Agent skill

DeepTutor CLI

Teaches the agent to set up and run DeepTutor from the command line: chat and capabilities, knowledge bases, partners, memory, sessions, notebooks and the server or Web app.

Apache-2.0Auto-check passedEducation

Install DeepTutor CLI

skills CLI

$ npx skills add HKUDS/DeepTutor --skill deeptutor-cli -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI

$ gh skill install HKUDS/DeepTutor deeptutor-cli --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Claude Code skills documentation · loads skills from .claude/skills/

Paste into Claude Code

Install the "deeptutor-cli" agent skill from https://github.com/HKUDS/DeepTutor/tree/main into .claude/skills/deeptutor-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deeptutor-cli", then confirm the skill loads.

Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add HKUDS/DeepTutor --skill deeptutor-cli -a codex

Project install goes to .agents/skills/; add -g for ~/.codex/skills/.

GitHub CLI

$ gh skill install HKUDS/DeepTutor deeptutor-cli --agent codex

Project scope by default (.agents/skills/); add --scope user for a personal install.

Codex skills documentation · loads skills from .agents/skills/

Paste into Codex

Install the "deeptutor-cli" agent skill from https://github.com/HKUDS/DeepTutor/tree/main into .agents/skills/deeptutor-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deeptutor-cli", then confirm the skill loads.

Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add HKUDS/DeepTutor --skill deeptutor-cli -a cursor

Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.

GitHub CLI

$ gh skill install HKUDS/DeepTutor deeptutor-cli --agent cursor

Project scope by default (.agents/skills/); add --scope user for a personal install.

Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/

Paste into Cursor

Install the "deeptutor-cli" agent skill from https://github.com/HKUDS/DeepTutor/tree/main into .cursor/skills/deeptutor-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deeptutor-cli", then confirm the skill loads.

Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add HKUDS/DeepTutor --skill deeptutor-cli -a gemini-cli

Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.

GitHub CLI

$ gh skill install HKUDS/DeepTutor deeptutor-cli --agent gemini-cli

Project scope by default (.agents/skills/); add --scope user for a personal install.

Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/

Paste into Gemini CLI

Install the "deeptutor-cli" agent skill from https://github.com/HKUDS/DeepTutor/tree/main into .gemini/skills/deeptutor-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deeptutor-cli", then confirm the skill loads.

Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

GitHub CLI

$ gh skill install HKUDS/DeepTutor deeptutor-cli

Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).

skills CLI

$ npx skills add HKUDS/DeepTutor --skill deeptutor-cli -a github-copilot

Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.

GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/

Paste into GitHub Copilot

Install the "deeptutor-cli" agent skill from https://github.com/HKUDS/DeepTutor/tree/main into .github/skills/deeptutor-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deeptutor-cli", then confirm the skill loads.

GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

skills CLI

$ npx skills add HKUDS/DeepTutor --skill deeptutor-cli -a opencode

OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.

GitHub CLI

$ gh skill install HKUDS/DeepTutor deeptutor-cli --agent opencode

Project scope by default (.agents/skills/); add --scope user for a personal install.

OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/

Paste into OpenCode

Install the "deeptutor-cli" agent skill from https://github.com/HKUDS/DeepTutor/tree/main into .opencode/skills/deeptutor-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deeptutor-cli", then confirm the skill loads.

OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.

Facts

Skill name: deeptutor-cli
GitHub stars: 41k
Token cost: ~2.3k tokens
SKILL.md length: 407 words
Files: 4,098 (incl. scripts, assets)
Skills in repo: 5
Repo updated: Oct 4, 2026
First seen: Oct 7, 2026
Licence: Apache-2.0

At a glance

Teaches the agent to set up and run DeepTutor from the command line: chat and capabilities, knowledge bases, partners, memory, sessions, notebooks and the server or Web app.

