SkillShop
SkillShop › Skills factory › Workflows › Inbox Triage
Free · No sign-inv1.0.0– views

Inbox Triage

Your inbox, pre-read: urgent flagged, replies drafted, you just hit send

Turns your AI into an inbox triage assistant — classifies email by urgency and intent, looks up order and customer context, drafts replies in your voice, and holds everything for one-click approval. Nothing sends itself.

Inbox Triage preview
Best for
Founders, support teams, inbox-drowning humans
Time needed
~30 min setup, then daily
Level
Beginner-friendly

Install it in 3 steps

No sign-up. No CLI tools. Pick your AI, copy one line, paste it over.

Download ZIP directly

Prefer doing it yourself? Download the ZIP, unzip it into the directory shown above, restart your AI session — same result.

Real-world proof

Real people did this exact job with AI agents.

What’s inside

One SKILL.md (the playbook) + one starter template. A preview:

Inbox Triage

When to use

  • You wake up to 50+ unread emails and need the urgent ones surfaced before your coffee cools
  • You run customer support and every reply needs order details looked up before it's written
  • You're a founder whose inbox is three accounts stitched together and nothing gets answered twice
  • You want drafted replies in your tone, but you refuse to let AI send anything without your approval
  • Invoice emails, refund requests, and angry customers all land in the same pile and need different handling

Workflow

Set up the feed first: Gmail/Outlook triggers, or a scheduled fetch every 15–30 minutes. One inbox or three — the triage logic doesn't care, but tell it which addresses are yours so it never drafts a reply to itself. Decide the batch rhythm: real-time for support, twice-daily digest for personal.

  1. Connect the inbox (input: your email access → output: live mail feed)

Every email gets two labels. Urgency: now (customer blocked, money moving, boss asking), today (needs a reply, nothing burning), later (FYI, newsletters, can wait). Intent: question, complaint, request, invoice/billing, spam/noise. Write your classification rules down once — "anything with 'urgent' from a paying customer = now", "receipts auto-file, never surface" — the skill follows them literally.

  1. Classify before reading (input: raw emails → output: urgency × intent labels)

For anything labeled "now" or "today", look up what the sender is talking about before drafting: order status, previous thread, account tier, attached invoices. A reply drafted without context is worse than no reply — it invents. If the lookup comes back empty, the draft says so instead of guessing.

  1. Gather context (input: labeled email → output: enriched brief)

Draft against your tone guide: short or thorough, formal or blunt, sign-off style. Match the customer's language. Every draft includes the facts it used (order #123, policy §4) so you can verify in one glance. Hard or angry cases get flagged for escalation, not drafted — some emails need a human from the first word.

  1. Draft in your voice (input: enriched brief → output: reply draft)

Nothing sends itself. You get a queue: each item shows the original email, the labels, the draft, and one-click approve / edit / skip. This is the load-bearing wall of the whole skill — the 36 real-world cases this was distilled from all converge here: approve outbound, always.

  1. Hold for approval (input: drafts → output: approval queue)

After a week, review what you kept editing. "You always soften the refund refusals" becomes a tone rule. "You always escalate anything mentioning lawyers" becomes a classification rule. Th

  1. Learn the patterns (input: your approvals → output: tighter rules)

Download the full skill pack (ZIP)

You may also like