Context Token ROI Report

SkillAI & models

Show detailed token ROI report across all tracked sessions

Use Context Token ROI Report in Claude, ChatGPT or Ahel Desktop

Free. Sign in, add Context Token ROI Report and connect your AI. About a minute.

Then ask your AI: use the Context Token ROI Report skill

Details

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Account requirements not reviewed. Check the skill instructions before use; Ahel provides instructions and does not run this skill.

No other account needed.

Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Context Token ROI ReportStart free

The instructions your AI receives, as published by egorfedorov/claude-context-optimizer in skills/cco-report/SKILL.md and read by Ahel’s review.

Generate and display a comprehensive token usage report across all tracked sessions.

Run:

node ${CLAUDE_PLUGIN_ROOT}/src/report.js full

Present the full report to the user. After showing it, provide actionable insights:

If the waste trend is WORSENING, warn the user and suggest specific changes
If there are top wasted files, suggest the user avoid reading those files in future sessions or use more targeted reads (offset/limit)
If average tokens per session is high, suggest task splitting strategies
Calculate the estimated monthly cost savings if the user maintains current improvement trends

Also run:

node ${CLAUDE_PLUGIN_ROOT}/src/tracker.js suggest

And present the smart suggestions (files to preload, files to avoid) for the current project directory.

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