> ## Documentation Index
> Fetch the complete documentation index at: https://agent-compass.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# SGI Deep Research

> Scientific general intelligence deep-research subset.

SGI Deep Research is the AgentCompass subset for scientific general intelligence workflows aligned with scientist-style evaluation.

## Runtime Status

| Field               | Value                                                  |
| ------------------- | ------------------------------------------------------ |
| Benchmark id        | `sgi_deep_research`                                    |
| Tags                | `Deep Research`, `Scientific Research`, `Judge-Scored` |
| Execution type      | local with judge                                       |
| Typical harness     | `researchharness`                                      |
| Typical environment | `host_process`                                         |
| Current status      | registered in the direct runtime                       |

## Run Example

```bash theme={null}
agentcompass run \
  sgi_deep_research \
  researchharness \
  your-model \
  --env <env-provider> \
  --benchmark-params '{"sample_ids":["<task-id>"]}' \
  --model-base-url "$MODEL_BASE_URL" \
  --model-api-key "$MODEL_API_KEY"
```

## Common Parameters

| Parameter     | Meaning                       |
| ------------- | ----------------------------- |
| `category`    | Filter task category.         |
| `judge_model` | Judge model spec for scoring. |

## Outputs

Per-task details are written to `results/sgi_deep_research/<model>/<run>/details/`. Aggregate metrics are written to `summary.md`.