Everything Letterknife does

The homepage covers the three things nobody else can give you. This page is the rest — the full toolkit of a working email agent.

📥Triage that learns you

Four verdicts — important, learn from, not important, archive — applied by rules it learned from you, not filters you had to write.

Sender rules from corrections

Correct one call in plain words and it becomes a durable rule — exceptions included.

Per-sender memory

It remembers how you treat each sender and applies that knowledge only when that sender shows up.

Cold-email ledger

Prospecting mail gets flagged and remembered. One click purges a sender for good.

Bulk unsubscribe

Newsletters you never read get unsubscribed, not just archived.

Learn-from mode

Newsletters worth keeping are harvested into knowledge, then archived — read without reading.

Clean inbox lifecycle

Filed mail stays visible while its task is open, then archives itself when the work is done.

Tasks, asks, and follow-ups

Email is work in disguise. Letterknife makes the work explicit.

Threads become tasks

Every real conversation is tracked as a task with status, history, and a next step.

The ask box

Each task shows what is currently being asked of you — not just the last message.

Goals and chains

Related threads roll up into goals, so pursuing one objective through three people is one item, not three.

Reply reconciliation

It knows when someone replied, when they didn’t, and chases the silence for you.

Watch mode

Things others are driving get an eye icon and stay out of your plan until they need you.

First-raised tracking

See when something first came up versus when it last moved — nothing quietly rots.

🗓Today’s Plan

The inbox turned into an operated day.

A morning plan

Calls, replies, approvals and chases assembled into one prioritized list, every day.

Visible time budget

The plan shows how your hours split between calls and desk work before you commit to it.

Live calendar mirror

Meetings sync in near-realtime — moved, cancelled, and declined calls resolve themselves.

Activity rollup

A 24-hour digest of everything the agent did, so unattended never means unaccountable.

✍️Writing and sending

Drafts in your voice, sent only with your consent.

Drafts in your voice

Replies are written from your history and style — ready before you open the thread.

Consent gates

Nothing sends without an explicit OK. Typed conversation never counts as permission.

Attachment handling

It reads attachments for context and opens them natively with one click.

Full thread awareness

Drafts account for the whole conversation and the sender’s profile, not just the last message.

💬Beyond the inbox

One brain across the places work actually happens.

Unlimited Gmail accounts

Your login is your identity; connect every inbox you own under one plan — work, personal, side project.

Slack merge

Slack conversations flow into the same tasks and plan as email — one thread of truth per topic.

Contact profiles

Every sender gets a profile: open tasks, history, disposition — visible right in the reader.

Bulk people processing

Sweep an entire backlog of senders in one run once the agent knows your preferences.

🎓Learning mode

The onboarding is the training. No forms, no interview.

One email at a time

Resumable training slides: it judges, you correct, it converges — visibly, in one sitting.

Exceptions are first-class

“Usually skip — except my own community” is one correction, captured whole.

Accuracy you can see

A running score of accepted recommendations shows the learning actually happening.

Memory you can read

Everything it learned is plain text you can open, edit, or delete. No black box.

🤖Agent-native architecture

Most tools have an API about the product. Letterknife exposes the product itself to your AI.

Your AI drives everything

Every capability — reading, tasks, calendar, sending — is a tool your own Claude can operate.

Usage-aware orchestration

It budgets your Claude subscription like it budgets your time: visible spend, auto-pause, resume.

Local runtime

The agent, its memory, and its rules live on your machine. Close the lid and nothing of yours is anywhere else.

🚧 On the roadmap

Being honest about what's not here yet:

Mobile approver appMultiple email accountsOutlook supportEnd-to-end encrypted sync across devicesOpen-source core

See it on your own inbox

The feature list is one thing. Watching it learn your mail in twenty minutes is another.

© 2026 Letterknife. The local-first email agent.