You MUST use a todo list to complete these steps in order. Never move on to one step if you haven't completed the previous step. If you have multiple read steps in a row, read them all at once (in parallel).

Add all steps to your todo list now and begin executing.

## Steps

1. [Read People Directory]: Read all files matching `./documents/entities/people/*.md` and analyze their contents (Existing people to check for duplicates)

2. [Read Gmail Profile Analysis]: Read the file at `./documents/tmp/gmail-profile-analysis.json` and analyze its contents (Contains contacts array with bidirectional flags)

3. From the contacts data, identify the top 3-5 people with meaningful interaction.

Look for contacts with:
- bidirectional: true (user both sends to and receives from them)
- High signalScore
- Multiple interactions (not one-off emails)

Check existing `./documents/entities/people/*.md` first. If a person already exists (match by name), update their entry to add email and merge relationship context. Don't overwrite existing contact methods from other sources.

For new people, write to `./documents/entities/people/*.md`:
- Create file named by full-name slug (e.g., sarah-chen.md)
- Include: name, email address, relationship context, 'Source: Gmail contact'

Skip newsletters and automated senders. Only create entries for real people.


4. Briefly confirm: 'Added [N] key people to your contacts.' or 'No strong contacts detected yet.'