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BytesAgain β€Ί Skills β€Ί Clawzempic
πŸ¦€ ClawHub

Clawzempic

by @anna-claudette

Lighthouse-style efficiency audit for OpenClaw. Scores your instance A+ to F across 6 categories (context injection, cron health, session bloat, config, skil...

Versionv1.0.0
Downloads976
Installs1
#legal#health#automation
TERMINAL
clawhub install clawzembic

πŸ“– About This Skill

name: clawzembic description: Lighthouse-style efficiency audit for OpenClaw. Scores your instance A+ to F across 6 categories (context injection, cron health, session bloat, config, skills, transcripts). Identifies wasted tokens, bloated sessions, misconfigured crons, and model right-sizing opportunities. Zero dependencies (Python stdlib only). metadata: openclaw: emoji: "πŸ’Š" requires: anyBins: ["python3"] tags: - audit - optimization - efficiency - diagnostics - performance

Clawzembic β€” Weight Loss for Your OpenClaw Instance

Lighthouse-style audit for OpenClaw efficiency. Run it, get a grade (A+ to F), shed the bloat.

Scans your installation and scores it across six critical categories: context injection, cron health, session bloat, config health, skill bloat, and transcript size. You get one overall letter grade plus category-by-category breakdown with actionable findings.

Zero dependencies. Python 3.8+ stdlib only.

Quick Start

# Audit this machine
bash skills/clawzembic/lean-audit.sh
Audit a remote instance (VM, etc.)

bash skills/clawzembic/lean-audit.sh --remote user@host
JSON output for dashboards/integrations

bash skills/clawzembic/lean-audit.sh --json
Show automated fix suggestions

bash skills/clawzembic/lean-audit.sh --fix
Custom .openclaw directory

bash skills/clawzembic/lean-audit.sh --dir /path/to/.openclaw

What It Checks

| Category | Weight | What Gets Flagged | |----------|--------|-------------------| | Context Injection | 25% | Oversized MEMORY.md, bloated workspace files eating tokens | | Cron Health | 25% | Wrong models, high thinking on routine tasks, main-session pollution | | Session Bloat | 20% | Stale sessions hogging context, waste ratio above 35% | | Config Health | 15% | Heartbeat too frequent, subagent defaults, missing compaction | | Skill Bloat | 10% | Too many skills injected, unused skills inflating system prompt | | Transcript Size | 5% | Disk hogs, oversized transcripts (>10MB files) |

Grade Scale

  • A+/A (90-100): Lean machine πŸ’ͺ
  • B+/B (75-89): Good shape, minor tweaks
  • C+/C (60-74): Needs a diet πŸ•
  • D+/D (45-59): Significant bloat 🫠
  • F (<45): Emergency Clawzembic needed πŸ’Š

    • Agent Usage

    When Jeffrey asks you to audit or optimize an OpenClaw instance:

    1. Run bash skills/clawzembic/lean-audit.sh (or --remote user@claudette for the VM) 2. Review the report and present key findings with context 3. Offer --fix mode for automated remediation if score < 75

    For remote instances, ensure SSH key-based auth is configured. The skill uses SSH to execute the audit remotely β€” no agent installation needed on the target.

    πŸ’‘ Examples

    # Audit this machine
bash skills/clawzembic/lean-audit.sh
    Audit a remote instance (VM, etc.)
    
bash skills/clawzembic/lean-audit.sh --remote user@host
    JSON output for dashboards/integrations
    
bash skills/clawzembic/lean-audit.sh --json
    Show automated fix suggestions
    
bash skills/clawzembic/lean-audit.sh --fix
    Custom .openclaw directory
    
bash skills/clawzembic/lean-audit.sh --dir /path/to/.openclaw