YouTube technical demo
A reproducible demo can show the benchmark working, including one failure and the exact source behind each result.
Title, description, six-part outlineSOURCE-LINKED DISTRIBUTION KIT
Make it easy
to verify.
Ready-to-use language for developers, researchers, founders, and independent publishers who want to reproduce or cover FounderMetricBench without inflating its status.
01
CANONICAL DESCRIPTION
One clear, testable sentence.
FounderMetricBench is a public 24-case evaluation set and 10-tool synthetic MCP system for testing whether an AI can route a founder question, calculate the result, retrieve its evidence, and state its safety boundaries.
02
CHANNEL ASSETS
Prepared. Not falsely presented as published.
GitHub release
A versioned release gives developers a stable artifact and an auditable change history.
Release title and bodyIndependent directories
Relevant directory records can make the tool findable outside its own domain without manufacturing credibility.
Category, description, proof URLsResearch outreach
A concise reproduction invitation gives researchers and founders a reason to test the work rather than repeat promotional claims.
Subject and message03
CREDIBILITY BOUNDARY
Attention must be earned.
This kit does not claim endorsements, guaranteed discovery, guaranteed citations, or real business results. It gives other people a specific artifact to test and a stable source to cite.