Peter Griffin (Coding Expert)@algorithmswithpeter267K followers · AI tools and coding shortcuts.
Your AI picks the right prompt, plugin or tool for the job.
The plugin that teaches your AI.
Share a YouTube video, an Instagram reel, a LinkedIn post or a podcast. Plugbook turns it into a playbook your AI works from, and every answer shows where it came from.
ChatGPTClaudeCodexCursorOpenClawHermes
Your AI can already search the web, write code and send email.
Ask it for an offer, a post or a pitch, and you get what everyone else gets.
“When it tries to produce solutions to complex tasks, it mostly produces SLOP (especially when not expertly guided)”
The best know-how is in videos, reels, posts and podcasts.
Your AI has never seen it.
Plugbook is a plugin for the AI you already use.
Plug in ChatGPT, Claude, Codex or Gemini. One plug.
Plugbook watches, listens and reads the sources you pick.
Your AI works from them, and shows where each idea came from.
Share a video, a reel or a post. Plugbook reads all of it.
What is said, what is shown on screen and what is written. It builds one playbook your AI works from, and every point links back to the second or the post it came from.
How it works
It listens to every word.
It watches every moment and writes down what is on screen.
It reads what viewers say in the comments.
Then it hands all of it to your AI, with the second for every point.
Real output for Nate Herk’s 30-minute video. Comments read from YouTube on 13 October 2026.
Every word transcript, to the second
1:58It doesn't matter if you're not technical at all, or you've never used Codex before, by the end of this video, you'll understand exactly how this thing actually works so that you can start using it right away.2:18So part one we're going to start off here is Foundations.2:21So we're going to kick off with concept number one, which is Projects.
Every moment what is shown, described
2:05Media player shows chapter breakdown slide listing Parts 1 to 4 with animated blue bars.On screen: “18 Core Concepts, Part 1:, Part 2:, Part 3:, Part 4:”
2:21Transition slide titled Concept 01 / 18 Projects appears in media player.On screen: “CODEX, CONCEPT 01 / 18, 01 Projects”
2:48Video playback demonstrates UI walkthrough in Codex and Excalidraw whiteboarding.On screen: “Herk-2, What should we build in Herk-2?, hey”
The comments what viewers ask and add
How many credits do you use for this? It end my time just installing hyperframes lol
3 likesAI video is finally getting interesting when it can handle intent, not just generate pretty clips.
6 likesThat novel of a prompt, wow. I'm really impressed that it fully comprehended and implemented what you wanted.
1 like
7,666 words heard92 moments described40 comments read9 chapters
Try it
Add a creator. Watch your AI’s answer change.
Same AI, same question. Drag a creator onto it or tap one. The answer switches to how that person does it, and each line links to the exact second or post.Tap a creator and watch the answer change.
Drag a card onto the chat, or press Enter on one.
Write the offer for my agency's $2,000 a month social media retainer.
Without Plugbook
Complete social media management for your business for $2,000 per month.
We create and schedule [number] posts per week across [number] platforms.We respond to comments and direct messages within [number] business hours.Monthly performance reporting and strategy updates based on your growth metrics.
Plugbook is not on yet.
Real answers. Gemini 3.8 Flash wrote each one twice: first on its own, then with the pack Plugbook built from that creator’s videos and posts. Brackets mark facts only you know.Real answers from Gemini 3.8 Flash, without and then with Plugbook.
Instagram, too
The reels you save and never act on. Your AI acts on them.
Share a reel link. Plugbook watches it, hears it and reads the caption, and your AI uses what it says, with the second it came from. The Ankur Warikoo answer above came from his three reels below.
100xEngineers@100xengineers977K followers · Daily AI news and tools, explained fast.
Your AI keeps up with new models and what each one is good for.
Ankur Warikoo@ankurwarikoo4M followers · Money, careers and life choices, in 60 seconds.
Your AI weighs rent against buying, and a metro against home, the way he does.
What will you teach it?
