Hard Data¶
The readout desk. Scelo runs every selected model and lays the results out on a canvas, with a board pack you can print and a bridge to the swarm.
The results canvas¶
When you arrive, Scelo runs the models and shows:
- Result nodes — one per model, coloured by family. Each shows a headline number (e.g. Survival @ horizon · 0.514), a sparkline or a small table, and a confidence-interval strip when the model carries uncertainty. Tables and long content scroll inside the node (with a soft fade at the clipped edge) so nothing is cut off.
- A Board Pack hub node that aggregates the run.
Click a result node's body to focus it in the side panel; click the ⤢ icon to open its detail dashboard.
The model detail dashboard¶
The ⤢ on a result node opens a full-screen detail view:
- Theory · assumptions · formulae — rendered with proper math (KaTeX).
- Run output and diagnostics — model-specific charts/tables (ATA factors and CDF for chain-ladder, p5/p95 ranges for bootstrap, etc.). Null/empty fields are hidden; objects and arrays are summarised, not dumped as raw JSON.
- A scoped chat about that specific model's result.
The board pack¶
The Board Pack hub node has a ⤢ that opens the printable report:
- An executive summary (the LLM narrative), rendered as markdown.
- Estimates (a forest plot or a metrics list), a trajectory overlay, and a per-model breakdown.
- A download pdf button (uses the system print dialog).
You can also open it from the toolbar: report · pdf.
Convening the swarm¶
On a result card you can send the forecast to the multi-agent swarm:
- Convene council — choose the number of agents (12 → 192) and whether to include the society pulse, then run.
- The council deliberates (this uses the swarm server and the local LLM, so it takes time — a few seconds per agent).
- When it finishes, a synthesis card shows trust / dissent and the dominant recommended intervention.
- Click Open in swarm to jump into the full swarm view for that run.
The swarm is a separate server
Council and simulation features need the swarm running on port 3010. If you see "Swarm server unreachable", start it first. A large 192-agent council on a local model can take many minutes — a smaller subset (12–48) completes much faster.
Toolbar¶
| Action | What it does |
|---|---|
| rerun & regenerate | Re-run all models and regenerate the narrative |
| re-layout | Snap nodes back to the default circle |
| edit models | Back to Tools |
| export · code | Export the whole run as a script |
| report · pdf | Open the printable board pack |