Maintainer of this skill?
Automated security scan — not a certification.
by zhuzhaoyun
A local-first personal knowledge layer for AI agents. Build evolving knowledge spaces with LLM Wiki, knowledge graphs, and agent workflows.
# Add to your Claude Code skills
git clone https://github.com/zhuzhaoyun/MolioLast scanned: 10/25/2026
{
"issues": [
{
"file": "AGENTS.md",
"line": 50,
"type": "remote-install",
"message": "Install command (remote install script piped to a shell — review the source before running): \"curl ... | bash\"",
"severity": "medium"
},
{
"file": "CLAUDE.md",
"line": 52,
"type": "remote-install",
"message": "Install command (remote install script piped to a shell — review the source before running): \"curl ... | bash\"",
"severity": "medium"
},
{
"file": "README.md",
"line": 162,
"type": "remote-install",
"message": "Install command (remote install script piped to a shell — review the source before running): \"curl -fsSL https://molio-releases.oss-cn-guangzhou.aliyuncs.com/script/install.s\"",
"severity": "low"
},
{
"file": "apps/daemon/CLAUDE.md",
"line": 151,
"type": "secret-exfiltration",
"message": "Instruction appears to send credentials/secrets to an external endpoint",
"severity": "medium"
}
],
"status": "PASSED",
"scannedAt": "2026-10-25T08:58:39.730Z",
"npmAuditRan": true,
"pipAuditRan": true,
"promptInjectionRan": true
}See how Molio compares with popular alternatives.
Molio is an open-source ai agents skill for AI coding assistants such as Claude Code, Codex CLI, and ChatGPT, built by zhuzhaoyun. A local-first personal knowledge layer for AI agents. Build evolving knowledge spaces with LLM Wiki, knowledge graphs, and agent workflows. It has 434 GitHub stars.
Yes. Molio passed SkillsLLM's automated security scan — a dependency vulnerability audit plus prompt-injection heuristics — with no high-severity issues. You can read the full report in the Security Report section on this page.
Clone the repository with "git clone https://github.com/zhuzhaoyun/Molio" and add it to your Claude Code skills directory (see the Installation section above).
Molio is primarily written in TypeScript. It is open-source under zhuzhaoyun on GitHub, so you can review or fork the full source.
Yes. SkillsLLM lists many other AI Agents skills you can browse and compare side by side. Open the AI Agents category from the badge at the top of this page, or use the Related Skills and comparison links further down to weigh Molio against similar tools.
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⚠️ Third-Party Software Notice
This skill is third-party open-source software developed and hosted independently on GitHub. SkillsLLM is an informational directory and does not control or maintain the underlying repository.
Any security checks, ratings, or warnings displayed by SkillsLLM are automated and limited in scope. They do not constitute a security certification or guarantee that the software is safe, error-free, or free from malicious code, vulnerabilities, compromised dependencies, or prompt-injection risks.
Review the source code, permissions, dependencies, and configuration before installing or running any third-party skill. Use is at your own risk. To the maximum extent permitted by applicable law, SkillsLLM is not liable for losses arising from third-party software.
Automated security scan — not a certification.
Give AI your personal knowledge base. Local-first, and every byte stays yours.
English · 中文 · 🌐 Official Website
What you've accumulated isn't one kind of thing: experience and methods scattered across notes, documents, and chat logs — and also whole books, PDFs full of figures, piles of industry material. Most of it sits in a form AI can't read, so every conversation starts from zero.
Molio turns all of it into a personal knowledge base that AI can read and use: Claude Code, Codex, and other agents enter your knowledge space, work on top of everything you've accumulated — researching, writing, answering, analyzing — and write their results back as Markdown, so the base grows thicker with every task. Everything runs on your machine, never through a third-party server.
Starting from zero? The resource library ships ready-made knowledge bases that keep growing — import one and start asking.
