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research-wiki

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Persistent research knowledge base that accumulates papers, ideas, experiments, claims, and their relationships across the entire research lifecycle. Inspired by Karpathy's LLM Wiki pattern. Use when user says "知识库", "research wiki", "add paper", "wiki query", "查知识库", or wants to build/query a persistent field map.

skills/research-wiki/SKILL.md

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# Research Wiki: Persistent Research Knowledge Base

Subcommand: **$ARGUMENTS**

## Overview

The research wiki is a persistent, per-project knowledge base that accumulates structured knowledge across the entire ARIS research lifecycle. Unlike one-off literature surveys that are used and forgotten, the wiki **compounds** — every paper read, idea tested, experiment run, and review received makes the wiki smarter.

Inspired by [Karpathy's LLM Wiki pattern](https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f): compile knowledge once, keep it current, don't re-derive on every query.

## Core Concepts

### Four Entity Types
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