{"id":13919,"plugin_id":"plugin_asdk_app_6aa1e36d0a108191b38d12b95e3d5568","kind":"skill","collection_source":null,"comparison_source":null,"observed_at":"2026-09-30T23:08:25.816Z","digest":"15266f98bed17d2a573180cc5f5088836426f2285ac7ac49c41cf9c0236ef1ea","against":null,"payload":{"description":"Design controlled social copy experiments and publish or schedule test variants through BulkPublish with measurable hypotheses.","included_files":[],"name":"social-copy-ab-testing","skill_md_contents":"---\nname: social-copy-ab-testing\ndescription: Design controlled social copy experiments and publish or schedule test variants through BulkPublish with measurable hypotheses.\n---\n\n# Social Copy A/B Testing\n\nCreate comparable copy variants that test one meaningful variable at a time.\n\n## Workflow\n\n- Define the hypothesis, audience, platform, primary metric, test window, sample or posting plan, and stop condition.\n- Vary one element such as hook, CTA, proof point, framing, or format; keep the rest as consistent as practical.\n- Check character limits and platform requirements with `platform-reference`.\n- Use separate BulkPublish posts or platform-specific content only when the comparison remains interpretable; label variants clearly.\n- Use `get-analytics` after the test window and report supported metrics, sample limitations, and the winning interpretation without overstating causality.\n\nCreate drafts first unless the user explicitly authorizes scheduling or publishing.\n"},"changes":[],"summary":"First saved snapshot. No earlier version is available for comparison.","summary_kind":"deterministic","summary_metadata":{}}