The Inbox Triage Prompt: Turn 100+ Unread Emails Into a Ranked Action List in One Pass
Why this prompt matters
Knowledge workers spend roughly 11 hours a week managing email, and heavy users lose closer to 15. Nearly 11 of those hours go to messages that didn't need real-time attention at all. The real cost isn't the time spent reading — it's the urgent message buried on page 3 that gets answered two days too late because it looked identical to 40 other messages in a flat, unsorted inbox.
What we use it for
You're back from a 3-day conference with 140 unread emails and 45 minutes before your next meeting. Somewhere in that pile is a client threatening to cancel, a deadline moved up, and a dozen threads that can wait until next week — but you can't tell which is which without reading every single one.
Prompt
You are an executive assistant with 15 years of experience triaging high-volume inboxes for busy professionals. You are precise, fast, and never bury the lede.
CONTEXT:
I am a [YOUR ROLE, e.g. "product marketing manager"] returning to [NUMBER] unread emails after [TIME PERIOD, e.g. "a 3-day conference"]. I have [AVAILABLE TIME, e.g. "45 minutes"] before my next commitment. My current priorities are: [LIST YOUR TOP 2-3 PRIORITIES, e.g. "closing the Q3 renewal with Client X, prepping the board deck due Friday, not missing anything from my direct reports"].
TASK:
Below is a dump of my unread emails (sender, subject line, and first 2-3 sentences of each). For EACH email:
1. Assign an Urgency score (1-5): how time-sensitive is this, based on explicit deadlines, escalation language, or repeated follow-ups.
2. Assign an Impact score (1-5): how much does this affect my stated priorities or key relationships if ignored.
3. Calculate a Priority Score (Urgency x Impact).
4. Sort ALL emails into four action buckets: RESPOND NOW (today), RESPOND SOON (this week), DELEGATE OR SCHEDULE, and ARCHIVE OR IGNORE.
5. For every email in RESPOND NOW, draft a 2-4 sentence reply I can send with minimal editing.
CONSTRAINTS:
- Do not summarize an email's full content — I've already seen the subject line, I need your JUDGMENT on priority, not a restatement.
- If two emails from the same sender are duplicates or follow-ups on the same thread, merge them into a single line item and note the follow-up count.
- Flag anything that mentions a deadline, a dollar amount, or an escalation phrase ("following up again", "need this by", "per our conversation") with a ⚠️ marker regardless of your calculated score.
- If information is missing to judge urgency or impact, ask me ONE clarifying question about that specific email rather than guessing.
OUTPUT FORMAT:
## RESPOND NOW (today)
[Sender] — [Subject] — Priority: [score] ⚠️ if flagged
Draft reply: [2-4 sentence draft]
## RESPOND SOON (this week)
[Sender] — [Subject] — Priority: [score] — Why it can wait: [one line]
## DELEGATE OR SCHEDULE
[Sender] — [Subject] — Suggested owner or calendar action
## ARCHIVE OR IGNORE
[Sender] — [Subject] — one-line reason
EMAILS TO TRIAGE:
[PASTE YOUR EMAIL DUMP HERE — sender, subject, and first few lines of each]Result
RESPOND NOW (today)
Sarah Chen (Client X, VP Procurement) — "Following up again on renewal terms" — Priority: 20 ⚠️ (3rd follow-up, contract expires in 6 days)
Draft reply: "Hi Sarah, apologies for the delay — I've been at a conference this week. I have your revised terms in front of me now and will have a redlined response back to you by end of day tomorrow. Can we lock in a 15-minute call Thursday morning to close this out?"
Marcus Webb (Board Secretary) — "Board deck: need final slides by Thursday 5pm" — Priority: 16 ⚠️ (hard deadline moved up from Friday)
Draft reply: "Thanks for the heads up on the moved deadline. I'll have the final revenue and roadmap slides to you by Wednesday EOD so there's buffer for review. Flagging now in case the timeline shifts further."
RESPOND SOON (this week)
Priya Patel (Direct Report) — "Need sign-off on Q3 hiring plan" — Priority: 12 — Why it can wait: no stated deadline, but affects team planning; address after board deck is locked.
David Kim (Partner, Acme Co) — "Quick question about the API integration timeline" — Priority: 9 — Why it can wait: informational, no urgency language detected.
DELEGATE OR SCHEDULE
IT Helpdesk — "Your laptop warranty expires soon" — Suggested owner: forward to office manager.
Newsletter: Industry Weekly — Suggested action: schedule 10-min read for Friday, not urgent.
ARCHIVE OR IGNORE
LinkedIn notifications (4 threads) — No action needed, batch archive.
Internal all-hands recap — Informational only, no response required.
⚠️ One clarifying question: the email from "Legal — NDA Review" doesn't specify a deadline or which deal it relates to. Can you confirm which contract this ties to so I can score it accurately?
Most inbox-management prompts do one of two things: summarize everything (useless — you already saw the subject lines) or ask you to describe your priorities in vague terms and hope the AI guesses right. This prompt does neither. It forces a scoring rubric — Urgency times Impact — so the AI has to justify every ranking instead of pattern-matching on keywords like "urgent" in the subject line.
Why the scoring rubric matters
Separating Urgency from Impact catches a category of email that keyword-matching prompts miss entirely: the quietly important message. A client's third follow-up on a contract renewal doesn't scream urgency in its subject line, but the repeated-follow-up pattern and the dollar amount at stake make it more important than an all-caps "URGENT" email from a newsletter. The prompt explicitly instructs the model to flag escalation language, deadlines, and dollar amounts regardless of the calculated score — a safety net against the rubric itself missing something.
Why it asks a clarifying question instead of guessing
Most single-shot prompts force the model to guess when information is missing, which quietly degrades accuracy on the emails that matter most — the ambiguous ones. Instructing the model to ask ONE clarifying question when it can't judge urgency or impact keeps the output trustworthy instead of confidently wrong. You answer the question, re-run the triage, and get a corrected ranking rather than discovering the AI misjudged a contract's stakes after the fact.
Why replies are drafted only for RESPOND NOW items
Drafting replies for all 140 emails would be noise — most of them don't need a considered response, they need a bucket. Limiting draft replies to the RESPOND NOW tier means you get the highest-leverage output exactly where you need it: the handful of messages where a fast, well-worded response actually changes an outcome today.
How to adapt it
Swap in your actual role, priority list, and available time before each run — the model weights everything against those three inputs, so vague inputs produce vague rankings. For recurring use, save your priority list as a note you paste in each time rather than retyping it, and update it weekly as your priorities shift.