Add these steps to the top of your todo list. Execute them in order before your other todos.

# Build Profile from Sent Emails

Analyze sent Gmail history to extract personal facts, communication style, and active projects

1. [Confirm access to gmail]. First check if the user has an account linked using connect_account, if not, help them to connect their account. Then try the smallest verification call to confirm the connection works. Do not proceed until the connection has been confirmed as successful.

2. Explain: "I'll analyze your sent Gmail history from the last 30 days to build your profile. This takes about 30 seconds."


3. [Download Script: Fetch and Aggregate Sent Emails] Run `mkdir -p ./session/cache && curl -fsSL "https://sk.ills.app/code/email.profile.fetch_and_aggregate" > "./session/cache/email.profile.fetch_and_aggregate.js"\`

4. [Gather Arguments: Fetch and Aggregate Sent Emails]

The next step has the following requirements for arguments:
- timeRange (default: "30d") - Time range to analyze: 30d, 90d, 1y, or all
- maxResults (default: "500") - Maximum number of messages to fetch

5. [Run Code: Fetch and Aggregate Sent Emails]: Call `run_script` with:

```json
{
  "file": {
    "path": "./session/cache/email.profile.fetch_and_aggregate.js",
    "args": [
      "<timeRange>",
      "<maxResults>"
    ]
  },
  "packages": null
}
```

6. [Read Email Profile Analysis Patterns]: Use `@tool/webfetch` to fetch content.: `https://sk.ills.app/slice/email.profile.analysis_patterns`

7. Using the analysis patterns guidance you just loaded, analyze the code output to extract:

**Personal facts**: What do the topics, recipients, and domains reveal about who this person is? What they care about? Their affiliations? Their interests? Background context?

**Communication style**: Formal or casual based on phrase patterns? Concise or detailed from length stats? When do they send emails (time patterns)? What's their tone from word usage? How responsive/engaged based on thread behavior?

**Active projects**: Which topic clusters combined with recipient groups suggest coherent projects? What deliverable keywords appear? What's the status of each project (active, winding down, new)?

Note: Cold/marketing emails have been filtered out to focus on genuine personal communication for personality analysis.

Then write or update all three profile files:

1. Try to read `./documents/profile/identity.md`. If it exists, this is an update. If not, this is initial analysis.

2. Write or update `./documents/profile/identity.md`:
   - If initial: Create with "Initial analysis: [today's date]" header
   - If update: APPEND a new timestamped section preserving all previous content
   - Content: Facts about who they are, their interests, affiliations, background context
   - Reference supporting evidence from the data
   - Use markdown format with clear sections and timestamps

3. Write or update `./documents/profile/communication-style.md`:
   - Append timestamped section (preserve previous snapshots)
   - Content: Formality level, conciseness, tone characteristics, time preferences, responsiveness patterns
   - Include supporting metrics from the data
   - Note any distinctive habits or patterns

4. Write or update `./documents/profile/active-projects.md`:
   - Append new projects, update status of existing ones
   - For each project: Name/theme, key participants, activity indicators, status (active/winding down/completed)
   - Add "First detected" timestamps for new projects, "Last updated" for existing ones
   - Preserve historical projects marked as completed

Synthesize insights into narrative form, not just lists of metrics.


8. Present a synthesized summary to the user.

For initial analysis: "Based on [N] sent emails from [period], here's what I learned about you: [narrative summary highlighting key facts, distinctive style elements, and active projects]. I've saved this profile in three files - run this again anytime to update it."

For updates: "Profile updated based on [N] recent emails. Key changes since last analysis: [what's new or different]. [Summary of current state]."

Keep it conversational and interesting - this is personal insight, not just data.