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`.