team_crystallize
Surfaces cross-person patterns where multiple team members independently solved similar problems, aggregating learned lessons from multiple authors.
Instructions
Create a Team Crystal — the team-wide, causal counterpart to memory_crystalize. Where memory_crystalize compresses ONE brain by category, team_crystallize surfaces what a per-user memory structurally cannot: which fixes solved structurally SIMILAR problems across MULTIPLE people. A pattern only crystallizes when 2+ distinct authors independently converged on it — that cross-person signal is the moat against single-user "Dreaming"-style memory. Needs attributed lessons (learn_from_attempts(author=...) / team_learn). Surfaces in crystal_view. Example: team_crystallize() → "🧩 pool — 3 people converged (alice, bob, carol): bounded pool + timeout".
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| label | No | Optional label (e.g. "Q1 2026"). Auto-generated from date if omitted. | |
| instance_id | Yes | UUID of the shared team brain instance | |
| min_authors | No | Min distinct authors that must converge for a pattern to crystallize (default: 2, min: 2) |