NeoSoul-AINeoSoul-AIOfficial·1 Agent Skills Included

rubric-prediction-skill

Deterministic rubric scoring for structured forecasting and prediction

Generates topic-specific scoring rubrics, weighs evidence, and ranks forecast options with auditable JSON output. Removes hand-computed math errors by running all weighting, normalization, and sensitivity analysis through a deterministic Python engine. Produces traceable evidence ledgers and natural-language reasoning so every prediction can be reviewed and replayed.
npx skills add NeoSoul-AI/rubric-prediction-skill --all -g -y

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Frequently Asked Questions

FAQPage Schema
How to install rubric-prediction-skill?

Run `npx skills add NeoSoul-AI/rubric-prediction-skill --all -g -y` in your terminal to install the skill globally.

What does rubric-prediction-skill do?

It turns open forecasting questions into structured predictions by designing custom scoring rubrics, weighing evidence, and ranking options with a deterministic Python engine.

Why not let the model compute forecast scores directly?

The skill forbids hand-computed math in chat; all weighting, normalization, and sensitivity checks run in the script engine so results are accurate and auditable.

Does it work with Cursor and OpenClaw?

Yes. It ships as a standard SKILL.md that works in Cursor Agent Skills, and includes optional pipeline scripts for EvoEvo and OpenClaw prediction workflows.

What happens if my forecast input is incomplete?

The engine fails closed and returns an `insufficient_spec` status listing the missing fields and what you need to provide next.

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