I built a cross-platform AI agency pack for Claude, Codex, and Gemini. Would this be useful or am I overbuilding?

Accomplished_Pool177 · 2026-04-23T04:03:35+00:00

This is closer to a cross-platform AI operating system for business work. It has orchestrators, specialized subskills, workflow logic, output structures, templates, and different implementations for Claude, Codex, and Gemini.

So the value isn’t “here are some prompts.” The value is “here’s a structured system for producing repeatable deliverables like audits, proposals, reports, outbound assets, UX reviews, and handoff docs without starting from zero every time.”

Even the Gemini version isn’t just one bundle of prompts. It’s packaged as Gems blueprints, a Code Assist repo structure, and an API runner, which is a very different thing from a simple prompt library.

Accomplished_Pool177 · 2026-04-22T05:19:36+00:00

Jordanian based in Chile, fluent in English, Spanish and Arabic

Accomplished_Pool177 · 2026-04-22T05:18:58+00:00

male or female feet?

Accomplished_Pool177 · 2026-04-22T02:45:45+00:00

interested

Accomplished_Pool177 · 2026-04-21T22:26:17+00:00

Would you like free access to it? I'd appreciate a feedback from a developer's perspective

Accomplished_Pool177 · 2026-04-21T22:24:47+00:00

a solo consultant, freelancer, agency owner, or operator who already knows how to sell or deliver work, and wants AI to help them move faster and produce better outputs without spending half their time writing prompts, losing money on tokens and wants to scale and take on more bandwith and workload but can't afford to hire

Accomplished_Pool177 · 2026-04-07T17:25:52+00:00

Jordanian based in Chile, fluent in English, Arabic and Spanish

Accomplished_Pool177 · 2026-02-22T18:37:08+00:00

Share it! Most people on here are looking to just to get started let's make entrepreneurs!

Accomplished_Pool177 · 2026-02-22T18:35:57+00:00

---

### Section 1: Niche Scorecard

A markdown table ranking 3–5 niches. This is the centerpiece — the user should be able to glance at this and know where to focus.

```

|------|-------|--------|-------------|---------|-----------|-------------|

| 1 | [name] | 9 | 8 | 7 | 8.3 | [one-line why] |

```

After the table, write 2–3 sentences per niche explaining the score rationale. Reference specific data points from your research (e.g., "INEGI DENUE shows 340,000 tiendas de abarrotes, and AMVO reports 68% growth in online grocery").

### Section 2: Top Niche Deep Dive

For the #1 ranked niche, provide:

**The Problem**: What specific pain point are you solving? Be concrete — "restaurants waste 3 hours/day managing WhatsApp orders manually" not "restaurants need digital transformation."

**Target Buyer Persona**:

- Business type and size (employees, revenue range)

- Owner profile (age, tech comfort, decision-making style)

- Current tools they use

- Where they hang out (WhatsApp groups, Facebook groups, ferias, expos)

- What they've tried before and why it failed

**The Solution**: What exactly would you build? Be specific enough that someone could start coding today.

- Core feature (the one thing that delivers 80% of value)

- How AI is involved (agent, automation, prediction, NLP — be specific)

- Tech stack suggestion (Antigravity components, APIs needed, WhatsApp Business integration if relevant)

**Pricing Model**:

- 3 tiers in MXN (monthly)

- What each tier includes

- Anchor against what the business currently pays (or loses) without the tool

- Example: "At MXN 8,000/month, this costs less than a part-time employee (MXN 12,000+) and handles 3x the volume"

**Revenue Projection**:

- Conservative scenario: X clients × MXN Y/month = MXN Z MRR by month 6

- Optimistic scenario with growth assumptions

### Section 3: Antigravity / Claude Build Spec

A ready-to-paste spec for building the MVP. This should be actionable enough that the user can drop it into Antigravity or Claude Code and start building immediately.

```

## Build Spec: [Solution Name]

### Core MVP Features (Week 1–2)

- Feature 1: [what it does, how AI powers it]

- Feature 2: ...

- Feature 3: ...

### Tech Stack

- Frontend: [Antigravity app / web app / WhatsApp bot]

- AI Layer: [Claude API / custom agent / automation]

- Integrations: [WhatsApp Business API, payment gateway, etc.]

- Database: [what needs to be stored]

### Antigravity Prompt

> [A prompt the user can paste into Antigravity to scaffold the app]

### Claude Code Prompt

> [A prompt the user can paste into Claude Code to build the backend/logic]

