← SELECTED WORK

SYSTEM / 004 — CASE STUDY

Trifecta Performance Lab

LOCAL-FIRST APPLICATION / v2.2.0

A bilingual trainer-development and performance system connecting learning domains, assessment, evidence, progression and human-performance design.

01 / CONTEXT

Context

Trainer development connects learning objectives, station design, observed performance, assessment and progression. The system is Arabic-first and bilingual.

02 / PROBLEM

Problem

A total score can obscure missing evidence or a critical safety failure. Progression requires inspectable evidence and explicit gate decisions rather than compensating aggregate scores.

03 / DESIGN PRINCIPLE

Design Principle

Keep the build-versus-diagnose distinction explicit. Link evidence to progression and treat Critical Safety Failure as a non-compensable No-Go.

04 / SYSTEM

System

A local-first trainer-development application covering Cognitive, Psychomotor and Affective learning domains, plus Physical, Technical and Cognitive / Neurophysiological performance dimensions.

05 / WORKFLOW

Workflow

  1. Curriculum
  2. Levels
  3. Stations
  4. Drills
  5. Evidence Chain
  6. Gate decision
  7. AAR & intervention

06 / CURRENT STATE

Current State

  • Curriculum → Levels → Stations → Drills hierarchy with evidence-based progression.
  • Gate decisions: Go, No-Go, Need More Data and Retest. Critical Safety Failure is non-compensable.
  • Evidence Chain, 15 guided cases, calibration tools, performance profile, AAR and intervention tools.
  • Arabic RTL and English LTR, keyboard navigation and responsive layouts.
  • Device-local storage, browser print/PDF, JSON station export and offline core content.

07 / INTERFACE

Interface

Trifecta Performance Lab public Arabic-first trainer-development interface.
PUBLIC INTERFACE / ARABIC-FIRST TRAINER DEVELOPMENT

08 / BOUNDARIES

Boundaries

09 / ACCESS

Access

Implementation facts checked against the public repository README.

SOURCE / README (opens in a new tab)