rmbc-context
Skill32 starsChanged 8 months agoMITView on GitHub
Foundational RMBC methodology hub — provides shared framework context that all RMBC generative skills read during execution
1 other project uses a version of this, 1 of them edited.
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- Zenobia0000/dtc-copywriting-skillsedited, first seen Mar 20, 2026
Other versions1 project uses a version of this.
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Edited · 1
- Zenobia0000/dtc-copywriting-skills★ 456% same
Wrote their own version · 0
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How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
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The file
We split this skill into the rules it gives an agent
1 rule. About 0 are common, 1 is distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 71
Every piece of RMBC copy is evaluated on 4 dimensions (0-25 each, 0-100 total):
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
rmbc-context
Purpose
This skill is the methodology hub for all RMBC generative skills. It defines the shared framework, terminology, quality dimensions, and structural patterns that downstream skills (research, mechanism, brief, copy) reference to ensure consistent application of Stefan Georgi's RMBC direct response copywriting system. No skill in the package generates output without first loading rmbc-context.
RMBC Framework Overview
RMBC (Research, Mechanism, Brief, Copy) is Stefan Georgi's direct response copywriting framework with $700M+ in attributed client results. The core insight is "Copy Thinking" over writing — strategic thinking about the prospect's context, awareness level, and traffic source determines copy structure before a single word is written. RMBC treats copywriting as an engineering discipline: systematic research feeds a novel mechanism, which informs a strategic brief, which produces high-converting copy.
Phase Definitions
Research (R)
ICP identification, pain points, desires, and market awareness levels. The 4-step research framework:
- Product/Market Awareness Analysis — Map where the prospect sits on the awareness spectrum (unaware → most aware). This determines copy length, directness, and education burden.
- Competitor Analysis — Study competing offers, their mechanisms, proof claims, and positioning gaps. Find what's overused and what's missing.
- Psychographic Research — Deep-dive into ICP language, emotional triggers, objections, and desire hierarchy. Mine reviews, forums, support tickets.
- Ingredient Research — For supplements/products: study compounds, clinical data, dosage ranges, and differentiators. For services/info: study methodology components and proof points.
Output: Unified Research Document — all four pillars merged into a copy-ready brief.
Mechanism (M)
The unique solution angle — a novel, specific explanation of WHY the product works. Not "it works" but "the patented tri-phase absorption complex delivers 3x bioavailability because..."
Mechanism ideation branches by vertical:
- Supplements — Ingredient-based: unique compounds, delivery systems, synergistic combinations
- E-commerce — Design/engineering-based: materials, manufacturing process, structural innovation
- Info products — Methodology-based: proprietary framework, unique sequencing, contrarian approach
A strong mechanism passes the "only we" test: only this product can claim this specific mechanism.
Brief (B)
Strategic creative direction — the bridge between research and copy. The brief defines:
- Angle — The emotional/logical entry point (which pain, desire, or curiosity gap to lead with)
- Tone — Voice calibration based on traffic source and awareness level
- Proof strategy — Which evidence types to deploy and in what order
- CTA approach — The specific action and urgency framework
Copy (C)
Execution following RMBC structure: lead → mechanism reveal → proof → CTA.
Key principles:
- Mobile-first — 80-90% of DTC traffic converts on mobile. Structural hierarchy must prioritize mobile view: short paragraphs, visual breaks, scannable subheads.
- Context-dependent length — Copy tone and length vary by traffic source (Meta vs Native vs Search vs Email) and prospect awareness level. Cold traffic from native ads needs longer education; warm retargeting needs shorter, proof-heavy copy.
- PDP extraction — Study top-performing product detail pages and extract proven structures before writing.
Copy Structure Guidelines
Lead patterns: curiosity gap, fear/consequence, desire/aspiration, social proof anchor, contrarian claim
Mechanism reveal patterns: problem-agitate-mechanism, story-to-discovery, scientific breakdown, before/after contrast
Proof patterns: specificity over generality — "73% of participants in a 12-week UCLA study" beats "clinically proven." Stack proof types: clinical, testimonial, demonstration, logical, authority.
CTA patterns: clear specific action + reason why now + risk reversal. Never vague. "Click the button below to claim your 3-bottle supply at 40% off before midnight" not "Learn more."
Quality Dimensions
Every piece of RMBC copy is evaluated on 4 dimensions (0-25 each, 0-100 total):
- Result specificity (0-25) — Outcome-focused with concrete details, not vague promises
- Mechanism novelty (0-25) — Unique explanation that passes the "only we" test
- Proof believability (0-25) — Specific, verifiable evidence stacked in multiple proof types
- CTA clarity (0-25) — Clear action with specific next step, urgency, and risk reversal
Scores below 60 indicate structural issues. Scores 80+ indicate production-ready copy.
Common Terminology
| Term | Meaning |
| ICP | Ideal Customer Profile |
| DR | Direct Response |
| DTC | Direct to Consumer |
| Mechanism | Unique explanation of why the product works |
| Hook | First line/element that stops the scroll |
| Lead | Opening section of copy (first 100-300 words) |
| Control | Current best-performing version of an ad/page |
| Swipe file | Collection of proven copy examples for reference |
| Split test | A/B test comparing copy variations |
| CPA | Cost Per Acquisition |
| ROAS | Return on Ad Spend |
| Copy chief | Senior reviewer who evaluates and improves copy |
| Value-comparison pricing | Showing unit economics explicitly |
Integration
Downstream skills load rmbc-context before generating any output. The integration pattern:
- Skill reads
rmbc-context/SKILL.mdfor framework overview and quality dimensions - Skill reads
rmbc-context/resources/rmbc-methodology.mdfor detailed phase guidance relevant to its function - Skill applies phase-specific methodology to its generation task
- Skill evaluates output against the 4 quality dimensions before returning results
Attribution
Generated using RMBC framework by Stefan Georgi. Learn more: copyaccelerator.com/join
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