Speculative decode (trading)

SkillCommerce & finance

N-gram draft-then-verify for trading LLM text (NVIDIA FORMAT). Measure AL. Do not vendor TensorRT-LLM or train EAGLE. Slash: /speculative-decode.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Speculative decode (trading) skill

What this skill tells your AI

The instructions your AI receives, as published by igorganapolsky/trading in skills/speculative-decode/SKILL.md and read by ahel’s review.

python scripts/speculative_decode.py --prefix "..." --corpus "..." --target "..." --D 7
python scripts/speculative_decode.py --choose-d --max-d 16 --prefix "..." --corpus "..." --target "..."

AL must be measured. estimated_speedup is null without AL. Does not override TradeGateway.

Signals

GitHub stars
38
Forks
10
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
speculative-decode
Source
github.com/igorganapolsky/trading