Automatically Turn Memos into Notes with Cowork Schedules

By combining Claude Cowork schedules with PaPut MCP, you can periodically review accumulated memos and automate the work of turning them into theme-based notes. For example, you can review the previous week's memos once a week and keep your knowledge organized as notes without doing the routine work manually.

What this guide helps you do

• Periodically review memos created or updated in the past week
• Group memos by theme, such as language, framework, or tool
• Create notes for each group and link the related memos
• Avoid duplicates and append to existing notes when appropriate

Requirements

• Claude Cowork with schedule support available
• PaPut MCP connected to Cowork; Remote HTTP Mode is recommended
• A PaPut account

If MCP is not connected yet, set it up from About MCP Integration first. This guide assumes the integration is already connected.

How it works

When the schedule runs, Cowork calls PaPut MCP tools in sequence to organize memos into notes.

1. Use paput_search_memo to fetch recent memos filtered by date
2. Group the memos by theme
3. Use paput_search_notes to check existing notes and decide whether to avoid duplicates or append
4. Use paput_create_note to create a note and link the target memos; use paput_update_note when appending to an existing note

Notes are a way to group existing memos, so this workflow does not create new memos. It only automates organization.

Schedule setup

1. Open Cowork and confirm that PaPut MCP is connected
2. Create a new task from Schedule
3. Set the frequency to weekly and choose the day and time, such as Monday morning
4. Paste the prompt from the next section into the task instructions
5. Save and enable the task

After that, Cowork will run automatically on the configured schedule and create or update notes.

Example schedule prompt

You can paste this prompt as-is. Adjust the period and grouping granularity for your workflow.

Review my PaPut memos from the past week and turn them into notes grouped by theme.

Steps:
1. Use paput_search_memo to fetch memos created or updated in the past 7 days
2. Group the fetched memos by theme, such as language, framework, or tool
3. Use paput_search_notes to check existing notes and decide whether any note would duplicate or should be appended to
4. For each group, use paput_create_note to create a note and link the relevant memos
   - If a related note already exists, append with paput_update_note
5. Report the titles of the notes created or updated and the number of linked memos for each

Notes:
- Make note titles concise and easy to understand
- Do not force note creation for themes that only have 1 or 2 target memos
- If there are no matching memos that week, do not create a note and only report that result

Operational tips

• Timing: Run it at the beginning of the week, such as Monday morning, to review the previous week's memos
• Grouping granularity: If themes are too narrow, many small notes will be created. Language, framework, or tool level is usually easier to manage
• Visibility: Decide in advance whether notes should be public or private. Add that policy to the instructions so the decision stays consistent
• Review results: Check the execution report regularly to keep grouping quality aligned with your intent

Notes

• Notes group existing memos, so this workflow cannot create notes for periods where no memos exist
• Asking Cowork to run paput_search_notes each time helps prevent duplicate notes from being created
• Cowork schedule setup and availability depend on Cowork's own specifications. Check Cowork documentation for the latest behavior
• Remote HTTP Mode cannot access local files. If you also want to extract knowledge from local sessions, consider Local CLI Mode