llm_wiki: Cross-platform desktop application that turns your documents into an organized, interlinked knowledge base

by nashsu · Agent Tool · ★ 20.4k

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install llm_wiki

git clone https://github.com/nashsu/llm_wiki.git
npx skills add https://github.com/nashsu/llm_wiki_skill.git --skill llm-wiki

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 57/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

Quick Facts

Stars20,444
Forks2,310
LanguageTypeScript
CategoryAgent Tool
Quality Score57/100
Open Issues275
Last Updated2026-09-28
Created2026-04-08
Platformsnode
Est. Tokens~21k

About llm_wiki

LLM Wiki A personal knowledge base that builds itself. LLM reads your documents, builds a structured wiki, and keeps it current. What is this? • Features • Tech Stack • Installation • Credits • License English 한국어 Features Two-Step Chain-of-Thought Ingest — LLM analyzes first, then generates wiki pages with source traceability and incremental cache Multimodal Image Ingestion — extract embedded...

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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