YOLO

by Lapis0x0
5
4
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Score: 64/100

Description

The YOLO plugin (You Orchestrate, LLM Operates) brings comprehensive AI capabilities to your workflow through multiple interaction modes. Chat with AI models in the sidebar while treating your entire vault as context. Smart Space lets you generate content anywhere in your notes. Quick Ask provides inline assistance with three modes: conversational queries, preview-based edits and direct text modifications. Tab completion offers real-time AI suggestions as you write. The plugin supports multiple providers including OpenAI, Claude, Gemini, DeepSeek and Groq.

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Stats

1192
stars
56,098
downloads
81
forks
157
days
0
days
3
days
129
total PRs
1
open PRs
37
closed PRs
91
merged PRs
247
total issues
10
open issues
237
closed issues
128
commits

RequirementsExperimental

  • API key from supported AI provider (OpenAI, Anthropic, Google Gemini, or Groq)

Latest Version

3 days ago

Changelog

1.5.12.8 Long Conversation Performance & Fixes 🚀

🚀 Long Conversation Performance

  • Long Agent conversations with many tool calls no longer slow down over time: collapsed tool cards now skip processing their hidden parameters and result content, and unchanged tool cards from earlier turns are no longer re-rendered as new responses stream in (#420).
  • Large tool outputs are automatically truncated in the UI instead of rendering the full content at once. The model still receives the complete result; only the on-screen display is shortened (#420).

🛠️ Fixes

  • Fixed the update toast not showing the actual release notes for the new version.
  • Fixed some Streamable HTTP MCP servers failing to connect inside Obsidian due to CORS / Chromium fetch restrictions, and added compatibility for JSON-response MCP gateways such as DingTalk MCP Gateway (#417).
  • Fixed ChatGPT OAuth health checks, chat requests, and model list fetching for Codex models, avoiding failures caused by endpoint parameter incompatibilities and making the available model list more accurate. Thanks @bartolli for finding and fixing this (PR #419).
  • Fixed the mobile chat input leaving a large gap above the keyboard when the keyboard pops up; the input area now stays anchored just above the keyboard more reliably.

✨ Polish

  • Improved fs_edit parameter guidance so the model is less likely to call it without proper anchoring info, increasing edit tool success rate.
  • The fs_read tool card now shows the concrete file paths when reading a small number of files, and only abbreviates when many files are read at once.
  • Exported configuration files are now saved to a fixed YOLO/Exports directory inside the vault, making them easy to find on mobile as well.

1.5.12.8 长对话性能优化与修复 🚀

🚀 长对话性能

  • 长 Agent 对话中大量工具调用结果带来的卡顿明显缓解:折叠的工具卡现在会避免处理隐藏的大型参数和结果内容,生成过程中未变化的旧工具卡也不会被重复渲染 (#420)。
  • 大输出工具卡现在会在界面上自动按长度截断展示,不再一次性渲染整段内容,模型收到的仍是完整结果 (#420)。

🛠️ 修复

  • 修复更新提示弹窗里看不到本次版本更新内容的问题。
  • 修复部分 Streamable HTTP MCP 服务在 Obsidian 中因 CORS / Chromium fetch 限制无法连接的问题,并兼容钉钉 MCP Gateway 这类 JSON 响应模式的 MCP 配置 (#417)。
  • 修复 ChatGPT OAuth 下 Codex 模型的连接检测、对话请求和模型列表获取问题,避免因端点参数不兼容导致请求失败,并让可用模型列表显示更准确。感谢 @bartolli 发现并修复 (PR #419)。
  • 修复移动端聊天输入框在键盘弹出时与键盘之间出现大块空白的问题,输入区现在会更稳定地贴近键盘上方。

✨ 体验优化

  • 优化 Agent 文本编辑工具的参数说明,减少模型在调用 fs_edit 时因缺少定位信息导致的失败,提高编辑工具调用的成功率。
  • 优化读取工具调用卡片的缩略显示逻辑:读取少量文档时会直接展示具体文档路径,多个文档时再自动省略。
  • 优化配置导出体验:导出的配置文件现在会保存到库内 YOLO/Exports 目录,移动端也能直接找到文件。

README file from

Github

What's New

  • 1.5: Introduces a new Agent runtime that turns AI from Q&A into active collaboration—with full tool calling, MCP, Skills, desktop Bash, subagents, and web search—plus smarter long-session context and memory, refreshed hybrid RAG, focus/PDF awareness, and multi-window chat with background Agents.