Setting up DeepTutor for the first time
SKILL.md covers When to Use, Prerequisites, Commands and REPL Slash Commands, plus 1 more section
Calls pip
Creating a knowledge base from PDFs and chatting against it

What it does

The skill covers first-time setup and day-to-day use. DeepTutor is installed with pip, either the full package for the Web app, a CLI-only package or an editable install from a source checkout, and it needs Python 3.11 or newer. `deeptutor init` runs a guided wizard through ports, LLM, embedding, search and review, writing the same settings the Web Settings page uses; `--cli` skips the ports step and `--home` targets a specific workspace.

Commands are grouped by area. `deeptutor chat` opens an interactive session and can start with a capability such as deep solve, quiz generation, deep research, visualize, math animation or mastery path, with options for knowledge base, session, notebook, language and tools like brainstorm, web search, paper search and reasoning. Further groups cover creating and searching knowledge bases from documents, managing partners (IM-connected learning companions), searching and installing skills from the ClawHub hub, interactive Books, learning memory, sessions and notebooks, and starting the API server or the full Web app.

When your agent uses it

Setting up DeepTutor for the first time
Creating a knowledge base from PDFs and chatting against it
Running quiz generation or deep research from the terminal
Starting the DeepTutor API server or Web app

Example prompts

“Set up DeepTutor for CLI-only use and walk me through the init wizard.”
“Create a knowledge base called biology-notes from these PDFs and open a chat that uses it.”
“Run DeepTutor's deep research capability on the history of vaccines.”
“List my DeepTutor knowledge bases and show details for the first one.”

Requirements

Python 3.11 or newer
DeepTutor installed with `pip install deeptutor` or `deeptutor-cli`
LLM and embedding settings from `deeptutor init`

What it can do on your machine

Read from SKILL.md and the folder at commit f07029c. It shows what the files ask for, not the result of running them.

Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships 1 file in scripts/, which the agent can run.
Shell commands in SKILL.md call:
- pip
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use pip, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

DeepTutor CLI loads about 2.3k tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 407 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it: ~48
When it runs · the whole SKILL.md, loaded when a task matches: ~2.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from HKUDS/DeepTutor at commit f07029c, republished under its Apache-2.0 licence (© HKUDS). 407 words, ~2,260 tokens.

Download SKILL.mdSave it as .claude/skills/deeptutor-cli/SKILL.md (or your agent's skills folder). This skill also uses 4097 other files; get the full folder from GitHub.

name: deeptutor-cli
description: Configure, manage, and use DeepTutor through its CLI, including capabilities, knowledge bases, partners, memory, sessions, notebooks, providers, skills, and the server or Web app.

DeepTutor CLI Skill

Teach your AI agent to configure, manage, and use DeepTutor — an intelligent learning platform — entirely through the command line.

When to Use

Use this skill when the user wants to:

Set up or configure DeepTutor
Chat with DeepTutor or run a capability (deep solve, quiz generation, deep research, visualize, math animation, mastery path)
Create, manage, or search knowledge bases
Create, manage, or run Partners (IM-connected companions)
Search, install, or manage skills from a hub (ClawHub)
Inspect or maintain interactive Books
View or manage learning memory, sessions, or notebooks
Start the DeepTutor API server or the full Web app

Prerequisites

Python 3.11+
DeepTutor installed: pip install deeptutor for the full Web app, pip install deeptutor-cli for CLI-only, or pip install -e . from a source checkout
Run deeptutor init for first-time interactive setup. It walks a guided wizard (ports → LLM → embedding → search → review) and writes the same settings as the Web Settings page under data/user/settings. Add --cli to skip the ports step for CLI-only use, or --home <path> to target a specific workspace.

