Build a Climate Grant Administrative Evidence Assembler
Cross-reference municipal stormwater asset profiles against historical OpenFEMA disaster declarations to assemble structured grant application administrative histories. Synthesize organized administrative justification packages linking assets to past federal declaration cycles.
What you are building
The core problem, expected build, and operating context for this challenge.
Cross-reference municipal stormwater asset profiles against historical OpenFEMA disaster declarations to assemble structured grant application administrative histories. Synthesize organized administrative justification packages linking assets to past federal declaration cycles.
Municipal resilience planners preparing climate adaptation grant submissions for stormwater infrastructure hardening.
Query historical OpenFEMA DisasterDeclarationsSummaries for target county administrative disaster counts.
Ingest municipal drainage asset inventories and map geographical coordinates to declared incident jurisdictions.
Synthesize structured administrative justification packages linking assets to past federal declaration cycles.
Generate verifiable grant evidence dossiers containing asset jurisdiction mapping and administrative references.
Browser-based project configuration workbench with asset geo-table preview, FEMA disaster query builder, and grant dossier export panel.
Fetch OpenFEMA v2 DisasterDeclarationsSummaries endpoint using $filter on state and incidentType, or load bundled synthetic county disaster records. Starter examples below are synthetic. They are not downloaded records.
FEMA OpenFEMA Utilizes OpenFEMA API endpoint v2/DisasterDeclarationsSummaries with OData $filter syntax (state eq and incidentType eq) to retrieve disaster declarations.
pydantic-ai, httpx, jinja2. Pydantic AI enforces type-safe parsing and strict schema validation across heterogeneous municipal asset tables and OpenFEMA JSON responses. Local small LLM or hosted general LLM API for synthesizing narrative adaptation administrative summaries.
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.
Constructs valid OpenFEMA API query URLs using ISO-8601 timestamps and OData filter parameters.
Correctly maps asset locations to declared county disaster administrative incidents.
Outputs structured JSON administrative evidence packages containing asset IDs and administrative declaration counts.
Flags unverified asset jurisdictions or missing disaster declaration history for manual review.
```json [ { "input": { "county_fips": "12086", "state_code": "FL", "assets": [ { "asset_id": "PUMP-STA-04", "name": "Bayfront Lift Station" } ], "declared_events": [ { "disasterNumber": 4337, "incidentType": "Hurricane" }, { "disasterNumber": 4673, "incidentType": "Hurricane" } ] }, "expected_output": { "application_id": "GRANT-FL-12086-PUMP-STA-04", "administrative_declaration_count": 2, "primary_designation": "Hurricane", "evidence_package": { "record_type": "simplified synthetic app record", "asset_id": "PUMP-STA-04", "declared_disaster_references": [ 4337, 4673 ], "ready_for_submission": true } } }, { "input": { "county_fips": "48001", "state_code": "TX", "assets": [ { "asset_id": "CULV-R-12", "name": "Pine Creek Culvert" } ], "declared_events": [] }, "expected_output": { "application_id": "GRANT-TX-48001-CULV-R-12", "administrative_declaration_count": 0, "primary_designation": "UNKNOWN", "evidence_package": { "record_type": "simplified synthetic app record", "asset_id": "CULV-R-12", "declared_disaster_references": [], "ready_for_submission": false } } } ] ```
Simulates grant application administrative packages for review only. Does not disburse public funds or create binding municipal commitments. Use mock external writes. Require human review before any real deployment.
Participation guide
Simulates grant application administrative packages for review only. Does not disburse public funds or create binding municipal commitments. Use mock external writes and human review.
How work is evaluated
Constructs valid OpenFEMA API query URLs using ISO-8601 timestamps and OData filter parameters. Correctly maps asset locations to declared county disaster administrative incidents. Outputs structured JSON administrative evidence packages containing asset IDs and administrative declaration counts. Flags unverified asset jurisdictions or missing disaster declaration history for manual review.
Runnable source, pinned dependencies, setup commands, working interface, example outputs, recorded demo, tests, and action logs.
Challenge datasets
Public datasets, plus the private datasets you have access to.
How submissions are scored
These dimensions define what the evaluator checks and which criteria separate a passable run from a strong one.
Complete workflow
Query historical OpenFEMA DisasterDeclarationsSummaries for target county administrative disaster counts. Ingest municipal drainage asset inventories and map geographical coordinates to declared incident jurisdictions. Synthesize structured administrative justification packages linking assets to past federal declaration cycles. Generate verifiable grant evidence dossiers containing asset jurisdiction mapping and administrative references.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Correctness and evidence
Constructs valid OpenFEMA API query URLs using ISO-8601 timestamps and OData filter parameters. Correctly maps asset locations to declared county disaster administrative incidents. Outputs structured JSON administrative evidence packages containing asset IDs and administrative declaration counts. Flags unverified asset jurisdictions or missing disaster declaration history for manual review.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Review interface
Browser-based project configuration workbench with asset geo-table preview, FEMA disaster query builder, and grant dossier export panel.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Safe execution
Simulates grant application administrative packages for review only. Does not disburse public funds or create binding municipal commitments.
This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.
What you should walk away with
Query historical OpenFEMA DisasterDeclarationsSummaries for target county administrative disaster counts.
Ingest municipal drainage asset inventories and map geographical coordinates to declared incident jurisdictions.
Synthesize structured administrative justification packages linking assets to past federal declaration cycles.
Generate verifiable grant evidence dossiers containing asset jurisdiction mapping and administrative references.
Reference links and supporting material
Fetch OpenFEMA v2 DisasterDeclarationsSummaries endpoint using $filter on state and incidentType, or load bundled synthetic county disaster records. Supplied starter examples are synthetic, not source extracts.
Challenge setup
Configuration summary for this challenge.
Challenge input
Input details are not configured.
Pydantic AI
Typed Python agent framework.
Evaluated output
No output checks are configured.
- Query historical OpenFEMA DisasterDeclarationsSummaries for target county administrative disaster counts. I...
- Constructs valid OpenFEMA API query URLs using ISO-8601 timestamps and OData filter parameters. Correctly m...
- Browser-based project configuration workbench with asset geo-table preview, FEMA disaster query builder, an...
- 2 public reference cases
- 2 configured tools
Summary shows the first task, up to three tools, and up to three evidence items. Open the technical recipe to view all configured items.
View technical recipe
Configured tools
- Pydantic AI · Optional
- Pydantic AI · Optional
Evaluation contract
- Complete workflow · Weight 40
- Correctness and evidence · Weight 30
- Review interface · Weight 20
- Safe execution · Weight 10
Reference cases
- 2 public reference cases
Workflow tasks
No workflow tasks are configured.
Recipe freeze marker
No recipe freeze time is recorded.