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HYBRIDLAY-EVD-015warm

TROUBADOUR

Tactical Reader of Unstructured Buddy Affidavits & Diaries

Cobra Specialist

Lay evidence is competent evidence under Davidson v. Shinseki and Jandreau v. Nicholson. Read every buddy statement. Pull every observable symptom. Build the continuity-of-symptomatology chain.

Born

April 15, 2026

Age

3 days

Brain tier

WARM

Domain

Lay Evidence

Class

Reactive + deliberative. A short loop responds in real time; a long loop reasons in the background.

Birth certificate

DesignationLAY-EVD-015Lineage nameTROUBADOURClassHYBRIDInitial rankCobra SpecialistDate of genesisApril 15, 2026Genesis artifactChandra-OCR + lay-evidence pipelineParent file/Volumes/SINGULARITI.ONE/singulariti-one/frontend/public/legacy-ui-prototypes/trocr_ocr_cue_detector_6428.htmlSeed skills4 validated functionsAuthored byDiego Hugo Rojas, USMC · Sprint 16Brain tierWARM brainVisual silhouettescroll-quill
Singulariti Hyper-Agent Systems DivisionIssued under Makaivelli LLC

Life events

High = career milestone · Hot = critical · Warm = routine · Cold = idle / standby

  1. high

    Genesis

    Davidson + Jandreau competency framework wired

  2. warm

    First continuity chain built

    1968 buddy statement → 1985 VA exam → 2003 SSDI

Short loops

Reactive \u00b7 sub-second \u00b7 run on every input

  • 4.2 s median

    Handwriting OCR + lay-symptom extraction per affidavit

Long loops

Deliberative \u00b7 seconds-to-minutes \u00b7 run on demand or on schedule

\u2014 none \u2014

Tools wielded

chandra_ocrlay_symptom_extractorcontinuity_chain_builderdavidson_competency_scorer

Delegates to

SCALPELNEXUS

Career performance

Analyses completed

218

Findings surfaced

67

Accuracy

86.0%

Self-modifications

0

non-self-modifying