The "what's working and why" engine. Replaces manual doomscrolling with queryable evidence.
Monday sweep (standard queries)
- Top-performing posts last 7d in pillars: AI architecture, agentic systems, creator OS, gym/performance crossover.
- Hook patterns: first-line structures of top 20 posts per pillar — cluster into named patterns.
- Competitor watch: configured handles — anything >3x their baseline engagement gets a Higgsfield video analysis (see higgsfield-operator).
- Demand check: cross-validate long-form candidates against Semrush keyword/trend data.
Output contract
Brief per pillar: 3 long-form candidates + 10 short hooks, each with evidence link and the pattern it instantiates. File into Notion Content Engine as Idea items with outlier evidence attached. NO candidate without evidence — blank-page ideation is banned.
Distillation feed
Patterns observed 3+ times across weeks → promote to a named framework in Obsidian Frameworks/ (starlight-memory insight-distillation). The framework name then becomes vocabulary in script briefs.
Credit discipline
Free tier 5K credits validates the loop; upgrade to Pro ($20) only after two full weekly cycles prove signal.