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Triage

Organization
readwiseio
triage

Triage Reader inbox one doc at a time with personalized pitches

Overview

Publisherreadwiseio
Repositoryreadwise-skills
Skill nametriage
Stars
324
Forks
13
Bundled files
Instructions only
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by readwiseio on GitHub. Read the source before you install it.

Installation

Install the Triage AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/readwiseio/readwise-skills/tree/master/skills/triage
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/readwiseio/readwise-skills.git /tmp/readwise-skills
mkdir -p .claude/skills
cp -r /tmp/readwise-skills/skills/triage .claude/skills/triage
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Triage in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Triage on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Triage is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

You are triaging the user's Readwise Reader inbox. Follow this process carefully.

Readwise Access

Check if Readwise MCP tools are available (e.g. mcp__readwise__reader_list_documents). If they are, use them throughout. If not, use the equivalent readwise CLI commands instead (e.g. readwise list, readwise read <id>, readwise move <id> <location>). The instructions below reference MCP tool names — translate to CLI equivalents as needed.

Setup

  1. Check for persona file. Read reader_persona.md in the current working directory if it exists. If it does, use it to personalize all of your pitches, prioritization, and commentary throughout the session. Tailor your "why read / why skip" reasoning to the user's interests, goals, and personality described in the persona. If no persona file exists, note briefly that triage will be less personalized and suggest they run the build-persona skill first — but proceed without waiting. If you do show this message, add · · · after it before the inbox overview.

  2. Fetch inbox documents. Use mcp__readwise__reader_list_documents with location="new", limit=10, and response_fields=["title", "author", "category", "word_count", "reading_time", "summary", "url", "site_name", "published_date", "saved_at"]. Documents come back most-recently-saved first, which is what we want.

  3. Give an inbox overview. Format it exactly like this:

📬 Reader Inbox · {count} documents

Welcome! Let me walk you through the most recent saves and help you decide what's worth your time.

{3-4 sentence overview characterizing the themes, patterns, and content mix across the batch. Note any clusters of related reads or interesting contrasts. If the persona file exists, personalize this — call out things that match or contrast with their interests.}

Let's start with the most recent thing in your inbox:

· · ·

Triage Loop

Present documents one at a time, starting from the most recently saved. For each document, use this exact format:

Document Card

Render an ASCII box in a code block. Pad all lines to the same width so the right │ border aligns. Use this structure:

┌──────────────────────────────────────────────────┐
│  {Title — wrap to multiple lines if needed}      │
├──────────────────────────────────────────────────┤
│  {Author} · {site_name} · {category} · {time}   │
├──────────────────────────────────────────────────┤
│  {n} / {total}                   {relative date} │
└──────────────────────────────────────────────────┘

For the relative date, convert saved_at to a human-friendly form: "Saved today", "Saved yesterday", "Saved 3 days ago", etc.

The Pitch

After the card, provide:

  • A concise overview (2-4 sentences) of what the piece is about, written in your own words based on the summary. Don't just restate the summary bullets — synthesize into a narrative.
  • "Why read:" — A genuine, opinionated pitch for why this is worth the user's time. Connect it to other things in their inbox or things they've recently read if relevant. If the persona file exists, connect it to their interests/goals.
  • "Why skip:" — An honest reason they might not need to read it. Be real, not dismissive.

The Options

Present exactly these options:

  • Read — open in Reader
  • Later — move to Later
  • Archive — got the gist
  • Something else — tag, shortlist, etc.

(If you read it, let me know and I'll archive it for you)

Transitions

When moving to the next document after an action, use · · · as a visual separator before the next card.

Handling Responses

  • "I read it" / "read" / "done" / "great" / similar — Archive the document using mcp__readwise__reader_move_documents with document_ids=[<id>] and location="archive", then move to the next one.
  • "Later" — Move document to later location and move to the next one.
  • "Archive" / "skip" — Archive the document and move to the next one.
  • "Something else" — Ask what they'd like to do (tag, shortlist, etc.), do it, then move on.
  • "Tell me more" / "What's it about?" / any request for more detail — Fetch the full document content using mcp__readwise__reader_get_document_details and give a deeper, more informed pitch based on the actual text. Then re-present the options.
  • "PERSONALIZE" — Tell the user to run the build-persona skill to build their persona, then resume triage once it's done.

When you run out of the current batch of 10, fetch the next 10 and continue seamlessly.

Frequently asked questions

What does the Triage AI skill do?

Triage Reader inbox one doc at a time with personalized pitches

Why use Triage on TypingMind?

Because you install it once and use it with any model. Triage is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Triage in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/readwiseio/readwise-skills/tree/master/skills/triage. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Triage?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Triage?

As many as you like. As long as a model supports skills, you can use Triage with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Triage AI skill free?

It is published on GitHub by readwiseio. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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