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BytesAgain β€Ί Skills β€Ί Context Optimizer Pro
πŸ¦€ ClawHub

Context Optimizer Pro

by @ericgogogogogo

Monitors token usage in long sessions, extracts key info, and creates continuation sessions to manage context limits automatically.

Versionv1.0.0
Downloads600
#crypto-defi#legal#automation#productivity
TERMINAL
clawhub install context-optimizer-pro

πŸ“– About This Skill

name: context-optimizer description: Context-aware session manager that monitors token usage and automatically extracts key information to create continuation sessions when approaching context limits. Use when: (1) User wants automatic context management, (2) Long-running tasks approach 200k token limit, (3) Need to split large tasks across multiple sessions, (4) Want to preserve continuity when context nears exhaustion.

Context Optimizer

Automatic context management skill that monitors token usage and creates continuation sessions when needed.

Core Functionality

This skill provides:

1. Context Monitoring - Track token usage against 200k max 2. Threshold Detection - Trigger at 95% (190k tokens) 3. Information Extraction - Extract key decisions, important context, unfinished tasks 4. Session Continuation - Create new session with summarized context

Usage

Manual Trigger

# Check current context usage
context-optimizer check
Force extraction and create continuation

context-optimizer split --threshold 95
Preview what would be extracted

context-optimizer preview

Automatic Monitoring

Add to your workflow or cron:

Every 10 minutes: Run context-optimizer check

When context exceeds threshold, the skill will: 1. Analyze conversation history 2. Extract key information (decisions, context, todos) 3. Generate continuation prompt 4. Create new session with extracted context

Extraction Priority

The optimizer extracts in this order:

1. Unfinished tasks - Incomplete actions, pending decisions 2. Key decisions - Important choices and their rationale 3. Critical context - Information essential to task completion 4. User preferences - Explicitly stated preferences and requirements 5. Recent progress - What has been accomplished so far

Output Format

When creating continuation, output:

# Session Continuation
Completed


  • [list of finished items]
    • In Progress
    

  • [current work items]
    • Key Context
    

  • [essential information to preserve]
    • Next Steps
    

  • [suggested next actions]
    • Continuation Prompt
    
[Prompt to use in new session]

    Scripts

  • context_optimizer.py - Main CLI for context monitoring and splitting
  • session_extractor.py - Extracts key information from session history

    • Integration with OpenClaw

    Automatic Split Logic

    To automatically split sessions when context exceeds 95%, integrate with OpenClaw's heartbeat:

    1. Add to HEARTBEAT.md: 

    ## Context Monitor
Every heartbeat: Check session_status
If context > 85%: Log warning
If context > 95%: Run context-optimizer split

    2. Create Cron Job: Use cron with sessionTarget: "isolated" to run context checks independently.

    Tool Integration

    The skill uses these OpenClaw tools:

  • session_status - Get current token/context usage
  • sessions_history - Fetch conversation for extraction
  • sessions_spawn - Create continuation session
  • cron - Schedule periodic checks

    • πŸ’‘ Examples

    Manual Trigger

    # Check current context usage
context-optimizer check
    Force extraction and create continuation
    
context-optimizer split --threshold 95
    Preview what would be extracted
    
context-optimizer preview

    Automatic Monitoring

    Add to your workflow or cron:

    Every 10 minutes: Run context-optimizer check

    When context exceeds threshold, the skill will: 1. Analyze conversation history 2. Extract key information (decisions, context, todos) 3. Generate continuation prompt 4. Create new session with extracted context