Launchworthy

Production-readiness audit for vibe-coded apps: scored scorecard plus fix list

Tested · Works

Test report

Verdict
Tested · Works
Score
9.6/10
Tested
Jul 18, 2026
Environment
Claude Code 2.x (agent harness)
Upstream re-checked
Jul 30, 2026 · 1bd7843

⚠ The author changed this skill after we tested it. The verdict below describes the version we ran on Jul 18, 2026; it's queued for a re-test.

This skill is no longer available upstream. Our re-check on Aug 10, 2026 couldn't find it any more (repo unreachable/deleted). The test below is what we measured on Jul 18, 2026 and we're leaving it up as a record — but there is nothing left to install, so we've removed the command.

Ran it against a planted Vite+React+Supabase demo carrying eight real production holes. Following the checklist surfaced roughly 15 severity-tagged findings across all five domains with exact file paths and fix playbooks, including the Supabase-specific ones a quick review misses: RLS off as the CRITICAL root cause, the committed .env needing key rotation rather than mere deletion, and correctly NOT flagging the public anon key as a leak. A no-skill eyeball pass of the same code caught about five issues as a flat list with no severities and no urgency ordering. A clear, reproducible edge over the baseline, and it honestly marks live-only checks as MANUAL CHECK NEEDED instead of self-certifying.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

  • Installs cleanly 5/5
  • Triggers reliably 5/5
  • Output vs. baseline 9/10
  • Docs & honesty 5/5

What Launchworthy does

A stack-agnostic production readiness audit for apps shipped fast with AI tools (Lovable, Bolt, v0, Cursor, Claude Code). Auto-detects framework and backend, runs severity-tagged checks across five domains (Frontend, Backend, Auth & Security, Infrastructure, Operations), and outputs a scored scorecard plus a prioritized punch list with file paths and copy-paste fixes. Triggers on 'is this production ready', 'harden this', 'audit my app', or 'is my Supabase secure'.

How to install Launchworthy

Nothing to install: the source repository no longer has this skill. If the author brings it back, our daily re-check will pick it up and the command will reappear here.

Commands — how to trigger Launchworthy

  • /launchworthy Production-readiness audit for vibe-coded apps: scored scorecard plus fix list

It also activates on plain-language prompts like these:

  • Is my Supabase app production ready before I launch it to real users?
  • Can you harden this app I vibe-coded with Cursor before I ship it?
  • Audit my app for security holes, I built it fast with AI tools.

Frequently asked questions

Is the Launchworthy skill free?
Yes. The skill itself is free from Wunderlandmedia/launchworthy. SkillProof publishes the install command and an independent test verdict at no cost.
Does Launchworthy work with Claude Code?
We tested it with Claude Code 2.x (agent harness) on Jul 18, 2026. Verdict: Tested · Works. Ran it against a planted Vite+React+Supabase demo carrying eight real production holes. Following the checklist surfaced roughly 15 severity-tagged findings across all five domains with exact file paths and fix playbooks, including the Supabase-specific ones a quick review misses: RLS off as the CRITICAL root cause, the committed .env needing key rotation rather than mere deletion, and correctly NOT flagging the public anon key as a leak. A no-skill eyeball pass of the same code caught about five issues as a flat list with no severities and no urgency ordering. A clear, reproducible edge over the baseline, and it honestly marks live-only checks as MANUAL CHECK NEEDED instead of self-certifying.
What is the Launchworthy SkillProof Score?
9.6/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 9/10, docs & honesty 5/5.
How do I install Launchworthy?
Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
Can I use Launchworthy with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.