Token Cost Optimizer

Find and fix token bloat in your Clawdbot sessions. Real savings from real analysis.

What It Does

Analyzes your Clawdbot session transcripts to find:

• 🔴 Repeated tool calls (same file read 15x)
• 🟡 Overly verbose responses (>2k tokens)
• 🟢 Unnecessary errors and duplicates

Then shows you exactly how much you’re wasting and how to fix it.

Quick Start

Analyze a Session

cd skills/token-optimizer
node optimize.js session ~/.clawdbot/agents/main/sessions/YOUR_SESSION.jsonl

What you get:

• Token breakdown (input, output, cache)
• Bloat detection with specific counts
• Prioritized recommendations (HIGH/MEDIUM/LOW)
• Cost savings estimate

Example output:

🔴 HIGH PRIORITY
   Issue: Tool calls are being repeated with same arguments
   Fix: Cache tool results or deduplicate calls
   Impact: 254,400 tokens saved

💰 Potential savings: $0.27 per session

Compress Context Files

node compress.js AGENTS.md --dry-run

What it does:

• Removes excessive whitespace
• Deduplicates headers and sections
• Abbreviates common phrases
• Shows estimated savings before applying

Remove --dry-run to apply changes.

Track Your Savings

# Record an optimization
node track.js record --tokens 254400 --cost 0.27 --type analysis --desc "Fixed repeated calls"

# View cumulative savings
node track.js report

Output:

💰 CUMULATIVE SAVINGS REPORT

📊 Total optimizations: 3
🎯 Tokens saved: 425,000
💵 Cost saved: $0.89

📈 Projected annual savings: $324.85

All Commands

Main Tool (optimize.js)

# Analyze session with recommendations
node optimize.js session <session.jsonl>

# Compress context file
node optimize.js context <file.md>

# Show cumulative savings
node optimize.js savings

# Dry run (no changes)
node optimize.js session <file> --dry-run

Individual Tools

# Session analysis only
node analyze.js <session.jsonl>

# Compression only
node compress.js <file.md> [--dry-run]

# Savings tracking
node track.js report
node track.js record --tokens <n> --cost <n> --type <type> --desc "Description"

Options

• --dry-run / -d – Show what would change without modifying files
• --verbose / -v – Show detailed output
• --help – Show command help (coming soon)

Real Results

From my own usage:

• Session analyzed: 68M tokens ($53 cost)
• Bloat found: 206k tokens (0.3%)
• Repeated calls: 886 occurrences
• Savings: $0.16/session × 1000 sessions = $160

Even “optimized” agents waste money. This tool finds it.

Installation

cd ~/clawd/skills
# Already installed if you're reading this!

No dependencies. Pure Node.js.

How to Find Session Files

# List recent sessions
ls -lht ~/.clawdbot/agents/main/sessions/*.jsonl | head -5

# Analyze your most recent session
SESSION=$(ls -t ~/.clawdbot/agents/main/sessions/*.jsonl | head -1)
cd skills/token-optimizer
node optimize.js session "$SESSION"

Pricing

FREE BETA (limited time)

• Requirements:
  • ⭐ Star the GitHub repo
  • Use on 2+ sessions
  • Share your savings (testimonial)

After beta: $19 one-time

ROI: Most users save $0.15-0.50 per session. Break-even at 40-120 sessions (~1-3 months).

What’s Next (v2.0 Roadmap)

• Automatic monitoring (track in real-time, not post-analysis)
• One-click fixes (not just recommendations)
• Framework integration (AgentOps-style 2-line setup)
• Visual session replays

Support

• Issues: Open an issue on GitHub
• Questions: agent@example.com
• Discord: BlastoiseTools

License

MIT License