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@full-spectrum-lab

Full Spectrum Lab

Open-source governance protocol, local-first runtime, Observer application, and auditable enterprise AI cases.

Full Spectrum Lab

Evidence-first governance engineering for AI and complex systems

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Full Spectrum Lab separates facts, exact knowledge versions, deterministic evaluation, authorization, real-world action, and replay.

It is not an agent operating system, planner, workflow orchestrator, generic observability platform, RAG knowledge base, or automatic enforcement system. Final real-world action remains with an authorized human, organization, or external business system.

Engine CI Protocol Schemas Observer CI

Full Spectrum system map

Start from your question

You do not need to understand the repository structure first. Start with the problem you need to make explainable, reproducible or governable.

Your question Start here
Why did the system reach this conclusion? Observer
Can the evaluation be reproduced exactly? Engine
Which exact knowledge version was used? Knowledge Governance
Who acted, under what capability and boundary? Protocol
How can this be applied to another domain? CASE + Knowledge Pack + Adapter + Skill
I need the whole map first Question-based public entry

One model across subjects, knowledge, relationships and domains

Full Spectrum is not limited to one industry or one type of system. Its reusable structure is:

Engine / subject axis  deterministic evaluation across human → Agent/tool → team/system → organization → cross-organization network
Horizontal knowledge   domain material → exact version → Knowledge Pack → CASE / Skill
Protocol relationships who may act → capability → boundary → authorization → evidence → accountability
Domain extension       Core Contracts + Knowledge Pack + CASE + Adapter + Skill + Evidence

The Engine/subject axis applies reproducible evaluation across different kinds of subjects while preserving identity, authority and responsibility. The knowledge axis keeps domain knowledge exact and replayable across industries. Protocol connects relationships and boundaries. Observer makes each intersection observable, evidenced, auditable and reviewable. CASE, Pack, Adapter and Skill turn the same governance contracts into domain-specific solutions.

This is an architecture and expansion model—not a claim that a production-scale protocol network, every industry solution or a mature Skill ecosystem already exists. Read the complete question-based model.

From a local node to a governed network

Full Spectrum is not a loose toolkit of unrelated components. The tracks share governance invariants, versioned contracts, evidence semantics and responsibility boundaries. A single organization can run a local node and obtain value immediately; network value appears when multiple organizations exchange governed events, decisions and receipts without surrendering their own systems or authority.

One organization       Observe facts → evaluate → Gate / review when supported → its own system acts
Multiple organizations  governed event → remote Gate → local action → disposition receipt
Mature composition      shared evidence + replay + bounded path comparison across the network

The network is built and operated by participating enterprises, organizations, public institutions or sovereign participants—not by Full Spectrum as a hosted SaaS network. Full Spectrum provides the method, contracts, node patterns and Engine/Observer capabilities for building it. Its intelligence is the accumulated, verifiable governance memory of participating organizations: exact knowledge, explicit relationships, evidence, decisions, receipts and replayable history. The current public ecosystem is building toward this model; it does not claim that a production-scale network already exists.

Availability is release-specific: architecture direction does not upgrade an unimplemented Gate or network capability to current product fact.

The second-generation direction is for participant-operated protocol nodes / Protocol Executors to invoke Engine and Observer for governance Gates and bounded optimization, while participants' own systems execute approved actions. Full Spectrum does not become the business executor or the owner of the participating network.

Four independent engineering tracks

Track Responsibility Explicit non-goal
Protocol Governance semantics and contracts for identity, capability, boundary, evidence and accountability Not a transport protocol or executor
Engine Deterministic, reproducible governance evaluation and evidence generation Not an agent runtime, planner or tool executor
Knowledge Governance Exact knowledge identity, version, provenance, lifecycle, conflict and replay Not RAG, a vector database or CMS
Observer Authorized reality input, Observation, Evidence, Audit, Replay and bounded human review Not APM, generic logging or a production controller

Engine, Observer and Knowledge Governance can be used independently. When composed, they meet through explicit contracts and adapters—not by turning one product into another.

Supporting repositories: Enterprise Governance provides synthetic cases and deployment patterns; Commons provides public maps, terminology and evidence navigation.

Release truth

Project Public status Meaning
Engine v1.4.0 stable · v1.5.0 pre-release v1.5 is an enterprise-pilot candidate; Engine 2.x has not started.
Observer v0.3.0-beta.1 pre-release Windows x64 beta; evidence, audit/replay and bounded human review; production-ready NO.
Observer next v0.4.0-beta — designed, not released Frozen Observer requirements remain authoritative; downstream projects adapt to Observer.
Knowledge Governance v0.1.0-alpha pre-release Windows x64 technical preview; production-ready NO; independently usable.
Protocol Early public draft Public schemas and conformance checks; no final-standard claim.
Industrial case Designed / fixture-validated Synthetic, unnamed and not production validated.

Machine-readable status · AI context · Terminology · Evidence taxonomy

Verify, do not infer

Start with a repository's release page, exact tag, tests and attached evidence. Diagrams explain architecture; they do not prove implementation or production readiness.

Research and engineering stage. No production, regulatory, legal or customer-validation claim is implied.

Popular repositories Loading

  1. full-spectrum-engine full-spectrum-engine Public

    Local-first governance runtime for reproducible AI inspection, RiskVector, Runestone, AuditTrace, and governance-chain generation.

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  2. full-spectrum-enterprise-governance full-spectrum-enterprise-governance Public

    Synthetic enterprise and industrial governance cases, evidence boundaries, human review, and deployment patterns.

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  3. full-spectrum-protocol full-spectrum-protocol Public

    Open governance-semantics protocol: RFCs, schemas, Governance Events, I/O contracts, Cell Protocol, and conformance rules.

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  4. .github .github Public

    Full Spectrum Lab public profile, release truth, community health files, and contribution entry points.

    Python

  5. full-spectrum-commons full-spectrum-commons Public

    Public maps, architecture diagrams, evidence status, research, and cross-repository navigation for Full Spectrum Lab.

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  6. full-spectrum-observer full-spectrum-observer Public

    Local-first Observer application for reproducible evidence, audit traces, Engine compatibility, and bounded human review.

    C#

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