grow-memory-bank-organically

What problem does it solve?

Enables teams to grow their memory bank organically, adding documentation only when real needs arise, avoiding upfront bloating and waste.

Core Features & Use Cases

• Need-driven growth: Start minimal and expand memory coverage as problems surface.
• Gap identification: Systematically detect coverage gaps via repeated questions or friction points.
• Lightweight expansions: Add focused files, sections, or ADRs when a concrete need is observed, with clear owners and timelines.
• Pattern alignment: Tie new docs to recurring patterns and use them in reviews, onboarding, and planning.
• Use Case: When a team encounters a recurring issue, document a targeted pattern and reuse it to shorten future investigations.
• The guidance in this Skill references organic-growth templates and pruning practices to prevent bloating.

Quick Start

Begin by auditing current memory coverage, identifying gaps, and documenting new learnings only when problems arise.