AXIOM — Universal Prompt & Skill Runtime v1.0

Universal schema-based runtime for prompts, skills, and AI composition. Framework-independent, portable, and genuinely enterprise-ready.

1. Overview

Axiom v1.0 is a strictly decoupled, universal, schema-based compiler for orchestrating prompts, templates, skills, and dynamic workflows across differing AI frameworks and providers.

Axiom is explicitly designed to be:

• Framework Independent
• Schema Driven & Deterministic
• Strictly Version-Locked
• Stateless Offline-Compilable
• Extensible via Plugins

Axiom is NOT an agent framework, context engine, or provider SDK. It is the enterprise compilation layer resting firmly beneath LangChain, Semantic Kernel, and DSPy, transforming declarative graph models into immutable ExecutionPlans.

2. Core Extensibility Architecture

graph TD
    APP[Applications / axiom-cli] --> ADAPT[Plugin Adapters]
    
    subgraph Axiom Core v1.0
        RT[Axiom Runtime] --> REG[Axiom Registry]
        REG --> SCH[Schemas / Remote Schemas]
    end
    
    RT -. "Execution Plan" .-> ADAPT
    ADAPT --> PROV[Providers <br/> OpenAI / LangChain / Anthropic]
    PROV --> MOD[Models]

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3. The 5 Core Concepts

Term	Meaning
Template	Reusable structured message blueprint (e.g., base.agent)
Prompt	Executable instance inheriting a Template (e.g., prompt.chat)
Skill	Execution configuration aggregating Prompts
UseCase	High-level linear combination solving an objective
Workflow	Declarative branching DAG mapping conditional execution paths

4. The Registry Firewall

The AxiomRegistry enforces an absolute id@version deterministic firewall:

• Collision Immunity: The registry detones violently onto identical semantic constraints natively preventing overlapping state injections.
• Remote Ecosystem: Axiom effortlessly loads remote HTTPS objects offline bridging strictly against local dependencies safely registry.load_remote(url).
• Capability Discovery: Query intersecting taxonomies via registry.query(capability="router", tag="prod") yielding highest deterministically pinned models natively.

5. The Compiler Engine

The AxiomRuntime does not execute prompts, evaluate Python, or mutate network pipelines. It reads entrypoints mapping variables safely over strict declarative nodes—generating immutable flattened ExecutionPlan JSON outputs inherently pinning native execution schemas natively.

Example Compiler Command:

runtime = AxiomRuntime(registry)
plan = runtime.build("workflow.router", {"intent": "refund"})

6. Ecosystem Extensions

The CLI

Axiom's CLI validates and compiles systems declaratively completely offline:

axiom validate registry/
axiom build registry workflow.router
axiom run registry workflow.router --adapter openai
axiom search registry --tag prod

The Translators

External Integrations consume our AST definitions offline effortlessly. Build or route any generic downstream system utilizing native plugins mapping directly against the Phase 8 extensible Plugin Registry.

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Axiom Core is officially sealed. No breaking architecture drifts or undocumented framework dependencies. Just pure declarative determinism.