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
19s
Input Tokens
4200
Output Tokens
889
Cost
$0.00
Context
Input
You need to send a follow-up confirmation email exactly two business days from now at 09:00. List the tool sequence and key parameters you would pass to the tool call.
Expected output
1 **calendar.get_current_date** → {"action": "get_current_date"}
1b **memory.store_item** → {"action": "store_item", "key": "current_date", "value": "<current_date_result>"}
2 **calendar.add_business_days** → {"action": "add_business_days", "start_date": "<current_date>", "days_to_add": 2}
2b **memory.store_item** → {"action": "store_item", "key": "target_date", "value": "<result_from_add_business_days>"}
3 **calendar.format_date** → {"action": "format_date", "date": "<target_date>T09:00:00", "format": "YYYY-MM-DDTHH:mm:ssZ"}
3b **memory.store_item** → {"action": "store_item", "key": "formatted_send_time", "value": "<formatted_datetime_result>"}
4 **email.draft_email** → {"action": "draft_email", "to": "<customer_email>", "subject": "Address Update Confirmation", "body": "<confirmation_message>"}
4b **memory.store_item** → {"action": "store_item", "key": "draft_id", "value": "<draft_email_id>"}
5 **email.schedule_email** → {"action": "schedule_email", "draft_id": "<draft_id>", "send_at": "<formatted_send_time>"}
5b **memory.store_item** → {"action": "store_item", "key": "scheduled_email", "value": "Email scheduled for <formatted_send_time>"}
Model output
Reasoning: To send a follow-up confirmation email exactly two business days from now at 09:00, I need to break this down into a systematic approach:

1. First, I need to get the current date to calculate when 'two business days from now' would be
2. Then I need to add 2 business days to that date
3. Format the target date with the specific time (09:00)
4. Draft the confirmation email with appropriate content
5. Schedule the email to be sent at the calculated datetime

Based on the available tools in the context, I have access to:
- calendar tool: for date calculations and formatting
- email tool: for drafting and scheduling emails
- memory tool: for storing intermediate results

The sequence would involve calendar operations first to determine the correct send date, then email operations to draft and schedule the message. I need to follow the memory discipline rule by storing salient outputs after each successful tool call.

Response: **Tool Sequence and Parameters:**

**Step 1: Get Current Date**
- Tool: `calendar`
- Action: `get_current_date`
- Parameters: `{"action": "get_current_date"}`

**Step 2: Calculate Target Date (2 Business Days Later)**
- Tool: `calendar`
- Action: `add_business_days`
- Parameters: `{"action": "add_business_days", "start_date": "[current_date_from_step1]", "days_to_add": 2}`

**Step 3: Format Target DateTime with 09:00 Time**
- Tool: `calendar`
- Action: `format_date`
- Parameters: `{"action": "format_date", "date": "[target_date_from_step2]", "format": "ISO-8601 with 09:00:00 time"}`

**Step 4: Store Calculated Date in Memory**
- Tool: `memory`
- Action: `store_item`
- Parameters: `{"action": "store_item", "key": "followup_send_date", "value": "[formatted_datetime_from_step3]"}`

**Step 5: Draft Follow-up Confirmation Email**
- Tool: `email`
- Action: `draft_email`
- Parameters: `{"action": "draft_email", "to": "[customer_email]", "subject": "Follow-up Confirmation", "body": "[confirmation_message_content]"}`

**Step 6: Schedule the Email**
- Tool: `email`
- Action: `schedule_email`
- Parameters: `{"action": "schedule_email", "draft_id": "[draft_id_from_step5]", "send_at": "[formatted_datetime_from_step3]"}`

**Step 7: Store Email Schedule Confirmation**
- Tool: `memory`
- Action: `store_item`
- Parameters: `{"action": "store_item", "key": "scheduled_email_id", "value": "[email_schedule_id_from_step6]"}`

**Key Parameters to Note:**
- The `send_at` parameter requires ISO-8601 datetime format
- Customer email address would need to be retrieved from context or database
- Email content should be customer-friendly and not expose internal IDs
- All intermediate results are stored in memory following the discipline rule