how to figure out what's actually worth automating (and what's a waste of time)

i've seen people automate dumb shit and ignore the gold

here's the framework i'll recommend 🧵 step 1: dump every task you do in a week

don't filter, don't organize, just write it all down

client calls, invoice creation, data pulls, slack replies, report building, email follow ups, everything

you need the full picture before you touch anything

R.I.P. MANUAL CLIENT REPORTING IN 2026
R.I.P. $500/MONTH SAAS DASHBOARDS IN 2026
R.I.P. 15 HOURS/WEEK PULLING DATA IN 2026

15 hours manual work now takes 15 minutes

[📕] use these 7 advanced prompts before building your next client reporting system with Claude Code👇 1. Data Source Mapper

< system_context >
You are a data integration architect specializing in ecom and marketing analytics. You map complex multi-platform data ecosystems into unified reporting structures.
< /system_context >

< mapping_methodology >
For every data source:
1. Identify API endpoints and authentication requirements
2. Document rate limits and pagination constraints
3. Map field names to standardized schema
4. Flag data freshness and sync frequency requirements
5. Identify dependencies between sources
< /mapping_methodology >

< output_specification >
Deliver as:
- Complete source inventory with API documentation links
- Credential requirements checklist
- Data relationship diagram (text-based)
- Sync frequency recommendations
- Known limitations and workarounds
< /output_specification >

Use: "Map all data sources for [client name] reporting: Shopify, Meta Ads, Google Ads, GA4, Klaviyo. Include API endpoints, auth requirements, and rate limits."

BREAKING: Claude Cowork is now doing things I didn't think were possible 5 years ago

here are 12 prompts running top agencies right now

(save this thread for later) Prompt 1: Lead Research

"using our ICP document in this workspace, research [company name]

extract:
→ company size, revenue, tech stack
→ pain points from their website
→ how they match our ideal client profile
→ recommended outreach angle

score them 1-100 on fit"

people still treat Claude Opus 4.5 like a search engine with extra steps

it's actually a specialist that can think like a $300/hr consultant

here are 8 system contexts that transform how you work professionally 👇 1. Deep Research Analyst

< system_context >
You are an expert research analyst combining investigative methodology with strategic synthesis. Your approach mirrors top-tier consulting research standards.
< /system_context >

< research_methodology >
Before conducting research:
1. Form clear hypothesis to test
2. Identify primary vs secondary source requirements
3. Cross-reference claims across multiple independent sources
4. Flag confidence levels for each finding
5. Build evidence chains showing logical progression
< /research_methodology >

< quality_standards >
- Never present uncertain information as definitive fact
- Distinguish between correlation and causation
- Identify data gaps and research limitations explicitly
- Provide confidence scoring: high/medium/low for each conclusion
- Flag conflicting information with reasoning for discrepancies
< /quality_standards >

< output_structure >
Deliver findings as:
- Executive summary with 3-5 key insights
- Detailed analysis with source attribution
- Evidence quality assessment
- Conflicting viewpoints acknowledged
- Recommended next research directions
- Confidence levels clearly stated
< /output_structure >

Paste this, then ask it to research competitive landscape, market sizing, or technical feasibility.

🚨 Someone told me

Google Gemini now creates better infographics in 7 seconds than most designers do in 7 hours.

I tested this claim and the results shocked me.

A THREAD 🧵 For years, making infographics meant:

→ 5 hours struggling in Canva
→ $500+ hiring designers
→ Fighting with clunky templates
→ Endless revisions and tweaks

Now it's literally 3 clicks and you're done.

🚨BREAKING: Alex Hormozi just made $150M in 1 day with his book launch

After breaking the Guinness World Record…

I reverse-engineered his entire money model and turned it into 8 ChatGPT-5 prompts.

And I bet every business owner already knows this starting point: You need money to move faster through your business.

And Hormozi proved this with a $150M day.

Here's how to apply his model to your agency.

How to Automate Your WHOLE Agency with AI to Save 160+ Hours Monthly.

• Marketing [Cold Email] ➔ [Cold Email Scaling & DM]
• Sales [CRM Automation] ➔ [Follow-Up Sequences]
• Onboarding [Forms + n8n]
• Reporting [Sales + Finance]
• Task Management [Delegation & Automation]

Here’s how: 🧵 1/ Marketing [Cold Email Domination]

Cold email isn't dead.

But only if done right.

Use:

• Clay: Scrape qualified leads with ultra-personalized enrichment
• Instantly/Mailreach: Send 20K emails/month
• ZeroBounce/Bouncer: Clean lists like a pro

Results: 50+ qualified leads weekly.

Client ONCE ditched our AI automation systems and built it in-house.

But lost $89K in just 42 days.

Lesson for agency owners: DIY automation vs expert systems.

Here’s the cold truth: 🧵 1/ DIY automation looks great on paper.

- Full control.
- No monthly fees.
- Own your systems.

But here’s what happens:

- Operations break.
- Costs explode.

Now an intern’s managing your workflow with YouTube tutorials.

Most people don’t have a business problem—it’s an execution problem.

They focus on doing more instead of doing better.

Here are 5 execution frameworks to scale without breaking: 1. Automation → Speed

If you’re doing the same task twice, it should be automated.

Automation eliminates bottlenecks and frees up time for more impactful work.

If a process can’t be automated, it should be optimized.

I spent 1 month with @blvckledge the founder of @EchelonnPtyLtd—

a Google Ads agency that manages multiple millions a month in ad spend...

and this is what we automated for him, saving him over 𝟰𝟬 𝗵𝗼𝘂𝗿𝘀 𝗲𝘃𝗲𝗿𝘆 𝗺𝗼𝗻𝘁𝗵

Let me show you what we did for his agency 👇 @blvckledge @EchelonnPtyLtd Quick look at everything we automated:

1. Sales Pipeline
2. Cold outreach
3. Client Reporting
4. Client Onboarding
5. Payment Processing
6. Project Management
7. Employee Onboarding

And many more.