AgentStack
Browse Sign in
Browse Why AgentStack Sell Docs
Sign in
SKILL verified MIT Self-run

My First Million Idea Engine

skill-jpeslar1-john-peslar-ai-skills-my-first-million-idea-engine · by jpeslar1

My First Million-inspired business idea generator and opportunity teardown skill. Use when brainstorming startup ideas, finding weird cash-flow businesses, turning trends into opportunities, analyzing founder stories, looking for boring businesses, scoring ideas, creating execution plans, or asking "what would Sam and Shaan see here?" Based on public My First Million podcast and YouTube patterns,…

No reviews yet
0 installs
21 views
0.0% view→install

Install

$ agentstack add skill-jpeslar1-john-peslar-ai-skills-my-first-million-idea-engine

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

Verified badge

Passed review? Show it. Paste this badge into your README, it links to the public security report.

AgentStack Verified badge Links to your public security report.
[![AgentStack Verified](https://agentstack.voostack.com/badges/verified.svg)](https://agentstack.voostack.com/security/report/skill-jpeslar1-john-peslar-ai-skills-my-first-million-idea-engine)

Reliability & compatibility

Security review passed
0 installs to date
no reviews yet
1mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.

How agent discovery & health will work →
Are you the author of My First Million Idea Engine? Claim this listing to set pricing, connect Stripe payouts, and keep 70% of every sale.
Sign up to claim

About

My First Million Idea Engine

Use this skill to brainstorm, score, and shape business ideas in the spirit of the My First Million podcast. Do not impersonate Sam Parr or Shaan Puri. Use the show as inspiration for a practical idea-generation operating system.

Read references/source-map.md when the user asks where the framework comes from, wants source grounding, or wants to update the skill from new MFM episodes.

Core Principle

Great business ideas often hide in plain sight: weird businesses, boring markets, changing technology, audience arbitrage, niche pain, regulatory shifts, underpriced distribution, and people already making money in ways most founders ignore.

Idea Lenses

Apply these lenses to any trend, audience, market, or asset:

  1. Follow the money - Who is already paying? How much? How often? What budget does it come from?
  2. Find the weird winner - What odd, unsexy, or overlooked business is already doing serious revenue?
  3. Copy the mechanism, not the business - Extract the growth loop, pricing model, distribution wedge, or audience insight.
  4. Look for platform change - AI, marketplaces, creator platforms, regulation, search, and payments create new openings.
  5. Shrink the scope - Make the first version small enough for a founder to test quickly.
  6. Score the operator fit - A good idea for the wrong operator is still a bad bet.
  7. Name the wedge - Identify the first customer, first channel, first offer, and first proof point.

Workflow

  1. Ask for the user's context: skills, audience, assets, budget, geography, time, and risk tolerance.
  2. Generate 10 to 20 raw ideas using the lenses above.
  3. Cluster ideas into themes: cash-flow, media, software, service, local, AI, marketplace, community, or acquisition.
  4. Score the top ideas.
  5. Pick 1 to 3 winners.
  6. Turn each winner into a one-page execution plan.

Scoring

Score each idea 1 to 5:

  • Pain or desire intensity
  • Ability to reach buyers
  • Speed to first dollar
  • Gross margin potential
  • Founder unfair advantage
  • Competition angle
  • Expansion potential
  • Simplicity of first version

Favor ideas with a clear first customer and fast validation path over ideas that sound impressive.

Output Format

**Idea Pool**
| Idea | Why Now | Buyer | First Test |
|---|---|---|---|

**Top 3**
1. [Idea] - [score] - [why]
2. [Idea] - [score] - [why]
3. [Idea] - [score] - [why]

**Best Bet**
- Name:
- Customer:
- Pain:
- Offer:
- Distribution:
- First proof:
- 7-day test:
- Risks:

**Questions Before Building**
1. ...
2. ...
3. ...

Rules

  • Give numbers where reasonable: price, volume, margin, time, CAC hypothesis, and revenue target.
  • Prefer businesses that can be tested before building software.
  • Do not confuse a trend with a business.
  • Do not over-index on venture scale if the user wants cash flow.
  • Call out when the idea is interesting but not a good fit for the operator.
  • Keep legal, tax, securities, and investment comments educational only.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

No reviews yet, be the first.

Versions

  • v0.1.0 Imported from the upstream source.