knowledge_growth

What problem does it solve?

Automates the daily processing of knowledge materials in memory, advancing through a three-phase lifecycle: raw → digesting → formed. It runs independently on a cron-based schedule (0 3 * * *), not relying on life_sim, and uses a dedicated lock to ensure deterministic processing across sessions.

Core Features & Use Cases

• Independent scheduled workflow that ingests knowledge items from memory/material_pool.md and stores results into memory/knowledge_bank.md with 3-phase transitions.
• Supports deterministic locking (.knowledge.lock) to prevent race conditions and enables phase transitions (raw, digesting, formed).
• Use Case: An enterprise team curates knowledge chunks daily and progressively digests them into "formed" knowledge entries for proactive referencing.

Quick Start

Configure the cron to run at 0 3 * * * and ensure material_pool.md and the memory lock file are in place so the workflow can execute automatically.