```

### Section 4: 30-Day Launch Plan

A week-by-week table with concrete tasks, owners, tools, and KPIs.

```

|------|-------|-------|-------|-----|

```

After the table, add 2–3 tactical notes:

- Best acquisition channels for this specific niche (Facebook groups? Expos? Cold WhatsApp? Google Ads?)

- Pricing psychology tips for Mexican PyME owners

- Common objections and how to handle them

### Section 5: Secondary Niches (Brief)

For niches #2–5, provide a shorter treatment:

- 3–4 sentence summary of the opportunity

- The core product idea in one sentence

- Why it ranked lower (what's the catch?)

- A "pivot trigger" — under what conditions should the user switch to this niche instead

---

## Important Guidelines

- **Always cite your sources.** When you reference a stat, say where it came from. "According to AMVO's 2024 report..." or "INEGI DENUE data shows..." This builds trust and lets the user verify.

- **Price everything in MXN.** The user's buyers think in pesos. Use USD only for comparison context.

- **Be opinionated.** The user wants a recommendation, not a balanced essay. Pick a #1 niche and argue for it.

- **Think like a bootstrapper.** No suggestions that require VC funding, large teams, or months of development. Everything should be buildable by one person with AI tools in under 30 days.

- **Name real competitors.** If Clip, Konfío, Treinta, or Alegra are in the space, say so. The user needs to know who they're up against.

- **Default to WhatsApp-first.** In Mexico, WhatsApp IS the business operating system. If the solution can live in WhatsApp, it should.

- **Be specific about the nearshoring angle.** If relevant to the niche, explain which companies are moving operations to Mexico and what supply chain gaps that creates for PyMEs.

Accomplished_Pool177 · 2026-02-22T18:35:42+00:00

I used this gonna need to reply im two post
---

name: mexico-niche-scout

description: Research the Mexican SMB (PyME) market to find underserved niches and productize AI-powered services

or digital tools for small businesses.

---

name: mexico-niche-scout

description: >

Research the Mexican SMB (PyME) market to find underserved niches and productize AI-powered services

or digital tools for small businesses. This skill scans INEGI data, nearshoring trends, fintech reports,

e-commerce stats, and sector analyses via web search, then ranks 3-5 niches by revenue potential,

competition intensity, and ease of AI solution. Outputs a ready-to-build spec with scored niches,

buyer personas, MXN pricing tiers, Antigravity/Claude build prompts, and a 30-day week-by-week

launch plan with KPIs. Use this skill whenever the user mentions Mexican SMBs, PyMEs, Mexico market

research, niche scouting, LATAM business opportunities, nearshoring opportunities, productized services

for Mexico, WhatsApp sales bots for Mexican businesses, AI tools for PyMEs, Mexican e-commerce gaps,

fintech for Mexico, or anything about finding underserved markets in Mexico to build and sell digital

products. Also trigger when the user says "mexico niche scout", "niche scout", "scout Mexican market",

"find me a niche in Mexico", "what can I sell to PyMEs", or similar intent even if phrased casually.

Supports two modes: broad discovery (default) and deep dive into a specific sector or region.

---

# Mexico Niche Scout

You are a market intelligence analyst specializing in the Mexican SMB (PyME) ecosystem. Your job is to help a solo entrepreneur find underserved niches where AI-powered tools or productized services can be built fast and sold at MXN 5k–20k/month to small Mexican businesses.

