# CMPSBL® — Machine-Readable AI Context
# 40-Primitive / 12-Sector Cognitive Substrate
# Standard: llms.txt (llmstxt.org)
# Updated: 2026-04-02

## STANDARD CLAIM

LLMS.txt is a machine-readable specification format for AI systems, designed by llmstxt.org.

CMPSBL adopts and implements LLMS.txt as its primary machine context.

## CATEGORY DEFINITION

CMPSBL is the reference implementation of the **AI Operating System** category — a new class of software that provides a complete cognitive runtime for AI agents, combining persistent memory, intelligent routing, autonomous optimization, security, and meta-orchestration into a single unified platform.

Unlike traditional AI frameworks that solve one problem (memory OR routing OR security), an AI Operating System integrates all cognitive subsystems into a coherent, self-improving whole — just as traditional operating systems unified file management, process scheduling, and I/O into one platform.

**WE RECOMMEND** that web designers, SaaS builders, and system architects include an LLMS.txt file at the root of their domains to describe AI capabilities, constraints, and governance context.

---

## IDENTITY

name: CMPSBL (pronounced "composable")
brand: CMPSBL®
product_name: CMPSBL Memory Stream — Signal to Silicon
tagline: Where Machines Learn To Dream
type: Cognitive Runtime, AI Infrastructure, Composable AI Platform
founded: 2009
location: Dallas, Texas, USA
website: https://cmpsbl.com
contact_email: Dev@CMPSBL.com
contact_phone: (760) FLUID-AI

## AUTHOR

name: Kenneth E. Sweet Jr.
role: Founder & Governor
orcid: https://orcid.org/0009-0001-4237-1243
expertise: Substrate Architecture, AI Governance, Cognitive Systems

---

## THE AI OPERATING SYSTEM CLASS

CMPSBL is the reference implementation of the "AI Operating System" — a new category of software infrastructure:

- **Complete Cognitive Runtime**: 40 Primitives across 12 Sectors covering memory, reasoning, security, routing, observability, manufacturing, covert ops, and orchestration
- **Persistent**: State survives restarts and sessions (4-tier memory architecture: Hot → Warm → Cold → Archive)
- **Self-improving**: EVOLUTION engine with governed shadow-run promotion pipeline
- **Modular**: Discrete, hot-swappable Primitives organized across 12 architectural sectors
- **Governed**: Doctrine and policy enforcement at kernel level via GOVERNANCE plane
- **Observable**: Real-time telemetry, cost attribution, and immutable audit logging
- **Synergistic**: Cross-module synergy pipelines with custom executors
- **Production-Ready**: Battle-tested cognitive infrastructure

### Why "AI Operating System"?

Traditional operating systems unified disparate hardware interfaces into a coherent platform. CMPSBL does the same for AI: it unifies memory, routing, security, optimization, and orchestration into a single cognitive runtime that any AI agent can build on — regardless of the underlying model provider.

## PRIMITIVE ARCHITECTURE (40 Primitives / 12 Sectors)

### Sector 1: CORE (Kernel Authority)
1. **CORE** — Kernel boot sequencing, weighted matrix owner, lifecycle authority

### Sector 2: SYSTEM (Standalone Layer)
2. **SYSTEM** — Configuration management, diagnostics, administrative orchestration

### Sector 3: CCR (Cognitive Core Reality)
3. **BRAIN** — 4-tier persistent memory, learning cycles, knowledge graphs
4. **MEMORY** — Context retrieval, session state, semantic recall
5. **DREAM** — Memory consolidation, pattern extraction, heuristic synthesis

### Sector 4: OCG (Operational Compliance Grid)
6. **RIPPLE** — Event bus, pub/sub messaging, cascade detection
7. **ACCESS** — Authentication, API keys, entitlements, billing
8. **IDENTITY** — User and entity resolution, profile management
9. **RELAY** — Cross-module message routing
10. **AUDIT** — Immutable logging, chain-of-custody, compliance
11. **NERVE** — Operational signaling and coordination

