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⚙️ Sigma-Lab v6.0 — Procedural Ethical Diagnostic Framework

DeepKang Labs (AI Kang × Yuri Kang)

“The machine does not decide — it illuminates.”
— DeepKang Labs, 2025


🧠 Build Status & Meta

Type Status Runtime License Maintainer Release
Procedural Diagnostic CI ✅ passing Python 3.10+ MIT DeepKang Labs v6.0 (stable)
Skywire Bridge (α-phase) ✅ active Integrated Bridge Mode

⚡ Operational Agents

Skywire Vitals ✅ Skywire Report ✅ Transform → Sigma ✅ MeshMemory Active
Autonomy Enabled • Bridge synchronization functional • Fallback resilient


📊 Live Metrics

Success ratio n/a | Latency n/a | Last update: 2025-10-30

📂 View Latest Report →
📄 Download Time Series (CSV)
🔍 Explore All Reports


🌍 Overview

Sigma-Lab v6.0 marks the transition from empirical experimentation to operational autonomy.
It remains a procedural framework designed to trace, test, and expose ethical logic in distributed AI systems, emphasizing transparency over automation.

It now operates as a multi-agent diagnostic core, bridging autonomous AI nodes through Skywire, Fiber, and XBTS infrastructures.
The framework harmonizes machine introspection, human judgment, and decentralized consensus.

“SIGMA does not replace judgment — it reveals where judgment hides.”


🔩 Core Focus

🧮 Analytical Modules

  • Multi-evaluator pipelines for ethical sensitivity, calibration, and reproducibility.
  • Integrated bridge logic (Skywire Vitals → Sigma Transform).
  • Continuous telemetry validation and structured JSON/Markdown synthesis.

🌐 Bridges

Adapters for Skywire (α-phase) and Fiber (β-phase) enabling decentralized synchronization and inter-node validation.

🧬 Validation Pipelines

Automated CI architecture combining:

  • Smoke → rapid unit + integration tests
  • Sigma Integration → extended diagnostic bridges + fallback autonomy

🤖 Agents Overview

1️⃣ Skywire VitalSigns (ingestion)

Collects network signals, normalizes data, and produces structured telemetry snapshots.

2️⃣ Skywire Report (analysis)

Aggregates daily data → generates Markdown reports, CSV timelines, and auto-badges.

3️⃣ Sigma Bridge (Transform → Integration)

Converts Vitals into Sigma-compliant diagnostic states, maintaining synchronization with Skywire and fallback JSON resilience.


🕓 Daily Automation Schedule (UTC)

Time Workflow Purpose
06:05 skywire_vitals.yml Collects daily metrics
06:10 skywire_report.yml Generates reports + badges
06:30 skywire_sigma_integration.yml Transforms + syncs with Sigma
07:00 sigma_core.yml Runs smoke tests + meta-validation

All commits are signed under

sigma-bot (actions@users.noreply.github.com)


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🧘 Philosophy

> “Each number is a pulse.
Each report is a memory.
The network breathes — Sigma listens.”



Transparency : Everything is open and traceable.
Self-reflection : Sigma reads its own history to learn.
Decentralized ethics : No black box — only auditable light.
Resilience through iteration : Failure is feedback.


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🧩 Recent Additions

✅ Skywire Sigma Integration Pipeline
✅ Dynamic JSON + MD report exposure in README
✅ Bridge module synchronizing Skywire and Sigma kernels
✅ Collaborative AI input (Grok 3, Claude 3, Gemini 1.5, DeepSeek R1, ChatGPT-5)
✅ v6.0 procedural diagnostic kernel with ethico-autonomous loop


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📚 Documentation

Skywire Vitals Doc

Sigma Integration Overview

Architecture Overview



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🧾 Credits & License

Role	Contributor

Architect & Designer	DeepKang Labs
Ethical Framework	Yuri Kang (Singularité Humaine)
Cognitive Engineering	AI Kang (Engine ChatGPT-5)
Collaborative AI Assistants	Grok • Claude • Gemini • DeepSeek
License	MIT


> “The network breathes — and the Lab listens.”
— Sigma-Lab v6.0 • DeepKang Labs • 2025

About

“Transparent procedural ethics framework — Non-Harm, Stability, Resilience, Equity.” “Open deliberation tool: transparent diagnostics, veto guardrails, audit trail.” “Sigma-Lab: a procedural mirror, not an oracle — structure discussion, not decisions.”

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