autograph — typed vault engine

One schema. One graph. Works on any vault.

Overview

No hardcoded domains, types, or paths. The agent discovers structure from data, builds a schema, then enforces it. All scripts share common.py. Zero external dependencies (stdlib only, API calls via urllib).

Quick Reference: 6 Workflows

Workflow	When to use	Entry point
BOOTSTRAP	New vault / after import / first setup	`discover.py` → `enforce.py` → `graph.py health`
HEALTH	Daily maintenance / on request	`graph.py health` → fix → moc → decay
CREATE / UPDATE	New knowledge card, or new info about an existing one	`search.py` dedup → ADD/UPDATE/SUPERSEDE → link → touch
SEARCH & LINK	Find info + strengthen connections	Hub → links → target; `graph.py orphans` → connect
ORCHESTRATE	Automated multi-agent workflows (no API keys)	`orchestrate.py health\|bootstrap`
DAILY → CARDS	Turn a day's raw notes into linked cards	`daily.py extract` → dedup-first process → link