Custom Feed: Field Position Report

Eigenstate Research, July 02, 2026

Methodology: The Information Field Equations, E = ΔI/A, G = ∮E·dl, Protocol Truth → 1/φ

Publication field context

The Eigenstate engine currently measures the tokenized settlement field at:

• Protocol Truth (PT): 0.0541 (target: 0.618, the golden-ratio equilibrium)
• Field Coherence (κ): 0.4822 (living zone: 0.618-0.678)
• Coverage: 24 of 199 entities with measured ΔI > 0 (12.1%), M1 topology denominator
• Uncertainty (U): 35.0

The field is 0.1359 below equilibrium coherence. Each entity with measured vault activity raises the global PT toward 0.618. Custom Feed does not yet have a complete observation record on the M1 topology (199 entities).

What it is

Custom Feed is the Bluesky algorithm node enabling user-defined and third-party feed generators on the AT Protocol, ranking posts by custom algorithms before attested settlement events propagate to tech audiences. For social subgraph topology, custom feed is the algorithm waist downstream of Bluesky where personalized ranking converts into field pressure on connected distribution and evidence layer nodes.

Verified claims

Field Confidence: ? LOW, No external sources mapped for this entity, engine-internal data only

Verification: 3/3 source-checked (ATTESTED), 3 grounded. Each claim below carries a machine-checked status against its cited source; ungrounded items are editorial assessments, not verified facts.

Active signals the engine is tracking for Custom Feed:

Bluesky docs, custom feeds starter template [✓ ATTESTED-PRIMARY] Bluesky developer documentation describes building custom feeds, the primary-source anchor for custom feed claims in social algorithm topology. Source-checked: ATTESTED-PRIMARY · custody sha256 db9fc0bbf343…, found in primary source

Bluesky docs, custom feed configuration [✓ ATTESTED-PRIMARY] Bluesky developer documentation describes custom feed templates for the AT Protocol, the verifiable product lane for custom-feed ranking in settlement social graphs. Source-checked: ATTESTED-PRIMARY · custody sha256 db9fc0bbf343…, found in primary source

Bluesky feed generator, reference implementation [✓ ATTESTED-PRIMARY] The Bluesky feed-generator repository documents a reference feed generator for custom algorithms, the structural code anchor wiring custom feeds to Bluesky algorithm nodes in settlement topology. Source-checked: ATTESTED-PRIMARY · custody sha256 2fed58ea526b…, found in primary source

Field read

Settlement Pressure (Φ_S = 0.0200)

Near-zero settlement pressure, this entity is close to field equilibrium.

Custom Feed carries elevated settlement pressure because Bluesky feed-generator deployments scale faster than VERIFY catalogs attestation of algorithmic ranking relative to primary-source regulatory or on-chain events. The engine tracks the gap between custom-feed centrality in social topology and incomplete vault evidence of feed-ranking feedback as unrealized Φ_S.

Coherence (κ = 0.0092)

κ = 0.0092 reflects the engine's current measurement coverage, not Custom Feed's actual institutional influence. With no vault records yet, the coherence score is derived purely from topology position, connection count and structural weight, without any attested observation data. The low value means the engine has not yet measured this entity's settlement activity, not that the entity lacks field presence.

The equilibrium attractor is κ = 1/φ ≈ 0.618. At current κ = 0.0092, Custom Feed is 0.6088 below equilibrium. Vault observations of Custom Feed's rule outputs, rulemaking notices, enforcement actions, guidance documents, would directly raise κ toward the living zone [0.618, 0.678].

Vault Coverage

No vault records yet for Custom Feed. This is a gap in the field coverage. The engine recommends observation as the first action (see below).

Sources

This report is generated by the Eigenstate engine, an information-field measurement system for the tokenized settlement layer. The engine tracks 199 entities (M1 topology denominator) across the regulatory, infrastructure, issuer, and audience layers.

Core equations:

• E = ΔI/A, efficiency: information gained per unit action (Kirandeep's Law)
• G = ∮E·dl, accumulated field circulation along topology paths
• PT → 1/φ, Protocol Truth converges to golden-ratio equilibrium (1/φ ≈ 0.618)
• Φ_S, settlement pain: unrealized settlement pressure per entity
• κ, field coherence: integration of settlement activity across the topology

Published implementation: helixhash v0.1.1, Zenodo DOI 10.5281/zenodo.18413995

Vault: No vault records yet for Custom Feed in the current cycle, κ and Φ_S here are topology-derived until observations are attested. The field recommends observation as the first action.

Note: Internal topology codenames are not used in public reports. All entity names in this report are public names.