▶ Click to watch the demo — one book, one knowledge universe: 1,362 years of history from the Zizhi Tongjian, processed by Molio into an AI-explorable knowledge base
01 · Collect & Process — scattered fragments, or a whole book, all become a callable knowledge base
Input isn't limited by format: clip pages with one click via the Web Clipper, open your Obsidian vault directly, or batch-import local documents. Scanned PDFs and Word / PPT / Excel files go through the bundled docling for layout analysis, OCR, and table reconstruction; images are read by OCR; million-word books run through a chunked preprocessing and digest pipeline with resumable progress. What lands on disk is plain Markdown — zero migration, no lock-in.
The Wiki engine then extracts entities and concepts from that unified Markdown layer, weaving dense cross-links and layered indexes — data becomes a foundation only after it's processed.
02 · Work & Task — agents run on your data
Claude Code, Codex, Gemini CLI, Qwen Code — agents work inside your knowledge space, researching, writing, answering, and analyzing. What they see is no blank slate, but everything you've accumulated. Pick an agent in a unified GUI with streaming output; scan a QR code to chat with your base from your phone via WeChat.
03 · Reflow & Deposit — the base grows thicker with use
Every task's output is written back as Markdown — a reusable, long-term asset. The knowledge graph keeps growing, so the next task starts from higher ground. Ready to publish? Typeset with doocs/md and distribute to 30+ platforms in one click.
| Input | What happens |
|---|---|
| Markdown / TXT / HTML / CSV and other text | Read as-is — the default shape of a knowledge base |
| Layout analysis + OCR + table reconstruction → Markdown | |
| Word / PPT / Excel | Same pipeline, heading hierarchy and tables preserved |
| Images (PNG / JPG / TIFF) | OCR text extraction |
| Web pages | One-click clip, or article extraction for WeChat posts |
| Obsidian vault | Opened in place — original files are read-only |
| Million-word books | Chunked preprocessing + digest pipeline, resumable |
PDF and Office conversion is handled by the bundled docling skill. The first conversion downloads the tool plus ~500MB of models; later runs reuse the cache.
Beyond the tool itself, Molio offers ready-made structured knowledge graphs — entire books and professional domains pre-organized into AI-ready knowledge bases you can import in one click, no building from scratch.
Covering literature, history, philosophy, traditional Chinese medicine, medicine, and AI engineering, with new resources added regularly. Highlights include the ontology knowledge base, the Zizhi Tongjian knowledge system, and an obstetric-ultrasound knowledge base. See the resource library for the full, always-current catalog.
These are uniquely structured assets that AI cannot conjure on its own. Import one into Molio and instantly run AI Q&A, relationship lookup, and topical research.
A single Molio instance can serve multiple channels in parallel. Most channels can be onboarded right from the Web console.
| Channel | Text | Image | File | Voice | Group |
|---|---|---|---|---|---|
| Web Console (default) | ✅ | ✅ | ✅ | ✅ | — |
| ✅ | ✅ | ✅ | ⏳ | ⏳ | |
| Feishu | ✅ | ✅ | ✅ | ⏳ | ✅ |
| Telegram | ⏳ | ⏳ | ⏳ | ⏳ | ⏳ |
| Slack | ⏳ | ⏳ | ⏳ | — | ⏳ |
| Discord | ⏳ | ⏳ | ⏳ | — | ⏳ |
✅ Supported · ⏳ Planned · — N/A
Download the latest release from GitHub Releases:
Molio-Setup-x.x.x.exeMolio-x.x.x.dmgInstall and launch. On first run, you'll be guided to configure an AI runtime CLI (e.g., Claude Code, Codex, Gemini).
Run Molio as a self-hosted web service on a NAS or server. A single container bundles the daemon, web UI, and Claude Code CLI, and works on both linux/amd64 and linux/arm64 — Synology, QNAP, TerraMaster, TrueNAS, Unraid, and most other NAS devices.
⚠️ How this differs from the desktop app (read before deploying)
- Browser access only — there is no desktop client for this mode. The Electron desktop app only ever talks to the daemon it