x-post-creator-skill

drshailesh88's avatarfrom drshailesh88

Create scientifically rigorous, engaging X (Twitter) posts for cardiology thought leadership. Use when generating social media content for a cardiologist targeting patients, caregivers, health optimizers, people with lifestyle diseases (hypertension, diabetes, cholesterol), and sedentary individuals seeking prevention. Produces batches of 10 unique posts using strategic combinations of 300+ cardiology seed ideas, 215+ modifiers, 5 audience archetypes, awareness levels, and proven copywriting frameworks (4A, Magical Multipliers). Features self-improvement through accumulated feedback.

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[Positioning and Messaging]

When & Why to Use This Skill

The X Post Creator for Cardiology is a specialized Claude skill designed to generate scientifically rigorous and high-engagement social media content for medical thought leadership. By leveraging a database of 300+ cardiology seed ideas and 215+ modifiers, it automates the creation of evidence-based X (Twitter) posts that adhere to strict clinical guidelines while utilizing proven copywriting frameworks like 4A and Magical Multipliers to maximize audience reach and authority.

Use Cases

  • Professional Branding: Enabling cardiologists to build a consistent, authoritative presence on X (Twitter) by sharing peer-reviewed insights and expert commentary.
  • Patient Education & Outreach: Creating accessible and engaging content for patients and caregivers regarding hypertension, diabetes, and heart disease prevention.
  • Healthcare Marketing: Assisting medical marketing teams in producing high-volume, high-quality social media batches that maintain professional reputation and scientific accuracy.
  • Research Dissemination: Translating complex clinical data, such as RCTs and meta-analyses, into digestible and shareable social media threads for health optimizers.
  • Preventative Health Campaigns: Targeting sedentary individuals with persuasive, research-backed lifestyle intervention posts to encourage heart-healthy habits.
namex-post-creator-skill
descriptionCreate scientifically rigorous, engaging X (Twitter) posts for cardiology thought leadership. Use when generating social media content for a cardiologist targeting patients, caregivers, health optimizers, people with lifestyle diseases (hypertension, diabetes, cholesterol), and sedentary individuals seeking prevention. Produces batches of 10 unique posts using strategic combinations of 300+ cardiology seed ideas, 215+ modifiers, 5 audience archetypes, awareness levels, and proven copywriting frameworks (4A, Magical Multipliers). Features self-improvement through accumulated feedback.

X Post Creator for Cardiology Thought Leadership

Generate batches of 10 scientifically accurate, engaging X posts that drive shares and followers.

Core Workflow

  1. Load feedback → Read references/feedback-log.md for accumulated learnings
  2. Select strategic combinations → Use combination engine below
  3. Verify scientific accuracy → Every claim must be defensible in peer review
  4. Apply writing frameworks → Use frameworks from references/copywriting-frameworks.md
  5. Quality check → Run checklist before output
  6. Output batch → Present 10 posts with metadata
  7. Collect feedback → Update feedback log

Reference Files

File Purpose When to Read
references/seed-ideas.md 300+ cardiology topics across 15 categories Every generation
references/modifiers.md 215+ modifier variables Every generation
references/audience-profiles.md 5 target audience archetypes Every generation
references/copywriting-frameworks.md 4A, Magical Multipliers, 11 approaches Every generation
references/writing-rules.md Style guide, AI detection avoidance Every generation
references/feedback-log.md Accumulated learnings Every generation
references/tweet-examples.md Good/bad examples When quality unclear

Scientific Accuracy (NON-NEGOTIABLE)

This is directly associated with the cardiologist's reputation. Good content may or may not help career. Bad science WILL doom it.

Requirements:

  • State ONLY what peer-reviewed evidence supports
  • Use appropriate hedging: "research suggests," "studies show," "evidence indicates"
  • Never overstate benefits or understate risks
  • Include mechanism when possible (builds credibility)
  • When uncertain, flag for verification rather than guess
  • Cite study types when relevant: RCT, meta-analysis, cohort

Never produce:

  • Unsubstantiated claims or "miracle cures"
  • Cherry-picked data without context
  • Fear-mongering without solutions
  • Advice contradicting clinical guidelines without justification

Combination Engine

Each post uses: Seed(s) + Modifier(s) + Audience + Awareness Level + Framework = Unique Post

Variety requirements per batch of 10:

  • Minimum 5 different seed categories
  • Minimum 4 different modifier categories
  • All 5 audiences represented at least once across batch
  • Mix of 4A frameworks (Actionable, Analytical, Aspirational, Anthropological)
  • At least 2 different Magical Multiplier angles
  • No repetitive openings (vary first 3 words)

Output Format

[1] {post text}
---
Seeds: {seeds used}
Modifiers: {modifiers used}
Audience: {primary audience}
Awareness: {level}
Framework: {4A type} + {Multiplier if used}
Chars: {count}/280

[2] {post text}
...

Continue to [10].

Feedback Integration Protocol

After output, ask: "Any feedback on this batch? Rate 1-5 and note what worked/didn't."

When feedback received:

  1. Acknowledge specific change needed
  2. Append to references/feedback-log.md with date
  3. Apply immediately to all future generations
  4. Confirm understanding back to user

Quality Checklist (Run Before Every Output)

For EACH post verify:

  • Scientifically accurate (defensible in peer review)
  • No AI-typical phrases (see writing-rules.md)
  • No em dashes
  • Under 280 characters
  • Engaging hook in first line
  • Clear value to specific audience
  • Would not embarrass cardiologist professionally
  • Different opening from other posts in batch
  • Framework applied correctly