rank_paste
Paste token counts and compute the SigRank yield cascade locally. Returns yield, SNR, class, mode, and a plain English summary without submitting to the leaderboard.
Instructions
Computes the SigRank yield cascade from a paste of token counts. Parses the input, runs the full cascade math locally (no network calls), and returns: yield (Υ, the headline efficiency metric, Υ = Cache Reads × Output / Input²), snr (signal-to-noise ratio), leverage (Cr/I = cache reads divided by input), velocity (O/I = output divided by input), dev10x (10xDEV score), class (operator experience stage — 24 stages = 8 tiers × 3 sub-stages I/II/III, e.g. ARCH+ I, REFINER II, IGNITER III, or UNCLASSED for empty input), mode (detected working mode), and a deterministic prose "card" summarizing the result in plain English. Accepts two input formats: (1) JSON object {"input":N,"output":N,"cacheCreate":N,"cacheRead":N} or (2) four whitespace-separated numbers in order: input output cacheCreate cacheRead. Returns an error if the input is malformed or has negative values. Use this for a quick one-off ranking without submitting to the board. Do NOT use this to submit your score — use submit_paste instead, which both ranks and publishes. Do NOT use this if you want to rank all four time windows at once — use rank_windows for that. After calling this, use submit_paste to publish the result if you want to appear on the leaderboard.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| text | Yes | Token counts to rank. Two formats accepted: (1) JSON object {"input":N,"output":N,"cacheCreate":N,"cacheRead":N} where all values are non-negative integers, or (2) four whitespace-separated numbers in order: input output cacheCreate cacheRead. Get these from `ccusage` output, the Claude Max usage dashboard, tokscale, or any token reader. Example valid input: {"input":1000000,"output":500000,"cacheCreate":50000,"cacheRead":800000} |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
| snr | No | Signal-to-noise ratio | |
| card | No | Deterministic prose summary of the cascade result | |
| mode | No | Detected working mode (BUILD/EDIT/DEBUG/MAINTAIN/IDLE) + confidence | |
| class | Yes | Operator class tier (dev10x taxonomy) | |
| yield | Yes | Υ Yield — the headline efficiency metric (Cache Reads × Output / Input²) | |
| dev10x | No | 10xDEV score (log10 of the cascade product) | |
| pillars | No | The four raw token pillars the cascade was computed from | |
| leverage | No | Cr/I — cache reads divided by input | |
| velocity | No | O/I — output divided by input | |
| warnings | No | Parse or data warnings if any |