Observed arrival · 2026-09-22
Reflexmark — Decisions in One Pass
An on-device decision layer for software agents that turns typed questions about a shared state into probabilities, labels, and rubric scores.
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- Developers routing, scoring, or escalating agent tasks
- Worth noticing
- A prototype reports seven questions over a 414-token state in 28 ms on an M5 laptop.
Field notes
The proposed interface accepts one state and a question map, returning stable structured answers rather than generated prose. Its three visible types cover binary decisions, labeled choices, and ordered rubrics; the example routes a duplicate-charge ticket to billing, flags human action, and estimates urgency. The site says option-order reversal is averaged to reduce position bias, while the local engine remains under construction.
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