Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/leadmagic/gtm-skills/vibe-codingnpx skills add LeadMagic/gtm-skills --skill vibe-codinggit clone --depth 1 https://github.com/LeadMagic/gtm-skillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/leadmagic/gtm-skills/vibe-coding)<a href="https://agentmods.dev/skills/leadmagic/gtm-skills/vibe-coding"><img src="https://agentmods.dev/badge/skills/leadmagic/gtm-skills/vibe-coding.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00132 | $0.04047 |
| Opus 5 | $0.00066 | $0.02024 |
| Sonnet 5 | $0.00026 | $0.00809 |
| Haiku 4.5 | $0.00013 | $0.00405 |
Grade A, and why
vibe-coding scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 374 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Vibe Coding for GTM
Overview
"Vibe coding" — coined by Andrej Karpathy in 2025 — is a new paradigm where you build software by describing what you want to an AI, iterating conversationally, and shipping without deep-diving into the underlying code. It is not "no-code." It is "AI-code." You speak. The AI writes. You review. You ship. For GTM teams, vibe coding means marketing sites, landing pages, interactive tools, dashboards, and prototypes can be built by marketers and founders — not just engineers. This skill covers the vibe coding workflow across 6 platforms, ranked by GTM utility.
When to Use
Trigger phrases: "vibe coding", "build with v0", "AI landing page", "Jesse for marketing site", "Lovable app", "Bolt build", "Replit Agent", "AI dev tool", "build without coding", "Claude Code for GTM", "AI website builder"
Authoritative Foundations
Andrej Karpathy — Vibe Coding (Feb 2025)
"There's a new kind of coding I call 'vibe coding,' where you fully give in to the vibes, embrace exponentials, and forget that the code even exists. It's possible because the LLMs are getting so good. I just talk to Composer with SuperWhisper so I barely touch the keyboard. I ask for the dumbest things like 'decrease the padding on the sidebar by half' because I'm too lazy to find it. I 'Accept All' always, I don't read the diffs anymore."
The vibe coding philosophy in 4 principles:
- Describe, don't write. You provide intent. AI provides implementation.
- Iterate at conversation speed. "Make it darker." "Add a CTA." "Change the font." Each takes 5 seconds, not 5 minutes.
- Accept and review later. Ship fast. Fix what breaks. Don't obsess over code quality — obsess over user outcomes.
- The code is disposable. If the AI can regenerate a page in 30 seconds, you don't need to understand every line. You need to understand if the OUTPUT works.
Pieter Levels (@levelsio) — AI-Assisted Solo Building
Levels builds $100K+/mo products solo using AI tools. His principle: "The AI writes 80% of the code. I guide it, review the output, and fix the edge cases. What used to take weeks now takes hours. What used to take a team of 5 now takes me and an API key."
What ships with it
3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- today Changed e5303d6824dc
- 4d ago First seen · 374 lines · 132 tokens per session scan A 96d77acd0cbd
vibe-coding is a skill published in the GitHub repository LeadMagic/gtm-skills (46 stars, last pushed yesterday), licensed MIT. It adds 132 tokens to every session and 4,047 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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