Developmental Stages

How Kremis tracks graph maturity through four developmental stages.

Kremis tracks the maturity of the graph through developmental stages based on the count of stable edges (edges with weight ≥ 10).

Stages are informational only — they do not gate functionality.

Stage Progression

Stage	Name	Stable Edge Threshold
S0	Signal Segmentation	0
S1	Pattern Crystallization	100
S2	Causal Chaining	1,000
S3	Recursive Optimization	5,000

What Each Stage Represents

1. S0 — Signal Segmentation

   Initial stage. The graph is building basic structure from incoming signals. Few or no stable patterns yet.

2. S1 — Pattern Crystallization

   Patterns are emerging from repeated signals. At least 100 edges have been reinforced to stability (weight ≥ 10).

3. S2 — Causal Chaining

   Strong interconnections are forming. The graph contains meaningful chains of stable relationships.

4. S3 — Recursive Optimization

   The graph is well-connected and stable. Over 5,000 edges have been reinforced through repeated observation.

Querying the Stage

HTTP API

curl http://localhost:8080/stage

{
  "stage": "S1",
  "name": "Pattern Crystallization",
  "progress_percent": 45,
  "stable_edges_needed": 100,
  "stable_edges_current": 45
}

CLI

kremis stage --detailed