Sweep Stale Seeds

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• Reviews Retros ReflectionFacilitates team retrospectives.
• Search CorpusAnswers what have I already thought about X.
• Section Portfolio AssessmentAssesses Substack section health based on volume, engagement trends, and niche alignment.
• Slop DetectorScans a substacker draft for 10 signatures of AI-generated explainer slop �.
• Tag By TopicUses keyword + title match; logs near-miss candidat.
• Update Analogy CatalogLogs each new analogy from a published post into a shared catalog.
• Update Audience NotesLogs weekly audience observations with supporting evidence into a shared notes file.
• Update Topic LedgerMaintains substacker shared-context/topic-ledger.md as an append-and-update index of.