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chief-ai-officer-advisor - Strategic AI decisions for startups

Advises startups on model build-vs-buy, AI regulatory risk, API-to-self-hosted economics, and AI team evolution.

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Updated: 2026-09-28

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Compare API, fine-tune, and build
  • Classify AI regulatory risk
  • Calculate self-hosting breakeven
  • Sequence AI hires
  • Map AI team roles

Inputs

  • AI use case
  • Workload characteristics
  • Token volume
  • Latency requirements
  • Quality requirements
  • Company stage
  • Hiring needs

Outputs

  • Model strategy recommendation
  • Regulatory risk classification
  • Required controls list
  • Self-hosting breakeven analysis
  • AI hiring sequence
  • AI team role plan

Requirements

  • Python environment

Source

  • Spec: SKILL.md

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AI strategy
model selection
build-vs-buy
AI governance
AI economics
AI team design
startup leadership
Compare API, fine-tune, and build
Classify AI regulatory risk
Calculate self-hosting breakeven
Sequence AI hires
AI use case
Workload characteristics
Token volume
Model strategy recommendation
Regulatory risk classification
Required controls list