Cli Anything Mubu

OrganizationPopular

HKUDS

cli-anything-mubu

Command-line interface for Mubu - Canonical packaged entrypoint for the Mubu live bridge....

Overview

Publisher	HKUDS
Repository	`CLI-Anything`
Skill name	`cli-anything-mubu`
Stars	49.5K
Forks	4.6K
Bundled files	Instructions only
License	Apache-2.0
Links	Skill source Repository Homepage

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by HKUDS on GitHub. Read the source before you install it.

Installation

Install the Cli Anything Mubu AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
Enable the skill in any chat where you want it available.

Store

Installed

Skills

Add skills

Import one or more skills from a public GitHub folder or a local .skill or .zip archive, or SKILL.md file.

From GitHub URLFrom .skill, .zip, or SKILL.md

GitHub repo or folder

https://github.com/HKUDS/CLI-Anything/tree/main/mubu/agent-harness/cli_anything/mubu/skills

Points to a single skill folder, or any folder that contains multiple skills. Public repos only.

CancelContinue

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/HKUDS/CLI-Anything.git /tmp/CLI-Anything
mkdir -p .claude/skills
cp -r /tmp/CLI-Anything/mubu/agent-harness/cli_anything/mubu/skills .claude/skills/cli-anything-mubu

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Cli Anything Mubu in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Cli Anything Mubu on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Cli Anything Mubu is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

cli-anything-mubu

Canonical packaged entrypoint for the Mubu live bridge.

Installation

This CLI is packaged from the canonical agent-harness source tree:

bash
pip install -e .

Prerequisites:

Python 3.10+
An active Mubu desktop session on this machine
Local Mubu profile data available to the CLI
Set MUBU_DAILY_FOLDER if you want no-argument daily helpers

Entry Points

bash
cli-anything-mubu
python -m cli_anything.mubu

When invoked without a subcommand, the CLI enters an interactive REPL session.

Command Groups

Discover

Discovery commands for folders, documents, recency, and daily-document resolution.

Command	Description

| docs | List latest known document snapshots from local backups. |

| folders | List folder metadata from local RxDB storage. |

| folder-docs | List document metadata for one folder. |

| path-docs | List documents for one folder path or folder id. |

| recent | List recently active documents using backups, metadata, and sync logs. |

| daily | Find Daily-style folders and list the documents inside them. |

| daily-current | Resolve the current daily document from one Daily-style folder. |

Inspect

Inspection commands for tree views, search, links, sync events, and live node targeting.

Command	Description

| show | Show the latest backup tree for one document. |

| search | Search latest backups for matching node text or note content. |

| changes | Parse recent client-sync change events from local logs. |

| links | Extract outbound Mubu document links from one document backup. |

| open-path | Open one document by full path, suffix path, title, or doc id. |

| doc-nodes | List live document nodes with node ids and update-target paths. |

| daily-nodes | List live nodes from the current daily document in one step. |

Mutate

Mutation commands for dry-run-first atomic live edits against the Mubu API.

Command	Description

| create-child | Build or execute one child-node creation against the live Mubu API. |

| delete-node | Build or execute one node deletion against the live Mubu API. |

| update-text | Build or execute one text update against the live Mubu API. |

Session

Session and state commands for current document/node context and local command history.

Command	Description

| status | Show the current session state. |

| state-path | Show the session state file path. |

| use-doc | Persist the current document reference. |

| use-node | Persist the current node reference. |

| use-daily | Resolve and persist the current daily document reference. |

| clear-doc | Clear the current document reference. |

| clear-node | Clear the current node reference. |

| history | Show recent command history stored in session state. |

Recommended Agent Workflow

text
discover daily-current '<daily-folder-ref>' --json
        ->
inspect daily-nodes '<daily-folder-ref>' --query '<anchor>' --json
        ->
session use-doc '<doc_path>'
        ->
mutate update-text / create-child / delete-node --json
        ->
--execute only after payload inspection

Safety Rules

Prefer grouped commands for agent use; flat legacy commands remain for compatibility.
Use --json whenever an agent will parse the output.
Prefer discover or inspect commands before any mutate command.
Live mutations are dry-run by default and only execute with --execute.
Prefer --node-id and --parent-node-id over text matching.
delete-node removes the full targeted subtree.
Even same-text updates can still advance document version history.
Pass a daily-folder reference explicitly or set MUBU_DAILY_FOLDER before using no-arg daily helpers.

Examples

Interactive REPL Session

Start an interactive session with persistent document and node context.

bash
cli-anything-mubu
# Enter commands interactively
# Use 'help' to see builtins
# Use session commands to persist current-doc/current-node

Discover Current Daily Note

Resolve the current daily note from an explicit folder reference.

bash
cli-anything-mubu --json discover daily-current '<daily-folder-ref>'

Dry-Run Atomic Update

Inspect the exact outgoing payload before a live mutation.

bash
cli-anything-mubu mutate update-text '<doc-ref>' --node-id <node-id> --text 'new text' --json

Session State

The CLI maintains lightweight session state in JSON:

current_doc
current_node
local command history

Use the session command group to inspect or update this state.

For AI Agents

Start with discover or inspect, not mutate.
Use session status --json to recover persisted context.
Use grouped commands in generated prompts and automation.
Verify postconditions after any live mutation.
Read the package TEST.md and README.md when stricter operational detail is needed.

Version

0.1.1

Frequently asked questions

What does the Cli Anything Mubu AI skill do?

Command-line interface for Mubu - Canonical packaged entrypoint for the Mubu live bridge....

Why use Cli Anything Mubu on TypingMind?

Because you install it once and use it with any model. Cli Anything Mubu is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Cli Anything Mubu in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/HKUDS/CLI-Anything/tree/main/mubu/agent-harness/cli_anything/mubu/skills. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Cli Anything Mubu?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Cli Anything Mubu?

As many as you like. As long as a model supports skills, you can use Cli Anything Mubu with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Cli Anything Mubu AI skill free?

Yes. It is published on GitHub by HKUDS under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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Verification Before Completion

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Writing Plans

Use when you have a spec or requirements for a multi-step task, before touching code

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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

cli-anything-mubu

Installation

Entry Points

Command Groups

Discover

Inspect

Mutate

Session

Recommended Agent Workflow

Safety Rules

Examples

Interactive REPL Session

Discover Current Daily Note

Dry-Run Atomic Update

Session State

For AI Agents

Version

Frequently asked questions

Related AI Skills

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