Intelligence Tools Programme¶
Stages 29–32 convert the structured reference database into practical browser-side decision support.
Live tools¶
Mission Requirement Lookup¶
Searches missions by ID, name, alias, POI and mission type. It renders guaranteed, probabilistic, conditional and alternative resources without merging their meanings.
Resource and Qualification Comparison¶
Compares two deployable resources or qualification records using only populated canonical fields. Unknown costs, staffing or course details remain visibly unverified.
Concurrent Fleet Planner¶
Multiplies published guaranteed requirements for several simultaneous incidents and preserves alternative groups independently.
Natural-Language Query Catalogue¶
Matches ordinary questions and keywords against the generated cross-collection search index. It is deterministic evidence retrieval, not generative inference.
Engineering principles¶
- Structured data is the single source of truth.
- Calculations are reproducible in the browser.
- Assumptions and scope limits are displayed beside results.
- Unknown values never silently become zero.
- Recommendations remain distinct from verified game mechanics.
- Tools fail visibly when versioned exports cannot be loaded.
- No tool mutates a MissionChief account or repository record.
Data flow¶
Canonical JSON records
↓
Schema and relationship validation
↓
Versioned v1 exports
↓
Browser-side lookup and calculations
Future enhancement¶
The delivered tools establish a stable read-only layer. Saved scenarios, account inventory import, routing, geographic optimisation and authenticated account integration remain optional future features and would require separate privacy and evidence controls.