The fastest way to evaluate the plugin: one widget that runs the whole verified loop — query mission data with DuckDB, summarize it with on-device AI, and author a CoT-ready marker — with the network off.
The Mission Demo widget exercises the plugin's verified core trio end to end, exactly as it runs in the field:
Evaluators shouldn't have to take a datasheet's word for it. The Mission Demo is a self-contained proof: put the device in airplane mode, run the loop, and watch a spatial query become an AI summary become a shareable tactical marker — on hardware you control, with data that never leaves it.
| Component | What You See | What It Proves |
|---|---|---|
| DuckDB Spatial | SQL results over local mission data | A real analytical database is embedded and connected |
| On-Device LLM | Natural-language summary of the result set | AI inference runs locally with a staged model |
| CoT Authoring | Marker authored from the AI output | Analysis flows into the ATAK operational picture |
The demo follows the same fail-closed rules as the rest of the plugin: if the AI model isn't staged, the summary step reports that clearly instead of fabricating text; if the CoT dispatcher isn't available, marker dispatch fails closed. What completes is real.
The same loop scales to real workflows across the plugin — SAR planning queries, ATC-45 assessment rollups, radar track analytics, document summaries. The Mission Demo is the two-minute version of what your operators will do all day.