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Challenge

Smart Nation Citizen Life-Milestone Grant Routing Agent with Google ADK

Build an interactive multi-agency grant evaluation agent using Google ADK and Gemini 2.0 to navigate LifeSG family milestone services. Automatically determine eligibility across housing, childcare, and healthcare support schemes.

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Challenge brief

What you are building

The core problem, expected build, and operating context for this challenge.

Deploy Google ADK with Gemini multimodal capabilities to construct a LifeSG milestone grant evaluation and workflow routing agent.

Delivery guide

How work is evaluated

Evaluation

Evaluates grant eligibility calculations and recommended action cards for citizen queries.

Datasets

Challenge datasets

Public datasets, plus the private datasets you have access to.

Evaluation rubric

How submissions are scored

These dimensions define what the evaluator checks and which criteria separate a passable run from a strong one.

Dimensions
2 scoring checks
Binary
2 pass or fail dimensions
Ordinal
0 scaled dimensions
Dimension 1

correct_scheme_matched

Verifies that eligible newborn schemes are correctly identified

Binary check

This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.

Dimension 2

recall

Recall of applicable government support programs • target: 1 • range: 0-1

Binary check

This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.

Learning goals

What you should walk away with

  • Understand Google Agent Development Kit (ADK) core abstractions and agent loops

  • Leverage Gemini 2.0 models for structured intent classification over multi-agency policy documents

  • Implement multi-criteria evaluation algorithms matching family household profiles to Singapore grant criteria

  • Construct friendly, accessible citizen guidance outputs adhering to GovTech design standards

Resources and assets

Reference links and supporting material

Dataset notes

Synthetic dataset of household demographic profiles and public grant criteria.

Challenge setup

Evaluates grant eligibility calculations and recommended action cards for citizen queries.

Challenge input

JSON object with household_profile and citizen_query

Google ADK

Provides official Google framework tools for Gemini agent workflows.

Evaluated output

JSON object with eligible_schemes array and estimated_total_support_sgd

Evaluation checks
  • Verifies that eligible newborn schemes are correctly identified
  • Recall of applicable government support programs • target: 1 • range: 0-1
Configured evaluation evidence
  • Benchmark: Public Service QA Benchmark
  • Recall target: 1
  • 1 public reference case
Configured runtime
  • Python execution harness
  • Python sandbox (unavailable on Versalist)

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

Action Space
  • Google ADK · Required
  • Google · Optional
  • Google Gemini · Optional

Evaluation contract

  • correct_scheme_matched · Weight 1
  • recall · Weight 1

Metrics

  • recall · Target 1

Benchmarks

  • Public Service QA Benchmark
  • general

Reference cases

  • 1 public reference case

Workflow tasks

  1. Task 1

    Input: JSON object with household_profile and citizen_query

    Output: JSON object with eligible_schemes array and estimated_total_support_sgd

    Execution harness: Python

Evaluation tools

  • Google ADK · Agent Development Framework

Recipe freeze marker

No recipe freeze time is recorded.

Frequently Asked Questions about Smart Nation Citizen Life-Milestone Grant Routing Agent with Google ADK