RLM Token Savings Dashboard

Displays a dashboard of tokens saved by using RLM patterns instead of raw data in context.

Sby Skills Guide Bot
DevelopmentBeginner
108/25/2026
Claude Code
#rlm#token-savings#dashboard#context-window#statistics

Recommended for


name: stats description: | Show RLM token savings dashboard — how much context was saved by using RLM patterns instead of dumping raw data into the context window. Trigger: /rlm:stats user_invocable: true

RLM Token Savings Dashboard

Show how much context window space RLM patterns have saved.

Instructions

  1. Run the stats script using Bash:

    python "${CLAUDE_PLUGIN_ROOT}/src/stats.py"
    

    If ${CLAUDE_PLUGIN_ROOT} is not set (e.g., during local dev), use the plugin directory path directly.

  2. CRITICAL: Copy-paste the ENTIRE output as markdown into your response. Do NOT summarize or collapse it. The user must see the full dashboard.

  3. After the dashboard, add a one-line highlight, e.g.:

    • "RLM saved 45,000 tokens (~97% reduction) by keeping raw data out of context."
    • If no events yet: "No RLM events logged yet. The PreToolUse hook will start tracking when it detects large file operations (>500KB)."
  4. If the user says "reset", run:

    python "${CLAUDE_PLUGIN_ROOT}/src/stats.py" reset
    
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