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A single Claude Code session ran the complete AI-First Org Design Kit on Every Inc, acting as CEO Dan Shipper based on research into 63 published articles. It produced a full organizational specification — from identity and governance to agent configurations and evolution mechanisms — without human intervention between phases.
The [article]({{ site.baseurl }}{% link article.md %}) is itself part of the experiment: written as Dan, in his voice, about the process of encoding Every's organizational operating system.
| Metric | Value |
|---|---|
| Total files produced | 75 |
| Articles researched | 63 |
| Skills invoked | 14 (full kit) |
| Genome files | 7 |
| Governance documents | 7 |
| Quality gates | 4 (with 23 holdout scenarios) |
| Workflow specifications | 4 |
| Roles mapped | 14 |
| Agent configurations | 5 (with 4 framework exports each) |
| Hard boundaries defined | 9 |
| Anti-patterns documented | 10 |
| Team members assessed | 19 |
| AGENT-PRIMER compression ratio | 33:1 |
- [Overview]({{ site.baseurl }}{% link org-design/overview.md %}) — Coordination audit, political map, role definitions, and the compressed agent primer
- [Genome]({{ site.baseurl }}{% link org-design/genome/index.md %}) — Who Every is: mission, values as decision rules, voice norms, quality standards
- [Governance]({{ site.baseurl }}{% link org-design/governance/index.md %}) — How agents operate: authority tiers, hard boundaries, escalation protocols
- [Quality Gates]({{ site.baseurl }}{% link org-design/gates/INDEX.md %}) — Four gates with 23 hidden holdout scenarios for validation
- [Specifications]({{ site.baseurl }}{% link org-design/specs/index.md %}) — Workflow specs for article production, engineering, consulting, podcasts
- [Agents]({{ site.baseurl }}{% link org-design/agents/INDEX.md %}) — Five agent configurations with system prompts, tool permissions, and self-review
- [Adoption]({{ site.baseurl }}{% link org-design/adoption/index.md %}) — Maturity ladder (19 people assessed) and sprint designs
- [Evolution]({{ site.baseurl }}{% link org-design/evolution/index.md %}) — Decision ledger and monthly governance review cycle
- [Reference]({{ site.baseurl }}{% link research/index.md %}) — Research material and session logs
The AI-First Org Design Kit is available on the Synapti Marketplace: ai-first-org-design-kit