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

# Usage Examples

<Note>
  Use these patterns when creating new Eval Labs Canon notes, homepage sections, screenshots, and brand references.
</Note>

***

## Standard page opening

```md theme={"dark"}
---
cssclasses:
  - eval-labs-note
---
# Page Title

<Note>
One clear sentence explaining what this note is for.
</Note>

---

## First Section

Plain explanation.
```

***

## Homepage Logo/Text Table

Use this for the homepage identity unit:

```md theme={"dark"}
|  |  |
|---|---|
| ![binary-eval-logo](/images/eval-labs/binary-eval-logo.png)<br><em>Eval Labs Logo.</em> | Eval Labs serves as the definitive proprietary AI audit-layer, engineered to govern and validate the hyper-complex outputs of Lucia’s cognitive core. |
```

CSS owns the sizing, spacing, purple rail, mobile stacking, and invisible table treatment.

Do not size the image in the Markdown embed.

***

## Screenshot block

```md theme={"dark"}
![ui-review-queue](/images/eval-labs/ui-review-queue.png)
_Review Queue. Human evaluators score Lucia’s responses and save notes._
```

Keep captions short.

***

## Summary callout

```md theme={"dark"}
<Note>
Eval Labs exists to make Lucia’s behavior reviewable, repeatable, and safer to improve.
</Note>
```

***

## Risk callout

```md theme={"dark"}
<Warning>
Do not treat one good response as proof of stable behavior. Use a saved suite and rerun it after changes.
</Warning>
```

***

## Verified callout

```md theme={"dark"}
<Check>
Saved custom suites are live and can be reused for regression checks.
</Check>
```

***

## Eval-specific wording

Good:

```text theme={"dark"}
This run shows a repeated tone regression in overwhelmed-owner prompts.
```

Better:

```text theme={"dark"}
This run shows Lucia becoming more verbose under operator stress, which increases scanning burden and should fail the calm/usefulness bar.
```

***

## Template for new brand notes

````md theme={"dark"}
---
cssclasses:
  - eval-labs-note
---
# Note Title

<Note>
What this note governs.
</Note>

---

## Rule

The operating rule goes here.

---

## Use when

- case one
- case two
- case three

---

## Avoid

- failure mode one
- failure mode two
- failure mode three

---

## Example

```text
Concrete example here.
````

```
```
