lingtai
Self-evolving AI agent framework with persistent memory and skills
All Skills in This Repository (67)
Pure Emerald Level Indicatorsbriefing
Generate and maintain project briefing content across journals and profiles.
lingtai-debug-toolkit
Diagnose LingTai agent faults and govern avatar networks.
minimax-cli
Guide installation and usage of the official MiniMax CLI for multi-modal generation.
find-something-to-do
Identify idle ripples in attention during moments without pressing tasks.
lingtai-recipe
Packages LingTai networks into portable, validator-ready recipe bundles with scrubbed data and origin stamps.
lingtai-issue-report
File structured LingTai issue reports via GitHub CLI or manual submission.
tutorial-guide
Guide learners through a 12-lesson tutorial on Lingtai with live exploration.
listen
Transcribes speech and analyzes audio locally using whisper and librosa without network calls.
lingtai-portal-guide
Explain LingTai portal internals, topology recording, and .portal directory structure.
vision
Route image understanding requests to the cheapest available backend.
web-browsing
Fetch and extract web content using a seven-tier extraction pipeline.
academic-research
Synthesize scholarly literature across multiple APIs with citation tracking and BibTeX export.
Frequently Asked Questions
FAQPage SchemaHow to install LingTai?โผ
Run `npx skills add Lingtai-AI/lingtai --all -g -y` in your terminal to install all skills in this suite globally.
What is LingTai used for?โผ
LingTai is a self-evolving AI agent framework that keeps a long-running 'digital scientist' alive in your project, accumulating durable memory, knowledge, and reusable skills across sessions.
Does closing the terminal stop a LingTai agent?โผ
No. Agents run as independent processes with their state stored in local files, so they persist and can be inspected or resumed after you close the terminal.
Can LingTai agents talk to Telegram or email?โผ
Yes. Agents communicate through a filesystem mailbox, and MCP addons bridge them to Telegram, Feishu, WeChat, WhatsApp, and email.
Do I need coding experience to use LingTai?โผ
No. After a one-line install, you talk to your agent in plain language through the terminal UI, desktop app, or chat channels while it handles the technical work.
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