ai-dive-deep

Name: ai-dive-deep
Author: Belkins

Warning

Vlad's Playbook — the operator's field manual where every artifact is live, clickable, and forwardable. 39 chapters · 25 interactive widgets · 3 embedded case studies (AFC pitch + sanitized client audit). Read it → dive.vladyslavpodoliako.com

469stars

1forks

Astro

Installation

# Add to your Claude Code skills
git clone https://github.com/Belkins/ai-dive-deep

Getting Started

Guides for using ai agents skills like ai-dive-deep.

Caveman: Cut Claude Token Use by 65%
How agent-side prompt compression works, when to use it, and when not to.
What is an AI Skills Marketplace?
Definitions, how marketplaces work, and how to choose between them in 2026.
Getting Started with AI Skills

Security ReportWarning

Last scanned: 5/25/2026

{
  "issues": [
    {
      "type": "npm-audit",
      "message": "@astrojs/check: Vulnerability found",
      "severity": "medium"
    },
    {
      "type": "npm-audit",
      "message": "@astrojs/language-server: Vulnerability found",
      "severity": "medium"
    },
    {
      "type": "npm-audit",
      "message": "@astrojs/mdx: Vulnerability found",
      "severity": "low"
    },
    {
      "type": "npm-audit",
      "message": "@astrojs/tailwind: Vulnerability found",
      "severity": "low"
    },
    {
      "type": "npm-audit",
      "message": "astro: Astro: XSS in define:vars via incomplete </script> tag sanitization",
      "severity": "medium"
    },
    {
      "type": "npm-audit",
      "message": "devalue: Svelte devalue: DoS via sparse array deserialization",
      "severity": "high"
    },
    {
      "type": "npm-audit",
      "message": "volar-service-yaml: Vulnerability found",
      "severity": "medium"
    },
    {
      "type": "npm-audit",
      "message": "yaml: yaml is vulnerable to Stack Overflow via deeply nested YAML collections",
      "severity": "medium"
    },
    {
      "type": "npm-audit",
      "message": "yaml-language-server: Vulnerability found",
      "severity": "medium"
    }
  ],
  "status": "WARNING",
  "scannedAt": "2026-05-25T08:21:01.075Z",
  "semgrepRan": false,
  "npmAuditRan": true,
  "pipAuditRan": true
}

README.md

Frequently Asked Questions

What is ai-dive-deep?

ai-dive-deep is an open-source ai agents skill for AI coding assistants such as Claude Code, Codex CLI, and ChatGPT, built by Belkins. Vlad's Playbook — the operator's field manual where every artifact is live, clickable, and forwardable. 39 chapters · 25 interactive widgets · 3 embedded case studies (AFC pitch + sanitized client audit). Read it → dive.vladyslavpodoliako.com. It has 469 GitHub stars.

Is ai-dive-deep safe to use?

ai-dive-deep returned warnings in SkillsLLM's automated security scan. It has no critical vulnerabilities, but review the flagged issues in the Security Report section before adding it to your workflow.

How do I install ai-dive-deep?

Clone the repository with "git clone https://github.com/Belkins/ai-dive-deep" and add it to your Claude Code skills directory (see the Installation section above).

What programming language is ai-dive-deep written in?

ai-dive-deep is primarily written in Astro. It is open-source under Belkins on GitHub, so you can review or fork the full source.

Are there alternatives to ai-dive-deep?

Yes. SkillsLLM lists many other AI Agents skills you can browse and compare side by side. Open the AI Agents category from the badge at the top of this page, or use the Related Skills and comparison links further down to weigh ai-dive-deep against similar tools.

Agentic AI for Beginners

Build your first AI agent from scratch - tool use, ReAct pattern, memory, deployment

41 minBeginner

Comments (0)

to leave a comment.

No comments yet. Be the first to share your thoughts!

Related Skills

superpowers

by obra

An agentic skills framework & software development methodology that works.

234,966

DeepPaperNote blockrun-mcp

Vlad's Playbook

The Ultimate AI Dive Deep

A 45-chapter operator field manual where every artifact is live, clickable, and forwardable.

→ Read it: dive.vladyslavpodoliako.com ←

The thesis: HTML-ization

Stop sending dead files. Every report, pitch, audit, deck, and analysis ships as a live interactive HTML artifact on a deployed link — not a PDF attachment that started rotting the second it was exported. The link is current because the repo is. People forward links; they archive PDFs unread.

This repo is the proof. The book about building this kind of artifact is, itself, this kind of artifact — a private GitHub repo deployed to a public link, updated by commit, with two real interactive case studies embedded and clickable inside it.

→ Read the thesis + click the embeds: dive.vladyslavpodoliako.com/html-first

Read it (the site is the book)

The repo is how it's built. The site is what it IS.

