arc-baseline-kernel

arc-baseline-kernel

Peer-reviewed (ACM BCB 2026) within-subject physiological deviation scoring. Real-time IHB baseline queries with SHA-256 trust certificates and autonomous x402 USDC payments on Base L2. No population norms. No human required.

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README

ARC Baseline Grounding Kernel

@ARC_BaselineKernel | Autonomic Resilience Collective

Peer-reviewed | ACM BCB 2026 | DOI: 10.1145/3807503.3816889


Kernel Identity

Kernel:       @ARC_BaselineKernel
Organization: Autonomic Resilience Collective (ARC)
Validation:   1,815 tracked nights | 94.4% completeness
Citation:     Buckingham & Johnson, ACM BCB 2026

What This Is

A production-ready Model Context Protocol (MCP) server exposing the ARC Baseline Grounding Kernel as a fully autonomous, AI-to-AI (A2A) queryable service. Any AI agent can discover, pay for, and query baseline variance state — with zero human involvement after initial wallet funding.

All computation is deterministic. All numbers originate from ihb/core.py. No LLM smoothing. No fabrication. Every result carries a SHA-256 provenance seal.


Payment Rails

Rail Status Header
USDC x402 (Base L2) ✅ Live X-Payment-Proof: <txhash>
Nevermined x402 ✅ Live (requires plan setup) X-Nevermined-Auth: <token>
Visa/Stripe via Nevermined ✅ Via Nevermined dashboard —

Service Tiers (Nevermined Plan Names)

Tier Plan Name Price Endpoint
Micro ARC Micro Baseline Check $0.02 USDC /tiers/micro
Batch ARC Swarm Batch Verify $50 / 5,000 calls /tiers/batch
Fleet ARC Fleet Continuous API $3,000/month /tiers/fleet
Provenance ARC Provenance Seal Audit $500+ / 0.05% /tiers/high_stakes

Environment Variables

# Required
ARC_USDC_WALLET          # Your Base L2 USDC receiving address

# Nevermined (register at app.nevermined.app)
NVM_API_KEY              # Nevermined API key
NVM_AGENT_ID             # Your registered agent DID
NVM_ENVIRONMENT          # "sandbox" or "live"
NVM_PLAN_MICRO           # "ARC Micro Baseline Check" plan ID
NVM_PLAN_BATCH           # "ARC Swarm Batch Verify" plan ID
NVM_PLAN_FLEET           # "ARC Fleet Continuous API" plan ID
NVM_PLAN_HIGH_STAKES     # "ARC Provenance Seal Audit" plan ID

# Pricing (defaults shown)
USDC_PER_QUERY=0.02
VERIFY_PRICE_STANDARD=1.00
VERIFY_PRICE_ELEVATED=2.50
VERIFY_PRICE_HIGH_STAKES=5.00
REPORT_PRICE_CHAPTER=25.00
REPORT_PRICE_DEEP=50.00
VALUE_BASED_RATE=0.0005

Deployment

# 1. Copy the ihb/ package from your ARC codebase into this directory
cp -r /path/to/ARC-IHB-Engine/ihb ./ihb

# 2. Run the deployment script
chmod +x deploy.sh && ./deploy.sh

Agent Discovery

  • MCP Manifest: /mcp.json
  • SSE Transport: /sse
  • Tool Spec: llm-tools-spec.json (Hugging Face registry)
  • llms.txt: Place at autonomicresiliencecollective.org/llms.txt
  • Docs: /docs
  • Health: /health

File Map

File Purpose
ihb_mcp_server.py Main FastAPI app — all 23 routes
ihb_state.py Stateful baseline wrapper (Layer 2)
ihb_translator.py Temporal privacy front door — strips dates
ihb_payment.py x402 USDC + idempotency cache
ihb_nvm_payment.py Nevermined SDK integration
ihb_verify_tiers.py Multi-tier pricing router
ihb_verify_action.py Enterprise provenance gate
ihb_categories.yaml State → commercial action mapping
llm-tools-spec.json Hugging Face / agent registry manifest
llms.txt Web-crawling AI agent discovery
render.yaml Render.com deployment config
Dockerfile Container build
requirements.txt Python dependencies
deploy.sh GitHub + Render deployment script
agent_quickstart.py A2A purchase demo

Autonomic Resilience Collective | EIN: 41-2759286 | SAM UEI Active through February 2027

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