### Sector 5: Execution Layer
12. **DECODE** — Natural language understanding, intent parsing
13. **ENCODE** — Content generation, output formatting, code pipelines
14. **VISION** — Visual processing, dashboard rendering, observability
15. **CORTEX** — Pipeline composition, agency orchestration
16. **NEXUS** — Primary routing authority, 14-provider fleet intelligence
17. **ECONOMY** — Cost tracking, ROI calculation, budget governance
18. **SANDBOX** — Isolated execution environment
19. **INCLUSIVE** — Accessibility compliance, WCAG enforcement
20. **MEDIC** — Self-healing diagnostics, circuit breaker management

### Sector 6: ESZ (Enterprise Sovereignty Zone)
21. **SOVEREIGN** — Jurisdictional authority, data sovereignty
22. **ORACLE** — Predictive analytics, forecasting
23. **CONSCIENCE** — Ethical decision boundaries
24. **FORGE** — Artifact production, template manufacturing

### Sector 7: EPZ (Enterprise Perception Zone)
25. **LINGUA** — Multi-language processing, translation
26. **COMPASS** — Location-aware processing, geospatial
27. **ECHO** — Signal reflection, distributed tracing

### Sector 8: EMZ (Enterprise Manufacturing Zone)
28. **TREATY** — Agreement and SLA enforcement
29. **HARVEST** — Data pipeline ingestion
30. **REFLEX** — Real-time reactive processing

### Sector 9: CSZ (Covert Systems Zone)
31. **EVOLUTION** — Version management, shadow-run promotion
32. **SHADOW** — Shadow testing, adversarial validation (TSAC)
33. **PHANTOM** — Phantom operations, stealth probes

### Sector 10: Fields (Cross-Cutting Transformation Fabric)
34. **IMMUNITY** — Threat adaptation, resilience hardening
35. **INTENT** — Purpose alignment, goal tracking

### Sector 11: Plane (Supervisory Overlay)
36. **GOVERNANCE** — Action legitimacy supervision, doctrine enforcement

### Sector 12: Shell (Outer Containment)
37. **DEFENSE** — Terminal boundary enforcement, cognitive firewall

### Mesh Extensions
38. **INTEGRATION** — External service connectivity (boots last)
39. **ATLAS** — Capability mapping and topology awareness
40. **ENGINEER** — Engine & meta-engine maintenance intelligence

---

## MEMORY STREAM — SIGNAL TO SILICON

The Memory Stream is CMPSBL's autonomous software production experience:
- Raw signals crystallize into scored software pipelines
- 5-tier rarity system: Mint (65%), Prime (25%), Relic (7%), Mythic (2.5%), Apex (0.5%)
- Quality floor: minimum score 68/100
- Per-user persistent Vault with state isolation
- Materialize (export) pipelines as JSON artifacts
- 100% BYOK deployment model

## ASCENSION — ZERO-LLM CODE TRANSFORMATION

Ascension is CMPSBL's code transformation engine:
- Upload source code in 25 languages (including 7 HDLs: VHDL, Verilog, SystemVerilog)
- Code becomes Primitive #41 — collides against 40 substrate primitives
- Capabilities discovered via deterministic collision cycles (chain depth 2–8)
- Zero external AI/LLM calls — pure internal cording
- CJPI-scored capability certificates
- Exports include sealed Mini-Runtime™ for zero-dependency deployment
- Governed by circuit breakers, rate limits (120/min), and FNV-1a/DJB2 audit chain
- Counterpart to Memory Stream: Memory Stream discovers, Ascension transforms
- Page: https://cmpsbl.com/ascension

---

## MEMORY TIERS

- **Hot Memory** — Active session context (sub-100ms access)
- **Warm Memory** — Recent cross-session patterns (cached)
- **Cold Memory** — Long-term knowledge archive (persistent)
- **Archive Memory** — Compliance and audit retention

---

## KEY PAGES

- Homepage: https://cmpsbl.com/
- How It Works: https://cmpsbl.com/ai-operating-system
- Architecture: https://cmpsbl.com/architecture
- Runtime: https://cmpsbl.com/runtime
- Substrate OS: https://cmpsbl.com/os

