System Token Limits
Complete breakdown of token budgets and worst-case calculations for Operator V1
System Prompt (450,000 tokens)
Template Structure
5,000 tokens(~2,941 words)
Architecture
5,000 tokens(~2,941 words)
Goals (25 × 2k)
50,000 tokens(~29,411 words)
Notes (25 × 2k)
50,000 tokens(~29,411 words)
Tools (10 × 5k)
50,000 tokens(~29,411 words)
Sleep Summaries (3 × 10k)
30,000 tokens(~17,647 words)
Tracker
250,000 tokens(~147,058 words)
Buffer
10,000 tokens(~5,882 words)
TOTAL
450,000 tokens(~264,705 words)
Tracker Breakdown (250,000 tokens)
Per Line Item:
Title
50 tokens(~29 words)
Date
50 tokens(~29 words)
Analysis
500 tokens(~294 words)
Next Action
500 tokens(~294 words)
Notes (50 × 200t)
10,000 tokens(~5,882 words)
Per Item Total
11,100 tokens(~6,529 words)
Full Tracker:
20 Items × 11,100t
222,000 tokens(~130,588 words)
Header Buffer
28,000 tokens(~16,470 words)
TOTAL
250,000 tokens(~147,058 words)
User Prompt (30,000 tokens)
Template Structure
3,000 tokens(~1,764 words)
Date/Time
100 tokens(~58 words)
Error Logs Channel
5,000 tokens(~2,941 words)
Tool Results Channel
5,000 tokens(~2,941 words)
Operator Logs Channel
5,000 tokens(~2,941 words)
Operator Notes Channel
5,000 tokens(~2,941 words)
Group Chat Channel
5,000 tokens(~2,941 words)
Buffer
1,900 tokens(~1,117 words)
TOTAL
30,000 tokens(~17,647 words)
Note: Tool Results Summary - Coming Soon (not yet implemented)
Turn History (450,000 tokens)
User Message
30,000 tokens(~17,647 words)
Assistant Response
15,000 tokens(~8,823 words)
Per Turn Total
45,000 tokens(~26,470 words)
Max Turns
10 tokens(~5 words)
TOTAL (10 turns)
450,000 tokens(~264,705 words)
Sleep Process (975,000 tokens)
Sleep Prompt Template
15,000 tokens(~8,823 words)
Turn History (10 turns)
450,000 tokens(~264,705 words)
System Context
450,000 tokens(~264,705 words)
Sleep Input Total
915,000 tokens(~538,235 words)
Sleep Output Breakdown:
Brainstorming
10,000 tokens(~5,882 words)
Sleep Summary
10,000 tokens(~5,882 words)
Notes Regeneration (20 × 2k)
40,000 tokens(~23,529 words)
Sleep Output Total
60,000 tokens(~35,294 words)
Worst Case Scenarios
Turn 0 (Day Start):
System:450,000t
User:30,000t
History:0t
Output:15,000t
TOTAL:495,000t
Turn 3 (Post-Sleep Baseline):
System:450,000t
User:30,000t
History:135,000t
Output:15,000t
TOTAL:630,000t
Turn 6 (Mid-Day):
System:450,000t
User:30,000t
History:270,000t
Output:15,000t
TOTAL:765,000t
Turn 10 (End of Day):
System:450,000t
User:30,000t
History:450,000t
Output:15,000t
TOTAL:945,000t
SLEEP PROCESS (Absolute Worst Case):
System:450,000t
User:15,000t
History:450,000t
Output:60,000t
TOTAL:975,000t
Gemini API Limit:1,000,000 tokens
Worst Case (Sleep):975,000 tokens
Safety Buffer:+25,000 tokens