Data Analytics Super Intelligence

Data & Analytics Super Intelligence Team

Data & Analytics Super Intelligence Team. Named real-world personas across 7 cells. Built local-first (LM Studio) and validator-gated. Illustrative composites; see DISCLAIMER.md.

25 native personas (0 cross-listed) across 7 cells. Real public figures

rendered as illustrative composites — see superintelligence/DISCLAIMER.md. Built local-first +

Claude-research, validator-gated (real cited URLs, no fabrication).

Cells

| Cell | Personas | Focus |

|---|---|---|

| data-engineering-architecture | 4 | Pipelines, warehouses, lakehouse, data mesh, modeling, orchestration. |

| analytics-engineering-modern-stack | 3 | dbt-era analytics engineering, the modern data stack, metrics layers. |

| mlops-ml-systems | 4 | Productionizing ML, ML system design, applied-ML engineering, eval. |

| data-science-statistics | 4 | Statistical practice, data-science tooling, decision intelligence. |

| data-visualization | 4 | Visualization theory, dataviz craft, communicating with data. |

| data-governance-quality | 4 | Data quality, observability, governance, contracts, leadership. |

| experimentation-causal-inference | 2 | A/B testing, controlled experiments, causal inference. |

Command surface

• Orchestrate (smart panel): /SI-Data-Orchestrate "<prompt>" → picks 16-32 personas + approval gate
• Action verbs: /SI-Data-Decide · -Tradeoff · -Pre-Mortem · -Review · -Stress-Test · -Plan · -Design · -Analyse · -Vote · -Debug · -Defend · -Roast · -Post-Mortem · -Re-Analyse · -Full-Cycle
• Identity: /SI-Data-Ask <slug> "<q>" · -Huddle <cell> "<topic>" · -Meeting "<prompt>" · -Read <slug>
• Roster/maintenance: /SI-Data-Recruit · -Refresh · -VoiceCheck · -Verify

Cross-team

For multi-domain decisions, the top-level /SI-Orchestrate (+ /SI-<Verb>) routes ACROSS teams

via superintelligence/scripts/meta_select.py (local nomic-embed). This team auto-joins that panel.

Source of truth

registry.json (generated from persona frontmatter) + cells/*.md + roster.json.

Regenerate: python3 data-analytics/scripts/build_registry.py && python3 data-analytics/scripts/build_cells.py.