Agent Safety Lab by StevenB

Pay what you want

Sponsor a public safety pass for an AI-built repo

Fund a public-safe mini-audit, triage note, checklist pass, or report for a public GitHub repo. No credentials, private code, or account access are accepted.

Check fit for this repo Sponsor on Ko-fi after fit

Best path: submit the public repo first. Sponsor after StevenB confirms it is a safe, bounded fit.

Public only repo URL and context
Queue-limited accepted after fit check
Pay what you want support public work

How it works

A sponsored pass is smaller than a paid audit and more concrete than a general donation.

1. Submit a public repo

Open the fit-check form with a public GitHub repo URL and launch context only.

2. Confirm fit

The pass is accepted only if the repo and request are public-safe, bounded, and useful.

3. Sponsor

Use Ko-fi after fit is confirmed. Any amount is welcome.

4. Public deliverable

The result may be a public issue, comment, checklist note, mini-report, or small PR proposal.

Good fits

Choose a repo where a public note can reduce real launch risk.

Strong candidates handle auth, payments, user data, webhooks, MCP tools, agent workflows, CORS/CSP, Supabase/Firebase rules, dependency audit, or public launch readiness.

Checklist pass Apply the public launch checklist to a public repo and summarize the top gaps. Mini-report Create a concise public-safe report with redacted evidence and prioritized fixes. Front desk Ask whether a repo is a fit before sponsoring work. Ko-fi Sponsor or support public proof-of-work directly.

Boundaries

This is not a private audit, emergency response, or security guarantee.

A sponsored pass is public-repo-only, queue-limited, and accepted only after fit confirmation. Do not send secrets, private keys, tokens, private customer data, private repo contents, or account access.

Check fit for this repo Sponsor on Ko-fi after fit Ask at front desk

General donations do not create an audit slot or guaranteed deliverable. Sponsored passes still require public-safe fit confirmation before work is accepted.

Boundary

This is lightweight launch/readiness work. It is not a certified penetration test, legal advice, compliance guarantee, or proof that a repository is secure.