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Data Packs are pre-configured datasets that hydrate Website Environments with realistic initial state. They provide consistent starting conditions for tasks and enable reproducible evaluations.
Data packs are currently only available for Website Environments.

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What are Data Packs?

A Data Pack is a collection of data that defines the initial state of an environment. When you load a data pack:
  1. The environment resets to a clean state
  2. The data pack’s contents populate the database
  3. The environment is ready for agent interaction

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Why Use Data Packs?

BenefitDescription
ReproducibilitySame starting conditions every time
ConsistencyMultiple agents evaluated on identical setups
RealismPre-built realistic data scenarios
EfficiencyNo manual data entry required

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Available Data Packs

Data packs are specific to each Website Environment and provide realistic, pre-configured datasets that simulate different user scenarios.

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Calendr

Data PackDescription
professional-sweBusy software engineer schedule with 10 users, multiple calendars, and 20+ events including daily standups, weekly 1-on-1s, sprint planning, retrospectives, code review sessions, team lunch events, and personal appointments
defaultStandard seed data

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Cloudfile

Data PackDescription
professional-drive-v2Corporate file structure with 3 users, 25+ items, nested folders up to 3 levels deep, mix of document types (docs, sheets, slides), and items shared between users
defaultStandard seed data

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Shopora

Shopora loads its default product catalog automatically. The default catalog includes:
  • 120+ products across Skincare, Makeup, Haircare, Fragrance, and Bath & Body
  • 18 popular beauty brands (e.g., Glossier, The Ordinary, Fenty Beauty)
  • 35 categories with 2-level hierarchy
  • 5 physical stores in major cities (SF, NYC, LA, Chicago, Seattle)
  • Pre-populated user with order history, wishlist, and loyalty points
  • Product reviews from various users
  • Active promo codes for testing discount flows

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Pandora’s Inbox

Data PackDescription
professional-inbox-v3A realistic professional inbox with work-related email threads, meeting invitations, calendar notifications, project updates, status reports, and external communications

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Loading Data Packs

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Via Web UI

  1. Select an environment
  2. Choose “Load Task” or reset session
  3. Select a data pack from the dropdown
  4. Confirm to initialize

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Via API (Website Environments)

Call the /reset endpoint with the data pack name:
ParameterTypeDescription
sessionIdstringUnique session identifier
dataPackstringName of the data pack to load
baseWeekstring(Calendr only) Base date for relative time calculations (YYYY-MM-DD format)
See API Reference for details.

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Session Isolation

Data packs work with session isolation:
  • Each sessionId gets its own instance
  • Multiple sessions can use different data packs
  • Sessions don’t share or contaminate data
  • Reset a session without affecting others

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Custom Data Packs

Need a custom data pack for your specific use case? Contact the Scale team to create tailored datasets for your testing scenarios.

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Next Steps

Task Design

Understand how tasks are created

Environment Guides

Explore specific environments