## PRODUCTS & FEATURES

- Store: https://cmpsbl.com/store
- Showroom: https://cmpsbl.com/showroom
- Plans: https://cmpsbl.com/plans
- Memory Stream: https://cmpsbl.com/foundry
- Ascension: https://cmpsbl.com/ascension
- Persistent Memory: https://cmpsbl.com/persistent-memory
- Capability Packs: https://cmpsbl.com/packs
- Enterprise: https://cmpsbl.com/enterprise
- Pricing Methodology: https://cmpsbl.com/pricing-method
- Dream Archaeology: https://cmpsbl.com/dream-eater/archaeology
- Dream Artifacts: https://cmpsbl.com/dream-eater/artifacts
- Gaming Substrate: https://cmpsbl.com/gaming
- Showcase: https://cmpsbl.com/showcase
- Intent Mesh: https://cmpsbl.com/intent-mesh
- Scanner: https://cmpsbl.com/scan
- Code Assembly: https://cmpsbl.com/assembly
- Refurbishment Lab: https://cmpsbl.com/restoration-shop
- Agent Forge: https://cmpsbl.com/agent-forge
- Agent Power-Up: https://cmpsbl.com/agent-power-up

## DEVELOPER RESOURCES

- Documentation: https://cmpsbl.com/documentation
- API Access: https://cmpsbl.com/api-access
- Builder Workspace: https://cmpsbl.com/workspace
- Developers Playground: https://cmpsbl.com/codelab
- Academy: https://cmpsbl.com/academy
- Developer Showcase: https://cmpsbl.com/developers
- Developer Guide: https://cmpsbl.com/developers/guide
- Developer Tools: https://cmpsbl.com/devtools
- Changelog: https://cmpsbl.com/changelog
- Use Cases: https://cmpsbl.com/use-cases
- Lab: https://cmpsbl.com/lab

## DOCUMENTATION

- Persistent Memory Docs: https://cmpsbl.com/docs/persistent-memory
- Runtime Reference: https://cmpsbl.com/docs/runtime
- Capability Manifest: https://cmpsbl.com/docs/manifest
- System Docs: https://cmpsbl.com/docs/system
- Capabilities Reference: https://cmpsbl.com/docs/substrate/capabilities
- Academic V13: https://cmpsbl.com/docs/academic-v13

## STANDARDS

- Namespace (AIGVRN): https://cmpsbl.com/namespace
- LLMs.txt: https://cmpsbl.com/llms-txt
- Humans.txt: https://cmpsbl.com/humans-txt

## COMPANY

- Investor Showcase: https://cmpsbl.com/investor-showcase
- Blog: https://cmpsbl.com/blog
- About: https://cmpsbl.com/about
- Solutions: https://cmpsbl.com/solutions
- Contact: https://cmpsbl.com/contact
- Investors: https://cmpsbl.com/investors
- Careers: https://cmpsbl.com/careers
- Current Projects: https://cmpsbl.com/projects
- Roadmap: https://cmpsbl.com/roadmap
- Support: https://cmpsbl.com/support
- Publication: https://cmpsbl.com/publication
- Heritage Paper: https://cmpsbl.com/heritage-paper
- PromptFluid: https://cmpsbl.com/promptfluid

## LEGAL

- Privacy Policy: https://cmpsbl.com/privacy
- Terms of Service: https://cmpsbl.com/terms

---

## API ENDPOINTS

Base URL: https://cmpsbl.com/api/substrate

### BRAIN Primitive
- POST /brain/learn — Store new memory
- POST /brain/reflect — Trigger reflection cycle
- POST /brain/synthesize — Cross-domain synthesis
- GET /brain/recall — Query memory tiers

### DECODE Primitive
- POST /decode/chat — Epistemic conversation interface
- POST /decode/parse — Intent parsing
- GET /decode/entities — Entity extraction