Highlights

🤖 Agent Mode

YOLO's Agent mode lets LLMs go beyond just "Q&A machines" — they can actually operate on your Vault.

Tool Calling + MCP Custom Skills
Agent Tools Agent Skills
Freely configure toolchains so Agents can read, write, edit, and organize your files directly Encapsulate experience and SOPs into reusable skills, invoke with a single sentence — let the Agent work your way
Multi-Window Chat Quick Ask
Chat Window Quick Ask
Handle different tasks and contexts in parallel across multiple chat windows, making multitasking feel more natural Trigger with a character (default @) to open an inline assistant for Q&A, editing, and continuation, making document editing seamless

🧠 Knowledge Base Q&A + ✍️ Smart Space

Knowledge Base Q&A Smart Space
RAG Vault Smart Space
Turn your entire Vault into the AI's knowledge base, powered by RAG to answer with context from your notes instead of generic output Summon anywhere to freely continue your creative flow with smooth content generation

Features

Beyond the core capabilities above, YOLO also provides:

Feature Description
💬 Sidebar Chat Seamless LLM conversation with context injection, preset prompts, Markdown smart parsing
🧠 Memory System Lets YOLO remember preferences, habits, and long-term context for more consistent conversations
🪡 Cursor Chat One-click context addition, conversation at your fingertips
⌨️ Tab Completion Real-time AI-powered completion for smoother, more natural writing
🎛️ Multi-Model Support OpenAI, Claude, Gemini, DeepSeek and other mainstream models, freely switch
🌍 i18n Native multi-language support
🧩 Experimental Features Learning Mode, sub-Agents, explore personalized workflows

Quick Start

  1. Open Obsidian Settings → Community Plugins → Browse → Search "YOLO"
  2. Install and enable
  3. Configure your API key in plugin settings, or use your own ChatGPT OAuth / Gemini OAuth:
  4. Open the sidebar to start chatting — or try Quick Ask by typing @ in the editor

Installation

See Quick Start above.

Manual Installation

  1. Go to Releases and download the latest main.js, manifest.json, styles.css
  2. Create folder: <vault>/.obsidian/plugins/obsidian-yolo/
  3. Copy files to that folder, then enable the plugin in Obsidian Settings

[!WARNING] YOLO cannot coexist with Smart Composer. Please disable or uninstall Smart Composer before using YOLO.

Mobile Support Note

Due to the capability gap between Obsidian mobile and desktop, YOLO cannot fully match the desktop feature set and overall experience on mobile in the short term. With limited personal maintenance bandwidth, I can currently only guarantee that YOLO remains usable on mobile, not that every feature will reach desktop-level parity.

If you use YOLO on mobile, you may still encounter unavailable features, inconsistent behavior, or incomplete adaptations for some workflows. Please keep that expectation in mind.

Roadmap

  • Better and stronger Vault AI search
  • Background Agent (long-running task automation)
  • Multi-Agent orchestration (via subagents)
  • Learning Mode — a dedicated study view
  • Annotation Mode — real-time AI annotations and suggestions on notes
  • Built-in assistant — a corner-pinned helper for config/agents, with auto-compaction and scheduled tasks
  • Better AI whiteboard
  • Voice input & meeting notes

Feedback & Issues

Hit a bug, something confusing, or have an idea? Open an issue:

🐛 Report a bug · ✨ Request a feature

What helps:

  • Bug reports with a clear reproduction (Obsidian version, OS, plugin version, what you did, what happened)
  • "I tried X and got Y" reports — UX papercuts, confusing wording, broken docs, outdated translations
  • Concrete feature ideas tied to a real use case ("when I do A, I want B because C")

Please search existing issues first to avoid duplicates.

Contributing

All forms of contribution are welcome — bug reports, documentation improvements, feature enhancements.

Please open an issue first to discuss feasibility and implementation for major features.

See CONTRIBUTING.md for the full guide: what we welcome, AI-assisted PR policy, size guidelines, and dev setup.

Acknowledgments

Thanks to Smart Composer for the original work — without them, there would be no YOLO.

Special thanks to Kilo Code for their sponsorship. Kilo is an open-source AI coding assistant platform with 500+ AI models, helping developers build and iterate faster.

Support

If you find YOLO valuable, consider supporting the project:

Development logs are regularly updated on the blog.

License

MIT License

Star History

Star History Chart

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