Build with agents

Agents need building blocks. In CLEA, the most useful building blocks are prompt results, chatlogs, sources, competitors, workspace files, suggestion cards, and calendar schedules.

Start with a small routine before building a large automated workflow.

Prompt files and workflow files keep instructions reusable. They are useful when you want CLEA to perform the same review every week or after every prompt run.

File references also keep scheduled prompts short.

Chatlogs show what AI systems answered. The sitemap shows where your site can respond with better content.

Together, they help CLEA move from evidence to content planning.

Tell the agent what to produce. Good output formats include one suggestion card, a short report, a page brief, a workflow update, or a draft section.

If you do not define the output, you will often get a broad summary instead of something usable.

Review agent output before it changes public content. This is especially important for claims, comparisons, SEO edits, structured data, and page writer drafts.

Use CLEA for speed, but keep ownership with the team.

Automate routines after they work manually. Do not schedule a weak prompt and hope automation fixes it.

Goal: weekly visibility review.
Inputs: latest prompt runs, sources, competitors, open suggestion cards.
Steps: find material changes, choose one action, prepare card.
Output: one suggestion card for human review.
Boundary: do not publish or edit pages without approval.