> ## Documentation Index
> Fetch the complete documentation index at: https://docs.cloudthinker.io/llms.txt
> Use this file to discover all available pages before exploring further.

# Capabilities

> Look up every tool tag agents accept and the output each one produces — dashboards, reports, recommendations, and alerts.

Tool tags tell an agent what kind of output to produce — a dashboard, a report, an alert, and more. Add the tag directly after the agent mention, then write your instruction.

## Syntax

```text theme={null}
@agent #tool instruction
```

| Part          | What it does                                                                            |
| ------------- | --------------------------------------------------------------------------------------- |
| `@agent`      | Routes the request to a specific agent: `@alex`, `@oliver`, `@tony`, `@kai`, or `@anna` |
| `#tool`       | Sets the output format, placed immediately after the mention                            |
| `instruction` | Describes what you want, including scope and constraints                                |

For the full syntax, including combining tags, see [CloudThinker Language](/guide/language).

## Tool tags

| Tag          | Output                                                                                           |
| ------------ | ------------------------------------------------------------------------------------------------ |
| `#dashboard` | Interactive dashboard with real-time metrics, filterable views, fullscreen mode, and PDF export  |
| `#report`    | Analysis document with executive summary, detailed findings, and prioritized recommendations     |
| `#recommend` | Actionable recommendations prioritized by impact, with effort estimates and implementation steps |
| `#alert`     | Monitoring notification triggered on the condition you define                                    |
| `#chart`     | Standalone data visualization                                                                    |
| `#kb`        | Search results from your organization's knowledge base                                           |

## Dashboards

`#dashboard` produces an interactive artifact with live metrics that you can filter, view fullscreen, and export to PDF. See [Artifacts](/guide/artifacts/overview) for how dashboards are stored, shared, and managed.

<Frame>
  <img src="https://mintcdn.com/cloudthinker/U5K1Omsn5IZLCI4L/images/capabilities-dashboard.png?fit=max&auto=format&n=U5K1Omsn5IZLCI4L&q=85&s=c703b73a1d2fd4dfbbaa8c5dce64301d" alt="Dashboard Capability" width="3016" height="1892" data-path="images/capabilities-dashboard.png" />
</Frame>

## Examples

Generate analysis documents with `#report`:

```text theme={null}
@oliver #report SOC 2 compliance assessment
@anna #report quarterly infrastructure review
```

Get prioritized actions with `#recommend`:

```text theme={null}
@tony #recommend index optimizations for the orders table
@alex #recommend cost savings opportunities prioritized by impact
```

Set up monitoring and visualizations with `#alert` and `#chart`:

```text theme={null}
@kai #alert when node CPU exceeds 80% for 5 minutes
@alex #chart spending by service over the last 6 months
```

Add detailed instructions to shape the output:

```text theme={null}
@alex #dashboard AWS costs for the last 30 days
  - Filter by production accounts only
  - Show daily cost breakdown
  - Include cost optimization recommendations
```

## Related

<CardGroup cols={2}>
  <Card title="CloudThinker Language" icon="message" href="/guide/language">
    The complete `@agent #tool instruction` syntax reference and prompt patterns
  </Card>

  <Card title="Operations Hub" icon="gauge" href="/guide/operations-hub">
    Run pre-built operations that use these tool tags
  </Card>

  <Card title="Tasks & Scheduling" icon="calendar-check" href="/guide/automation/tasks">
    Schedule outputs to run automatically — daily reports, weekly audits
  </Card>

  <Card title="Agents" icon="robot" href="/guide/agents">
    See which outputs each agent specializes in
  </Card>
</CardGroup>