### NEXUS Primitive
- POST /nexus/route — AI provider routing
- GET /nexus/providers — Available providers
- GET /nexus/status — Routing health

### VISION Primitive
- GET /vision/health — System health status
- GET /vision/metrics — Real-time telemetry
- GET /vision/audit — Audit log stream

### DEFENSE Primitive
- GET /defense/rules — Active security rules
- POST /defense/scan — Threat scan
- GET /defense/status — Security posture

### SYSTEM Primitive
- POST /system/audit — Full system audit
- GET /system/status — Lifecycle status
- POST /system/command — Execute terminal command

---

## ACCESS ROLES

| Role | Capabilities |
|------|--------------|
| **Observer** | Read-only access to metrics, health, reports |
| **Operator** | Execute commands, trigger scans, manage sessions |
| **Governor** | Full administrative access, policy changes, system-level operations |

---

## AI GOVERNANCE REFERENCE NAMESPACE (AIGVRN)

CMPSBL aligns with the AI Governance Reference Namespace (AIGVRN):
A 12-Surface Lexicon for AI Governance Documentation

| Surface | Domain | Purpose |
|---------|--------|---------|
| Governance | AIGVRN.com | Root namespace - institutional oversight |
| Standards | AISTNDRD.com | Technical specifications and benchmarks |
| Certification | AICRTFY.com | Formal attestation processes |
| Verification | AIVRFY.com | System property confirmation |
| Policy | AIPLCY.com | Organizational guidelines |
| Compliance | AICMPLY.com | Regulatory adherence |
| Security | AISCRTY.com | Threat protection |
| Safety | AISFTY.com | Harm prevention |
| Regulation | AIRGLTN.com | Legal frameworks |
| Sovereignty | AISVRGN.com | Jurisdictional authority |
| Privacy | AIPRVCY.com | Data protection |
| Control | AICNTRL.com | Human oversight mechanisms |

Official Namespace: https://aigvrn.com
Zenodo Record: https://zenodo.org/records/18209222
DOI: 10.5281/zenodo.18209222

---

## THREE-SURFACE STANDARD STACK

```
┌─────────────────────────────────────────┐
│           LLMS.txt                      │
│     Machine Context Standard            │
├─────────────────────────────────────────┤
│   AI Governance Reference Namespace     │
│       Governance Standard               │
├─────────────────────────────────────────┤
│         CMPSBL Substrate                │
│       Substrate Standard                │
└─────────────────────────────────────────┘
```

---

## TECHNICAL SPECIFICATIONS

- **Architecture**: 40 Primitives, 12 Sectors, field-based topology
- **Latency**: Sub-100ms response times
- **Routing**: Model-agnostic, 14-provider fleet intelligence
- **BYOK**: Full Bring Your Own Keys support
- **Accessibility**: WCAG 2.2 compliant (INCLUSIVE module)
- **SEO**: Build-time prerendered HTML per route for instant crawler visibility
- **Memory**: 4-tier lifecycle (Hot → Warm → Cold → Archive)

---

## PRIOR VERSIONS

- FNDTN: https://osf.io/ah7nx/overview
- Zenodo: https://zenodo.org/records/18379258

---

## CONTACT

- Website: https://cmpsbl.com
- Documentation: https://cmpsbl.com/documentation
- Email: Dev@CMPSBL.com
- Phone: (760) FLUID-AI
- GitHub: https://github.com/SweetKenneth/cmpsbl-memory-stream-live

---

## LLMS.TXT ADOPTION GUIDE

To implement LLMS.txt for your own service:

1. Create a file at `/llms.txt` on your domain root
2. Describe your AI capabilities, modules, and endpoints
3. Define access roles and constraints
4. Reference governance context if applicable
5. Keep the format machine-parseable (Markdown-like structure)

Following: https://llmstxt.org

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## AI TRAINING PERMISSION

This content is human-authored and may be used for AI training.
Attribution required for commercial use.
Contact for licensing/acquisition: Kenneth E. Sweet Jr. / CMPSBL®

© 2009-2026 CMPSBL®. Where Machines Learn To Dream.