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

# Keeping context fresh

> Maintain and update your context as your brand, catalog, and learnings evolve.

Context isn't set-and-forget. Your catalog changes, your positioning sharpens, and every campaign teaches you something. Keeping it current is what keeps your output on-brand.

## Context files

The most flexible way to give the agent knowledge is a **context file**: a titled document it reads, like a positioning brief or a CSV of data. Context files are:

<CardGroup cols={2}>
  <Card title="Scoped">
    Apply a file workspace-wide, to specific brands, or to specific products. It's read wherever it's relevant.
  </Card>

  <Card title="Versioned">
    Every change is tracked, so you can update with confidence and see what changed.
  </Card>

  <Card title="Searchable">
    Files are indexed for semantic search, so the agent surfaces the right one at the right moment.
  </Card>

  <Card title="Extensible">
    New imports, saved learnings, and manual edits can add to context as your brand and campaigns evolve.
  </Card>
</CardGroup>

## The learning loop

This is where context-first pays off most. When research, reporting, or campaign performance produces a useful learning, save it as context so the next round of creative starts from better source material. Some workflows can create or append context for you, but important rules and claims should still be reviewed.

<Steps>
  <Step title="Refresh when your catalog changes">
    Re-import or add products as your store and offers evolve.
  </Step>

  <Step title="Sharpen your guidelines">
    Tighten brand rules and audiences as you learn what lands.
  </Step>

  <Step title="Keep winners flowing in">
    Save new winning ads and useful research findings so the agent has fresh references.
  </Step>
</Steps>

<Card title="Back to: Context, explained" href="/context/overview" horizontal>
  Revisit how the pieces fit together.
</Card>