Campaign Agents

Artifacts and the Asset Library

Where the durable output of an agent run lives: drafts, the state each one is waiting in, and how images get in and stay reusable.

An artifact is the lasting result of an agent run: something a human can open, review, edit and ship. A draft or an image is an artifact; a chat answer is not.

The artifacts list

Agent output, each row carrying the state it is waiting in.

The List

Four columns: Artifact Name, Agent, Status, Updated.

  • Agent names the agent that produced the row, so you can trace a piece back to the run behind it.
  • Under the title sits the finding that prompted it: the competitor agent's tag (pricing_change, positioning_shift, product_movement, customer_signal, mentions_you) and the one-line reason it mattered.
  • Status is the review state: draft, in review, changes requested, approved, published. See Review and publish.

The Asset Library

Images and files live in the environment's asset library, not on the entry that first used them. An entry's image field points at an assetId, so the same image can be used by several entries without being uploaded again.

Uploading takes three parts: ask for a presigned URL, PUT the bytes, then confirm. A large file never round-trips through the API. The first and last parts are MCP tools: cms_create_asset_upload_url (filename, mimeType, sizeBytes) then cms_confirm_asset_upload.

Set alt when you attach an image. It is far easier than going back for it later. From Slack: "upload this to the CMS asset library with alt text and set it on the post".

Finding Them Later

  • Filter over MCP. list_blogs takes a state filter and a search term, which is the quickest way to answer "what is sitting in review".
  • Cluster them. assign_blog_cluster assigns or clears a strategy cluster on a piece, so "which campaign was this for" is recorded on the artifact rather than in someone's memory.
  • Archive rather than delete. archive_blog is reversible and also unarchives; cms_delete_entry takes the revision history with it.

Traffic analytics shows what the artifact produced once it was live.

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