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the four types of agent loops.
loop engineering keeps getting talked about as one thing. it's actually a choice between four structures, and each one fits a different kind of task.
it means designing the system that steers the agent, instead of steering it yourself move by move.
that system always answers two questions. what starts a run, and what decides the work is done.
in a hand-run session you answer both yourself, every single time. each loop type moves more of that into the system.
here's each type, what triggers it, and when to reach for it.
1) turn-based.
triggered by a user prompt. the agent gathers context, acts, and checks its work inside a single turn, then a human reviews the output and writes the next prompt.
use this when requirements are still forming and every output changes what you'd ask for next.
2) goal-based.
triggered by a /goal command carrying success criteria and a budget, like "get the homepage Lighthouse score to 90, stop after 5 tries." when the agent tries to stop, an evaluator model checks whether the goal is met, and a no sends it back to work.
use this when the outcome is measurable but the path there isn't worth your attention.
3) time-based.
triggered by a clock. an interval fires, the agent runs a fixed prompt like "check the PR, fix CI," then waits for the next tick. /loop runs on your machine, /schedule moves it to the cloud so it survives a closed laptop.
use this for recurring work where the task is known in advance and only the timing repeats.
4) proactive.
triggered by an event or schedule with no human present. a routine watches a channel, and when something needs handling it spawns a workflow with a triage agent, a fix agent, and a reviewer that adversarially judges the work before the task closes.
use this for standing responsibilities where you can't predict what will come in, only that something will.
each type hands off one more job than the last. turn-based keeps both with the human, goal-based automates the checking, time-based automates the trigger, and proactive automates both while deciding the workflow shape at runtime.
so the mapping question isn't which loop is most advanced. it's whether your task is exploratory, measurable, recurring, or standing.
the more you hand off, the less you babysit.
I wrote the full breakdown on loop engineering. the article is quoted below.
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Akshay 🚀@akshay_pachaar
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robin bato? retweetledi
robin bato? retweetledi

I turned Claude into an entire company.
42 skills, organised like a real org chart (links below):
Here is every department, and where to get each one.
Developers
Superpowers
→github.com/obra/superpowe…
Context7
→ github.com/upstash/contex…
Skill Creator
→ github.com/anthropics/ski…
MCP Builder
→ github.com/anthropics/ski…
Webapp Testing
→ github.com/anthropics/ski…
Claude-Mem
→ github.com/thedotmack/cla…
Designers
UI UX Pro Max
→ github.com/nextlevelbuild…
Taste
→github.com/Leonxlnx/taste…
Frontend Design
→ github.com/Leonxlnx/taste…
Transitions
→ github.com/Jakubantalik/t…
Web Artifacts
→github.com/anthropics/ski…
Brand Guidelines
→ github.com/anthropics/ski…
Marketing
45 skills to run your marketing, from copywriting to SEO to lead magnets.
Access them all here
→ github.com/coreyhaines31/…
Social Media
17 skills to run your social media, from post writing to Reels to thumbnails.
Access them all here
→ github.com/charlie947/soc…
Finance
8 skills to run your finances, from statements to reconciliation to audits.
Access them all here
→ claude.com/plugins/finance
Small Business
31 skills to run your small business, from cash flow to payroll to invoicing.
Access them all here
→ claude.com/plugins/small-…
Legal
9 skills to handle your legal work, from contract review to NDAs to compliance.
Access them all here
→claude.com/plugins/legal
Every skill on the chart is real and installable from the links above.
Repost ♻️ this to help your network build their own.
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robin bato? retweetledi

I’m shocked more people aren’t making $10,000/month with AI eBooks.
It’s boring...
But if you start today, you can make at least $3,000 by the end of August.
Usually, I'd charge $199 for this, but today I'm giving it away 100% FREE
(Claude prompts included)
Like + comment 'Guide' & I'll DM it to you
Must follow me to get DM.
FREE for 48 hrs only.

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robin bato? retweetledi
robin bato? retweetledi
robin bato? retweetledi

🚨 Claude just changed the game.
All you need is:
-A laptop
-Internet connection
-60 minutes a day
That’s enough to build a $7,200/month online income stream using AI.
No coding.
No expensive setup.
No years of experience.
Inside you'll discover:
✅ The exact asset
✅ My full workflow
✅ The Claude prompts I personally use
✅ How to scale to $15K/month
✅ How beginners can start fast
Most people still use AI for fun…
But smart creators are quietly using Claude to:
• Create digital products
• Offer AI services
• Write viral content
• Automate work
• Build online income streams
Usually, I sell this detailed guide for $128…
But today you can get it FREE.
Want it?
Like this post
Comment “AI”
Follow me to receive it in DM
Available FREE for 48 hours only.

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Introducing Claude Code for Marketing
Just enter your website and in one click, it finds every place you're invisible in AI search and goes in to close the gaps for you.
This is insanity.
CrowdReply@Crowdreply_io
Today we're introducing the CrowdReply MCP. The first ever MCP that analyzes and ranks your website in AI search. Simply talk to it and it'll find where you're missing, then goes in and handles the implementation.
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robin bato? retweetledi

Launch a new faceless YouTube channel now! August 2026: Get monetized. And earn your first $10,000 by September 2026.
Usually, I'd charge $89 for this guide, but today it's 100% free.
Like + comment 'YT' & I'll send you my full guide for FREE.
Must follow me to get DM.
FREE for next 48 hours.

