x3allamerican/ai-program-skills/ai-office-hours-and-async-support

Claude Code and agent skill by x3allamerican/ai-program-skills

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Use when scaling support beyond instructor capacity. AI handles 70-80% of routine questions.

Install

npx vskill@latest install x3allamerican/ai-program-skills/ai-office-hours-and-async-support

SKILL.md

AI Office Hours and Async Support

AI handles common questions instantly. Instructor handles complex + relationship-building. Saves 50-70% of instructor time.

AI support architecture

  1. Common questions — answered by AI immediately
  2. AI escalation — complex or unknown → human
  3. Human review — periodic check of AI accuracy
  4. Knowledge base updates — based on new patterns
  5. Quality monitoring — student satisfaction with AI responses
  6. Escalation always available — student can request human

Use cases

AI handles:

  1. Course navigation questions
  2. Common technical issues
  3. Curriculum questions
  4. Submission deadline questions
  5. Pricing/billing questions
  6. Account access issues

Human handles:

  1. Specific implementation questions
  2. Career advice
  3. Complex troubleshooting
  4. Edge cases
  5. Customer relationship management

Cost savings

Instructor at 50 students:

  • Without AI: ~10-15 hrs/week support
  • With AI for routine: ~3-5 hrs/week support
  • 60-70% time savings
  • Instructor focuses on high-value coaching + community

Where this fits in the X3 empire

AI support layer for CardPrepAI Academy.

Security

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