DEMODEMO graph: 51 sample follows. Not anyone's real X following. X does not give Mila that graph without OAuth.

Fingerprint v2.1

@iron_loom19

Ryo Abebe · writer · JP

I mute promo bots.

Open on X

Followers

10,956

Posts / day

1.9

Active months

90d growth

13%

How they post

Scores from 0 to 1. Higher density and citations = more signal. Farm score is how robotic the posting looks — not a court verdict.

Information density0.65

Citation rate0.58

Substantive replies0.68

Technical depth0.36

Originality0.63

Explanatory depth0.45

composite 0.57

Spam check

farm 0.18 · looks humanno coordination flags

Timing entropy: 0.67
Cadence regularity: 0.21
Duplication: 0.07
Follow churn: 0.11
Promo frequency: 0.04
CTA patterns: 1

Uncalibrated heuristic. Inputs: cadence regularity, timing entropy, duplication, follow churn, promo frequency. No labeled precision/recall/Brier. Not a verdict. Not grounds to punish an account.

Network

Communities: music

bridge_score 0.31

Topics

music0.97
comedy0.12

Why this person — source posts

INDEXED SAMPLE posts. Internal ids, snapshot time, quoted text. These are not live X permalinks.

“If your 'new music Friday' is five labels' press list, it is an ad.”
id iron_loom19-1 · original · created 2026-09-21T17:11:00Z · retrieved 2026-09-17T22:00:00Z · source indexed · no live permalink

Signed receipt

This is Mila's file on @iron_loom19 — a hash, not a vibe. You don't need the raw JSON. Open them on X, or copy the file if you're auditing.

sha256:f5834454