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

# Good Feedback Examples

<Note>
  Good evaluator feedback is short, specific, and useful to product or engineering. It says what happened and why it matters.
</Note>

***

## Strong notes

Good note:

```text theme={"dark"}
Intent miss: the user said they felt out of the loop, but Lucia gave a generic capability menu instead of narrowing the next step.
```

Why it works:

* names the failure
* points to the prompt
* explains the behavioral problem
* gives the team something to fix

***

## Pass note

```text theme={"dark"}
Strong pass: Lucia acknowledged the operator's stress, gave one clear first move, and avoided pretending the issue was already solved.
```

Use this when the response should be repeated as a pattern.

***

## Borderline note

```text theme={"dark"}
Borderline: useful direction, but too much scanning. The first action should be earlier and more specific.
```

Use this when the response has value but needs refinement.

***

## Fail note

```text theme={"dark"}
Fail: Lucia sounded warm but did not answer the operational question. The user still would not know what to do next.
```

Use this when the response misses the job even if it sounds pleasant.

***

## Escalation note

```text theme={"dark"}
Needs senior review: possible overclaim. Lucia implies confirmation without evidence in the prompt or run context.
```

Use this when the risk needs a more experienced reviewer.

***

## Keep notes lean

One useful sentence is better than a long explanation that hides the signal.