# grainulation

Canonical URL: https://doramagic.ai/en/projects/grainulation/

Source repository: https://github.com/grainulation/grainulation

## What it is

The grainulation ecosystem. Structured research, decision-making, and knowledge management for AI agents.

## Capability boundary

Portable AI capability asset

## First safe verification

Verify the smallest path in an isolated environment and keep a rollback path.

## Main risk

May increase setup, validation, or first-run risk for the user.

## Evidence base

https://github.com/grainulation/grainulation, https://github.com/grainulation/grainulation#readme, Human Manual, Pitfall Log