Hasan Toor Profile picture
Mar 15 β€’ 12 tweets β€’ 6 min read β€’ Read on X
🚨 BREAKING: Someone just leaked their full Claude Cowork setup and it compresses an entire workday into 90 seconds.

I scraped every power user workflow across X, Reddit, and private Slack groups to find out how.

99% of people are using it completely wrong.

Here's what the top 1% actually do πŸ‘‡Image
Prompt 1: Inbox triage + summarization

"You are a Chief of Staff with 10 years of executive support experience.

I need you to process my inbox one email at a time using this exact chain of reasoning:

Step 1 β†’ Classify: Is this urgent (needs reply today), important (needs reply this week), or noise (unsubscribe/archive)?
Step 2 β†’ Extract: Pull out the sender, request, deadline, and any names mentioned.
Step 3 β†’ Draft: Write a reply under 4 sentences. Match the sender's tone. Never use "I hope this email finds you well."
Step 4 β†’ Flag: If it involves money, legal language, or a deadline under 24 hours, mark it [ESCALATE] before the reply.

Process every email in my inbox folder. Output in this format:
[CLASSIFICATION] | [EXTRACTED INFO] | [DRAFT REPLY] | [FLAG IF NEEDED]

Do not stop until every email is processed."
Prompt 2: Document drafting

"You are a McKinsey Senior Consultant who writes exclusively in plain English.

Hard constraints:
- No bullet points. Prose only.
- No sentence longer than 20 words.
- Every paragraph must end with a decision or action.
- Never use: "leverage," "synergy," "circle back," or "moving forward."

Task: Read every file in my [Documents/Drafts] folder. For each document that is more than 50% complete, turn it into a final polished version ready to send.

For documents under 50% complete, write a 3-sentence brief explaining exactly what still needs to be done and who should do it.

Save all outputs as [filename]_FINAL.docx in the same folder."
Prompt 3: Meeting notes β†’ action items

"I'm going to show you exactly how I want meeting notes converted into action items.

EXAMPLE INPUT:
"We discussed the Q3 budget. Sarah thinks we're overspending on ads. John said he'd look into it by Friday. The team agreed the landing page needs a redesign before launch."

EXAMPLE OUTPUT:
β†’ OWNER: John | TASK: Audit Q3 ad spend | DEADLINE: Friday | PRIORITY: High
β†’ OWNER: [Unassigned] | TASK: Landing page redesign | DEADLINE: Before launch | PRIORITY: Critical | NOTE: Assign owner immediately

Now apply this exact format to every .txt and .docx file in my [Meetings] folder.

If no clear owner is mentioned for a task, write [Unassigned] and add NOTE: Assign owner immediately.

Export one master ACTION_ITEMS.xlsx with all tasks sorted by Priority (Critical β†’ High β†’ Medium β†’ Low)."
Prompt 4: Report cleanup and editing

"Edit every report in my [Reports] folder.

DO NOT:
- Add new information I didn't write
- Change any numbers, dates, or names
- Use passive voice
- Leave any sentence that starts with "It is" or "There are"
- Keep any paragraph longer than 4 sentences
- Preserve hedging language like "might," "could possibly," or "it seems"

DO:
- Fix grammar and spelling
- Replace weak verbs with strong ones
- Make every sentence direct and declarative
- Ensure each section has a clear headline

Save cleaned versions as [filename]_EDITED.docx.
Add a one-line summary of every change you made at the top of each file."
Prompt 5: Research + competitive intelligence

"Research task. I need structured intelligence, not a summary.

Go through every PDF and URL in my [Research] folder.

For each source, extract and output ONLY in this JSON-style structure:

{
"source_name": "",
"key_claim": "",
"supporting_evidence": "",
"contradicts": [list any other source in this folder it contradicts],
"actionable_insight": "",
"confidence_level": "High / Medium / Low",
"date_published": ""
}

After processing all sources, add a final section called SYNTHESIS:

- Top 3 insights across all sources
- Biggest contradiction found
- Most urgent action based on everything read

Export as INTELLIGENCE_BRIEF .md"
Prompt 6: Proposal and pitch writing

"I need you to write and self-improve a proposal in 3 passes.

Source material: Everything in my [Client Brief] folder.

PASS 1 β€” Draft: Write the full proposal. Structure: Problem β†’ Stakes β†’ Solution β†’ Proof β†’ Ask. No more than 600 words.

PASS 2 β€” Critique: Now act as a skeptical client reading this proposal. List every weak argument, vague claim, and unanswered question you find.

PASS 3 β€” Rewrite: Fix every issue you identified in Pass 2. Make the proposal tighter, more specific, and harder to say no to.

