Build an Assisted Public Healthcare Scheme Navigator for Asha Workers
Screen rural household demographic and clinical milestone profiles against mock national health scheme entitlement rules. Synthesize localized plain-language eligibility explanations and required documentation checklists in regional languages.
What you are building
The core problem, expected build, and operating context for this challenge.
Screen rural household demographic and clinical milestone profiles against mock national health scheme entitlement rules. Synthesize localized plain-language eligibility explanations and required documentation checklists in regional languages.
Accredited Social Health Activist (ASHA) facilitator
Ingest family household survey records containing maternal status, child immunization milestones, and income tier.
Screen profiles against mock Ayushman and maternal assistance scheme qualification rubrics.
Identify unfulfilled prerequisite milestones such as missing institutional checkups or vaccination stages.
Generate a localized counseling checklist with explicit next steps for the household in regional dialects.
Tablet-friendly mobile web interface presenting household eligibility status, missed milestones, and action items.
Create synthetic de-identified maternal and infant health survey cards with mock scheme entitlement tables. Starter examples below are synthetic. They are not downloaded records.
Bhashini documentation Leverages Bhashini Indic translation pipeline standards to formulate multilingual counseling outputs for health workers.
semantic-kernel, pydantic, pytest. Semantic Kernel orchestrates procedural scheme validation skills and vernacular explanation plugins smoothly. Hosted or local model supporting Indian languages with consistent factual adherence to policy rules.
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.
Evaluates infant vaccination completion milestones accurately against synthetic scheme guidelines.
Flags specific missing prerequisites without producing false eligibility guarantees.
Translates counseling action items into selected regional language (e.g., Hindi, Bengali) with vernacular phrasing.
```json [ { "input": { "household_profile": { "mother_age": 24, "pregnancy_trimester": 3, "institutional_visits_completed": 3, "income_category": "bpl", "preferred_lang": "hi" }, "scheme_id": "matru_vandana_mock" }, "expected_output": { "eligibility": "CONDITIONALLY_ELIGIBLE", "qualified_installment": "First and Second Installments", "pending_milestones": [ "Minimum 4 prenatal checkups required before institutional delivery" ], "action_checklist_hi": [ "चौथी प्रसव पूर्व जांच (ANC) स्वास्थ्य केंद्र पर पूरी करें", "मातृ एवं शिशु सुरक्षा कार्ड (MCP Card) जमा करें" ] } }, { "input": { "household_profile": { "mother_age": 28, "pregnancy_trimester": 1, "institutional_visits_completed": 0, "income_category": "apl_above_threshold", "preferred_lang": "hi" }, "scheme_id": "matru_vandana_mock" }, "expected_output": { "eligibility": "INELIGIBLE", "qualified_installment": "None", "pending_milestones": [ "Income exceeds BPL threshold criteria for targeted grant assistance" ], "action_checklist_hi": [ "नियमित स्वास्थ्य जांच के लिए निकटतम प्राथमिक स्वास्थ्य केंद्र से संपर्क करें" ] } } ] ```
Uses simulated health guidance only; clearly marked as informational guidance for training without clinical diagnoses. Use mock external writes. Require human review before any real deployment.
Participation guide
Uses simulated health guidance only; clearly marked as informational guidance for training without clinical diagnoses. Use mock external writes and human review.
How work is evaluated
Evaluates infant vaccination completion milestones accurately against synthetic scheme guidelines. Flags specific missing prerequisites without producing false eligibility guarantees. Translates counseling action items into selected regional language (e.g., Hindi, Bengali) with vernacular phrasing.
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
Ingest family household survey records containing maternal status, child immunization milestones, and income tier. Screen profiles against mock Ayushman and maternal assistance scheme qualification rubrics. Identify unfulfilled prerequisite milestones such as missing institutional checkups or vaccination stages. Generate a localized counseling checklist with explicit next steps for the household in regional dialects.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Correctness and evidence
Evaluates infant vaccination completion milestones accurately against synthetic scheme guidelines. Flags specific missing prerequisites without producing false eligibility guarantees. Translates counseling action items into selected regional language (e.g., Hindi, Bengali) with vernacular phrasing.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Review interface
Tablet-friendly mobile web interface presenting household eligibility status, missed milestones, and action items.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Safe execution
Uses simulated health guidance only; clearly marked as informational guidance for training without clinical diagnoses.
This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.
What you should walk away with
Ingest family household survey records containing maternal status, child immunization milestones, and income tier.
Screen profiles against mock Ayushman and maternal assistance scheme qualification rubrics.
Identify unfulfilled prerequisite milestones such as missing institutional checkups or vaccination stages.
Generate a localized counseling checklist with explicit next steps for the household in regional dialects.
Reference links and supporting material
Create synthetic de-identified maternal and infant health survey cards with mock scheme entitlement tables. Supplied starter examples are synthetic, not source extracts.
Challenge setup
Configuration summary for this challenge.
Challenge input
Input details are not configured.
Semantic Kernel
Agent Systems · Agent Frameworks
Evaluated output
No output checks are configured.
- Ingest family household survey records containing maternal status, child immunization milestones, and incom...
- Evaluates infant vaccination completion milestones accurately against synthetic scheme guidelines. Flags sp...
- Tablet-friendly mobile web interface presenting household eligibility status, missed milestones, and action...
- 2 public reference cases
- 1 configured tool
Summary shows the first task, up to three tools, and up to three evidence items. Open the technical recipe to view all configured items.
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Configured tools
- Semantic Kernel · 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
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