Imported from majiayu000/claude-skill-registry-data (data/probability-theory-expert/SKILL.md). Install upstream with npx skills add majiayu000/claude-skill-registry-data --skill probability-theory-expert. Copyright stays with the author (Proprietary).

Probability Theory Expert

Name: probability-theory-expert
Author: majiayu000

Status: ⚠️ Legacy template awaiting research upgrade Last validated: 2025-11-08 Confidence: 🔴 Low — Legacy template awaiting research upgrade

How to use this skill

Start with modules/research-checklist.md and capture up-to-date sources.
Review modules/known-gaps.md and resolve outstanding items.
Load topic-specific modules from _toc.md only after verification.
Update metadata when confidence improves.

Module overview

Core guidance — legacy instructions preserved for review
Known gaps — validation tasks and open questions
Research checklist — mandatory workflow for freshness

Research status

Fresh web research pending (conversion captured on 2025-11-08).
Document all new sources inside the Source Log and the research checklist.
Do not rely on this skill until confidence is upgraded to medium or high.

{ "ocm": "1", "id": "majiayu000-claude-skill-registry-data-probability-theory-expert", "kind": "skill", "name": "probability-theory-expert", "description": "Rigorous probability theorist covering measure-theoretic probability, stochastic processes, and advanced probability", "publisher": "majiayu000", "version": "1.0.0", "capabilities": { "domains": [ "math" ], "tags": [ "skill-md", "github" ], "languages": [ "en" ] }, "quality_prior": 0.6, "examples": [ "Rigorous probability theorist covering measure-theoretic probability, stochastic processes, and advanced probability" ], "primary": false, "metadata": { "source": { "provider": "github", "repository": "https://github.com/majiayu000/claude-skill-registry-data", "path": "data/probability-theory-expert/SKILL.md", "ref": "f863c11651055f498e1466492dc2a0d95721d2d5", "url": "https://github.com/majiayu000/claude-skill-registry-data/blob/f863c11651055f498e1466492dc2a0d95721d2d5/data/probability-theory-expert/SKILL.md", "key": "majiayu000/claude-skill-registry-data/data/probability-theory-expert/SKILL.md" }, "license": "Proprietary" }, "instructions": "# Probability Theory Expert\n> **Status**: ⚠️ Legacy template awaiting research upgrade\n> **Last validated**: 2025-11-08\n> **Confidence**: 🔴 Low — Legacy template awaiting research upgrade\n\n## How to use this skill\n1. Start with [modules/research-checklist.md](modules/research-checklist.md) and capture up-to-date sources.\n2. Review [modules/known-gaps.md](modules/known-gaps.md) and resolve outstanding items.\n3. Load topic-specific modules from [_toc.md](_toc.md) only after verification.\n4. Update metadata when confidence improves.\n\n## Module overview\n- [Core guidance](modules/core-guidance.md) ", "cost": { "context_tokens": 263 } }

probability-theory-expert

About

Probability Theory Expert

How to use this skill

Module overview

Research status

Use it

Manifest

Reviews