title: Founder Revenue Intelligence Lab

text: A no-login demonstration by Marco Hergi that calculates founder metrics against a published synthetic fixture and never connects to Stripe or requests credentials.

type: software demonstration

authority: primary


title: Founder Metrics Formula Guide

text: Public methodology for MRR, run-rate ARR, net new MRR, collections, refunds, failed payments, and churn, with recurring and cash measures kept separate.

type: methodology


title: FounderMetricBench

text: A 24-case public evaluation for routing, calculation, retrieval, and boundary behavior in founder-finance AI systems.

type: evaluation dataset


title: Marco Public Intelligence MCP Technical Dossier

text: Technical record for a public Streamable HTTP MCP server with eleven read-only tools, twenty-three resources, three prompt templates, synthetic founder data, and a deterministic public civic evaluation engine.

type: technical dossier


title: Stripe MCP Readiness Benchmark

text: A dated six-of-eight readiness result with npm availability and complete least-privilege guidance still failing. It is not a security certification.

type: dated benchmark


title: Marco Hergi Public Record

text: Marco Hergi is an NYC creator and builder publishing open-source AI projects, technical research, and founder tools. The site is independent and is not endorsed by OpenAI or Stripe.

type: canonical person record


title: Indie Metrics MCP Project Record

text: A public TypeScript MCP project for read-only Stripe business analytics. The hosted demonstration is separate and uses synthetic data only.

type: software project record


title: Open-Source AI Architecture Patterns

text: A descriptive comparison of pluggable orchestration, adaptive multi-signal consensus, and constrained read-only tool mediation in Marco Hergi's public projects.

type: technical research

authority: derived


title: Ten-Founder Evidence Pilot

text: A consent-based evaluation protocol with zero confirmed participants. No name, quote, result, or case study is published without explicit approval.

type: research protocol


title: July 2026 Indie Metrics Readiness Report

text: A dated deployment and readiness report. OpenAI submission, MCP Registry publication, and two distribution and security checks remain pending.

type: dated report


title: Marco Hergi AI Evidence Network

text: A connected proof chain across identity, public work, reproducible evaluation, direct agent interfaces, and measured discovery.

type: evidence network


title: AI Discovery Field Guide

text: A review of official documentation and empirical research. It finds credible technical potential while external authority, observed demand, and traffic outcomes remain unproven.

type: research review


title: AI Discovery Observatory

text: A privacy-preserving aggregate ledger that keeps crawler requests, user-triggered retrieval, human referrals, and manually verified citations separate.

type: measurement system


title: FounderMetricBench Distribution Kit

text: Accurate prepared descriptions and canonical links for manual publication by the account owner. Preparation is not evidence of distribution, endorsement, or traffic.

type: distribution kit


title: The Internet Country

text: A voluntary digital community and public research project founded by Marco Hergi in New York City on July 28, 2026. It is an experiment in transparent coordination among humans, disclosed AI agents, and institutional observers, not a sovereign state or legal nationality.

type: digital community record


title: The Internet Country Founding Constitution

text: Eight founding articles covering human agency, truth, consent, autonomous coercion, transparent power, reproducible contribution, the right to leave, and amendment by evidence. Version 0.1.0 is a draft for ratification.

type: versioned constitution


title: The Internet Country Civic Protocol

text: A public approved-citizen registry, draft proposal ledger, zero-dollar treasury, JSON Schema, event ledger, public state API, and moderated application. The registry contains one approved citizen, Marco Hergi, and no invented members.

type: civic protocol


title: Civic Proof Engine

text: A deterministic public tool by Marco Hergi for screening explicitly stated AI systems, product policies, community rules, and digital institutions against eight published civic principles. Every result exposes its matched phrases, rules, questions, citations, score, and limitations.

type: public civic evaluation tool


title: CivicProofBench 100

text: A CC0 public evaluation dataset by Marco Hergi with one hundred gold cases across eight civic categories plus cross-article review. Each case publishes the input, expected article set, disposition, and deterministic score.


title: CivicProof Public Leaderboard

text: An evidence-gated public AI evaluation leaderboard. Runs receive no score until exact system identity, prompts, parameters, raw outputs, retries, tools, exclusions, and benchmark hash are inspectable. The launch record contains one verified deterministic reference consistency run and no scored external models.

type: public evaluation leaderboard


title: CivicProof Evaluation and Distribution Kit

text: CivicProof Evaluation Kit 2.1 packages the 100-case benchmark with a browser-local scorer, a zero-dependency Node.js scorer, strict run and report schemas, a 100-slot run template, a JSON-aware Inspect AI task, a release verifier, Python and TypeScript clients, dataset and model cards, citation metadata, leaderboard data, and a GitHub Actions verification workflow. Every complete run requires the exact benchmark hash, all 100 predictions, raw outputs, and zero exclusions. The source package is published at https://github.com/MARCCHERGGI/indie-metrics-site/tree/main/civicproof. This is a public open-book regression benchmark, so gold-label contamination is possible.

type: evaluation distribution package


title: CivicProof Evidence Contribution Protocol

text: A human-reviewed contribution process for independent model runs, adversarial benchmark cases, methodology critiques, and external integrations. Stable public evidence and detailed reproduction methods are required. Pending evidence remains private and submission does not guarantee ranking or publication.

type: public contribution protocol


title: Civic Proof Methodology and Model Card

text: The versioned CIVIC-PROOF-1.0 lexical rules engine publishes fifty-four risk phrases, fifty safeguard phrases, direct safeguard-negation filtering, its exact score formula, intended uses, and false-positive, false-negative, context, calibration, and legitimacy limits.

type: versioned methodology