huangzesenCommunity·8 Agent Skills Included

lingtai

Run lifelong AI agents that remember, learn, and grow

Runs persistent AI agents that hold long-term projects, remember past work, and grow reusable skills over time. Eliminates the reset-every-session problem of chatbots by storing memory, knowledge, and mail as inspectable local files. Lets agents spawn specialist sub-agents, connect to Telegram and email, and resume work across weeks without losing context.

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npx skills add huangzesen/lingtai --all -g -y

Available:

Directs the AI agent to read the repository's dev-guide skill first, clarify ambiguous human intent before coding, and follow strict worktree and pull-request safety rules when working in this repo.

All Skills in This Repository (8)

Pure Emerald Level Indicators

📦 In Repo

huangzesen

briefing

Distill project histories into per-project journal.md and brief.md files.

lingtai-changelog

Parse SKILL.md frontmatter and body into a newest-first LingTai changelog.

lingtai-recipe

Validates and packages LingTai recipe bundles and network exports into canonical .recipe/ structures.

lingtai-mcp

tutorial-guide

Guide learners through LingTai's 12-lesson tutorial on system architecture.

lingtai-portal-guide

Document LingTai portal API endpoints, topology data, and .portal directory structure.

web-browsing-manual

Retrieve web content across PDFs, APIs, static HTML, and JS-rendered pages.

lingtai-anatomy

Document LingTai's internal memory, filesystem, and runtime anatomy.

Community

Advanced

Frequently Asked Questions

FAQPage Schema

How to install LingTai?▼

Run `npx skills add huangzesen/lingtai --all -g -y` in your terminal to install all skills in this suite globally.

What is LingTai used for?▼

LingTai is a self-evolving AI agent framework that keeps a long-running 'digital scientist' alive in your project, remembering findings, skills, and style across sessions instead of starting cold each time.

How does LingTai remember things between sessions?▼

Every agent stores its memory, knowledge, skills, and mail as plain files under a local .lingtai/ directory, so state survives restarts and can be inspected with any editor or tool.

Can LingTai agents talk to Telegram or email?▼

Yes. Agents communicate through a filesystem mailbox and can bridge to Telegram, Feishu, WeChat, WhatsApp, and email via MCP addon servers.

Do I need coding skills to use LingTai?▼

Basic terminal use is enough to start: run the installer, open lingtai-tui in a project folder, and the setup wizard guides you through picking a model and launching your first agent.