Commands

Chat & Capabilities

bash

# Interactive REPL
deeptutor chat
deeptutor chat --capability deep_solve --kb my-kb --tool rag --tool web_search

# One-shot capability execution
deeptutor run chat "Explain Fourier transform"
deeptutor run deep_solve "Solve x^2 = 4" --tool rag --kb textbook
deeptutor run deep_question "Linear algebra" --config num_questions=5
deeptutor run deep_research "Attention mechanisms" --kb papers --config mode=report --config depth=standard
deeptutor run visualize "Plot the unit circle"
deeptutor run math_animator "Visualize a Fourier series"

# Capabilities accepted by `run` / `chat -c`:
#   chat, deep_solve, deep_question, deep_research, visualize, math_animator, mastery_path

# Options for `run`:
#   --session <id>         Resume existing session
#   --tool/-t <name>       Enable tool (repeatable)
#   --kb <name>            Knowledge base (repeatable)
#   --notebook-ref <ref>   Notebook reference, "<notebook_id>:<rec1>,<rec2>" (repeatable)
#   --history-ref <id>     Referenced session id (repeatable)
#   --language/-l <code>   Response language (default: en)
#   --config <key=value>   Capability config (repeatable)
#   --config-json <json>   Capability config as JSON
#   --format/-f <fmt>      Output format: rich | json (default: rich)

deeptutor chat accepts the same --session / --tool / --kb / --notebook-ref / --history-ref / --language / --config / --config-json options, plus --capability/-c <name> to set the initial capability.

Tools for --tool / -t: user-toggleable tools are brainstorm, web_search, paper_search, reason, geogebra_analysis, imagegen, and videogen. Context-gated tools (rag, exec, read_source, web_fetch, github, ask_user, …) auto-mount when their context is present, but can also be force-enabled with --tool. Run deeptutor plugin list for the full registered set.

Show full SKILL.md (163 more words)Show less

Knowledge Bases

bash

deeptutor kb list [--format rich|json]              # List all knowledge bases
deeptutor kb info <name>                            # Show knowledge base details (JSON)
deeptutor kb create <name> --doc file.pdf           # Create from documents (--doc/-d repeatable)
deeptutor kb create <name> --docs-dir ./papers      # ...or from a directory of documents
deeptutor kb add <name> --doc more.pdf              # Add documents incrementally
deeptutor kb search <name> "query text" [--mode hybrid] [--format rich|json]
deeptutor kb eval <name> --dataset qa.jsonl [--top-k 5] [--mode hybrid] [--save report.json]
#   Scores retrieval quality against a QA set (JSONL: {"query": ..., "gold": [...]});
#   reports Recall@k / Precision@k / nDCG@k / MRR / MAP / Hit@k per case and averaged.
deeptutor kb set-default <name>                     # Set as default KB
deeptutor kb delete <name> [--force]                # Delete a knowledge base

Partners

Partners are IM-connected learning companions (the former "TutorBot").

bash

deeptutor partner list                              # List all partners
deeptutor partner create <id> -n "My Tutor"         # Create and start a new partner
#   -n/--name <text>   Display name
#   -s/--soul <md>     Soul markdown (the persona)
#   -m/--model <id>    Model override
deeptutor partner start <id>                        # Start a partner
deeptutor partner stop <id>                         # Stop a running partner

Skills

Install and manage skills, including packages from external hubs (ClawHub). Hub refs use <hub>:<slug>[@version] (the hub prefix defaults to clawhub).

bash

deeptutor skill search "flashcards" [--hub clawhub] [--limit 10]
deeptutor skill install clawhub:some-skill[@1.2.0] [--name local-name] [--force] [--allow-unverified]
deeptutor skill list                                # List local skills (with hub provenance)
deeptutor skill remove <name>                       # Remove a user-layer skill

Books

Maintenance commands for the BookEngine (authoring/reading is via the Web app).

bash

deeptutor book list                                 # List all books (flags stale pages)
deeptutor book health <book_id>                     # Inspect KB drift + log.md health
deeptutor book refresh-fingerprints <book_id>       # Re-snapshot KB fingerprints

Memory

bash

deeptutor memory show [<target>]    # target: L3 (all global docs, default) | L2 (all surfaces) | a doc name (e.g. profile, chat)
deeptutor memory clear [<target>]   # target: all (default) | trace (all L1) | a surface name (clears that surface's L1)
#   --force/-f   Skip confirmation

