1. Public target brief
Repo or PR URL, proof goal, risky paths, changed-file scope, and explicit no-secrets boundary.
This sample shows how AgentProof turns public AI PR pain into a bounded review decision: what to verify, how much review churn is at stake, and when to stop instead of spending maintainer time.
Repo or PR URL, proof goal, risky paths, changed-file scope, and explicit no-secrets boundary.
Commands, route or PR proof, CI links, artifacts, screenshots, and review blockers to verify first.
Review, send back for proof, close, or escalate to outside proof with a written stop rule.
27 low-proof PRs * 10 minutes = 4.5 hours estimated review churn.
$33.11/hour. Hourly avoided-review value needed for the $149 proof pass to break even if a similar load is prevented.
At $50/hour, it needs 3 hours saved; at $100/hour, it needs 1.5 hours.
google-gemini/gemini-cli
Verify the target stays public-input-only before money or handoff.
Run precheckThe checkout URL carries the target so the buyer path does not reset.
Target-specific checkoutUse the same repo context in the intake builder or buyer handoff.
Build intake Buyer handoffEstimated avoided review time: 1.2 hours.
Estimated avoided review time: 0.8 hours.
Estimated avoided review time: 0.8 hours.
Estimated avoided review time: 1.7 hours.
Verdict: do not spend maintainer review time until the PR provides linked intent, bounded scope, command output, risky-path evidence, and artifacts.
Public repos, public PRs, public demos, safe test inputs, CI logs, and generated proof reports.
Secrets, private customer data, private repo access, payment data, credentials, or compliance advice.
Watch-only source examples are market research. Direct outreach still requires reply eligibility and guard approval.