The best know-how online is free. Pick who your AI should learn from, and it works the way they do.
YouTubeLinkedInOffers
Alex Hormozi
Turns your package into an offer people say yes to, with a guarantee and a deadline.
ChatGPTClaude
From The Offer Is King, plus 3 of his LinkedIn posts, 3 videos and 3 posts
InstagramMoney
Ankur Warikoo
Helps you decide rent or buy, and stay home or move, the way he would.
ChatGPTClaude
From 3 of his reels, 4M followers
PodcastPricing
Lenny's Podcast
Sets your price tiers from what customers actually value.
ChatGPTClaude
From Pricing your AI product: lessons from 400+ companies, 1 h 12 min
YouTubeStatistics
Harvard Stat 110
Checks your A/B test and spots the result that is lying to you.
ClaudeChatGPT
From Joe Blitzstein's full course, 35 videos, about 27 hours
YouTubeCold email
Nick Saraev
Drafts researched cold emails every morning and waits for your OK.
OpenClawHermes
From Cold Email Copywriting and Outreach, full course, 3 h 59 min
InstagramAI news
100xEngineers
Tells you which new AI model or tool matters for your work, and why.
ChatGPTOpenClaw
From their daily AI reels, 977K followers
PodcastYouTubeSleep
Andrew Huberman
Texts your sunlight, coffee and lights-down times from the hour you wake.
HermesChatGPT
From Huberman Lab: Sleep Toolkit, 1 h 42 min
YouTubeValuation
Aswath Damodaran
Values a company in his spreadsheet layout, every number explained.
ChatGPTCodex
From NYU Stern Valuation, Spring 2025, 27 sessions, about 35 hours
YouTubeHooks
Kallaway
Writes openings for your reels and posts that people do not scroll past.
ChatGPTClaude
From Make your hooks impossible to skip, 16 min
YouTubeAlgorithms
MIT 6.006
Sends you one problem a day and grades your answer.
HermesChatGPT
From Introduction to Algorithms, Spring 2020, 32 videos, about 35 hours
InstagramAI tools
Peter Griffin
Picks the right prompt, plugin or tool before you start a task.
ClaudeCodex
From @algorithmswithpeter reels, 267K followers
PodcastYouTubeNegotiation
Chris Voss
Drafts your reply to the hardest email in your inbox.
ClaudeOpenClaw
From Huberman Lab: How to Succeed at Hard Conversations, 2 h 53 min
YouTubeAI coding
Matt Pocock
Takes your coding tool from spec to tests to a finished change.
ClaudeCodexCursor
From Full Walkthrough: Workflow for AI Coding, 97 min
YouTubeAds
Dara Denney
Reads your reviews and writes ten ad ideas worth testing.
ChatGPTCodex
From I tested over 1000 ads, 12 min
YouTubePitching
Michael Seibel
Rewrites your investor pitch in the order YC teaches.
ChatGPTClaude
From How To Perfectly Pitch Your Seed Stage Startup, 29 min
YouTubeVideo editing
Nate Herk
Gets Codex to cut and caption your raw videos.
Codex
From GPT-6 Astra Finally Solves AI Video Editing, 30 min
Or share any link: a YouTube video, an Instagram reel, a LinkedIn post, a podcast, a PDF.
Start free
One video. Now Codex edits our videos.
A real example. Nate Herk’s 30-minute guide shows Codex editing a video. Plugbook turned it into a pack in 50 seconds, for 12 cents of model time, with 27 links back into his video.
“We gave Codex this Nate Herk video. Now Codex edits my videos.”
Prasanna, founder of Quarktex
Editing is one example. The same works for offers, pricing, sales calls, statistics or code.
1 video, 30 minBuilt in 50 seconds12 cents of model time27 links back
The source: Nate Herk, GPT-6 Astra Finally Solves AI Video Editing (full guide)
AI video editing with Codex
playbook.md, the pack Plugbook built
- Transcribe: Convert raw audio tracks into text aligned to exact millisecond timestamps using either local Whisper or the ElevenLabs API.
