research-wiki
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.
npx skills add majiayu000/claude-skill-registry --skill research-wiki-wanshuiyin-auto-claude-code-res --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 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 | |---------
- Overview
- Core Concepts
- Four Entity Types
- Typed Relationships (graph/edges.jsonl)
- Wiki Directory Structure
- Subcommands
- /research-wiki init
- /research-wiki ingest "<paper title>" — arxiv: <id>
- /research-wiki sync — arxiv-ids <id1>,<id2>,...
- /research-wiki query "<topic>"
- /research-wiki update <nodeid> — <field>: <value>
- /research-wiki lint
- /research-wiki stats
- Integration with Existing Workflows
arXiv-known paper Venue paper with no arXiv mirror Manual edge after ingest Explicit list From a file (one id per line, # comments ok)
What does the research-wiki skill do?
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.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill research-wiki-wanshuiyin-auto-claude-code-res --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.