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robin bato? retweetledi
robin bato? retweetledi

• Not Grok
• Not Gemini
• Not ChatGPT
Claude is the most powerful money-making tool on the internet.
I've compiled all my AI publishing prompts into a 53-page document.
These are the same prompts I use to build a publishing business generating $50,000/month.
Like this post + comment "DOC"
I'll DM you the prompt book for FREE.
(Must follow to receive the DM.)
⏳ Free for the next 48 hours.

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robin bato? retweetledi
robin bato? retweetledi
robin bato? retweetledi

120 AI Tools That Will Redefine How You Work in 2025.⏳💠
1. Ideas
- YOU
- Claude
- ChatGPT
- Perplexity
- Bing Chat
2. Presentation
- Prezi
- Pitch
- PopAi
- Slides AI
- Slidebean
3. Website
- Dora
- Wegic
- 10Web
- Framer
- Durable
4. Writing
- Rytr
- Jasper
- Copy AI
- Textblaze
- Writesonic
5. AI Models
- RenderNet
- Glambase App
- Luma AI
- Sora (OpenAI)
- Leonardo AI
6. Meeting
- Tldv
- Krisp
- Otter
- Avoma
- Fireflies
7. Chatbots
- Poe
- Claude
- Gemini
- ChatGPT
- HuggingChat
7. Automation
- ClickUp
- Drift
- Outreach
- Emplifi
- Phrasee
8. UI/UX
- Uizard
- Visily
- Khroma
- Galileo AI
- VisualEyes
9. Image
- Stylar
- Freepik
- Phygital+
- StockIMG
- Bing Create
10. Video
- Pictory
- HeyGen
- Nullface
- Decohere
- Synthesia
11. Design
- Looka
- Clipdrop
- Autodraw
- Vance AI
- Designs AI
12. Marketing
- AdCopy
- Predis AI
- Howler AI
- Bardeen AI
- AdCreative
13. Twitter
- Typefully
- Postwise
- Metricool
- Tribescaler
- TweetHunter
👤 Follow @MdRimon488484 tools smart creators use ⬇⏬

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robin bato? retweetledi

You don't need to pay to learn Claude in depth.
Master it easily with these 12 free guides 👇
The reality is, you don't need to be paying for this knowledge.
There are too many resources out there to justify the cost !
For every Founder out there, Claude is a non-negotiable to learn about.
It's such a swiss-army-knife of a tool.
If you really want to master Claude this year,
Free resources are more than enough to go from beginner to expert.
Here are 12 free guides, organised by level:
Level 1️⃣ · Intro
1. Claude 101
↳ Get started with Claude for everyday work tasks.
🔗 lnkd.in/e3rQFcqv
2. AI Capabilities and Limitations
↳ Understand what AI can and can't do before you build with it.
🔗 lnkd.in/e_dGqKsx
3. The Claude Content OS
↳ The complete Claude system for founders generating leads on LinkedIn.
🔗 lnkd.in/gRwgR2jK
Level 2️⃣ · Save Time
4. Agent Skills
↳ Create Skills that turn repeatable tasks into one command.
🔗 lnkd.in/egppQ7pm
5. 150 Claude Prompts
↳ The exact marketing prompts I use to scale content with Claude.
🔗 lnkd.in/ec8-S7X2
6. Intro to Claude Cowork
↳ Work alongside Claude on your real files, decks, and documents.
🔗 lnkd.in/gtN_9WEe
Level 3️⃣ · Go Further
7. Claude Code 101
↳ Get started with Claude for development and coding tasks.
🔗 lnkd.in/ePniu5Bi
8. Best Claude SEO Tracking Tools
↳ Track exactly how Claude is citing your brand across the web.
🔗 lnkd.in/ecT7uZKB
9. Introduction to Subagents
↳ Build smaller AI agents that work together on complex tasks.
🔗 lnkd.in/eZSpxknQ
Level 4️⃣ · Serious Users
10. Build with Claude API
↳ Build your own AI-powered tools using the Claude API.
🔗 lnkd.in/e8ejEAcD
11. Claude Computer Use
↳ Let Claude operate your computer to complete tasks for you.
🔗 lnkd.in/eu_jhbmE
12. Model Context Protocol: Advanced Topics
↳ The protocol behind plugging Claude into the rest of your stack.
🔗 lnkd.in/eSawHD-w
This is one list I'd save and come back to 👆
Personally, I would work through one guide a week.
And in a few months, you'll be running Claude like a pro.
Best of luck, and let me know how you get on !
Where are you on your Claude journey?
Drop your level in the comments below 👇
♻️ Repost to help your network upskill on Claude for free.
Join AI Community: tinyurl.com/mvsz79eu
And follow me @coder_surya for more on building and scaling with AI.
________________

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