Canonical framework map

Frameworks for Intelligence and Cognition

Start with Human Orientation. It orients the human situation before the framework catalog asks you to choose a specialized lens for structure, decision, communication, or practice.

WinMedia, led by Lynn Walker, develops these frameworks as part of consulting, framework development, and applied cognition architecture work that should support real decisions, constraints, and next actions.

Start here

Human Orientation

A reader-first orientation layer that helps people recognize disorientation, locate the real problem, and reach the next useful step before they sort frameworks.

Human Orientation frames the situation around the person in it: what is going wrong, what matters, what constraint is active, and what action still makes sense.

Read Human Orientation

Why it comes first

Before choosing a framework, locate the human situation: actor, constraint, responsibility, failure mode, and next useful action.

Then the framework catalog can do its job: give specialized lenses for structure, decision, communication, and practice.

MandalaStacks remains downstream as the practice and tooling surface after the human frame is clear.

Diagram showing relationships among WinMedia frameworks — Read this diagram as a system map: each framework plays a distinct role, and their connections define how the overall architecture functions.

Page map

How to use this hub

The route begins with Human Orientation, then moves into specialized frameworks, supporting structure, expression method, and finally downstream applied use.

Start with Human Orientation when the human situation is unclear.
Use Core Frameworks when the question is architectural.
Use Supporting Structures when coherence depends on memory, constraints, transitions, or agency.
Use Expression & Method when the problem is readability, communication, or cognition-facing language.
Move to MandalaStacks only when the question becomes operational.

Core frameworks

Core Frameworks

These frameworks define the central ontology of the system: layered intelligence, coherent knowledge, system-of-systems relation, and connectedness under structure.

Core framework

Sanskrit Mandala Model

SMM

SMM treats intelligence as structured depth rather than undifferentiated scale. It offers a layered frame for moving from language and reasoning toward ontology, judgment, and care.

Problem addressed: Most AI systems compress syntax, reasoning, worldview, and response posture into one opaque stream, making both interpretation and correction difficult.

Ecosystem role: WinMedia is the canonical publishing layer for SMM: the place where the framework is named, organized, and clarified.

Read the framework Use this in MandalaStacks

Core framework

UKM

UKM addresses how knowledge should be arranged when intelligence systems need consistency across fragments, summaries, and larger conceptual maps.

Problem addressed: Knowledge systems often degrade as they expand, leaving local entries detached from the larger structure they are supposed to serve.

Ecosystem role: On WinMedia, UKM is defined as a publishing and systems framework for coherent knowledge structure.

Read the framework Use this in MandalaStacks

Core framework

MoM

MoM defines how mandalas function as composable systems and how multiple systems remain coherent within a larger architectural order.

Problem addressed: Systems may be internally coherent and still become unstable when their boundaries, roles, and higher-order relationships are left implicit.

Ecosystem role: On WinMedia, MoM is the canonical framework for meta-architecture: the place where system-of-systems relationships are named and clarified.

Read the framework Use this in MandalaStacks

Core framework

Big Net

Big Net is concerned with connectedness under structure. It looks at how systems interrelate while preserving boundaries and roles.

Problem addressed: Large networks are often treated as inherently intelligent even when their internal relationships remain weakly governed.

Ecosystem role: On WinMedia, Big Net is introduced as a canonical systems framework for structured connectedness.

Read the framework Explore related applied systems in MandalaStacks

Supporting structures

Supporting Structures

These structures stabilize the larger frameworks. They keep cognition coherent when meaning, state, action, and transformation have to persist over time.

Grouped framework route

One supporting layer, several stabilizers

Supporting Structures names the disciplined layer beneath the named frameworks. These are the stabilizers that keep a system coherent while it operates.

Read the supporting structures framework See their applied form in MandalaStacks

Cognitive Data Structures / CDS

Structured representations that preserve identity, relation, and meaning.

Constraints

Boundaries that define validity and keep transformation coherent.

Memory

Continuity, recall, and persistence across interactions, states, and uses.

Transitions

Structured pathways between states, concepts, levels, and responsibilities.

Agency

Directed action inside a structured cognitive system rather than free-floating output.

Related support protocols

Adjacent frameworks in the support layer

These pages remain canonical WinMedia frameworks, but the named substructures above are the shared stabilizers this group exists to clarify.

Learning protocol

Mandala Learning Protocol

MLP

MLP defines how knowledge is internalized, retained, embodied, and transferred after it has been structurally presented.

Problem addressed: Structured knowledge can remain legible on the page yet fail to become durable in practice if learning has no disciplined loop for repetition, reinforcement, and adaptation.

Ecosystem role: On WinMedia, MLP is defined as the canonical framework for learning progression: the place where its loop, scope, and role in the ecosystem are clarified.

Read the framework

Decision framework

Decision Mandala

DM defines how knowledge becomes a decision: how context, intent, options, constraints, evaluation, resolution, execution, and feedback form an action path.

Problem addressed: Structured knowledge can explain, organize, and teach while still failing to resolve into action when the decision layer is left implicit.

Ecosystem role: On WinMedia, DM is defined as the canonical framework for knowledge-to-action reasoning: the place where decision structure, coherence, and feedback are clarified.

Read the framework

Transformation framework

Transformation Mandala

TM defines how systems change over time: how source state, target state, delta, pathways, constraints, transitions, stability, outcome, and feedback shape transformation.

Problem addressed: A system may decide what should happen while still failing to model how change actually occurs once action begins.

Ecosystem role: On WinMedia, TM is defined as the canonical framework for structured state change: the place where transformation, transition, stability, and feedback are clarified.

Read the framework

Expression and method

Expression & Method

These frameworks govern how structured cognition is expressed, read, interpreted, and made cognitively navigable without becoming a product interface.

Expression and method

SROW — Structured Reading and Organized Writing

SROW

SROW defines the expression layer for structured knowledge, making complex material legible through explicit layering and progressive disclosure.

Problem addressed: Writing often hides hierarchy, mixes abstraction levels, and buries structure inside prose, making complex material harder to understand, retain, and reuse.

Ecosystem role: WinMedia is the canonical home for SROW as a communication protocol: where its definition, layered model, and editorial role are clarified.

Read the framework See how this is used in MandalaStacks

Expression and method

cog

Primary framework

Supporting Structures

A canonical grouping for the stabilizing structures that make the larger frameworks usable in practice: constraints, memory, transitions, agency, and related control surfaces.

Companion concepts

MoM cog UKM

Anchor readings

Essay: The Role of Constraints in Intelligent Systems Publication: The Sanskrit Mandala Model

Applied use

From Frameworks to Applied Use

Applied use is useful only when it preserves the difference between canonical understanding and operational application.

Explore applied tools in MandalaStacks