evaluate-content

To evaluate organic social media posts, score the published post within an active evaluation loop using its primary metric and a four-way engagement breakdown of likes, saves, shares, and comments to judge content durability.

The best way to decide whether to keep or discard published content is to score it against an evaluation loop's metric ingest and diagnosis outputs, categorizing the post's performance into keep, discard, watch, or blocked statuses.

No, you cannot score content across multiple platforms in a single evaluation cycle. The content evaluation process enforces one primary platform per cycle to ensure accurate measurement and route decisions to the correct downstream skills.

To set up an evaluation loop for scoring published text, image, and carousel posts, provide the specific loop slug, the primary platform, and the evaluation window to begin the metric ingest and diagnosis process.

When scoring an organic post inside an evaluation loop, you get a canonical evaluation artifact, a ledger row for record-keeping, and optional learnings grounded in the loop context to drive data-backed cycle planning.