Sessions

bash

deeptutor session list [--limit 20]                 # List sessions
deeptutor session show <id> [--format rich|json]    # View session messages
deeptutor session open <id>                         # Resume session in the REPL
deeptutor session rename <id> --title "..."         # Rename a session
deeptutor session delete <id>                       # Delete a session

Notebooks

bash

deeptutor notebook list                             # List notebooks
deeptutor notebook create <name> [--description "..."]
deeptutor notebook show <notebook_id> [--format rich|json]
deeptutor notebook add-md <notebook_id> <file.md> [--title "..."] [--type chat|question|research|solve]
deeptutor notebook replace-md <notebook_id> <record_id> <file.md>
deeptutor notebook remove-record <notebook_id> <record_id>

Providers

bash

deeptutor provider login openai-codex               # OAuth login for OpenAI Codex
deeptutor provider login github-copilot             # Validate an existing Copilot auth session

System

bash

deeptutor config show                               # Print resolved configuration
deeptutor plugin list                               # List registered tools and capabilities
deeptutor plugin info <name>                         # Show a tool/capability's schema + availability
deeptutor serve [--host 0.0.0.0] [--port 8001] [--reload]   # Start the API server
deeptutor start [--home <path>]                     # Launch backend + frontend together
deeptutor init [--cli] [--home <path>]              # Create/update workspace settings

REPL Slash Commands

Inside deeptutor chat, use these:

Command	Effect
`/quit`	Exit REPL
`/session`	Show current session id
`/status`	Print the current REPL state
`/new` or `/clear`	Start a new session context
`/regenerate` or `/retry`	Re-run the last user message
`/tool on\|off <name>`	Toggle a tool
`/cap <name>`	Switch capability
`/kb <name>\|none`	Set or clear knowledge base
`/history add <id>` / `/history clear`	Manage history references
`/notebook add <ref>` / `/notebook clear`	Manage notebook references
`/show last\|<n>`	Expand a captured tool result or thinking block
`/refs`	Show all active references
`/config show\|set\|clear`	Manage capability config

Typical Workflows

First-time setup:

bash

cd DeepTutor
pip install -e .
deeptutor init        # Interactive guided setup (add --cli for CLI-only)

Daily learning:

bash

deeptutor chat --kb textbook --tool rag --tool web_search

Build a knowledge base from documents:

bash

deeptutor kb create physics --doc ch1.pdf --doc ch2.pdf
deeptutor run chat "Explain Newton's third law" --kb physics --tool rag

Generate quiz questions:

bash

deeptutor run deep_question "Thermodynamics" --kb physics --config num_questions=5

Run the full Web app locally:

bash

deeptutor start       # backend + frontend; Ctrl+C to stop

Files

SKILL.md and 4,097 other files (scripts, assets) in the repository root of HKUDS/DeepTutor.

SKILL.md
.dockerignore
.env.example
.gitattributes
.github/ISSUE_TEMPLATE/bug_report.yml
.github/ISSUE_TEMPLATE/config.yml
.github/ISSUE_TEMPLATE/docs.yml
.github/ISSUE_TEMPLATE/eduhub.yml
.github/ISSUE_TEMPLATE/feature_request.yml
.github/ISSUE_TEMPLATE/question.yml
.github/pull.yml
.github/pull_request_template.md
.github/workflows/docker-release.yml
.github/workflows/pypi-release.yml
.github/workflows/repository-hygiene.yml
.github/workflows/tests.yml
.gitignore
.importlinter
… and 4,080 more

