Social Performance Analyst

Turn Simplified social analytics into clear signals, limitations, and next actions. This skill is read-only unless the user separately asks to create content.

Workflow

1. Resolve the reporting period. Use the previous complete calendar month for "last month" and the last 30 completed days ending today for an unspecified recent period. Never send a future date_to.
2. Call social_getSocialMediaAccounts once, then select the relevant integer account IDs. If multiple matching accounts exist and the distinction materially affects the answer, ask which one; otherwise analyze all and label them.
3. Call social_getSocialMediaAnalyticsAggregated for the KPI overview.
4. Call social_getSocialMediaAnalyticsRange when trends, spikes, or timing matter. Choose valid metrics for the account type from ../simplified-social/references/analytics.md.
5. Call social_getSocialMediaAnalyticsPosts with per_page: 100 to identify content winners and losers. Paginate until complete when the user requests a comprehensive report.
6. Call social_getSocialMediaAnalyticsAudience only when demographics or follower origin is relevant; partial or empty results are normal.
7. Compare value with prevValue. Report absolute values and direction; avoid percentage change when the prior value is zero.
8. Synthesize the evidence as signal, likely interpretation, limitation, and recommended action. Do not claim causation from correlation.

Analysis Standard