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

# Recaps

> AI-powered performance recaps that surface the trends, anomalies, and runs that matter most.

Recaps are AI-generated performance reports that dig through your agent data and surface what you'd otherwise miss - emerging failure patterns, cost anomalies, shifting user behavior, and the specific runs behind each trend. Configure them on a daily, weekly, or monthly cadence.

## How it works

1. **Data collection** - queries your agent's runs, errors, costs, and user interactions from the configured time period
2. **AI analysis** - an AI agent explores the data end-to-end, identifying trends, anomalies, and noteworthy changes
3. **Evidence linking** - each finding is backed by links to the specific runs, sessions, and patterns that support it
4. **Delivery** - recaps are sent to your Slack channels and appear in your dashboard

## What's inside a recap

Every recap includes:

* **Metrics comparison** - key numbers (run volume, failure rate, cost, feedback) compared against the previous period so you can spot shifts instantly
* **Trends of interest** - the AI highlights what's changing and why it matters, whether it's a spike in errors, a drop in user satisfaction, or a model that's costing more than it should
* **Issues by severity** - problems categorized as high, medium, or low, each with supporting user quotes and linked runs
* **Topic breakdown** - what users are asking about most, with percentage breakdowns and example prompts
* **Highlights** - the wins: improved success rates, efficiency gains, tools performing well

## Configuring your cadence

Set your recap frequency from the **Integrations** page or through [Slack](/features/slack):

| Frequency   | What you get                                                              |
| ----------- | ------------------------------------------------------------------------- |
| **Daily**   | Quick snapshot of yesterday's activity and any issues worth knowing about |
| **Weekly**  | Deep analysis comparing this week to last, with full trend breakdowns     |
| **Monthly** | Broader view of how your agent is performing over time                    |

## Dashboard highlights

Recaps also appear as highlights at the top of your overview dashboard. Click any highlight to drill into:

* A written analysis of what changed and why
* The key metrics behind the finding
* Links to the specific failures, runs, sessions, or patterns involved
* Example traces illustrating the trend

## Slack delivery

With the [Slack integration](/features/slack) configured, recaps are delivered automatically to your subscribed channels on your chosen schedule.