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Challenge

Build a Chemical Manifest IP Obfuscation and Sharing Hub

Process OpenAttestation wrapped chemical transport manifests. Obfuscate proprietary chemical mixture ratios before sharing transit documents with external heavy hauler fleets.

Business OperationsHosted by Vera
Challenge brief

What you are building

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

Process OpenAttestation wrapped chemical transport manifests. Obfuscate proprietary chemical mixture ratios before sharing transit documents with external heavy hauler fleets.

Chemical Logistics Compliance Officer

Parse wrapped OpenAttestation chemical manifests containing proprietary mixture formulas and safety hazard classes.

Identify fields tagged as proprietary chemical compound ratios for intellectual property protection.

Execute the obfuscateDocument utility from @govtechsg/open-attestation to strip proprietary ratios while retaining hazard classes.

Export the redacted verification bundle to external transport subcontractors.

Obfuscation pipeline dashboard showing processed manifests, retained hazard classes, and redacted payload schema validation.

Synthetic OpenAttestation v2 JSON documents representing Singapore chemical transport manifests. Explicitly note these are simplified synthetic app records, not complete official schema files. Starter examples below are synthetic. They are not downloaded records.

OpenAttestation Uses the obfuscateDocument and validateSchema functions from @govtechsg/open-attestation to securely strip intellectual property fields.

mastra-ai, typescript, zod, @govtechsg/open-attestation. Mastra AI orchestrates the multi-step document parsing, field classification, and cryptographic redaction pipeline. General LLM via API for classifying proprietary text blocks and drafting redacted document transmittal notices.

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 parse OpenAttestation v2 JSON payloads representing chemical transport manifests.

Apply obfuscateDocument on specified proprietary fields without invalidating cryptographic target hashes.

Retain critical hazard class visibility while successfully validating the redacted payload schema.

Output a verified subset bundle of the original transport manifest ready for sharing.

```json [ { "input": { "document_id": "DOC-CHEM-1101", "document_type": "CHEMICAL_TRANSPORT_MANIFEST", "hazard_class": "CORROSIVE", "mixture_data": { "sulfuric_acid_percent": 45, "proprietary_catalyst_percent": 5 }, "fields_to_obfuscate": [ "mixture_data" ] }, "expected_output": { "valid_schema": true, "obfuscation_applied": true, "redacted_fields": [ "mixture_data" ], "retained_hazard_class": "CORROSIVE", "clean_bundle_exported": true } }, { "input": { "document_id": "DOC-CHEM-1102", "document_type": "STANDARD_TRANSPORT_MANIFEST", "hazard_class": "NONE", "mixture_data": { "water_percent": 99, "salt_percent": 1 }, "fields_to_obfuscate": [] }, "expected_output": { "valid_schema": true, "obfuscation_applied": false, "redacted_fields": [], "retained_hazard_class": "NONE", "clean_bundle_exported": true } } ] ```

Ensures proprietary mixture ratios are permanently stripped locally prior to third-party distribution without impacting valid document structures. Use mock external writes. Require human review before any real deployment.

Rules

Participation guide

Ensures proprietary mixture ratios are permanently stripped locally prior to third-party distribution without impacting valid document structures. Use mock external writes and human review.

Delivery guide

How work is evaluated

Evaluation

Correctly parse OpenAttestation v2 JSON payloads representing chemical transport manifests. Apply obfuscateDocument on specified proprietary fields without invalidating cryptographic target hashes. Retain critical hazard class visibility while successfully validating the redacted payload schema. Output a verified subset bundle of the original transport manifest ready for sharing.

Submission format

Runnable source, pinned dependencies, setup commands, working interface, example outputs, recorded demo, tests, and action logs.

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
4 scoring checks
Binary
1 pass or fail dimensions
Ordinal
3 scaled dimensions
Dimension 1

Complete workflow

Parse wrapped OpenAttestation chemical manifests containing proprietary mixture formulas and safety hazard classes. Identify fields tagged as proprietary chemical compound ratios for intellectual property protection. Execute the obfuscateDocument utility from @govtechsg/open-attestation to strip proprietary ratios while retaining hazard classes. Export the redacted verification bundle to external transport subcontractors.

Score scale
012
Score 0

Missing or incorrect.

Score 1

Partly complete, with documented gaps.

Score 2

Complete, with reproducible evidence.

Dimension 2

Correctness and evidence

Correctly parse OpenAttestation v2 JSON payloads representing chemical transport manifests. Apply obfuscateDocument on specified proprietary fields without invalidating cryptographic target hashes. Retain critical hazard class visibility while successfully validating the redacted payload schema. Output a verified subset bundle of the original transport manifest ready for sharing.

Score scale
012
Score 0

Missing or incorrect.

Score 1

Partly complete, with documented gaps.

Score 2

Complete, with reproducible evidence.

Dimension 3

Review interface

Obfuscation pipeline dashboard showing processed manifests, retained hazard classes, and redacted payload schema validation.

Score scale
012
Score 0

Missing or incorrect.

Score 1

Partly complete, with documented gaps.

Score 2

Complete, with reproducible evidence.

Dimension 4

Safe execution

Ensures proprietary mixture ratios are permanently stripped locally prior to third-party distribution without impacting valid document structures.

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

  • Parse wrapped OpenAttestation chemical manifests containing proprietary mixture formulas and safety hazard classes.

  • Identify fields tagged as proprietary chemical compound ratios for intellectual property protection.

  • Execute the obfuscateDocument utility from @govtechsg/open-attestation to strip proprietary ratios while retaining hazard classes.

  • Export the redacted verification bundle to external transport subcontractors.

Resources and assets

Reference links and supporting material

Dataset notes

Synthetic OpenAttestation v2 JSON documents representing Singapore chemical transport manifests. Explicitly note these are simplified synthetic app records, not complete official schema files. Supplied starter examples are synthetic, not source extracts.

Challenge setup

Configuration summary for this challenge.

Challenge input

Input details are not configured.

Mastra AI

TypeScript agent framework.

Evaluated output

No output checks are configured.

Evaluation checks
  • Parse wrapped OpenAttestation chemical manifests containing proprietary mixture formulas and safety hazard...
  • Correctly parse OpenAttestation v2 JSON payloads representing chemical transport manifests. Apply obfuscate...
  • Obfuscation pipeline dashboard showing processed manifests, retained hazard classes, and redacted payload s...
Configured evaluation evidence
  • 2 public reference cases
Configured runtime
  • 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

Action Space
  • Mastra AI · Optional
Orchestration
  • Mastra 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.

Frequently Asked Questions about Build a Chemical Manifest IP Obfuscation and Sharing Hub