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Challenge

Claude Agents SDK ONDC Service Routing Agent with Taskade

Open Network for Digital Commerce (ONDC) logistics nodes require intelligent order routing and dispute resolution across multiple delivery providers. Build an autonomous multi-node dispatch orchestrator using Claude Agents SDK and Taskade project tracking integration.

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Challenge brief

What you are building

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

Develop an ONDC buyer and seller protocol routing system using Claude Agents SDK and Taskade workflow engine.

Delivery guide

How work is evaluated

Evaluation

Evaluates ONDC routing efficiency, SLA compliance, and Taskade sync.

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

valid_provider_assignment

Checks if assigned provider matches optimal constraint.

Binary check

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

Dimension 2

cost_efficiency

Relative cost minimization ratio • target: 0.92 • 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

  • Implement Claude Agents SDK extended thinking capabilities for complex logistics routing

  • Synchronize routing decisions into Taskade workflow boards automatically

  • Handle ONDC protocol schema specifications (Beckn Protocol)

Resources and assets

Reference links and supporting material

Dataset notes

Logistics performance data across key Indian pincodes and courier partners.

Challenge setup

Evaluates ONDC routing efficiency, SLA compliance, and Taskade sync.

Challenge input

JSON shipment request

Claude Agents SDK

Mandatory requirement

Taskade

Assigned tool

Evaluated output

JSON dispatch plan

Evaluation checks
  • Checks if assigned provider matches optimal constraint.
  • Relative cost minimization ratio • target: 0.92 • range: 0-1
Configured evaluation evidence
  • Benchmark: ONDC-Logistics-Bench
  • Cost Efficiency target: 0.92
  • 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
  • Taskade · Required
  • Retell AI · Optional
Observation
  • Portkey · Optional
Policy Serving
  • Portkey · Optional

Evaluation contract

  • valid_provider_assignment · Weight 1
  • cost_efficiency · Weight 1

Metrics

  • cost_efficiency · Target 0.92

Benchmarks

  • ONDC-Logistics-Bench
  • general

Reference cases

  • 1 public reference case

Workflow tasks

  1. Task 1

    Input: JSON shipment request

    Output: JSON dispatch plan

    Execution harness: Python

Evaluation tools

  • Claude Agents SDK · Agent Framework
  • Taskade · AI Engineering Tooling

Recipe freeze marker

No recipe freeze time is recorded.

Frequently Asked Questions about Claude Agents SDK ONDC Service Routing Agent with Taskade