11:2614:54 - Cut: Detect and remove silent stretches, dead pauses, and verbal mistakes from the primary timeline.
11:26 - Plan the beats: Break down the spoken script into distinct visual scenes and map out audio-visual sync points.
11:26 - Use skills/HyperFrames: Generate web-based motion assets using HTML, CSS, and 3D rendering primitives driven by agent instructions.
11:26 - Verify: Run an automated quality loop checking screenshots, element boundary collisions, and visual alignment before triggering the final video export.
11:26
For OpenClaw and Hermes users
OpenClaw and Hermes can do the work. Plugbook shows them how the best do it.
Send it anything useful you find: a video, a reel, a post. Plugbook turns it into a skill your OpenClaw or Hermes loads, and every rule links back to its source.
It makes a real difference. In the SkillsBench study, good skills raised AI agents’ success rate from 33.9% to 50.5%. Read the paper
- Send Nick Saraev’s cold email course.It drafts researched emails every morning and waits for your OK.
- Send Hormozi’s LinkedIn posts.It writes your offers the way he would.
- Send Huberman’s sleep episode.It texts your sunlight, coffee and lights-down times.
- Send Damodaran’s valuation class.It revalues your watchlist the night a company reports.
Works with the AI you already use.
- ChatGPTAdd two files to a Project. They fit the free plan.
- ClaudeAdd the files to a Project, or upload the skill.
- CodexDrop the skill into your project.
- CursorUnzip the skill into your skills folder.
- GeminiAdd the playbook to a Gem.
- OpenClawLoad it as a skill, on any chat app you use.
- HermesLoad it as a skill and run it on a schedule.
- Anything elseAny AI tool that takes skills or files.
Every pack comes as a skill folder and as two files for a Project. Every answer shows its source, like V3 12:40 for a minute of video or P2 for a post.
People already do this by hand.
I sometimes want to give Hermes a YouTube video and ask something like: ‘How can I apply some of the lessons from this video to our own situation?’
A Hermes user, on r/hermesagent…so I asked Codex to take your resources, and this video, to interpret the concepts for my role, and it created a skill for me.
A viewer, in the comments on Nate Herk’s guideYesterday I grabbed a 4-hour video, ran it through a free transcript generator, dropped it in Claude, and asked for an outline. Unsurprisingly, Claude struggled to provide a complete outline.
A developer on Hacker News, about a 4-hour Hormozi video
Real quotes, linked to where they were posted. The portraits are illustrations.
Questions
What is Plugbook, in one line?
A plugin for your AI. You give it videos, reels, posts or podcasts from people you trust, and your AI starts working the way they do, showing where each idea came from.
Can’t my AI just watch the video itself?
For one short video, sometimes. Plugbook reads the picture, the sound and the text, merges many sources into one playbook, and links every point back to its second or post, so you can check it.
Which AI tools does it work with?
ChatGPT, Claude, Codex, Cursor, Gemini, OpenClaw, Hermes, and any tool that takes skills or files.
What can it learn from?
YouTube videos and playlists, Instagram reels (a link or an upload), LinkedIn posts, podcasts, PDFs and slides. It never logs in to your accounts.
Do the creators mind?
Plugbook never re-uploads anyone’s work. It learns the method for your own use, and every point links back to the creator’s own post or video, which sends people their way.
What does it cost?
$29 a month for 25 hours of video and 150 reels, posts or files. Your first pack is free, and nothing is charged while you are on the list.
When can I use it?
We onboard in small batches and email you within 7 days of joining to set up your free first pack.
Plugbook teaches your AI from the best creators online.
One plugin for ChatGPT, Claude, Codex and more. $29 a month after a free first month. No card needed.
Creators you add above become your first pack.
Start free with Google
Or sign in with an email code
Your first month is free: 10 hours of video and podcasts, 300 posts and reels. No card needed.