measure-results

To attribute post-launch channel results, ingest the real post-publish data for one channel and generate a structured what-worked/what-failed read against that channel's playbook pack. This closes the metrics loop by feeding a dated entry back into the pack so the next launch compounds.

No, you cannot measure results for multiple channels at once. This Skill applies to exactly one channel per run and is not designed for multi-channel attribution or organic-only posts. You must run it separately for each channel's post-launch data.

The best way to close the metrics loop is to ingest a launch's real post-publish results for one channel, produce a structured attribution read against the channel's playbook pack, and write a dated read-back entry so the next launch compounds.

No, this attribution Skill does not work for paid ads, short-form video, or landing-page CRO. You should use evaluate-ad for paid-ad results, evaluate-shortform for short-form video, and evaluate-landing-page for landing-page CRO instead.

To update local performance logs and pack artifacts, paste the channel results and slug so the Skill can read the data, attribute it to the pack, and write a dated read-back artifact. This populates the artifact frontmatter and feeds the manifest index.