Research and Code Sandboxes

Doe can move beyond chat responses when a request requires investigation or computation. Agents can research the web, review websites, extract structured information, analyze connected data, run calculations in a sandbox, create charts, and save generated files.

Web Research

Doe can search and read current web sources when the request needs up-to-date external information. Use research for:

Market maps
Competitor pricing
Vendor comparisons
Policy or regulatory summaries
Documentation audits
News and cited memos
Investment and customer research

Research the current pricing and packaging for these competitors.
Use primary sources where possible, cite every source, and end with a comparison table.

Website Review

When simple search is not enough, Doe can inspect websites more deeply.

Capability	Use it for
Page review	Read dynamic pages, screenshots, images, links, and page content
Site discovery	Find relevant pages before deciding what to read
Site crawl	Review many related pages, such as docs, pricing pages, or help centers
Structured extraction	Turn repeated page information into a consistent table or structured output
Multi-page review	Read many known URLs in parallel

Examples:

Review this docs site and find pages about enterprise security.
Summarize gaps with URLs.

Extract product names, prices, limits, and plan descriptions from these pricing pages as a table.

Deep Research With Subagents

For broad research, Doe can split work into independent questions and use focused subagents in parallel.

Do a deep research brief on usage-based pricing in B2B SaaS.
Cover market examples, customer objections, pricing metrics, rollout risks, and counterarguments.
Fetch authoritative sources and cite claims.

Deep research works best when you ask for:

Sections or sub-questions
Source quality expectations
Recency requirements
A confidence or gaps section
A table or report format

Code Sandboxes

Doe can use code sandboxes for analysis and artifact generation. This is useful when a request needs repeatable calculations, data cleaning, charts, or file creation. Use code sandboxes for:

CSV and Excel analysis
Data cleaning
Statistical checks
Forecasting
Charts and images
Generated CSV, XLSX, or report files
Cross-checking spreadsheet totals

Profile @customers.csv, identify missing data, chart retention by cohort, and save a cleaned CSV.

Check this spreadsheet's formulas and create a chart of monthly variance.

Generated artifacts can be saved back to the conversation or Library so you can open, download, share, and reuse them.

Image Generation

Doe can generate and edit images as part of a task: logos, illustrations, diagrams, and mockups from a text description, optionally guided by a reference image. Edits are iterative, so you can refine a generated image in follow-ups.

Generate a clean line-art illustration of a delivery workflow for the deck,
then make the palette match @brand-guide.pdf.

Generated images appear inline in the conversation and can be saved to the Library. Image generation is a premium capability billed per image.

Database Analysis

When database integrations are connected, Doe can inspect available data and run analysis without changing the database. Supported work includes:

Finding available tables and fields
Answering reporting questions from connected data
Summarizing large results
Combining database results with charts or spreadsheet outputs
Creating clean exports for review

Use the revenue database to find last month's top 20 accounts by revenue.
Validate the totals and create a spreadsheet summary.

Large Results and Prior Work

When results are large, Doe can inspect the most relevant parts instead of losing detail. Agents can also reference prior sessions when you mention earlier work or ask for something from a previous conversation.

Best Practices

Be explicit about sources, output format, and validation for research, database, or analysis-heavy requests.
Ask for citations and confidence levels when using web sources.
Ask for validation when results depend on calculations.
Tell Doe what output should be saved as a file.
For external actions, say whether Doe should draft only or proceed.

Research Playbook

See market map, pricing, and competitive intelligence tasks

Agents

Learn how agents coordinate multi-step work

Spreadsheets

Turn analysis into live spreadsheet outputs

Getting Started

Task Playbooks

Using Doe

Administration

Research and Code Sandboxes

Web Research

Website Review

Deep Research With Subagents

Code Sandboxes

Image Generation

Database Analysis

Large Results and Prior Work

Best Practices

Research Playbook

Agents

Spreadsheets

​Web Research

​Website Review

​Deep Research With Subagents

​Code Sandboxes

​Image Generation

​Database Analysis

​Large Results and Prior Work

​Best Practices

Research Playbook

Agents

Spreadsheets

Web Research

Website Review

Deep Research With Subagents

Code Sandboxes

Image Generation

Database Analysis

Large Results and Prior Work

Best Practices