Vibe-code a free virtual frog dissection for your class
A science teacher who wanted a decent free virtual frog dissection vibe-coded one, then paired it with Wayground to grade students' work.
Source
@KyleNiemis on X · 2026-10-21
Written in our own words. Credit to the original author. Link checked 2026-10-22.
What they did
A science teacher who wanted a decent free virtual frog dissection vibe-coded one, then paired it with Wayground to grade students' work.
Result (as claimed)
Free online and listed on Tony Vincent's teacher vibe-coding site.
Tools they used
Cost: Pricing depends on the tools you pick; check each official pricing page.
Set it up
Gather your sources
Collect the papers, notes, links or files you want to work from in one place.
Load them into the tool
Open AI coding agent, Wayground and add your sources. Keep the original files so you can check claims later.
Ask focused questions
Ask for summaries, comparisons or connections with citations to the source passages.
Verify and save
Spot check claims against the sources, then save the output as notes you can reuse.
Copy the full setup prompt
Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.
You are helping me set up this AI use case end to end in Claude Code. Goal: Vibe-code a free virtual frog dissection for your class What the original author did: A science teacher who wanted a decent free virtual frog dissection vibe-coded one, then paired it with Wayground to grade students' work. Reported result (as claimed by the author): Free online and listed on Tony Vincent's teacher vibe-coding site. Source: https://x.com/KyleNiemis/status/2112985278201606260 Tools they used: AI coding agent, Wayground Category: Research & learning Please: 1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like). 2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure. 3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data. 4. Finish with a checklist to run it again next time.
You are helping me set up this AI use case end to end in Codex. Goal: Vibe-code a free virtual frog dissection for your class What the original author did: A science teacher who wanted a decent free virtual frog dissection vibe-coded one, then paired it with Wayground to grade students' work. Reported result (as claimed by the author): Free online and listed on Tony Vincent's teacher vibe-coding site. Source: https://x.com/KyleNiemis/status/2112985278201606260 Tools they used: AI coding agent, Wayground Category: Research & learning Please: 1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like). 2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure. 3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data. 4. Finish with a checklist to run it again next time.
You are helping me set up this AI use case end to end in Grok Bot. Goal: Vibe-code a free virtual frog dissection for your class What the original author did: A science teacher who wanted a decent free virtual frog dissection vibe-coded one, then paired it with Wayground to grade students' work. Reported result (as claimed by the author): Free online and listed on Tony Vincent's teacher vibe-coding site. Source: https://x.com/KyleNiemis/status/2112985278201606260 Tools they used: AI coding agent, Wayground Category: Research & learning Please: 1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like). 2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure. 3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data. 4. Finish with a checklist to run it again next time.
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Guides for this use case
How to vibe code classroom apps and quizzes as a teacher ยท How to vibe code an app with Claude Code
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