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.

50
Duration
1m 2s
Input Tokens
2421
Output Tokens
4763
Cost
$0.00
Context
Input
You want to schedule three follow-up reminders:
• One for tomorrow,
• One for five business days later,
• One exactly two weeks later.
You are allowed to call tools in parallel, as they run in the cloud. What tool calls will you make?
Expected output
First: Call **calendar.get_current_date** → {"action": "get_current_date"} and persist result as "today".

In Parallel:
• **calendar.add_business_days** → {"action": "add_business_days", "start_date": "today", "days_to_add": 1}
• **calendar.add_business_days** → {"action": "add_business_days", "start_date": "today", "days_to_add": 5}
• **calendar.add_business_days** → {"action": "add_business_days", "start_date": "today", "days_to_add": 14}

Next: For each result, persist separately using **memory.store_item** with keys like "date_plus_1", "date_plus_5", "date_plus_14".

Then: For each stored date, call **calendar.schedule_reminder** with {"action": "schedule_reminder", "date": "<calculated_date>", "reminder_text": "Follow-up"}.

Finally: Persist each reminder result separately using **memory.store_item** with keys like "reminder_tomorrow", "reminder_5bdays", "reminder_2wks".
Model output
Reasoning: ANALYZE: The goal is to schedule three reminders: tomorrow (calendar days), five business days later, and exactly two weeks later. Available tools: calendar (date math, scheduling), memory (persist intermediate results). The calendar tool schema lists actions but not param details; I’ll assume typical fields: add_business_days requires a start date and a count; schedule_reminder accepts either an absolute ISO-8601 datetime (send_at) or a relative ISO-8601 duration (relative_offset). PLAN: 1) Get the current date/time. 2) Persist it. 3) In parallel: compute date+5 business days; schedule reminders for P1D and P14D using relative offsets (independent). 4) Persist each result. 5) After the 5-business-day date is known, schedule that reminder and persist the ID. ACT/REFLECT/DECIDE (with memory discipline and parallelism): I will issue the calls below, persisting each successful result immediately; if any call fails, retry up to 3 times, then log the error to memory and proceed with remaining independent calls.

Response: - calendar.get_current_date
- memory.store_item { key: "today", value: "<ISO-8601 current datetime>" }
- calendar.add_business_days { action: "add_business_days", start_date: "<today>", days: 5 }   [in parallel]
- calendar.schedule_reminder { action: "schedule_reminder", title: "Follow-up (tomorrow)", relative_offset: "P1D" }   [in parallel]
- calendar.schedule_reminder { action: "schedule_reminder", title: "Follow-up (two weeks)", relative_offset: "P14D" }   [in parallel]
- memory.store_item { key: "date_5bd", value: "<ISO-8601 date after 5 business days>" }
- memory.store_item { key: "rem_tomorrow_id", value: "<reminder_id>" }
- memory.store_item { key: "rem_2weeks_id", value: "<reminder_id>" }
- calendar.schedule_reminder { action: "schedule_reminder", title: "Follow-up (5 business days)", send_at: "<date_5bd>" }
- memory.store_item { key: "rem_5bd_id", value: "<reminder_id>" }