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

# Get Feedback Patterns

> Aggregated unnecessary-tool patterns and confidence

## Query Parameters

* `project_id` (optional)
* `tool_name` (optional)
* `min_reviews` (default `0`)

## Response

`patterns[]` includes:

* `tool_name`
* `frequency` (unnecessary count)
* `total_reviews`
* `unnecessary_rate` (percentage)
* `confidence_score` (0-1)
* `avg_cost_usd`
* `example_task_ids[]`
* `last_updated`