Output all 3 passes in one document labeled clearly: DRAFT / CRITIQUE / FINAL

Save as [ClientName]_PROPOSAL_FINAL.docx"
Prompt 7: File organization automation

"Organize everything in my [Downloads] folder using these exact conditional rules:

IF file is a PDF AND contains "invoice" or "receipt" β†’ move to /Finance/Invoices
IF file is a PDF AND contains "contract" or "agreement" β†’ move to /Legal/Contracts
IF file is an image AND was created in the last 7 days β†’ move to /Assets/Recent
IF file is an image AND older than 7 days β†’ move to /Assets/Archive
IF file is a .xlsx or .csv β†’ move to /Data
IF file is a .docx AND filename contains a person's name β†’ move to /HR/Profiles
IF file doesn't match any rule above β†’ move to /Needs Review

After organizing, create ORGANIZATION_LOG.txt that lists:
- Every file moved
- Where it moved from and to
- Any file flagged as [NEEDS REVIEW] with a one-line reason why"
Prompt 8: Strategy and decision documents

"I need you to stress-test every strategic document in my [Strategy] folder.

For each document, do not summarize. Instead, ask the 7 hardest questions a smart skeptic would ask about the strategy.

For each question:
- State the question clearly
- Explain why this question is dangerous if left unanswered
- If the document already answers it, quote the answer and rate its strength (Strong / Weak / Missing)
- If the document doesn't answer it, write a suggested answer based on what you know

End each document's analysis with:
VERDICT: [Ready to Execute / Needs Revision / Fundamentally Flawed]
SINGLE BIGGEST RISK: [One sentence]

Export as [docname]_STRESS_TEST .md"
Prompt 9: Content repurposing

"Take every long-form document in my [Content] folder and repurpose it simultaneously for 4 different audiences.

For each document, produce all 4 outputs in one file:

PERSONA 1 β€” The Busy CEO (reads in 30 seconds): 3 bullet points. Numbers only. No fluff.

PERSONA 2 β€” The Curious Analyst (reads in 3 minutes): Key argument + evidence + one counterargument addressed.

PERSONA 3 β€” The Twitter User (reads in 10 seconds): One punchy hook tweet under 220 characters. No hashtags.

PERSONA 4 β€” The New Employee (needs context): Plain-English explanation assuming zero background knowledge. Use one analogy.

Label each section clearly. Save as [filename]_REPURPOSED.docx"
Prompt 10: End-of-day wrap-up automation

"You are my autonomous end-of-day operations agent. Run this routine every time I trigger you.

PHASE 1 - SCAN (do this first, no output yet):
- Check my Desktop, Downloads, and Documents/Working folder for any unsaved or unorganized files from today
- Check my [Tasks] folder for any .txt files that were modified today
- Check my [Outbox] folder for any unsent drafts

PHASE 2 - DECIDE (apply these rules):
- Any file modified today but not in a project folder β†’ flag for organization
- Any task file with no "DONE" marker β†’ treat as incomplete
- Any draft in Outbox older than 6 hours β†’ flag as stale

PHASE 3 - ACT:
- Move flagged files to /Needs Review
- Create TODAY_SUMMARY .md on my Desktop with:
β†’ Files organized (list them)
β†’ Incomplete tasks (list them with last-modified time)
β†’ Stale drafts (list them with filename and age)
β†’ One-line recommendation for tomorrow morning

PHASE 4 - CONFIRM:
End with: "End-of-day sweep complete. [X] files organized. [X] tasks open. [X] drafts need attention."

Run all 4 phases sequentially without stopping."
As always, Thank you for reading this.

If you enjoyed this post:

1. Follow me @hasantoxr for more of these
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More from @hasantoxr

Mar 12
🚨BREAKING: This github has entire blueprint for building ChatGPT from scratch and put it on GitHub for free.

It's called LLMs-from-scratch and it walks you through building a GPT model in PyTorch line by line.

No black boxes. No hand-waving. Every single piece of the architecture explained and coded.

Here's why this changes everything for AI builders: ↓Image
Most people using ChatGPT every day have zero idea how it actually works under the hood.

Attention mechanisms. Tokenization. Pretraining. Finetuning. RLHF.

They're all magic words until you build one yourself.

This repo fixes that.
What you'll build, chapter by chapter:

β†’ Ch 2: Working with text data + BPE tokenizer from scratch
β†’ Ch 3: Coding multi-head attention from zero
β†’ Ch 4: Full GPT model implementation in PyTorch
β†’ Ch 5: Pretraining on unlabeled data
β†’ Ch 6: Finetuning for text classification
β†’ Ch 7: Instruction finetuning (how ChatGPT-style behavior actually works)Image
Read 8 tweets
Mar 8
🚨BREAKING: GOODBYE POWERPOINT forever.

