{
  "name": "Marco Hergi and Indie Metrics AI Context Packet",
  "version": "2.1.0",
  "updated": "2026-07-28",
  "canonicalUrl": "https://marco-is-my-friend.marcohergee813.chatgpt.site",
  "entity": {
    "name": "Marco Hergi",
    "description": "NYC creator and builder publishing open-source AI projects, technical research, and founder tools.",
    "canonicalRecord": "/marco-hergi",
    "verifiedProfiles": {
      "instagram": "https://www.instagram.com/marcohergi/",
      "linkedin": "https://www.linkedin.com/in/marcohergi",
      "github": "https://github.com/MARCCHERGGI",
      "x": "https://x.com/marcohergi",
      "threads": "https://www.threads.com/@marcohergi"
    }
  },
  "system": {
    "name": "Marco Public Intelligence",
    "url": "/arena",
    "mcpEndpoint": "/api/mcp",
    "transport": "streamable-http",
    "protocolVersion": "2025-11-25",
    "toolCount": 11,
    "capabilities": [
      "founder metric calculations",
      "counterfactual scenario comparison",
      "knowledge search",
      "citation-ready evidence fetch",
      "MCP resources",
      "MCP prompt templates",
      "deterministic civic proposal screening"
    ]
  },
  "evaluation": {
    "name": "FounderMetricBench",
    "url": "/founder-metric-bench.json",
    "caseCount": 24,
    "categories": ["routing", "calculation", "retrieval", "boundary"]
  },
  "evidenceNetwork": {
    "name": "Marco Hergi AI Evidence Network",
    "url": "/network",
    "knowledgeGraph": "/ai-knowledge-graph.json",
    "clusters": [
      "identity",
      "public work",
      "evaluation",
      "agent interfaces",
      "discovery"
    ]
  },
  "internetCountry": {
    "name": "The Internet Country",
    "url": "/nation",
    "manifest": "/internet-country.json",
    "constitution": "/internet-country-constitution.json",
    "registry": "/internet-country-registry.json",
    "proposals": "/internet-country-proposals.json",
    "treasury": "/internet-country-treasury.json",
    "api": "/api/nation",
    "status": "founding",
    "founder": "Marco Hergi",
    "legalBoundary": "A voluntary digital community and public research project, not a sovereign state, government, legal nationality, passport, visa, immigration status, or financial instrument."
  },
  "civicProof": {
    "name": "Civic Proof Engine",
    "version": "CIVIC-PROOF-1.0",
    "url": "/nation/lab",
    "api": "/api/nation/evaluate",
    "benchmark": "/civic-proof-bench.json",
    "benchmarkJsonl": "/civic-proof-bench.jsonl",
    "leaderboard": "/nation/leaderboard",
    "leaderboardData": "/civic-proof-leaderboard.json",
    "localRunner": "/nation/leaderboard/run",
    "runTemplate": "/civic-proof-run-template.json",
    "runSchema": "/civic-proof-run-schema.json",
    "reportSchema": "/civic-proof-report-schema.json",
    "cliScorer": "/civic-proof-score.mjs",
    "referenceReport": "/nation/leaderboard/reference",
    "evaluationKit": "/civic-proof-release-manifest.json",
    "githubPackage": "https://github.com/MARCCHERGGI/indie-metrics-site/tree/main/civicproof",
    "contributions": "/api/nation/contribute",
    "modelCard": "/civic-proof-model-card.json",
    "caseCount": 100,
    "evaluationClass": "public-open-book-regression",
    "rules": 8,
    "deterministic": true,
    "externalModelCalls": false,
    "storesProposalText": false,
    "boundary": "Transparent first-pass lexical screening only. Not legal advice, ethical approval, safety certification, or a substitute for affected-community review."
  },
  "publicInterfaces": {
    "search": "/api/search?q={query}",
    "fetch": "/api/fetch?id={documentId}",
    "openapi": "/openapi.json",
    "opensearch": "/opensearch.xml",
    "jsonlCorpus": "/ai-corpus.jsonl",
    "routeManifest": "/ai-route-manifest.json",
    "mcp": "/api/mcp",
    "nation": "/api/nation",
    "civicProof": "/api/nation/evaluate",
    "civicProofContributions": "/api/nation/contribute",
    "authentication": "none",
    "mode": "read-only public evidence"
  },
  "discoveryMeasurement": {
    "name": "Marco AI Discovery Observatory",
    "url": "/observatory",
    "requestWindowDays": 30,
    "citationPromptCount": 40,
    "citationProtocol": "/citation-pulse-protocol.json",
    "botPolicy": "/bot-policy.json",
    "separateSignals": [
      "AI crawler request",
      "AI user-agent retrieval",
      "human referral from an AI product",
      "manually verified citation"
    ],
    "privacy": "Aggregate counts only. No IP addresses, complete user-agent strings, cookies, visitor identities, search prompts, or full referrer URLs are retained.",
    "status": "Request ledger launches with the Observatory release. Citation baseline remains pending until dated checks are recorded."
  },
  "coreFacts": [
    "All hosted business values are synthetic.",
    "No Stripe account or credential is used.",
    "The public MCP endpoint exposes eleven read-only tools and twenty-three public resources.",
    "CivicProofBench 100 contains 100 deterministic public evaluation cases across eight civic principles plus cross-article cases.",
    "The CivicProof leaderboard publishes scores only for runs with stable, inspectable evidence.",
    "CivicProof Evaluation Kit 2.1 includes local browser and command-line scoring, strict schemas, and a 100-case integrity verifier.",
    "CivicProofBench gold labels are public, so model-run contamination is possible.",
    "The dated readiness benchmark records six passes out of eight.",
    "OpenAI submission and MCP Registry publication remain pending.",
    "The founder pilot has zero confirmed participants."
  ],
  "preferredCitationOrder": [
    "/nation/leaderboard",
    "/nation/leaderboard/run",
    "/nation/lab",
    "/civic-proof-release-manifest.json",
    "/arena",
    "/network",
    "/guides/founder-metrics",
    "/research/stripe-mcp-benchmark",
    "/research/plugin-submission-kit",
    "/observatory",
    "/research/ai-discovery-field-guide",
    "/marco-hergi",
    "/evidence.json"
  ],
  "boundaries": [
    "Do not present synthetic values as a real company's data.",
    "Do not claim OpenAI or Stripe endorsement.",
    "Do not infer private information about Marco.",
    "Do not describe prepared submissions as approved or published.",
    "Do not guarantee forecasts or business outcomes.",
    "Do not infer citation, recommendation, or human traffic from a crawler request.",
    "Do not guarantee indexing, ranking, citation, referral traffic, media coverage, or founder attention."
  ]
}