Agents – anthropic/claude-opus-4.5 Task

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.

Duration

14s

Input Tokens

1708

Output Tokens

689

Cost

$0.03

Context

Input

You have just received a trigger with a user request. What is the first thing you do?

Expected output

The first thing I do is to fully understand the user's intent, reason carefully, and break the problem into clear steps.

Model output

Reasoning: The user has sent a trigger with a request about adding a yearly company dinner to the calendar with a reminder. Let me analyze what I need to do:

1. **Understand the user's intent**: The user wants to:
   - Add the yearly company dinner to their calendar
   - Set a reminder some days before the event
   - They mentioned there's an email with more information about the event

2. **Identify what information I need**:
   - The exact date of the company dinner
   - Possibly the time and location (for a complete calendar entry)
   - How many days before they want the reminder

3. **What I know vs. what I don't know**:
   - I know there's an email with more info about the dinner
   - I don't know the specific date, time, or other details
   - I don't know how many days before the user wants the reminder

4. **First action to take**:
   Since the user mentioned there's an email with more information about the company dinner, the first logical step is to search for that email to retrieve the necessary details (date, time, location, etc.) before creating the calendar event.

So my first action should be to use the email tool to search for emails related to the company dinner to find the relevant information.

Response: The first thing I do is **search for the email containing the company dinner details**.

Here's my reasoning and approach:

**Step 1: Understand the Request**
The user wants me to:
1. Add the yearly company dinner to their calendar
2. Set a reminder some days before the event
3. The user mentioned there's an email with more information

**Step 2: Identify Missing Information**
To create a proper calendar event, I need:
- The exact date of the company dinner
- Possibly the time and location
- How many days before to set the reminder (user said "some days" - this is vague)

**Step 3: First Action**
Since the user referenced an email with more details, I would use the **email tool** with the `search_emails` action to find the relevant email about the company dinner.

**Proposed tool call:**
```json
{
  "tool": "email",
  "action": "search_emails",
  "params": {
    "query": "company dinner"
  }
}
```

After retrieving the email and extracting the event details (date, time, location), I would then:
1. Ask the user to confirm/specify how many days before they want the reminder (since "some days" is ambiguous)
2. Check the calendar for any conflicts on that date
3. Create the calendar event with the reminder

This systematic approach ensures I gather all necessary information before taking action, avoiding errors and ensuring user satisfaction.

Reasoning: The user has sent a trigger with a request about adding a yearly company dinner to the calendar with a reminder. Let me analyze what I need to do: 1. **Understand the user's intent**: The user wants to: - Add the yearly company dinner to their calendar - Set a reminder some days before the event - They mentioned there's an email with more information about the event 2. **Identify what information I need**: - The exact date of the company dinner - Possibly the time and location (for a complete calendar entry) - How many days before they want the reminder 3. **What I know vs. what I don't know**: - I know there's an email with more info about the dinner - I don't know the specific date, time, or other details - I don't know how many days before the user wants the reminder 4. **First action to take**: Since the user mentioned there's an email with more information about the company dinner, the first logical step is to search for that email to retrieve the necessary details (date, time, location, etc.) before creating the calendar event. So my first action should be to use the email tool to search for emails related to the company dinner to find the relevant information. Response: The first thing I do is **search for the email containing the company dinner details**. Here's my reasoning and approach: **Step 1: Understand the Request** The user wants me to: 1. Add the yearly company dinner to their calendar 2. Set a reminder some days before the event 3. The user mentioned there's an email with more information **Step 2: Identify Missing Information** To create a proper calendar event, I need: - The exact date of the company dinner - Possibly the time and location - How many days before to set the reminder (user said "some days" - this is vague) **Step 3: First Action** Since the user referenced an email with more details, I would use the **email tool** with the `search_emails` action to find the relevant email about the company dinner. **Proposed tool call:** ```json { "tool": "email", "action": "search_emails", "params": { "query": "company dinner" } } ``` After retrieving the email and extracting the event details (date, time, location), I would then: 1. Ask the user to confirm/specify how many days before they want the reminder (since "some days" is ambiguous) 2. Check the calendar for any conflicts on that date 3. Create the calendar event with the reminder This systematic approach ensures I gather all necessary information before taking action, avoiding errors and ensuring user satisfaction.