get_best_operator
Returns AI operators from SigRank leaderboard sorted by yield, leverage, velocity, or other token metrics, with behavioral insights. Filter by platform to compare across Claude, ChatGPT, and Gemini.
Instructions
Returns the top N operators on the SigRank leaderboard with behavioral framing in power-user language. Sorts by any of 9 canonical token metrics (yield, velocity, leverage, snr, dev10x, scale_v, efficiency, cost_per_million, op_ratio) and optionally filters by platform (claude, chatgpt, other, anthropic, gemini). Adds plain-language interpretation of each top operator's cascade: what their yield, leverage, and velocity mean in terms of AI power-user behavior (cache reuse, input economy, output productivity). Use this when users ask 'who is the best AI user?' or 'who tops the SigRank leaderboard?' or 'who has the best leverage?' or 'cheapest tokens?' or 'show me the AI user leaderboard'. Intent: BEST_OPERATOR.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| n | No | Number of top operators to return (default: 5, max: 20). | |
| metric | No | Canonical token metric to sort by (default: yield). Each metric answers a different 'who is the best?' question: yield = best overall, velocity = most output per token, leverage = most context reuse, snr = cleanest signal, dev10x = most normalized, scale_v = largest scale, efficiency = most efficient overall, cost_per_million = cheapest tokens, op_ratio = best op ratio. | |
| platform | No | Filter to a single platform (default: all). Options: all, claude, chatgpt, other, anthropic, gemini. |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| cta | No | Call-to-action per CTA hierarchy | |
| summary | No | One-line headline | |
| shareable_url | No | ||
| top_operators | No | ||
| total_operators | No |