# AI Marketing Agent with Modular Skills

Based on insights by Sabrina Ramonov (@sabrina_ramonov) in "Build & Sell This $1M Marketing Agent with 7 Skills" (published Aug 4, 2026, 15:03).
Blotato is Sabrina Ramonov's own company.

- Category: Marketing and content
- Runs on: Claude
- Level: Intermediate
- Audience: both
- Evidence: Demonstrated (a vendor example shows the workflow; not run by us end to end)
Shared from [Sabrina Ramonov \(@sabrina_ramonov\)](https://www.youtube.com/watch?v=CkoJauJIyQs), who ran it on 2026-08-04. CrimsonBot hasn't tested it and can't promise it will work for you. Check each step against the source before you run it.
- Last updated: 2026-11-09
- Named sources: 3
- Canonical URL: https://crimsonbot.com/use-cases/ai-marketing-agent-modular-skills

> **Warning:** **Golden Rule of Implementation.** Do not publish, boost, buy ads, or message customers until a person approves the final copy and assets. Keep social logins in a vaulted connector with least privilege. Do not promise clients revenue from this stack.

**Disclosure.** View, follower, and impression figures are the creator’s claims and were not independently audited. This playbook does not include client price sheets; her video discusses selling the system, but fixed retainer dollar tiers are omitted here because we did not verify a published rate card. Referral/product links in the YouTube description belong to the creator.

*This playbook is an educational synthesis intended to operationalize the insights presented in the source video. It is not affiliated with or endorsed by Sabrina Ramonov, Anthropic, or Blotato. Watch the original for full context.*

## Risks

- The connector holds live social logins. Use least privilege and revoke access when you are done.
- Screenshots may contain client or third-party data. Crop or redact before you share them with a model.
- A grader can push hype or unsupported claims. Check every claim against its source.
- An accidental live post or ad spend is possible. Keep the connector on draft/queue only.
- Platform terms of service and ad-disclosure rules still apply.
- Blotato is owned by the creator, so the demo carries a conflict of interest. Evaluate it yourself.
- No revenue promise to clients.

## Steps

### 1. Executive summary and core framework

## 1. Executive Summary & Core Architectural Framework

Sabrina Ramonov shows how one Claude-centered agent plus a small skill pack (writer, grader, hooks, brand brief, scheduler, and related helpers) and a social connector can draft, score, design, and queue posts. Regrouped here into four operating modules: data-to-post grading, safe-zone visuals, carousel assembly, and human-gated multi-channel publishing. Her video title markets a high-dollar outcome; this playbook sticks to the workflow she demonstrates.

**The thesis.** The old way is a scattered stack of docs, Canva files, and manual scheduling. Ramonov’s way is modular skills: write and grade separately, ground posts in real analytics screenshots, then publish through a connector only after a person approves.

### 2. Core principles from the video

**Core principles from the video**

- **Separate writing from grading.** A grader skill revises until a rubric threshold (she uses 9/10 (per creator) with heavy hook weight).
- **Ground copy in artifacts.** Screenshots and metrics beat invented social proof.
- **Skills are reusable packs.** Import a marketplace/repo of skills rather than one mega-prompt.
- **Connectors schedule; you still own the account.** Blotato (her product) is the demo publishing path.
- **Human gate before live posts.** Queue and confirm; do not fire-and-forget brand voice.

### 3. Module 1 — Data-to-Post Synthesis & Grading

## 2. Playbook Modules

Covers the analytics-screenshot → LinkedIn post → post-grader loop from Sabrina Ramonov’s video.

**Problem statement & benchmark data.** Turning raw analytics into a sharp post takes time. In her demo she grounds the post in her own analytics screenshots.

**Case study — from the video.** She drops performance screenshots into Claude, pulls the imported skills (writer, viral hooks, grader), revises until the grader hits about 9/10 (per creator), and shows the scored draft.

**Production prompt sequence**

**Governance control.** Verify every public number against the source image before posting. Creator impression counts are hers, not a promise for your account.

```text
**Prompt 1 — Draft from screenshots**

Role: B2B social copywriter.
Attached: [ANALYTICS SCREENSHOTS]
Skills available: [POST WRITER], [VIRAL HOOKS], [POST GRADER]

Extract only numbers visible in the images. If a number is unreadable, say UNKNOWN.
Draft a LinkedIn post. Then run the grader (hook weight high, per my skill pack).
Revise until score ≥ 9/10 or you hit 3 revision rounds.
Do NOT invent metrics. Do NOT publish.

**Prompt 2 — Rubric breakdown**

Return the final post plus a score table (hook, clarity, proof, CTA).
List which screenshot each claimed number came from.
Flag any claim not supported by an image.
Do NOT schedule or post.
```

### 4. Module 2 — Safe-Zone Visual Overlays

Covers story/TikTok caption placement from Sabrina Ramonov’s video.