Surface	What's there	Live link
All 45 chapters	The whole book, MDX-rendered, with TL;DRs, glossary tooltips, code blocks, and the receipts behind every claim	`/chapters`
Fable 5 — the model file	A hub + 9 spokes on Claude Fable 5 / Mythos 5: pricing, the full benchmark table, the head-to-heads, use cases, the API, and the system card read honestly — ten documented pre-release behaviors, each mapped to the guardrail it demonstrates	`/fable-5`
HTML-ization	The flagship — thesis + 3 embedded live artifacts (AFC pitch deck, AFC robot stable, sanitized client deliverability audit)	`/html-first`
Tier list	Every tool ranked without diplomatic phrasing, plus the live LMArena leaderboard widget	`/tier-list`
Cheat sheet	16 reference sections — slash commands, settings keys, hook JSON shape, permission syntax, model routing — printable	`/cheat-sheet`
Glossary	67 terms, A–Z, linked inline throughout the chapters	`/glossary`
Resources	Copy-paste templates: CLAUDE.md skeletons, .mcp.json, hooks, SKILL.md, subagent .md, Docker sandbox + devcontainer, 18 reusable prompts	`/resources`
Research notes	11 external signals that shift what to do Monday — sourced, dated, signal-vs-receipt discipline	`/research-notes`
The 12-rule CLAUDE.md	Karpathy's 4 + 8 operator additions, with a receipt per rule	`/claude-md-rules`
For your CFO	600-word defense memo. Defend the spend.	`/cfo-case`
30-day plan	Custom roadmap with markdown + .ics export	`/thirty-day-plan`

Press ⌘K anywhere on the site — search every chapter, page, section anchor, glossary term, and research note from one box. A dismissible "what's new" bar at the top of every page surfaces the latest ship with its edition and date, driven by the changelog so it never drifts.

The 3 case studies, embedded and clickable

The HTML-ization page doesn't describe the method — it shows it, with three real artifacts the operator-Claude workflow produced:

AFC — the pitch deck. Vlad's "Autonomous Fighting Championship" — a dinner-table idea ("robots in an octagon"); friends asked for a deck; one got spun up fast as interactive HTML before the next meeting did. (open it)
AFC — the robot stable. Companion doc: every humanoid platform shipping in 2026, filterable, with a profit-per-fighter calculator. (open it)
The 90-domain deliverability audit (sanitized sample). A real Folderly external audit of a ~90-domain / ~5K-mailbox cold-email estate — swarmed in days, delivered as a clickable interactive doc instead of a 40-page PDF. Client, every domain, every infra fingerprint de-identified before publication. (open it)

What's in this repo (the receipts)

45 chapters in src/content/chapters/*.mdx
29 React/Astro widgets in src/widgets/ (live LMArena leaderboard, sortable tier list, command palette, token-burn calculator, swarm visualizer, persona-agent walkthrough, …)
46 standalone pages in src/pages/ (the surfaces in the table above + the /fable-5 model file & its 9 spokes, the journey, sections index, showcase, vault starter, weekend builds, and more)
67 glossary terms in src/lib/glossary.ts
11 dated research notes in src/lib/research-notes.ts
3 embedded interactive artifacts in public/artifacts/ — single-file, self-contained, sandboxed-iframe-embedded on /html-first
18 copy-paste prompt templates + 9 hook templates + 5 CLAUDE.md skeletons + 8 SKILL.md templates in src/lib/snippets.ts

The auto-updated LMArena leaderboard widget pulls live from the HuggingFace datasets-server API — the rest of the site is static HTML.

How it's built (5 bullets)

Astro 5 static site generator (astro build). Server components by default; React 18 islands only where interaction needs them.
MDX for chapter content with custom Astro components (<Callout>, <PullQuote>, <TLDR>, <ScreenshotPlaceholder>, <GlossaryTooltip>).
Tailwind 3 with project design tokens (--accent: #FF6B2C, --paper, --line, etc.).
GitHub Pages auto-deploy via .github/workflows/deploy.yml — push to main, live in ~90 seconds at dive.vladyslavpodoliako.com.
Built by a swarm of Claude Code agents in parallel — content migration, widget builds, design system, security scrubbing, deploy pipeline. The process is the technique the book describes; the artifact IS the technique.

Run locally

npm install
npm run dev      # http://localhost:4321
npm run build    # static output → dist/
npm run preview  # serve dist/ locally

Requires Node 20+.

Add a chapter

Drop a new MDX file into src/content/chapters/ matching the schema in src/content/config.ts.
Add the chapter to the ordered list in src/lib/chapters.ts.
The dynamic route at src/pages/chapters/[slug].astro picks it up.

To add a whole new page (resources, /tier-list-style surface, etc.), the six wiring surfaces are codified in the playbook-new-page skill: page file · ⌘K index · chapter cross-link · glossary term · homepage tile · changelog.

Credits

Written and built by Vlad Podoliako — Founder & CEO of Belkins, founder of Folderly, and operator across a portfolio of others.

📬 Vlad's Newsletter (10K+ subscribers)
🌐 vladyslavpodoliako.com
🎧 Spotify (AI-native music side project)

The book teaches the technique. The artifact IS the technique. The repo is how it's built — but the site is what it IS.

→ dive.vladyslavpodoliako.com

License

Code — MIT. Copy the Astro + Tailwind + widget structure into your own living-link artifacts; that's the entire point.
Content — CC BY-NC-SA 4.0. Read it, share it, quote it, credit it; don't resell it.

See LICENSE.