Agents

AI agent reasoning and tool selection tests planning, tool choice, and self-diagnosis capabilities. These skills are crucial for autonomous ticket triage systems and complex agent workflows where models must decide which tools to use, plan multi-step processes, and diagnose when things go wrong. This represents some of the most challenging tasks as they require open-ended reasoning and decision-making.

100
Duration
29s
Input Tokens
2034
Output Tokens
486
Cost
$0.00
Context
Input
The tool call has returned an error. What should you do?
Expected output
Interpret the error and if appropriate, retry the tool call.
Model output
Reasoning: 
    1. **Error Analysis**:
       The previous attempt to call the `calendar` tool failed with 'tool not available'. This is the first error encountered for this tool in the current trajectory (cycle 3). According to instructions, a tool can be retried up to 3 times before escalating to alternatives.

    2. **Next Action Decision**:
       - **Primary Path**: Retry the `calendar` tool immediately (retry 1/3). This is the most efficient way to resolve the date dependency for the flights search.
       - **Fallback Path**: If the retry fails, use the `web_search` tool with a query like 'current date in London' to manually determine tomorrow's date. This avoids assumptions about the system's local date/time.
       - **User Prompt**: Only as a last resort if both tools fail repeatedly.

    3. **Why Not Other Options?**:
       - **Hardcoding/Assumptions**: Risk of timezone mismatches or stale data.
       - **Skipping Date Resolution**: The `flights` tool requires an explicit `date` parameter in `YYYY-MM-DD` format; proceeding without it would violate the tool's schema.
       - **Asking User Now**: Premature; tools should be exhausted first to minimize user effort.

    4. **Execution Plan**:
       - Call `calendar` tool (retry #1).
       - On success: Parse the date, increment by 1 day to get tomorrow's date, then call `flights` tool.
       - On failure: Proceed to `web_search` in the next cycle.

    5. **Progress Tracking**:
       - Current step: Resolve date dependency (blocked by tool error).
       - Remaining goals unchanged: Fetch flights, compile results.
       - Cycle count: 3/3 allowed retries for `calendar` (including initial attempt).
    

Response: {"action": "tool_call", "tool_name": "calendar", "params": {}, "explanation": "Retrying the calendar tool (attempt 1/3) to fetch the current date, which is required to calculate tomorrow's date for the flights search. This is the most direct path to resolve the dependency."}