optimize_efficiency
Get actionable suggestions to improve token cascade efficiency based on your current metrics. Accepts a leaderboard codename or raw token data.
Instructions
Returns actionable suggestions for improving your token cascade efficiency, tied to your current metrics. Accepts either a codename (fetches from board) or raw token pillars (computes locally). Returns: your current metrics, ranked efficiency suggestions tied to cascade shape (increase cache reuse, reduce input, increase output), and references to power-user practices. Use this when users ask 'how can I use AI more efficiently?' or 'reduce token burn' or 'optimize token usage' or 'stop tokenmaxxing'. Intent: OPTIMIZE_EFFICIENCY (Informational + Transactional).
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| text | No | Alternative: raw token pillars to score locally (ccusage JSON or "input output cacheCreate cacheRead"). Use this if you are not on the board yet. | |
| codename | No | Your codename on the SigRank leaderboard. If provided, fetches your live profile from the board. |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| summary | No | One-line summary of your efficiency status | |
| suggestions | No | Ranked efficiency suggestions | |
| your_metrics | No | Your current cascade metrics |