Build a Disaster Declaration Administrative Frequency Indexer

Aggregate OpenFEMA severe storm administrative disaster declarations across rural municipalities. Rank local road and culvert infrastructure administrative declaration exposure for prioritized capital resilience dossiers and adaptation grant applications.

Infrastructure Resilience Officer

Fetch OpenFEMA DisasterDeclarationsSummaries filtered by incidentType 'Severe Storm(s)'.

Cross-reference administrative disaster declarations with municipal GIS inventories of culverts and bridges.

Calculate historical administrative declaration frequency over 10-year rolling windows.

Generate prioritized capital resilience dossiers for community grant submissions based on declaration exposure.

Static HTML report generator producing municipality vulnerability scorecards with embedded CSV tables.

Query OpenFEMA API endpoint /v2/DisasterDeclarationsSummaries utilizing $filter on state and incidentType, or download bundled JSON datasets. Starter examples below are synthetic. They are not downloaded records.

FEMA OpenFEMA Leverages OpenFEMA query filters including $select, $filter, and $orderby to extract historical administrative storm events by county.

semantic-kernel, requests, pydantic. Semantic Kernel orchestrates data integration plugins with deterministic validation rules to generate structured grant narratives. Local Ollama model or hosted Claude model to draft structured infrastructure grant justifications.

Submit runnable source, pinned dependencies, setup commands, a working interface, example outputs, and a recorded end-to-end demo. Include tests and an action log.

Correctly filters declarations matching incidentType 'Severe Storm(s)'.

Computes rolling 10-year administrative storm declaration count for designated county.

Outputs prioritized asset mitigation scores aligned with administrative disaster frequency.

```json [ { "input": { "_record_type": "simplified synthetic app record", "municipality": "Riverdale", "county_fips": "37183", "records": [ { "disasterNumber": 1901, "incidentType": "Severe Storm(s)", "year": 2012 }, { "disasterNumber": 2050, "incidentType": "Severe Storm(s)", "year": 2018 }, { "disasterNumber": 2210, "incidentType": "Severe Storm(s)", "year": 2021 } ], "culvert_count": 45 }, "expected_output": { "municipality": "Riverdale", "storm_declaration_count": 3, "adaptation_priority": "PRIORITY_LEVEL_1", "recommendation": "Submit culvert enlargement grant application" } }, { "input": { "_record_type": "simplified synthetic app record", "municipality": "Pinehill", "county_fips": "37001", "records": [], "culvert_count": 12 }, "expected_output": { "municipality": "Pinehill", "storm_declaration_count": 0, "adaptation_priority": "PRIORITY_LEVEL_3", "recommendation": "Maintain standard monitoring" } } ] ```

Grant priorities are non-binding planning recommendations and do not guarantee federal funding allocation. Use mock external writes. Require human review before any real deployment.