Predicts retention via usage frequency, habit formation, and churn risk. See canonical definition in skills/retention-predictor/SKILL.md.
Scanned 5/27/2026
Install via CLI
openskills install MaxKmet/idea-validation-agents---
name: retention-predictor
description: Predicts retention via usage frequency, habit formation, and churn risk. See canonical definition in skills/retention-predictor/SKILL.md.
---
See [skills/retention-predictor/SKILL.md](../../../skills/retention-predictor/SKILL.md) for full instructions and output schema.
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Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history.