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Set up Zero and retrieve workflow guidance matched to the installed compiler. This skill helps agents load the references needed for editing, checking, and testing code, while preserving the compiler version already used by the project.

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• Set up Zero when it is not installed
• Load guidance matched to the project's compiler
• Find code editing and testing workflows

Write and review Gradio demos for Hugging Face ZeroGPU. Configure GPU time limits and dependencies, and troubleshoot errors caused by separate worker processes, shared state, concurrent requests, or CUDA package installation.

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• Review GPU handlers in a Gradio demo
• Tune GPU duration and quota usage
• Fix PicklingError and stale state across worker processes

Operate Agent Zero projects, chats, and tasks, or develop new tools, extensions, and API features. The skill guides work through existing APIs, relevant documentation, current source code, and checks appropriate to the change.

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• Manage Agent Zero projects and chats
• Develop custom tools and extensions
• Add API endpoints or WebUI features

Build, improve, review, or troubleshoot Agent Zero plugins for local use or community distribution. Follow plugin structure and installation rules, verify behavior in the target runtime, and prepare repository and Plugin Index contributions when requested.

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• Building an Agent Zero plugin for local use
• Reviewing an existing plugin's structure and behavior
• Investigating plugins that fail to load or run

Create and refine reusable workflows for Agent Zero. Organize SKILL.md, supporting references, scripts, and assets; choose where skills belong; and check that ordinary user requests can find, load, and use the intended workflow.

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• Turn a recurring task into an Agent Zero skill
• Review skill descriptions and file organization
• Rename or move a skill and update its references

Get guidance for installing A0 CLI on Windows, macOS, or Linux and connecting it to Agent Zero for local file and host tool access. Troubleshoot installation, instance discovery, and connection errors step by step.

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• Installing A0 CLI on a personal computer
• Connecting Agent Zero to local files and host tools
• Entering the correct URL when discovery fails

Build and maintain machine learning apps on Hugging Face Spaces. Choose a suitable app framework and computing hardware, load models, deploy files, and check logs and outputs to diagnose build or runtime problems.

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• Publishing a machine learning demo
• Adapting an existing Gradio app for ZeroGPU
• Diagnosing Space build or runtime failures

AI demos and GPU compute with Gradio Spaces and Hugging Face Spaces ZeroGPU. Use when writing or reviewing code that uses `@spaces.GPU`, configuring `python_version` or `requirements.txt` for a ZeroGPU Space, or handling ZeroGPU-specific code constraints — pickle-based process isolation, `gr.State` semantics across the worker boundary, no `torch.compile` (use AoTI instead), CUDA wheel-only builds (no `nvcc` at build or runtime), large vs xlarge sizing, and dynamic duration callables. Make sure to use this skill whenever the user mentions ZeroGPU, `@spaces.GPU`, or the `spaces` Python package, or hits ZeroGPU-specific code errors like `PicklingError` across the worker boundary, `illegal duration`, or `flash-attn` wheel-build failures — even when the user does not explicitly ask for ZeroGPU coding guidance. Trigger on `import spaces` or `@spaces.GPU` in code.

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Operate Agent Zero's built-in Linux desktop to work with LibreOffice, files, and terminal apps. The skill guides visual layout checks, live spreadsheet edits, and saved-result verification within the internal desktop environment.

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• Inspect and adjust document or slide layouts in LibreOffice
• Update spreadsheet cells visibly in Calc
• Browse project files in the desktop file manager

Create reusable slash commands for Agent Zero using YAML configuration files paired with text templates or Python scripts. It helps choose project or global scope, update existing commands, and report the saved files and exact command to invoke.

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• Turn repeated requests into reusable slash commands
• Create commands available only within a project
• Create commands shared across projects

Find Agent Zero plugins that match a task, compare candidates and their requirements, and manage installation, updates, settings, activation, and removal. It also supports security scans and checks the resulting plugin state through framework management APIs.

