth rate.

License Clarity 95

Licensed under Apache-2.0. Permissive — safe for commercial use.

Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.