Phase 4: User Interface and Control (Tasks 66–80)

The agent needs a cockpit. The user experience should be "High-Level Direction, Low-Level Automation."
Task 66: Build "Command Center" Dashboard

  • Tech Stack: Next.js (Frontend) + FastAPI (Backend).
  • Views:
    • Inbox: New matches waiting for triage.
    • Active: Applications sent, awaiting reply.
    • Scheduled: Upcoming interviews.

Task 67: "Swipe" Interface (Tinder for Jobs)

  • SMART Objective: Implement the CoffeeSpace mechanic.
  • Value: Swiping is faster than reading lists. It also generates training data (Right Swipe = Positive Signal) to update the User Vector.

Task 68: Telegram/Slack Bot Integration

  • Objective: Push notifications.
  • Flow: Agent sends: "New High Match (95%).. Apply?" User replies: "Yes." Agent executes.

Task 69: Profile Editor & Document Vault

  • Functionality: Drag-and-drop interface for Resumes, Transcripts, and Portfolios.

Task 70: "Agent Logs" Transparency Viewer

  • Objective: Trust building.
  • Display: A terminal-like stream showing the agent's actions: "Scraping YC... Found 5 profiles... Filtering... 1 Match."

Task 71: Approval Queue Implementation

  • Logic: A "Drafts" folder. The user can bulk-approve or edit messages before they are sent.

Task 72: Analytics Dashboard

  • Metrics: Funnel visualization. Matches -> Swiped Right -> Applied -> Interviewed -> Offers.

Task 73: "Magic Link" Authentication

  • Tool: Auth0 or Supabase Auth. Passwordless login for ease of use.

Task 74: Mobile-Responsive Design

  • Objective: Triage on the go. The "Swipe" interface must be mobile-first.

Task 75: Voice Interface (Whisper API)

  • Objective: "Agent, pause the search for co-founders, I'm going on vacation."

Task 76: "Daily Digest" Email Generator

  • Format: A structured email summary at 8:00 AM. "3 new jobs, 1 co-founder match, 2 interview requests."

Task 77: Granular Settings & Preferences

  • Controls: Sliders for "Risk Tolerance," "Equity vs Salary," "Remote Importance."

Task 78: "Vacation Mode" Toggle

  • Logic: Pauses all outgoing actions and auto-replies to incoming messages with a delay notice.

Task 79: Data Export Feature

  • Format: CSV/JSON export of all applications for the user's records.

Task 80: Integration with Productivity Tools (Notion/Airtable)

  • SMART Objective: Sync status.
  • Logic: When the agent applies, it creates a row in the user's Notion "Job Search" database.