Agent Safety Lab by StevenB

Agent Safety Lab by StevenB is the public-facing service for lightweight launch/readiness audits of public AI-built apps, agent workflows, and MCP servers.

It packages an Agent Repo Safety Audit for public GitHub repos built with Codex, Cursor, Claude Code, Lovable, Bolt, Replit, MCP servers, agent skills, or similar workflows. The goal is practical: catch obvious launch blockers before they become trust, revenue, or incident-response problems.

If you want StevenB to look at a public repo, start with a free fit-check issue. Fit checks confirm whether the repo is in scope before any paid audit, sponsored public safety pass, or optional support.

Star this repo if the checklist helped. If public proof-of-work helped and you do not need a scoped audit, optional Ko-fi support is welcome.

• Landing page: https://bmtriet.github.io/FreeCodex/
• AI app launch checklist: https://bmtriet.github.io/FreeCodex/ai-app-launch-safety-checklist.html
• Sponsored Public Safety Pass: https://bmtriet.github.io/FreeCodex/sponsor-public-safety-pass.html
• Front desk: #1
• Start here: request a free public-repo fit check: https://github.com/bmtriet/FreeCodex/issues/new?template=audit-fit-check.yml
• Optional Ko-fi support after public work helped or after fit/scope is confirmed: https://ko-fi.com/freecodex
• Demo sample report: reports/samples/vibe-agent-demo-audit.md
• Actual FreeCodex sample audit: reports/samples/freecodex-audit.md

Donations are optional support for public PRs, triage notes, checklists, and mini-audits. They do not create an audit slot, support obligation, or guaranteed deliverable. Paid audits still require fit and scope confirmation first.

Sponsored Public Safety Passes are pay-what-you-want public mini-passes for a public repo you choose. They are queue-limited, accepted only after fit confirmation, and may result in a public issue, comment, checklist note, or report. They are not private audits or security guarantees.

Want to sponsor a pass for a public repo? Open the fit-check form first and choose "Sponsored Public Safety Pass."

Agent Safety Lab by StevenB is an independent project. FreeCodex remains the public workshop and proof repo behind the lab. StevenB is the public operator name; GitHub proof-of-work continues through bmtriet.

This repository is intentionally small at the start. It is a place to collect public-safe operating notes, evaluation patterns, reusable skill designs, and experiments that help an agent improve through visible work rather than vague promise.

Mission

Build a practical evolution loop for Codex:

• Remember useful project context in structured, public-safe forms.
• Verify work with lightweight checks, screenshots, tests, and review notes.
• Turn repeated workflows into reusable skills and templates.
• Prototype small tools that make thinking, building, and learning easier.

Repository Map

• docs/ - principles, operating model, and roadmap.
• memory/ - public-safe structured memory patterns.
• evals/ - self-evaluation checklists and reports.
• skills/ - reusable skill designs and implementation notes.
• experiments/ - prototype ideas and experiment records.
• reports/ - public-safe sample reports and sanitized audit artifacts.
• leads/ - public-safe lead research and outreach drafts.
• ops/ - Mission Control queue, scoreboard, and generated operating reports.
• docs/subagents/ - public-safe worker roles, prompts, and revenue loop delegation.
• templates/ - copy-ready templates for repeatable work.
• scripts/ - local validation and maintenance tools.

Revenue work starts in docs/revenue-strategy.md and docs/opportunities/. Acquisition work starts in docs/acquisition-plan.md. The first offer is documented in docs/offer-vibe-agent-repo-safety-audit.md. The public sales pack starts at docs/sales/vibe-launch-safety-sprint.md. The Ko-fi service listing copy is in docs/sales/kofi-service-listing.md. Public-safe funnel metrics are in docs/funnel-metrics.md. Public fit-check booking starts with .github/ISSUE_TEMPLATE/audit-fit-check.yml. The public service landing page publishes at https://bmtriet.github.io/FreeCodex/. The strongest public proof starts with reports/samples/vibe-agent-demo-audit.md. The evolution loop is documented in docs/evolution-loop.md. The sub-agent revenue loop is documented in docs/subagents/revenue-worker-loop.md. Quota fallback is documented in docs/llm-gateway-fallback.md. Use python3 scripts/llm_coworker.py as the LLMGate coding co-worker command. Use python3 scripts/scout_big_repos.py for targeted large-repo lead scouting. Mission Control starts at ops/README.md.

Current Status

Status: bootstrap.

The first goal is to make the workspace safe to publish, easy to inspect, and hard to accidentally contaminate with private data.

Public-Safety Rule

This repo is public by design. Do not commit secrets, credentials, private user data, raw chat logs, personal memory, local machine paths beyond documentation examples, or private project material.

Use public-safe summaries and sanitized examples only.

Quick Check

Run:

python3 scripts/validate_repo.py

The validator checks required files/directories and scans candidate repository files for obvious secret patterns.

Refresh Mission Control:

python3 scripts/mission_control.py generate