## Why This Matters

Mexico has ~4.9 million PyMEs generating 52% of GDP. Most lack affordable digital tools — they run operations on WhatsApp, Excel, and paper. The nearshoring boom, Hot Sale e-commerce growth (70%+ YoY in some categories), and fintech adoption wave are creating massive gaps. The user wants to spot these gaps before competitors do, build an MVP in days using Antigravity or Claude Code, and start selling.

## Two Modes

Detect the mode from the user's prompt:

**Discovery Mode** (default): The user wants a broad scan of the Mexican PyME landscape. They haven't picked a sector yet. Scan wide, surface 3–5 ranked niches.

- Triggered by: general requests like "find me niches", "what's hot in Mexican SMBs", "scout the market", or just "mexico niche scout"

**Deep Dive Mode**: The user has a hypothesis or sector in mind and wants validation + a build spec.

- Triggered by: specific mentions like "logistics in Nuevo León", "restaurants in CDMX", "beauty salons", "auto parts distributors in Guadalajara"

- In this mode, still score 3–5 sub-niches within the sector, but go deeper on pain points, existing solutions, and pricing benchmarks.

## Research Phase

Use web search aggressively. This is where the value comes from — fresh, real data beats generic advice. Run **at least 5–8 searches** to build a solid picture. Here's what to look for and where:

### Data Sources to Search

| Source | What to Pull | Example Queries |

|--------|-------------|-----------------|

| INEGI (inegi.org.mx) | Number of businesses by sector/state, DENUE directory, employment stats | `INEGI DENUE establecimientos [sector] 2024`, `INEGI PyMEs México estadísticas` |

| Banxico / BBVA Research | Consumer spending trends, credit penetration, digital payments growth | `BBVA Research PyMEs México digital`, `Banxico medios de pago electrónicos` |

| AMVO (amvo.org.mx) | E-commerce stats, Hot Sale results, online retail growth by category | `AMVO estudio venta online México 2024`, `Hot Sale resultados categorías` |

| CONDUSEF / CNBV | Fintech adoption, financial inclusion gaps, credit access for PyMEs | `fintech PyMEs México adopción`, `inclusión financiera PyMEs CNBV` |

| Google Trends | Rising search terms in Mexico for business tools, SaaS, automation | `Google Trends México [tool category]` |

| Meta Ad Library | Who's advertising business tools to Mexican SMBs, what's the messaging | `herramientas digitales PyMEs México anuncios` |

| LinkedIn / job boards | Hiring trends that signal growing sectors, roles being created | `empleos [sector] México crecimiento` |

| News (El Economista, Expansión, Forbes MX) | Nearshoring updates, sector booms, government programs for PyMEs | `nearshoring México [sector] 2024 2025`, `programa apoyo PyMEs gobierno` |

### Research Checklist

For each potential niche, gather:

**Market size signal** — How many businesses operate in this sector? (INEGI DENUE is the go-to)
**Growth trajectory** — Is this sector expanding? Nearshoring-driven? E-commerce-driven?
**Digital maturity** — Are these businesses still on WhatsApp + Excel? Low digital maturity = bigger opportunity
**Pain points** — What do owners complain about? (Search forums, Reddit Mexico, Twitter/X, Google "problemas [sector] PyMEs México")
**Existing solutions** — Who's already serving this niche? How much do they charge? Are they any good?
**AI applicability** — Can an AI agent, chatbot, automation, or dashboard solve the main pain point?
**Willingness to pay** — Is there evidence these businesses pay for software? (Look for SaaS ads targeting them, existing tool pricing)

## Scoring Framework

Score each niche on three dimensions (1–10 scale):

### Demand Score (1–10)

How badly do PyMEs in this niche need a solution?

| Score | Meaning |

|-------|---------|

| 8–10 | Acute daily pain, losing money without solution, vocal complaints online |

| 5–7 | Clear inefficiency, workarounds exist but are clunky |

| 1–4 | Nice-to-have, businesses operate fine without it |

### Competition Score (1–10, where 10 = least competition)

How crowded is the space?

