Apps · PROJECT NOTES
ToolEmu
A language-model-based tool emulator and evaluation framework for studying risky agent behavior and task helpfulness from simulated trajectories.
What can you do with it?
Explore underspecified tool-use scenarios with standard or adversarial emulation and compare separate model-judged safety and helpfulness scores.
What should you know before using it?
Tool effects and grades are produced by language models, not real API side effects or an independent security guarantee. The pinned assets contain 144 cases using 38 toolkits/330 tool specifications; the README's 36/311 figures describe an older inventory. Record emulator, evaluator and model settings. Setup depends on PromptCoder and older pinned libraries. Root LICENSE is Apache-2.0 but setup.py's MIT classifier conflicts; do not describe licensing as uniformly resolved.
What is verified here?
Runtime: Python package 0.1.0; README requires a separate PromptCoder checkout and editable installs. requirements.txt pins langchain 0.0.277 and anthropic 0.3.6; agent/emulator/evaluator access must be configured. Public scripts and JSON specifications were inspected, not run.
License note: The repository LICENSE is Apache-2.0, while setup.py identifies MIT in its package classifier. This inconsistency is preserved; dependencies such as PromptCoder and model services have separate terms. Upstream license ↗
This entry was reviewed against original project material. We have not independently run the software or reproduced its results. AI-development claims are author-reported; check upstream for current versions, setup requirements, and licenses.
- Resource type
- Environment + benchmark
- Provenance
- Development provenance not established
- Reviewed
- Platforms
- Consult upstream documentation