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Contributing to CEO Skill

Thanks for helping improve ceo-skill.

This project is most valuable when it becomes more concrete, more reusable, and more grounded in real decision scenarios.

High-value contributions

1. Realistic case templates

Examples:

  • M&A evaluation
  • fundraising trade-offs
  • layoffs / restructuring
  • international expansion
  • key executive departure
  • board conflict

2. Better evaluation cases

Improve evals/evals.json with:

  • sharper prompts
  • clearer expected outputs
  • more objective expectations

3. Decision support references

Contribute:

  • new frameworks
  • stronger stakeholder patterns
  • better war-gaming techniques
  • debiasing improvements

4. Analysis helpers

Extend scripts/analysis_tools.py carefully. Keep helpers:

  • lightweight
  • dependency-free when possible
  • easy to inspect
  • easy to reuse in agent environments

Contribution principles

  • Prefer practical decision quality over abstract business jargon
  • Prefer reusable structure over clever wording
  • Prefer explicit trade-offs over confident but vague recommendations
  • Avoid unverifiable claims

Before opening a PR

  • Is the change actually useful for real executive decisions?
  • Does it improve clarity, rigor, or reuse?
  • Are examples realistic?
  • Are runtime-specific assumptions minimized?
  • If you changed scripts, did you test them?