DeepTutor

DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.

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
Diagnose problems in an existing DeepTutor installation
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 (EduHub or 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 3.11–3.14
DeepTutor installed: pip install deeptutor for the packaged full Web app, pip install -e . for a full source checkout, or pip install -e ./packaging/deeptutor-cli for CLI-only from source. Full source installs also need Node.js 22 LTS and npm ci --legacy-peer-deps in web/.
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.

Agent Setup

When the user asks you to install, configure, or troubleshoot DeepTutor, follow docs-for-user/AGENT_SETUP.md. It covers cloning, environment preparation, credential sources, optional RAG/search, startup, and verification, plus a troubleshooting approach for existing installations. Read it before changing settings; reuse existing checkouts and preserve the user's files. Keep DEEPTUTOR_HOME consistent for all commands.

deeptutor init --non-interactive          # Create missing defaults; no model selected
deeptutor config providers               # Discover supported providers as JSON
deeptutor config apply setup.json --check # Validate without settings writes/network
deeptutor config apply setup.json         # Apply complete setup profiles from JSON
deeptutor config show                    # Inspect configuration with credentials redacted
deeptutor doctor --format json           # Check local readiness
deeptutor doctor --online --format json  # Small live LLM request (provider usage)

Use the guide's setup JSON schema, with api_key_env referencing a credential in the CLI process's environment. Never print keys or place literal keys in the setup JSON. For missing credentials/model choices, ask the user for the source/selection; continue independent preparation. Use the installed CLI's --help to confirm commands when working with an older release. Saving settings is not proof of readiness: report actual verification and any unfinished step.

Commands

Chat & Capabilities

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

# One-shot capability execution
deeptutor run chat "Explain Fourier transform"
deeptutor run deep_solve "Solve x^2 = 4" --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`:
# Discover current capabilities and tool availability with `deeptutor plugin list`.

# 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, memory, notebook, …) mount according to context/capability rules; --tool does not bypass those rules. Mount a knowledge base with --kb for RAG. Run deeptutor plugin list for the registered set.

Knowledge Bases

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").

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 EduHub and ClawHub. Hub refs use <hub>:<slug>[@version] (the hub prefix defaults to eduhub).

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).

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

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

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

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

deeptutor provider login openai-codex               # OAuth login for OpenAI Codex
deeptutor provider login github-copilot             # Sign in through GitHub device flow
deeptutor provider login codebuddy                  # Validate CodeBuddy SDK login / open login

System

deeptutor config show [--home <path>]               # Print resolved configuration (redacted)
deeptutor config providers                          # Supported setup providers as JSON
deeptutor config apply <file.json> [--check] [--home <path>] # Apply/validate setup JSON
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>] [--detach] [--no-browser] # Launch backend + frontend
deeptutor stop [--home <path>]                      # Stop a detached launcher
deeptutor init [--cli] [--home <path>] [--non-interactive] # Wizard or missing defaults
deeptutor doctor [--online] [--format json]         # Local readiness / optional live LLM probe

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:

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

Daily learning:

deeptutor chat --kb textbook --tool web_search

Build a knowledge base from documents:

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

Generate quiz questions:

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

Run the full Web app locally:

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