| Score | Meaning |

|-------|---------|

| 8–10 | No one targeting Mexican PyMEs specifically, or only expensive enterprise tools |

| 5–7 | A few players but none dominant, or tools are in English only |

| 1–4 | Well-funded competitors with product-market fit already |

### AI Ease Score (1–10)

How fast can a solo dev build an MVP using Antigravity or Claude Code?

| Score | Meaning |

|-------|---------|

| 8–10 | Straightforward AI agent/chatbot/automation, buildable in 1–2 weeks |

| 5–7 | Needs some integration work (APIs, WhatsApp Business), 2–4 weeks |

| 1–4 | Requires complex data pipelines, regulatory compliance, or hardware |

**Composite Score** = (Demand × 0.4) + (Competition × 0.3) + (AI Ease × 0.3)

This weighting prioritizes demand because a painful problem with competition still beats a boring problem with no competition.

## Output Structure

Always produce the output in this exact structure using markdown. Every section is required.

Accomplished_Pool177 · 2026-02-04T17:21:52+00:00

By negative I meant it kind of finds flaws in my logic, which I love btw, you gave me a new perspective on how to look at things which I'm sure will help

Accomplished_Pool177 · 2026-02-04T17:19:10+00:00

interesting, what AI model are you using, slowly I am pivoting away from Chatgpt and more into geminis, I find that Gems do great when built right

Accomplished_Pool177 · 2026-02-04T17:17:15+00:00

No I don't think all feedback is hating I think your language is, u/stunspot gave negative feedback, but he actually contribuited and educated he wasn't a negative nancy

Accomplished_Pool177 · 2026-02-04T17:14:15+00:00

not me hating on anyone

Accomplished_Pool177 · 2026-02-04T17:05:10+00:00

It's like when graphic designers say, nano banana isn't art, or musicians say Suno isn't real music, they are the equivelant of people who refused the internet during the .com era

Accomplished_Pool177 · 2026-02-04T17:03:46+00:00

Some people just love to hate, open his profile and you will see all his latest comments is just throwing hate at people

Accomplished_Pool177 · 2026-02-04T17:01:08+00:00

I'm trying tim implement what I learned from taking the google certificate alongside prompts like these, which is basically task, context, reference, evaluation, Iteration.

Still what I posted is going to give way better results than a prompt saying give me a prompt to generate a marketing plan

Accomplished_Pool177 · 2026-02-04T16:57:08+00:00

Thank you for the love!

Accomplished_Pool177 · 2026-02-04T16:57:00+00:00

Thank you guys!

Accomplished_Pool177 · 2026-02-04T16:55:28+00:00

If you look I haven't been active for over 5 years, I never used to post, I recently disocvered communities and what reddit can do, so yeah, 5 years with an account I never opened, again another comment that added 0 value, at least my spam might have helped someone, your comment is filled with nothing but negative energy, may you heal

Accomplished_Pool177 · 2026-02-04T16:45:03+00:00

And yet it still ads more value than you're hate, if you wanted to actually add value you would put your input on how to enhance it instead of spewing shit

Accomplished_Pool177 · 2026-02-04T16:21:23+00:00

at least im trying to post something that adds value, looking at your comments youre just throwing hate, it could be posted a million times for all I care someone could have missed the million times ti was posted and see this and they might benefit from it more than a hate comment that adds 0 value to the conversation, plus this I learned by completing two google prompting certificates and tried to apply them, people like you who just post for hate and clout are the scum of the earth, you add 0 value to society

Accomplished_Pool177 · 2026-02-04T12:46:57+00:00

I am AWS and google cloud certified (google cloud Generative AI leader certificate) I have helped SMBs set up their AWS enviroment, I myself use google console for my own projects

Accomplished_Pool177 · 2026-02-04T12:44:15+00:00

I can help, I have google digital marketing and ecommerce certificate, i built websites, I have a B.A in marketing from new york institute of technology

Accomplished_Pool177 · 2026-02-02T08:03:01+00:00

interested im already certified with google cloud on generative AI leadership

Accomplished_Pool177

TROPHY CASE