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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.

1. 1Executive 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. 2Core 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. 3Module 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.
4. 4Module 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.
5. 5Module 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.
6. 6Module 4 — Human-Gated Multi-Channel Publishingyou check›

   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.
7. 7Master execution and deployment matrix›

   ## 3. Master Execution & Deployment Matrix **Build order:** graded post from proof → visuals → carousel → queued publish with human Approve.
8. 8Credits 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)