---
title: "Weekly reading digest with an AI agent · AgentDots"
description: "Your agent condenses the articles and papers you saved this week into one digest, grouped by theme, with the main claim, evidence and a link for each item."
url: https://agentdots.org/playbooks/reading-digest/
lang: en
---

Playbooks · Learning

# Weekly reading digest

The articles and papers you saved this week, condensed into one digest with a link back to each.

WeeklyLow stakes

## Paste this into your agent

```
<code>Every Sunday, go through the articles and papers I saved this week in [folder or reading list]. For each, give a three-sentence summary, the main claim and how strong the evidence looks, with a link to the original. Group the items by theme and put those most relevant to my work first. Do not add sources I did not save, and tell me when a paper sits behind a paywall rather than trying to get past it.</code>
```

## What the agent does

1. Collect the week's saved articles and papers
2. Summarise each and state its main claim
3. Judge the evidence and link the source
4. Group by theme and send the digest

## Rules to add

- Every summary links to its source
- No paywall workarounds and no new sign-ups
- Weak or uncertain claims are labelled as such

What you end up with: A Sunday digest that turns a week of saved reading into something you can actually finish.

## Which agents can do it

- [Claude](https://agentdots.org/agents/claude/) Built for it
- [Dots](https://agentdots.org/agents/dots/) Can do it
- [OpenClaw](https://agentdots.org/agents/openclaw/) Can do it

Matching rule sheet

Academic researcher

[Rules →](https://agentdots.org/rules/?t=academic-researcher)

## More from this area

- [Daily language practice](https://agentdots.org/playbooks/language-practice/)