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context-stack

Canonical coordination layer for three sibling open-source AI governance projects.

Current coordination baseline: v0.2. Individual project versions remain listed below.

The Problem

Modern AI systems let interpretation, decision-making, and execution share one trust boundary. That lets probabilistic systems directly own deterministic consequences — the root cause of prompt injection, unsafe automation, context contamination, and authority confusion.

The context-stack separates interpretation from authority: intelligence proposes, governance validates, execution authorizes. Intelligence can suggest anything. Authority stays deterministic.


Project Question it answers Status
ContextOps How does an org govern its AI context? v0.1 active
ContextBoundary Where is data allowed to go? v0.1 active
Sthala Where does the AI actually run? v0.1 Alpha
Griha Product layer — inherits all three principles Proof of concept

Griha is the product layer above the three governance projects — it inherits ContextOps, ContextBoundary, and Sthala principles in a working system.

All Apache 2.0. All at github.com/kannanokannan.

What This Repo Does

  • GLOSSARY.md — single source of truth for all terminology used across the three projects
  • DECISIONS.md — locked cross-project decisions log with dates
  • CLAUDE.md — agent briefing for any LLM working across the stack
  • STACK_MANAGEMENT.md — operating model for managing the repos as one stack
  • REPO_MAP.md — repo ownership boundaries
  • stack-maturity-snapshot.md — derivative cross-project maturity view
  • RELEASE_CHECKLIST.md — pre-flight and release checks
  • okf/ — OKF-style bridge for agent-readable navigation; canonical sources remain the files above

OKF Bridge

The okf/ folder exposes the stack's control-plane knowledge in an Open Knowledge Format style layout for agents.

This is a bridge, not a new source of truth. The canonical sources remain GLOSSARY.md, DECISIONS.md, REPO_MAP.md, and STACK_MANAGEMENT.md.

Use okf/index.md as the agent-readable entry point for:

  • family doctrine
  • project roles
  • ContextBoundary / Sthala relationship
  • Egress Tier terminology
  • links back to canonical control-plane files

Shared stack meaning belongs here in context-stack. Repo-local OKF folders, if added later, should contain only repo-owned domain knowledge and should link back to this central bridge.

What This Repo Does Not Do

  • No implementation detail (lives in each project repo)
  • No roadmap or backlog (lives in Drive)
  • No SaaS, no product, no vendor lock-in

Relationships

ContextOps          → governs organisational AI context lifecycle
ContextBoundary     → governs where data is allowed to flow (horizontal layer)
Sthala              → runtime placement and compliant implementation under ContextBoundary

ContextBoundary is deployment-agnostic. Sthala is a runtime reference that consumes it. Do not conflate the three.

About

Coordination layer and shared doctrine for the context-stack projects.

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