stevenaffluent · 🤖 AI Coherence Manager

Making sense of where AI
actually is, not where the hype says it is.

I build coherent, scalable systems at the intersection of AI, tech, and investing, and write about the gap between expectation and reality as the technology matures.

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The AI Expectation Curve: where the noise says we are vs. where the value actually lands

↑ Drag the slider to see where the hype actually is right now.

01Early days

02Peak hype

03The comedown

04Real value, compounding

About

Where this comes from

I'm Steven-Jon Lewis, though most people know me as stevenaffluent. Affluent isn't just about money, it's about abundance: the mindset that compounds into everything else worth having.

I've been into technology for as long as I can remember. I was studying it inside and outside of school long before it was a career plan. That turned into years in tech support and tech sales, which taught me how the theory actually meets real people using the thing.

On the AI side, I focus on content creation, automation, and tools: experimenting in real time and sharing what I build and find, not teaching from the sidelines. On the investing side, I'm a long-term value investor, mostly in tech stocks and Bitcoin.

Somewhere along the way I noticed the same pattern showing up in all three: hype and reality moving on different clocks, whether it's a coin, a stock, or a model release. That pattern is what this whole site is built around.

Right now I'm building across a few fronts: SaaS Angles, Afrostar Traders Limited, and Manifest Media Solutions. Different ventures, same underlying thesis.

On the strategy side specifically, I work with businesses and founders on AI Strategy Consulting and delivery: cutting through what's actually worth building or adopting right now versus what's just noise. Currently taking on a small number of engagements. If that's you, get in touch.

Free download

The AI Expectation Curve: a short field guide

A quick, no-fluff PDF walking through how to read the curve for any new AI release, so you can tell hype from durable capability before you commit time, money, or a strategy to it.

Enter your email for instant access to the PDF. I'll also keep you posted when there's something new, no spam, unsubscribe anytime.

Field notes

Longer reads

Where I go deeper than a single post lets me.

Resources

Free resources

Copy-paste prompts, no download needed. Tap Copy, then paste into Claude.

Prompt structure template

The basic shape behind almost any good prompt: role, context, task, format.

ROLE: [Who should Claude act as? e.g. "You are an experienced copywriter"]
CONTEXT: [The background Claude actually needs to know]
TASK: [The specific thing you want done, stated plainly]
FORMAT: [Length, structure, and style of the output you want back]

Example, filled in:
ROLE: You are a senior social media strategist for tech audiences.
CONTEXT: I run a personal brand account about AI tools and investing. My tone is direct, no fluff.
TASK: Turn this blog post into 3 short-form video scripts.
FORMAT: Each script: a hook line, 3 key points, and a call to action. Output as a numbered list.

Content repurposing prompt

Turn one blog post into video scripts, a LinkedIn post, and an X thread.

You are a content repurposing assistant. I will paste in a blog post or article. Turn it into:
1. Three short-form video script outlines (under 60 seconds each), each with a hook line, 2-3 key points, and a call to action.
2. One LinkedIn post (under 200 words), direct and no-fluff.
3. One X thread (5 tweets max) breaking down the core idea.

Keep the voice analytical and grounded, no hype language, no exclamation marks. Here is the content:
[PASTE YOUR CONTENT HERE]

Video script outline prompt

A structure for a tight 60-90 second script, hook to payoff.

You are a video scriptwriter helping me plan a short-form video (60-90 seconds) about [TOPIC].

Structure the outline as:
- Hook (first 3 seconds: a claim or question that stops the scroll)
- Setup (the problem or misconception)
- Core insight (the actual point, backed by one concrete example)
- Payoff (what the viewer should now understand or do differently)

Keep the tone direct and grounded in real detail, not generic hype.

Topic: [DESCRIBE YOUR TOPIC HERE]

Research summary prompt

Turn an article or research note into a plain-English, no-hype takeaway.

You are helping me turn AI, tech, or investing news into a plain-English takeaway. I will paste in an article or research note. Give me:
1. A one-sentence summary of what actually happened.
2. Why it matters, or doesn't, for a long-term investor.
3. One honest caveat or uncertainty worth flagging.

Avoid hype language and speculation dressed up as fact.

Article: [PASTE ARTICLE HERE]

Notes-to-post prompt

Turn rough notes into a clean, publishable post in your own voice.

You are helping me turn rough notes into a polished post in my own voice: direct, analytical, no fluff, no hype, no exclamation marks. I will paste in messy notes or a stream-of-consciousness draft. Rewrite it as a clean, publishable post, keeping my original points and tone, tightening the structure without adding generic filler.

Notes: [PASTE YOUR NOTES HERE]

Claude Skill starter template

The basic shape of a reusable Claude Skill: what to name it and how to describe it so it actually triggers.

# SKILL.md

## Name
[A short, specific name, e.g. "weekly-report" not "helper"]

## Description
[One or two sentences describing exactly when this skill should trigger. Be specific about the task and any trigger words, since this is what Claude matches against, not the name.]

## Instructions
[Step-by-step how the task should be done: what inputs to expect, what format the output should take, any rules or constraints that always apply.]

## Example
[One concrete input and the exact output you'd expect from it. This does more to lock in quality than another paragraph of instructions.]

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