trace.md

Soap Lab — Agent Trace

Example: Agentic Recipe Optimiser

Input: "300g coconut oil, 400g olive oil — optimise this recipe for me"

Step 1 — Parse: coconut oil: 300g, olive oil: 400g

Step 2 — Score:

• Cleansing: 27.9 (HIGH — target 12-22)
• INS: 103.5 (LOW — target 136-165)

Step 3 — Iteration 1:

• Cleansing too high → transfer 35g coconut → olive
• Recipe: coconut 265g, olive 435g

Step 4 — Rescore:

• Cleansing: 24.6 (still high, improved)
• INS: 97.6 (still low)

Step 5 — AI Explanation:

• Model: Qwen/Qwen2.5-3B-Instruct via Featherless AI
• Explains changes in plain English to user

Architecture

• Chemistry engine: deterministic Python (no AI)
• AI layer: explanation only, never calculates
• Model: Qwen2.5-3B-Instruct (Tiny Titan eligible)