research-wiki

Solid

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.

AI & Automation 11,977 stars 1099 forks Updated yesterday MIT

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Skill Content

# 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 | Entity | Directory | Node ID format | What it represents | |--------|-----------|---------------|--------------------| | **Paper** | `papers/` | `paper:<slug>` | A published or preprint research paper | | **Idea** | `ideas/` | `idea:<id>` | A research idea (proposed, tested, or failed) | | **Experiment** | `experiments/` | `exp:<id>` | A concrete experiment run with results | | **Claim** | `claims/` | `claim:<id>` | A testable scientific claim with evidence status | ### Typed Relationships (`graph/edges.jsonl`) | Edge type | From → To | Meaning | |-----------|-----------|---------| | `extends` | paper → paper | Builds on prior work | | `contradicts` | paper → paper | Disagrees with results/claims | | `addresses_gap` | paper\|idea → gap | Targets a known field gap | | `inspired_by` | idea → paper | Idea sourced from this paper | | `tested_by` ...

Details

Author
wanshuiyin
Repository
wanshuiyin/Auto-claude-code-research-in-sleep
Created
3 months ago
Last Updated
yesterday
Language
Python
License
MIT

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