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
4s
Input Tokens
2484
Output Tokens
995
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: The task is to create three follow‑up reminders at specific future times. The only tool that can create reminders is the **calendar** tool, specifically its `schedule_reminder` method, which requires an ISO‑8601 datetime in the `send_at` field. To obtain the exact timestamps we need the current date, then we can compute the three target dates:
1. **Tomorrow** – current date plus 1 calendar day.
2. **Five business days later** – use the `add_business_days` action with `days=5`.
3. **Exactly two weeks later** – current date plus 14 calendar days.
Because the tool calls are independent, we can execute the three `schedule_reminder` calls in parallel after we have the base date. The sequence of calls therefore is:
- `calendar.get_current_date` (to fetch today’s ISO‑8601 date).
- In parallel:
  * `calendar.schedule_reminder` with `send_at` set to *tomorrow*.
  * `calendar.schedule_reminder` with `send_at` set to *five business days later*.
  * `calendar.schedule_reminder` with `send_at` set to *two weeks later*.
Each successful call will be stored in memory with a short key (e.g., `reminder_tomorrow_id`, `reminder_5bd_id`, `reminder_2w_id`) to satisfy the memory‑discipline rule. No other tools are required for this straightforward scheduling task.

Response: Tool calls to perform:
1. `calendar.get_current_date` – retrieve today's date (ISO‑8601).
2. Parallel calls to `calendar.schedule_reminder`:
   - `{ "action": "schedule_reminder", "reminder_name": "follow_up_tomorrow", "send_at": "<today+1day ISO‑8601>" }`
   - `{ "action": "schedule_reminder", "reminder_name": "follow_up_5_business_days", "send_at": "<today+5 business days ISO‑8601>" }`
   - `{ "action": "schedule_reminder", "reminder_name": "follow_up_2_weeks", "send_at": "<today+14 days ISO‑8601>" }`
(Replace the placeholders with the actual timestamps returned by `get_current_date` and the calendar calculations.)