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• Find and compare plugins for a specific task
• Review service, credential, and cost requirements before installation
• Scan, install, or update a plugin

Create specialized Agent Zero profiles by defining their roles, working methods, and delegation criteria. The skill prepares configuration files and instructions, with optional custom tools, extensions, and model preset selection when needed.

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• Create a specialist agent for data analysis
• Define when to delegate work to an agent
• Customize an agent's workflow and response format

Create, edit, and install extensions for Agent Zero Browser, including extensions from Chrome Web Store. It guides permission reviews and checks for suspicious behavior, with new extensions built as readable files that users can inspect.

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• Create a browser extension for a specific website
• Modify an existing extension
• Install an extension from Chrome Web Store

Design and validate rules that limit communication between servers and containers to necessary connections. The skill covers traffic mapping, label-based policies, staged enforcement, and checks for unauthorized movement between systems within a zero trust architecture.

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• Planning communication rules for a zero trust network
• Separating production and development environments
• Restricting access to critical applications

Deploy a Software-Defined Perimeter that connects verified users to authorized applications. Configure single-packet authorization, mutual certificate authentication, access policies, and monitoring, then test whether unauthorized connections and access between applications are blocked.

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• Building zero trust access to internal applications
• Hiding services from unauthenticated network scans
• Testing certificate authentication and access restrictions

Delegate development tasks to external coding agents such as Codex and Claude Code through command-line tools. Choose local or container execution, check setup, provide a self-contained task brief, and inspect important changes afterward.

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• Delegating project work to a local coding agent
• Running a coding agent inside an Agent Zero container
• Checking CLI setup before assigning a task

Build and publish a browser demo for a supplied LoRA, a model adaptation for image or video tasks. Tailor the Gradio interface to its inputs and follow the model’s recommended settings on Hugging Face Spaces.

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• Share a trained LoRA through a browser demo
• Build an interface tailored to image editing or video generation
• Apply recommended trigger words and generation settings

Deploy SageMaker endpoints, the services that answer model requests, with automatic capacity scaling, CloudWatch alarms, and resource tags. Supports real-time and asynchronous inference, scaling down to zero instances, deployment checks, and resource cleanup.

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• Deploying a real-time model endpoint
• Scaling a sparse workload down to zero instances
• Running long inference jobs asynchronously

Set up Cloudflare Access and Tunnel to protect internal applications using user identity and device health checks. Covers application access policies, WARP device enrollment, and audit logging for teams replacing VPN access.

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• Replace VPN access with application-specific permissions
• Expose internal apps without opening inbound ports
• Limit contractors to approved applications

Helps configure and troubleshoot DeepSpeed for training large models across multiple devices. Covers memory optimization, parallel training, and DeepNVMe storage transfers, with examples for tuning data movement and configuring models that divide work among specialized components.

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• Configuring distributed training for large models
• Tuning tensor transfers to NVMe storage
• Setting up models with specialized expert components

Implement and troubleshoot large-model training with DeepSpeed across multiple GPUs. The skill covers memory optimization, parallel training, and numerical precision choices, alongside examples for storage transfers and models that divide work among specialized components.

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• Review settings for distributed model training
• Tune transfers between NVMe storage and tensors
• Configure training with specialized model components

Audit C/C++ and Rust code for secrets left in memory. It checks missing or incomplete wipes, examines compiler output for removed cleanup operations, and produces reports with evidence and suggested fixes.

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• Auditing cryptographic key cleanup
• Checking password and token memory wipes
• Investigating cleanup removed by compiler optimization

D-ZERO の CSS コーディング規約。CSS を書く・編集する・レビューするときに使う。コンポーネントのスタイル、レイアウト、レスポンシブ、カスタムプロパティ、セレクタ設計に適用する。

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D-ZERO の JavaScript/TypeScript コーディング規約。JS/TS を書く・編集する・レビューするときに使う。イベント処理、DOM 操作、状態変更、ライブラリ追加、スクリプト読み込みに適用する。

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