cc-predict

The only cc-toolkit tool that looks forward. Forecasts your Claude Code month-end stats at your current pace.

npx cc-predict

Output

  cc-predict  —  March forecast
  Based on your last 14 days · 30 days remaining this month

  Hours this month
  So far:          0.0h you + 0.2h AI = 0.2h
  At current pace: 100.5h you + 89.3h AI = 189.8h projected

  Ghost Days
  So far:          1 days
  Month end:       ~22 days projected

  Streak
  Current:         36 days
  Forecast:        Likely survives (100% daily consistency)
  Projected streak end of month: ~66 days

  AI Autonomy
  14-day avg:      0.89x (AI hours / your hours)
    You're driving more than AI

  ──────────────────────────────────────────────────────────
  Confidence: ██████████ 100% active days base rate

How it works

Looks at your last 14 days of activity and projects the current pace forward to the end of the month:

• Hours: daily average × remaining days + month-to-date
• Ghost Days: ghost day rate × remaining active days
• Streak: current streak + projected active days (with confidence warning if streak is at risk)
• Autonomy: 14-day average AI/human ratio

Requirements

• Node.js 18+
• cc-agent-load installed globally or in PATH

Part of cc-toolkit

This tool is part of the cc-toolkit collection of Claude Code utilities.

All other cc-toolkit tools look at historical data. cc-predict is the only one that looks forward.

Zero dependencies. No data sent anywhere. Runs entirely local.