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hoangsonww / weekly-report

Compile a weekly productivity report using Agent Monitor data — daily_sessions and daily_events trends, per-session costs from pricing engine, token volumes (input/output/cache_read/cache_write + baselines), tool usage top 20, session completion rates by status, and workflow intelligence metrics.

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Weekly Report

Generate a comprehensive weekly productivity report from Agent Monitor data.

Input

The user provides: $ARGUMENTS

This may be:

  • "this week" or empty (default: current week Mon-Sun)
  • "last week" for the previous week
  • A date range: "2025-04-07 to 2025-04-13"

Procedure

  1. Fetch weekly data from http://localhost:4820:

    • GET /api/sessions?limit=200 — filter to target week (default sort: most recently updated first)
    • GET /api/analytics — aggregated analytics
    • GET /api/pricing/cost — cost data

  2. Build the weekly report:

    ### 📊 Week at a Glance
    | Metric | This Week | Last Week | Change |
    |--------|-----------|-----------|--------|
    | Sessions | N | N | ↑/↓ N% |
    | Total Hours | N | N | ↑/↓ N% |
    | Tokens Used | N | N | ↑/↓ N% |
    | Total Cost | $X.XX | $X.XX | ↑/↓ N% |
    | Completion Rate | N% | N% | ↑/↓ |

    ### 🏆 Highlights

    • Most productive day (by sessions completed)
    • Longest session and what it accomplished
    • Most used tools and any new tools adopted
    • Notable achievements (complex tasks completed, errors resolved)

    ### 📈 Daily Breakdown
    | Day | Sessions | Hours | Cost | Completion |
    |-----|----------|-------|------|------------|
    For each day of the week with activity.

    ### 🔧 Tool Usage Report

    • Top 10 tools by invocation count
    • Tools with highest error rate
    • Tool usage distribution chart (text-based)

    ### 💡 Productivity Insights

    • Peak productivity hours
    • Average session duration and trend
    • Cost efficiency trend
    • Model usage distribution

    ### 🎯 Recommendations for Next Week

    • Based on error patterns: what to improve
    • Based on cost trends: optimization opportunities
    • Based on tool usage: workflow suggestions

Output Format

Professional report format with:

  • Executive summary (3 sentences max)
  • Structured tables with week-over-week comparisons
  • Emoji-prefixed section headers for scannability
  • Actionable recommendations in priority order