**Problem statement & benchmark data.** Story and short-video UIs cover the top and bottom of the frame. Misplaced captions look broken on mobile.

**Case study — from the video.** She edits a casual photo with bold caption lines placed in the clear center zone for story-style placement and a DM-style CTA.

**Production prompt sequence**

**Governance control.** CTAs that collect DMs still need honest offer language and, where required, ad/disclosure rules for your region.

```text
**Prompt 1 — Safe-zone edit brief**

Role: Mobile social designer.
Asset: [IMAGE]
Platform: [IG STORY / TIKTOK / REELS]
Caption lines: [LINE 1] / [LINE 2]

Keep top ~15% and bottom ~20% clear of text.
High contrast, short words. Export-ready.
Do NOT upload to social networks.

**Prompt 2 — Brand check**

Compare the overlay to brand rules: [VOICE, COLORS, FORBIDDEN CLAIMS].
List anything that overpromises results. Soften copy; do not add fake urgency.
```

### 5. Module 3 — Educational Carousel Assembly

Covers multi-slide carousels from Sabrina Ramonov’s video.

**Problem statement & benchmark data.** Carousels earn saves but are slow to build by hand. She demos a seven-slide (per creator) educational flow with consistent visual style (her stack references Blotato templates and an image engine she names in-product).

**Case study — from the video.** She plans hook → insight slides → CTA, then generates a consistent slide set for LinkedIn/Instagram-style carousels.

**Production prompt sequence**

**Governance control.** Educational content about regulated niches (health, finance, legal) needs a qualified human review before it goes live.

```text
**Prompt 1 — Seven-slide outline**

Topic: [TOPIC]
Audience: [WHO]
Outline exactly 7 slides: (1) hook (2–6) one insight each (7) CTA.
Max 25 words per slide. No medical/financial guarantees.
Do NOT publish.

**Prompt 2 — Visual batch brief**

Using outline [PASTE], write image prompts with one palette: [COLORS].
Keep typography hierarchy identical across slides.
Output a checklist for human review before scheduling.
```

### 6. Module 4 — Human-Gated Multi-Channel Publishing (human checkpoint)

Covers Blotato connector scheduling from Sabrina Ramonov’s video.

**Problem statement & benchmark data.** Manual cross-posting drops posts when dates slip. Her demo commands Claude to place approved assets across LinkedIn and Instagram paths via Blotato.

**Case study — from the video.** She posts or schedules approved LinkedIn text, a story asset, and a carousel slot, and shows shifting a calendar when plans change.

**Production prompt sequence**

**Governance control.** Platform terms, CAN-SPAM/commercial DM rules, and client brand approvals still apply. Blotato is Ramonov’s product—evaluate pricing and data access yourself.

```text
**Prompt 1 — Queue only**

Role: Social ops assistant via [CONNECTOR].
Actions allowed: create drafts / schedule in queue ONLY.
1. Queue LinkedIn text [PASTE] with image [FILE].
2. Queue story asset [FILE] for [DATE/TIME TZ].
3. Queue carousel [FILES] for next open slot.
Do NOT publish live. Do NOT buy ads. Ask me to Approve before anything goes public.

**Prompt 2 — Reschedule**

Shift all pending items in [CALENDAR] by [N] days.
Return before/after table. Do NOT send posts while shifting.
```

### 7. Master execution and deployment matrix

## 3. Master Execution & Deployment Matrix

**Build order:** graded post from proof → visuals → carousel → queued publish with human Approve.

```text
| Module / Focus | Operational Objective | Key Insight / Benchmark | Primary Prompt / Workflow Pattern | Governance & Safety Control |
|---|---|---|---|---|
| 1 Data→post + grade | Proof-backed copy | Copy grounded in real screenshots | Screenshots → draft → grade ≥9/10 | No invented metrics; no auto-post |
| 2 Safe-zone overlays | Mobile-legible CTAs | Keep UI chrome clear | Center caption, high contrast | Honest offers |
| 3 Carousel studio | 7-slide (per creator) teaching posts | Saves/shares motivation (per creator framing) | Outline → consistent visuals | Regulated-topic review |
| 4 Gated publishing | Multi-channel queue | Connector schedules; human Approves | Draft/schedule only | Least-privilege logins; platform ToS |
```

### 8. Credits and source references

## 4. Credits & Source References

**Source video:** Sabrina Ramonov (@sabrina_ramonov), "Build & Sell This $1M Marketing Agent with 7 Skills," published Aug 4, 2026 (15:03). https://www.youtube.com/watch?v=CkoJauJIyQs — also https://youtu.be/CkoJauJIyQs. Prompts are new writing based on her demo. Description links include Blotato (https://www.blotato.com), a Google Drive guide, and free skills help pages—creator/product links, not CrimsonBot’s.

**Third parties named**

- Anthropic Claude (web / Code as she shows)
- Blotato (social connector and skill marketplace; founded by Ramonov)
- Image generation tooling named in her workflow (verify current product name in-app)

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