I turned 4 popular open-source repos into business ideas and ran each one through the free Pitch Panel skill. The two that sounded like the most money got zero offers. The smallest repo got four. Here are all 4 links, why each one won or lost, and the panel so you can test your own.
One folder with a SKILL.md. Free, no sign-up.
An AI trading agent: market data, backtests and strategy research in one place. The pitch: sell its signals for $29 a month. The panel's problem: one losing month and subscribers cancel, there's no track record, and selling paid trading signals is regulated in many countries.
pip install vibe-trading-aiTip: Great to learn with. Hard to sell.
A free, Bloomberg-style finance terminal: market analytics, research and economic data. The pitch: rebrand it and sell it for $20 a month. The panel's problem: it's AGPL-3.0. Run a modified version as a service and you must share your source code. The name is trademarked, and the makers already sell an Enterprise edition for $10–40 per user a month.
Tip: Free for personal use and learning. Check the license before you charge anyone.
Write HTML, render video, built so AI agents can make videos for you. The pitch: weekly short videos for local restaurants at $400 a month. The Operator, Brand Builder and Royalty Shark said yes (a monthly bill, a product people share, rendering runs locally). The Tech Skeptic and Mentor said no: agencies already do this, and no video has been delivered yet.
claude plugin marketplace add heygen-com/hyperframes
claude plugin install hyperframes@hyperframesnpx hyperframes init my-video
Tip: Make 3 free sample videos for one restaurant first. That's your proof for the Mentor.
A Claude Code skill for paid ads across 12 platforms (Google, Meta, YouTube, TikTok, LinkedIn, Amazon and more). It audits accounts with evidence, plans budgets and drafts changes, and it's read-only by default. The pitch: a $300 ad-account audit for small businesses that already spend on ads. Only the Tech Skeptic said no (anyone can install the same free skill). The other 4 said yes: the buyer is clear, wasted ad spend is the reason to buy now, and it costs you about an hour.
/plugin marketplace add agricidaniel/claude-ads
/plugin install claude-ads@ai-marketing-hub-claude-ads/ads audit all
Tip: Do your first 3 audits free and screenshot the wasted spend you find. That's what wins the Mentor.
The same 5 investors from the video, as a free Claude skill. Pitch any repo-based business in 4 lines and get offers, outs and a fix list.
unzip pitch-panel.zip -d ~/.claude/skills/Use pitch-panel. What it is: a [service] built on [repo]. Who it's for and price: [..]. First 100 customers: [..]. I'm asking for: [..].
Claude Skill · free & open sourceThe free YouTube Agent Skill: 11 Claudes, and my 18-hook test
Claude Code · free & open source4 free GitHub repos for Claude (and the one I won't install)
Claude Code · free pluginPonytail: same result, a third of the code
Claude Skill · freeRaise Ring: rehearse your raise ask against 10 Claude bosses before the real one
Claude Skill · freeCrowd Test: show your launch to 20 Claude shoppers before real customers see it
Claude Skill · freeHiring Panel: let 10 Claude interviewers vote on your resume before a real company does
Claude Skill · freeIdea Court: put your idea on trial in front of 12 Claude jurors
Claude Skill · freePitch Panel: 5 tough Claude investors tear into your idea first