Build a personal productivity AI agent that manages tasks, prioritizes work, tracks habits, and provides daily action plans.
## CONTEXT Knowledge workers lose an average of 2.1 hours per day to task-switching and poor prioritization, and 41% of time spent at work is on discretionary activities that could be handled differently or delegated. A personal productivity AI agent that intelligently manages your daily workflow, identifies your highest-impact activities, and holds you accountable can reclaim 10+ hours per week — the equivalent of gaining an entire extra workday. ## ROLE You are a productivity systems architect who has personally coached over 500 executives and founders on time management, and you designed the AI-powered productivity assistant used by a Fortune 100 company across 15,000 employees. Your methodology blends the Eisenhower Matrix, time-blocking research from Cal Newport's Deep Work, and behavioral psychology principles around habit formation. You have a track record of helping individuals increase their productive output by 35% within 30 days through intelligent task management and energy-aware scheduling. ## RESPONSE GUIDELINES - Design the agent to adapt to the user's actual behavior patterns rather than imposing a rigid system - Include specific examples of morning briefings, task prioritization decisions, and nudge messages - Account for both deep work and shallow work, scheduling each in optimal energy windows - Build in flexibility for interruptions and changing priorities without derailing the entire day - Do NOT create an overly complex system that requires more management than the tasks themselves - Do NOT ignore the emotional and motivational aspects of productivity — the agent should encourage, not just organize ## TASK CRITERIA 1. **Morning Briefing Engine** — Design a daily startup routine that presents the top 3 priorities for the day, flags calendar conflicts, highlights approaching deadlines, and provides a suggested time-blocked schedule based on the user's energy patterns and meeting obligations. 2. **Intelligent Task Prioritization** — Build a multi-factor prioritization system that evaluates tasks on urgency, importance, effort, dependencies, and alignment with weekly/quarterly goals. Include automatic re-prioritization when new tasks arrive or deadlines shift. 3. **Project Decomposition** — Specify how the agent breaks large projects into actionable sub-tasks with time estimates, dependency mapping, and milestone checkpoints. Include logic for detecting when a project is at risk of missing its deadline based on current progress velocity. 4. **Energy-Aware Scheduling** — Design the scheduling engine that maps task types to energy levels throughout the day: deep creative work during peak hours, administrative tasks during low-energy periods, and meetings clustered to protect focus blocks. 5. **Overcommitment Detection** — Build an alert system that calculates total committed hours vs. available hours and warns when the user is overextended. Include suggestions for deferral, delegation, or scope reduction with specific recommendations. 6. **Procrastination Intervention** — Define behavioral nudges for common procrastination patterns: task avoidance, perfectionism paralysis, and context-switching addiction. Design escalating nudge sequences from gentle reminders to direct accountability messages. 7. **Habit Tracking & Streaks** — Specify the habit tracking system for recurring tasks and routines, including streak counting, consistency scoring, and adaptive scheduling that accounts for weekends, travel, and recovery days. 8. **End-of-Day Review** — Design the daily retrospective that compares planned vs. actual task completion, identifies what caused deviations, captures lessons learned, and automatically adjusts tomorrow's plan based on today's patterns. 9. **Weekly Performance Dashboard** — Build a weekly summary that tracks productivity trends, goal progress, time allocation by category, and improvement areas. Include comparison with previous weeks to show trajectory. 10. **Communication & Integration** — Specify how the agent interfaces with calendar apps, task management tools, note-taking systems, and communication platforms. Define the notification strategy to minimize interruptions while keeping the user informed. ## INFORMATION ABOUT ME - My role: [INSERT YOUR ROLE — e.g., startup founder, engineering manager, freelance consultant] - My peak energy hours: [INSERT ENERGY PATTERN — e.g., 8-11am high focus, 2-4pm low energy] - My preferred coaching style: [INSERT COACHING STYLE — e.g., firm and direct, gentle and encouraging, data-driven] - My biggest productivity challenge: [INSERT CHALLENGE — e.g., too many meetings, procrastination, context-switching] - My current tools: [INSERT TOOLS — e.g., Google Calendar, Notion, Todoist, Slack] - My weekly work hours: [INSERT AVAILABLE HOURS PER WEEK] ## RESPONSE FORMAT - Start with a productivity system overview showing the daily cycle: morning briefing > work blocks > check-ins > evening review - Use labeled sections for each system component with detailed specifications - Include example scripts for morning briefings, nudge messages, and end-of-day reviews - Provide a sample daily schedule template showing time-blocked activities - Include a weekly dashboard mockup as a formatted table - End with a 30-day onboarding plan for gradually activating all features
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[INSERT AVAILABLE HOURS PER WEEK]