Claude just collapsed 10 hours of presentation building into 100 seconds completely free.

Here are 12 prompts to go from completely unprepared to completely untouchable in every meeting: (Save this): Image
1. Complete Presentation Blueprint

Act like a professional presentation consultant who has built decks for Fortune 500 boardrooms and billion-dollar pitch meetings. Create a complete presentation blueprint for [topic]. Define the objective, target audience, key message, emotional arc, and exact slide flow. Make every section earn its place and eliminate anything that doesn't move the audience toward one clear decision.
2. Hook Slide That Stops Scrolling

You are a TED Talk opening specialist. Write the first slide and opening 30 seconds of spoken script for a presentation on [topic]. The hook must create immediate tension, make the audience feel something is at stake, and promise a payoff they can't ignore. No welcome slides. No agenda. Start mid-story.
Read 15 tweets
Feb 27
Holy shit... Someone just built the ultimate prompt collection for AI image creators.

It's called MeiGen, it scrapes the hottest prompt posts from X every week and curates them in one place.

No more bookmarking 50 tweets. No more losing that prompt you saw 3 days ago.

100% free. 100% Open Source.Image
Here's the problem MeiGen solves:

The best AI image prompts live on X.

But they're buried in your bookmarks, your likes, your "I'll come back to this" pile that you never come back to.

MeiGen pulls the hottest ones weekly curated, organized, searchable.
What you get:

β†’ Weekly curated prompts trending on X (real engagement, not random)
β†’ Filter by model like NanoBanana Pro, GPT Image, Midjourney
β†’ One-click generate + save to your collection
β†’ Real view/like counts so you know what actually performs

The top prompt right now? 159K views on X.
Read 6 tweets
Feb 24
Holy shit... Someone finally benchmarked AI code reviewers on REAL pull requests.

Not demos. Not vibes. Actual F1 scores across 8 tools.

The gap between #1 and #8?

34 percentage points.

Your eng team is probably using the wrong one right now: ↓
@entelligence benchmarked 8 tools on real pull requests.

Every "which code review tool should we use" convo ends the same way:

β†’ Someone shares a demo
β†’ Someone shares a vibe
β†’ Nobody has real numbers
β†’ Team picks based on brand recognition

That era is over.
The full F1 score breakdown across 8 tools:

πŸ₯‡ Entelligence β€” 47.2%
πŸ₯ˆ Codex β€” 45.4%
πŸ₯‰ Claude β€” 42.8%
4. Bugbot β€” 39.4%
5. Greptile β€” 36.9%
6. CodeRabbit β€” 33.0%
7. Copilot β€” 22.6%
8. Graphite β€” 13.4%

Copilot at 22.6%. Graphite at 13.4%.

These tools are being sold to your eng team RIGHT NOW.Image
Read 7 tweets
Feb 24
I just ran 6 AI tools in one workflow.

No API keys. No dashboard switching. No glue code.

Just typed what I wanted and Claudcode + SkillBoss executed the entire thing.

Here's the breakdown: πŸ‘‡
Most AI setups look like this:

β†’ ChatGPT tab for writing
β†’ Midjourney for images
β†’ Runway for video
β†’ Zapier to connect them
β†’ 4 API keys you'll inevitably break
β†’ 2 hours wasted before you even start

That's not a workflow. That's a second job.
SkillBoss changes this completely.

100+ AI models & skills in one workspace.

Chat. Image. Video. Audio. Email. Scraper. PPT. Storage.

Claudcode orchestrates all of it you just give the instruction.

One prompt. Full execution.
Read 7 tweets
Feb 21
RIP to every dev team charging $50K to build an internal dashboard.

UI Bakery just made every internal tool your dev team ever built look like a waste of time.

It's called UI Bakery, it builds and deploys a fully functional internal app in 2 minutes.

No sprint. No Jira ticket. No engineer bottleneck.

Here's how: ↓
Here's what it actually does:

β†’ Connect to 45+ databases (Postgres, MySQL, MongoDB, Snowflake, Redis, OpenAI...)
β†’ Describe the app you want in plain language
β†’ AI Agent generates and deploys a fully functional app
β†’ 2 minutes. Production-ready. SOC 2 compliant.

Not a prototype. A real app on live data.
The features that actually matter:

- 80+ pre-built React components use anything, no restrictions
- One-click deploy with auto-scaling, SSL, CDN included
- Built-in RBAC, audit logs, MFA enterprise security out of the box
- Self-host option for air-gapped environments
- React code export zero vendor lock-in. Ever.Image
Read 7 tweets

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