Auto71%Harbor: pendingAgentic / Tool UseKnowledge & Reasoning

OR-Clarify

OR-Clarify 📄 Paper: Ask Before You Optimize: Dynamic Pre-Formulation Clarification for Interactive Optimization OR-Clarify is a benchmark for testing whether an agent asks the right questions before formulating an optimization model.

How to run

ltb · or-clarify
$ npm i -g lettokenburn-cli
$ ltb bench info or-clarify

External harness. No Harbor adapter has been generated for this benchmark yet. `ltb bench info` prints the known links.

Runs happen on your machine with your own subscription; only the score summary is pushed. CLI docs

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Every number links to where it was published. Low-confidence rows are muted and need per-cell verification.

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About

OR-Clarify

📄 Paper: Ask Before You Optimize: Dynamic Pre-Formulation Clarification for Interactive Optimization OR-Clarify is a benchmark for testing whether an agent asks the right questions before formulating an optimization model. Most optimization benchmarks give an agent a complete problem statement. OR-Clarify instead starts with an incomplete business brief. The agent must identify missing requirements that could change the optimization formulation, ask for the relevant…