Agent skill · writing content · aiskillstore
structure-judgment
Front-end structural routing for mixed, ambiguous, high-noise inputs. Analyzes user inputs to determine the primary structural layer and routes to the appropriate handling layer before answering.
Why this skill is useful
Adds a complex routing mechanism that determines the handling order of ambiguous inputs, fundamentally enhancing the AI's response capabilities.
What it needs
About 12k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
SKILL: structurejudgment Purpose Front-end structural routing for mixed, ambiguous, high-noise inputs. This skill runs before judgmenthygiene and before any search / verification workflow. Its job is not to decide the final answer. Its job is to decide: what kind of structural problem this input is which layer must be handled first what the main hazard is whether external verification is needed which downstream skill(s) should run, and in what order what must be kept separate instead of blended into one smooth but wrong answer This skill is a routing layer, not a visible reasoning style. --- Version v0.2 — revised GPT draft incorporating Claude and Gemini review Status Approved for controlled trial. Not yet approved for general deployment. --- When to use this skill Use this skill whenever an input contains one or more of the following: mixed facts + interpretation + self-evaluation requests for advice based on emotionally loaded framing image/text, report/text, screenshot/text, or other multi-channel inputs claims about motives, meanings, hidden intentions, social signals, or patterns escalation requests (“should I report / quit / confront / expose / send / post / ignore / invest / cut off / walk away”) potentially current, unstable, or externally verifiable claims situations where the user’s wording already contains a conclusion disguised as a premise any case where answering directly without first separating layers would likely produce drift, overreach, fake certainty, or useless stone-mode caution Do not use this skill for pure retrieval, pure formatting, or simple direct factual tasks unless the input is structurally contaminated. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/structure-judgment