✨Data Intelligence Lab@HKU✨

Build and edit audio projects through an Audacity command-line interface: arrange and trim clips, adjust tracks, configure effects, add labels, and render audio files while retaining project state and undo history.

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• Trim, split, and arrange audio clips
• Adjust track volume, pan, mute, and solo
• Configure effects and add timeline labels

Manage AI coding tool configurations through CC Switch from the terminal. Switch active providers, adjust settings, enable MCP servers that connect agents to external tools, and inspect API usage, costs, installed skills, and conversation sessions.

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• Switching the active provider for an AI coding tool
• Reviewing API usage and costs
• Enabling MCP servers and adjusting settings

Inspect and edit Live2D Cubism model files from the command line. Check referenced assets, adjust motion and expression settings, compare versions, process multiple models, and prepare model files for distribution without opening Live2D Editor.

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• Check for missing assets and unused files
• Adjust motion fade times across multiple models
• Compare model versions

Turn recurring GUI workflows into macros that agents can call from the command line with parameters. Define and inspect macros, simulate runs before making changes, and review structured results and execution history.

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• Repeat export tasks with different output paths
• Check macro parameters before making changes
• Create a YAML macro for a recurring workflow

Use the MiniMax API from the command line to generate chat responses and turn text into speech. Select models and voices, adjust speech settings, and save audio files for further use.

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• Generate explanations or writing through chat
• Receive text responses as they are generated
• Save written text as spoken audio

Manage JumpServer hosts, users, accounts, and access permissions through commands. Agents can inspect active connections and audit logs, preview changes before execution, and receive structured results for further processing.

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• Inventory hosts and inspect asset details
• Create users and configure asset access
• Review failed logins and operation logs

Inspect NSLogger logs from iOS and macOS apps, filter messages by severity, tag, text, or thread, summarize counts, export text, JSON, or CSV, and receive live logs for debugging.

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• Review errors in a captured app session
• Find network failures by tag and message text
• Export logs as JSON or CSV for analysis

Build video edits through commands: import media, arrange and trim clips, and add effects or transitions. Save project state as JSON and generate Kdenlive/MLT XML, with undo and redo support during editing.

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• Arrange imported clips across timeline tracks
• Trim and split clips at specified points
• Configure effects and transitions

Manage Obsidian notes through its Local REST API. Search a vault, create or update notes, append content, and execute Obsidian commands from the command line, with JSON output for agent workflows.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Find meeting notes in a vault
• Create project notes and append updates
• Find notes by metadata conditions

Operate NVIDIA Nsight Graphics from the command line to capture application frames and GPU activity. Summarize performance traces, analyze existing capture files through ngfx-replay, and check installed versions and compatibility before starting an investigation.

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• Check installed Nsight Graphics versions and compatibility
• Capture frames from a graphics application
• Summarize GPU activity and investigate performance bottlenecks

Set up and inspect an Ethereum node through a command-line interface. Install execution and consensus clients, configure validator metadata, expose RPC access for external requests, and retrieve structured health reports for agent workflows.

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• Set up a new Ethereum node host
• Install chosen execution and consensus clients
• Configure RPC access through Nginx or Caddy

Manage Ollama models and run text generation, chat, and embeddings, which represent text as numerical vectors, through command-line requests. Check server status, inspect model details, and receive structured JSON output for agent workflows.

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• Download models and inspect their details
• Generate text or chat with a chosen model
• Convert text into numerical vectors

Build Blender 3D scenes through text commands, adjusting objects, materials, lights, cameras, and animation keyframes. Render the scene or generate preview images to check its appearance, with scene state saved in JSON for later editing.

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• Build a 3D scene from basic shapes
• Adjust materials, lighting, and camera settings
• Set animation keyframes and frame ranges

Create and edit QGIS map projects from the terminal. Add geographic features and attributes, arrange maps and labels in print layouts, export PDFs or images, and run QGIS algorithms for processing geographic data.

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• Creating a map project and adding points
• Adding geographic features and attributes
• Exporting labeled maps as PDFs or images

Debug programs with LLDB while keeping session state across commands. Set breakpoints, inspect variables and memory, and examine core dumps, with JSON results for agents and a debug adapter interface for editor clients.

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• Inspect variables where a program stops
• Investigate a crash using a core dump
• Debug a running process

Automate browser tasks by exploring Chrome pages like folders. Agents can list page elements, read and search text, click controls, and fill forms through commands, with structured output and a persistent connection mode.

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• Explore page structure and read content
• Find text and click matching page elements
• Enter text into forms

Send prompts to Novita AI models such as DeepSeek and GLM from the command line. Retrieve answers as readable text or structured JSON, stream responses as they arrive, and check available models and API connectivity.

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• Send questions to DeepSeek or GLM
• Display responses as they arrive
• Retrieve AI responses as JSON

Prepare OBS Studio scene collections through commands. Add scenes and sources, adjust layout and audio, configure transitions and output settings, and save the project as JSON with undo and redo support.

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• Create and duplicate scenes for a broadcast
• Adjust source position, size, and cropping
• Set audio volume, mute, and monitoring

Find Mubu documents and daily notes, inspect their outline structure, and edit individual items through commands. Agents can preview changes before execution, add child items, update text, and retain the current document context between commands.

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• Find the current daily note
• Search document items and notes
• Preview text updates and child item creation

Process musical scores through MuseScore 4 from the command line. Transpose music, extract individual parts, add or remove instruments, inspect score differences, and export sheet music, audio, MIDI, MusicXML, or Braille files.

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• Transpose a score to another key or pitch
• Extract individual parts from a full score
• Export scores as PDF, audio, or MIDI

Evaluate 3D point clouds and movement trajectories against reference data with CloudAnalyzer. Prepare inputs, measure differences, apply quality thresholds, inspect results visually, and track baseline history for mapping, localization, and perception workflows.

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• Compare a generated point cloud with reference data
• Measure errors in estimated movement trajectories
• Check ground segmentation against quality thresholds

Manage Godot projects from the command line: create scenes, inspect their structure, add nodes, run GDScript, and check syntax. Build exports using configured presets, with JSON output available for agents.

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• Create a Godot project and its first scene
• Inspect scene structure and add nodes
• Run GDScript tools and check syntax

Clean messy tabular data through OpenRefine using command-line operations. Import files, inspect rows, apply reusable JSON transformation histories, and export cleaned CSV or TSV data, with session support for undoing and redoing changes.

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• Remove extra spaces from names in a CSV file
• Reuse the same cleaning steps on another dataset
• Inspect sample rows before and after transformation

Edit screen recordings from the command line with zoom effects, speed changes, cuts, cropping, and text annotations. Adjust backgrounds and framing, review rendered previews, and export the finished video as MP4 or GIF.

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• Create a demo video from a screen recording
• Zoom in on important steps
• Cut or speed up waiting time