Open the folder on GitHubat commit f07029c

Compare with similar skills

DeepTutor CLI next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

DeepTutor CLI compared with similar skills
Skill	Stars	Used in	Tokens	Auto-check	Licence	Repo updated
DeepTutor CLI this skillHKUDS/DeepTutor	41k	—	~2.3k	Automated safety check: Pass	Apache-2.0	3 days ago
StudyVault Quiz Tutorbevibing/tutor-skills	1.3k	—	~1.4k	Automated safety check: Pass	MIT	7 mo ago
AI Engineering Project Tutorrohitg00/ai-engineering-from-scratch	65k	—	~1.6k	Automated safety check: Pass	MIT	yesterday
Claude Certification Tutorrohitg00/ai-engineering-from-scratch	65k	—	~3k	Automated safety check: Pass	MIT	yesterday
Zone of Proximal Development Practice LessonsTHU-MAIC/OpenMAIC	40k	—	~1.1k	Automated safety check: Pass	MIT	today
Generate Verifiers Envadithya-s-k/FineEnvs	421	1 repos	~2.3k	Automated safety check: Pass	Apache-2.0	yesterday

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Questions about DeepTutor CLI

What does DeepTutor CLI do?

Teaches the agent to set up and run DeepTutor from the command line: chat and capabilities, knowledge bases, partners, memory, sessions, notebooks and the server or Web app. The skill covers first-time setup and day-to-day use.11 or newer.

When should I use DeepTutor CLI?

DeepTutor CLI fits situations like: setting up DeepTutor for the first time; creating a knowledge base from PDFs and chatting against it; running quiz generation or deep research from the terminal; starting the DeepTutor API server or Web app.

How do I install DeepTutor CLI in Claude Code?

Run `npx skills add HKUDS/DeepTutor --skill deeptutor-cli -a claude-code`. Or copy the skill folder (the HKUDS/DeepTutor repository) into .claude/skills/deeptutor-cli in your project. Claude Code loads it when a task matches its description.

How do I install DeepTutor CLI in Codex?

Run `npx skills add HKUDS/DeepTutor --skill deeptutor-cli -a codex`. Or copy the skill folder (the HKUDS/DeepTutor repository) into .agents/skills/deeptutor-cli in your project. Codex loads it when a task matches its description.

Can I use DeepTutor CLI in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add HKUDS/DeepTutor --skill deeptutor-cli -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/deeptutor-cli, .gemini/skills/deeptutor-cli, .github/skills/deeptutor-cli and .opencode/skills/deeptutor-cli in your project.

What does DeepTutor CLI need to run?

Going by SKILL.md and its folder, DeepTutor CLI needs the command-line tools its instructions call (pip). Our summary lists: Python 3.11 or newer; DeepTutor installed with `pip install deeptutor` or `deeptutor-cli`; LLM and embedding settings from `deeptutor init`.

Does DeepTutor CLI access the network?

SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is DeepTutor CLI safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does DeepTutor CLI use?

DeepTutor CLI is published under the Apache-2.0 licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does DeepTutor CLI use?

About 2.3k tokens (SKILL.md is roughly 9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to DeepTutor CLI?

Skills that share tags, products or a category with DeepTutor CLI: StudyVault Quiz Tutor (bevibing/tutor-skills, 1.3k stars), AI Engineering Project Tutor (rohitg00/ai-engineering-from-scratch, 65k stars), Claude Certification Tutor (rohitg00/ai-engineering-from-scratch, 65k stars) and Zone of Proximal Development Practice Lessons (THU-MAIC/OpenMAIC, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains DeepTutor CLI?

HKUDS (a GitHub organization) maintains it in HKUDS/DeepTutor, which has 40,857 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on October 4, 2026.

Source: HKUDS/DeepTutor on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.

Install DeepTutor CLI

Facts

At a glance

What it does

When your agent uses it

Example prompts

Requirements

What it can do on your machine

Tool permissions

Runs code

Network

Credentials

Context cost

Safety

SKILL.md

DeepTutor CLI Skill

When to Use

Prerequisites

Commands

Chat & Capabilities

Knowledge Bases

Partners

Skills

Books

Memory

Sessions

Notebooks

Providers

System

REPL Slash Commands

Typical Workflows

Files

Compare with similar skills

Similar skills

More from HKUDS/DeepTutor

Related

Questions about DeepTutor CLI