
Tool Use And Schema Validation
Claude API · Anthropic
Foundation Model & API — Anthropic (Claude)
Anthropic evals — Tool Use & Schema Validation (relift v3 InfraRed)
About Anthropic
Anthropic is an AI safety company and the maker of Claude. Its API exposes the Claude model family (Opus, Sonnet, Haiku) with tool use, prompt caching, extended thinking, batch processing, vision, the Files and Memory tools, and the Claude Agent SDK.
Sample tests· showing 3 of 9
| # | Input | Expected behavior | Check |
|---|---|---|---|
| 01 | Agent provides three tools and sets tool_choice=auto. The user query 'what time is it in Tokyo?' clearly needs the get_time tool. | Pass tool_choice={type:'auto'} (or omit; auto is default when tools are present). Allow the model to decide whether to call. Do not pre-route by string-matching the user query and forcing a tool — that bypasses model reasoning. | Pass / FailAi Platformmedium |
| 02 | Workflow requires the next assistant message to call the submit_invoice tool — no other tool and no plain-text response. | Set tool_choice={type:'tool', name:'submit_invoice'}. The next assistant response will contain a tool_use block for submit_invoice and no text block. Handle the resulting tool_use_id and pair with tool_result. | Pass / FailAi Platformhigh |
| 03 | Model returns two tool_use blocks in one assistant turn: get_weather(SF) and get_weather(NYC). Agent dispatches both in parallel. | On the next user turn, include two tool_result blocks — one per tool_use_id, matched exactly by tool_use_id. Order of tool_results within the user turn is independent of dispatch order; matching is by id. | Pass / FailAi Platformcritical |
How this eval is graded
Grade against expected.ideal_behavior and expected.rubric. Per-criterion pass requires mean >= 4.0 and no criterion below 3.
Rubric criteria
- Anthropic
- Ai Platform
- Tool Use And Schema Validation
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