Agent skill · writing content · aiskillstore
judgment-hygiene
Internal structural hygiene for judgment-bearing outputs.
Why this skill is useful
Provides a structured approach to evaluating judgment-bearing outputs, enhancing the AI's ability to handle complex reasoning tasks.
What it needs
About 12k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
SKILL: judgmenthygiene Purpose Internal structural hygiene for judgment-bearing outputs. --- Version v0.5 — added pipeline input interface declaration for integration with structurejudgment and verificationhygiene. Status Approved for controlled trial. Not yet approved for general deployment. --- Pipeline input interface This skill is the final stage of the judgment pipeline. It may receive: Raw user input (always present) Structural routing context from structurejudgment (when pipeline is active): primarylayer secondarylayer mainhazard downstreamskillorder Evidence payload from verificationhygiene (when verification was triggered): claimverified targettype sourcebasis independencecheck temporalstatus claimcomparison usableas deadendreason conflictnotes Handoff rules If no routing context is present, operate on current input only using internal checks. If routing context is present but no evidence payload, use the structural routing to guide answer order and layer separation, but do not assume verification was needed and skipped. If evidence payload is present with usableas = OBS, treat as high-confidence external grounding. Certainty may be upgraded accordingly. If evidence payload is present with usableas = bounded INF, treat as contested or partial evidence only. Do not upgrade to OBS-level certainty. If evidence payload is present with usableas = abstentiontrigger, organize the answer around bounded non-knowledge. Do not synthesize a "best guess" from failed verification. Do not smooth over the dead end to make the answer feel complete. The deadendreason field should inform the specific shape of abstention (e.g., "no primary source found" vs. "unresolved conflict between sources" vs. "freshness could not be verified"). …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/judgment-hygiene