Project Vocabulary (v0.1)

Living document for Organizational Systems Intelligence (OSI) and Professional Identity Architecture (PIA).

Purpose

This glossary preserves the evolving language, concepts, heuristics, and culture of the OSI project. It is intended to grow alongside the research.

Historical and Emergent Concepts

These entries preserve how project concepts were understood during development. They are not authoritative definitions. For current formal meaning, use Canonical Terminology.

Organizational Systems Intelligence (OSI)

Framework for observing, understanding, and improving the health of human cooperative systems.

Status: Established

Professional Identity Architecture (PIA)

Structured participant interview and narrative framework that supplies ethically collected observational data to OSI.

Status: Established

Capability Capital

The usable capability contained within people and relationships. Capability is influenced by trust, motivation, and organizational environment—not merely credentials.

Status: Working

State Transition

A change in organizational condition over time. OSI focuses on state transitions rather than static snapshots.

Status: Established

Narrative Neutrality

Separate evidence from interpretation. Describe before explaining.

Status: Established

Evidence → Observation → Interpretation

Core analytical workflow.

Evidence → raw facts

Observation → what is directly supported

Interpretation → proposed explanation

Confidence should accompany interpretation.

Status: Established

Logic Chain

The complete, inspectable chain connecting evidence to recommendations through explicit analytical transformations.

Logic Chains preserve Epistemic Integrity by ensuring that conclusions remain explainable, reproducible, confidence-preserving, uncertainty-preserving, and traceable to originating evidence.

A complete Logic Chain may connect:

Evidence → Observation → Interpretation → Inference → Conclusion → Recommendation

Shorthand:

Follow the Logic Chain.

Status: Working

Experiential Plurality

People can participate in the same organizational system while experiencing, interpreting, and responding to it in materially different ways.

PIA supports clearer individual self-understanding. OSI studies the relationships, conditions, and state transitions of the larger people-system without reducing organizational health to isolated individual traits.

Status: Working

Engineering Vocabulary

Get the Git

Definition

Restore the development environment before attempting to solve development problems.

Origin

Created after validating the end-to-end GitHub workflow.

Principle

Healthy systems make problem solving easier.

Draft → Review → Commit

Preferred documentation workflow.

Session Startup Checklist

  • Git status
  • Validate repository connection
  • Confirm synchronization
  • Begin work

Cultural Vocabulary

Bubble Popper

A person who perceives observable behavior together with the structures, mechanisms, constraints, incentives, relationships, and state transitions that generate it.

The bubble popper sees the bubbles, the container, the bubble wand, and the wand’s shape and colors as parts of one coherent system.

Donkeyface

The temporary cognitive state experienced while crossing from conceptual understanding into implementation architecture. It often feels like a loss of competence, but usually indicates that several new abstractions are being integrated at once.

Practical meaning: Pause, translate the layers in both directions, and continue. Donkeyface frequently precedes a meaningful increase in competence.

High-Energy but Non-Authoritative Subsystem

Informal project vocabulary. A human or machine component capable of increasing throughput, ideation, or apparent clarity without thereby gaining authority to validate, promote, or govern claims. First observed in the caffeinated human subsystem.

Purple Squirrel

Highly cross-functional individual whose value exceeds conventional job categories.

Build Things, Build People

A reminder that lasting systems are created by developing both infrastructure and people.

Two Spocks Up 🖖🖖

Informal quality rating indicating a solution is logically sound and operationally elegant.

Don’t Build the Death Star

OSI should function as a diagnostic that helps organizations heal rather than a mechanism for surveillance or control.

Jack–Daniel Principle

Inspired by Stargate SG-1.

Jack Mode

Act decisively when evidence is sufficient and delay increases risk.

Daniel Mode

Pause, investigate, and understand when uncertainty remains high.

OSI seeks wisdom in knowing when to transition between these modes.

Common shorthand:

  • “RUN, Jack!”
  • “Stop, Daniel.”

History

2026-07

  • Capability Capital distinguished from Human Capital.
  • State Transitions recognized as the primary analytical primitive.
  • Narrative Neutrality formalized.
  • Experiential Plurality recognized as a bridge between PIA and OSI.
  • Publication standards established.
  • GitHub development workflow validated.
  • “Get the Git” added as project doctrine.
  • Bubble Popper definition expanded to preserve simultaneous causal-layer perception.
  • Donkeyface added as project learning vocabulary.
  • Jack–Daniel Principle documented.
  • Logic Chain added as the operational mechanism of Epistemic Integrity.

Document Status: Living Draft v0.1

Future additions should preserve origin, meaning, and status for every new entry.