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Documentation Index

Fetch the complete documentation index at: https://docs.doe.so/llms.txt

Use this file to discover all available pages before exploring further.

Good prompts tell Doe the goal, sources, output, constraints, and validation expectations. This matters most for larger requests where agents may use files, integrations, research, spreadsheets, connected data, and code sandboxes.

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The Pattern

Goal: what should be true when the work is done.
Sources: which files, folders, sessions, integrations, or websites to use.
Output: answer, table, spreadsheet, edited file, chart, email draft, or action plan.
Constraints: timeframe, audience, tone, permissions, format, and exclusions.
Validation: how Doe should check the answer before finalizing.

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Vague vs Specific

VagueBetter
Look at our sales dataAnalyze Q4 deals from @HubSpot closing in the next 30 days. Return a table with deal name, value, stage, owner, days since last activity, and next step. Flag deals over $50k with no activity this week.
Help with customer emailsSearch @Gmail for customer replies in the last 48 hours mentioning "billing" or "invoice". Draft a response for each. Do not send; include the source thread and confidence.
Review this documentRead @msa.pdf. Extract termination, renewal, payment, liability, and data-processing clauses. Cite page numbers and flag anything that needs legal review.

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Ask For End-to-End Work

Doe is strongest when you ask for a finished outcome, not just a short answer.
GoalStrong prompt
Market mapBuild a market map of 100 AI startups in procurement. Include funding, headcount, product focus, buyer, recent signals, and source links. Return a spreadsheet and a short memo.
Pricing researchReview these 30 competitor pricing pages. Extract plans, limits, packaging, add-ons, and enterprise signals. Cite sources and create a comparison workbook.
Board prepUse the Q1 metrics folder and connected CRM to create a board-ready KPI summary with risks, wins, charts, and open questions.
Retention analysisAnalyze retention by signup source and segment. Validate totals, chart cohorts, and explain the 3 most likely drivers.
ProspectingCreate a list of 100 target CFOs in mid-market SaaS. Include company, title, source, personalization angle, and draft outreach. Do not send.
Team updateEvery Friday at 3pm PT, summarize shipped work, customer risks, and revenue updates from the connected sources. Draft a Slack update for review.

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Use @mentions

Type @ to reference the exact context Doe should use. 
@report.pdf What are the key findings?

@HubSpot Show deals over $100k with no activity in 2 weeks

@Q1 folder Search every file for churn-risk mentions and cite the source file.

@Google Sheets Import this sheet, clean duplicate rows, add formulas, and sync changes back.

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Ask Doe to Search First

If you do not know which file, thread, or app has the answer, say that. Doe can search before it reads deeply. 
Search all indexed files for references to "termination for convenience".
Show the top matches with filename, page or section, and exact clause text.

Find the most recent customer complaint about onboarding across @Gmail and @Slack.
Summarize the thread and link the source.

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Ask for a Durable Output

Doe can create or edit artifacts, not just answer.
OutputPrompt example
Edited documentFill @vendor-form.pdf using @company-profile.docx. Save a completed PDF and tell me what fields were left blank.
SpreadsheetCreate a spreadsheet from this CSV with summary, assumptions, formulas, charts, and clean formatting.
ChartCreate a chart of monthly revenue by segment. Include the chart and the cleaned CSV.
Email draftDraft three versions of the reply. Do not send until I approve.
Calendar draftDraft calendar holds for these interview slots. Ask me before creating events.
Research memoCite every claim with source URLs and include a confidence section.

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Use Validation Language

Tell Doe how careful it should be. 
Verify totals with formulas and an independent check before finalizing.

For every extracted clause, include filename, page, and whether the source was a direct quote or paraphrase.

If any required form field is missing, leave it blank and list what information you need from me.

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Make Work Repeatable

Add schedule language when you want a Loop. 
Every weekday at 8am PT, check @HubSpot and @Gmail for stalled enterprise deals.
Send me a risk summary with owner, last activity, and recommended next step.

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Redirect Anytime

You can send a message while agent work runs to narrow scope, change format, add context, or stop before an external action.

Task Playbooks

Turn prompts into repeatable work

Preview Pane

Watch agents work alongside chat

Search

Learn the difference between chat search, Library search, and content search

Sharing

Share responses, conversations, files, and folders

Loops

Turn prompts into recurring tasks