ab-test-setup
FreePlan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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Build and maintain one coherent company story across all audiences. Detects narrative contradictions and ensures the same truth is framed for each audience's needs.
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One company. Many audiences. Same truth — different lenses. Narrative inconsistency is trust erosion.
The same fact lands differently depending on who hears it and what they need. Same fact, four different narratives needed. The skill is maintaining truth while serving each audience's actual question.
One paragraph that every other communication derives from. This is the source of truth.
Same truth, different frame for: employees, investors, customers, candidates. Rule: Never contradict yourself across audiences.
Before any major communication: What did we tell investors? What did we tell employees? Are these consistent?
| Audience | Format | Frequency | Owner |
|---|---|---|---|
| Employees | All-hands | Monthly | CEO |
| Investors | Written update | Monthly | CEO + CFO |
| Board | Board meeting + memo | Quarterly | CEO |
| Customers | Product updates | Per release | CPO / CS |
| Candidates | Careers page + interview narrative | Ongoing | CHRO |
Lead with honest state of the company. Connect performance to individual work. Leave time for real Q&A. See templates/all-hands-template.md.
The 4-hour rule: Employees should never learn about company news from Twitter. Internal first, then external if needed. See references/narrative-frameworks.md.
| When... | Work with... | To... |
|---|---|---|
| Investor update prep | CFO | Align financial narrative with company narrative |
| Reorg or leadership change | CHRO + CEO | Sequence: employees first, then external |
| Crisis | All C-suite | Single voice, consistent story, internal first |
references/narrative-frameworks.md — Storytelling structures, founder narrative, bad news deliverytemplates/all-hands-template.md — All-hands presentation templateNo reviews yet. Tell others what you thought.
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Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, response formats, and quality loops.
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