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Coordinate AI agents acting as company executives through shared question and response formats. The skill defines limits on repeated calls, independent analysis, peer checks, conflict reporting, and decision records to support cross-functional reviews and board meetings.

中文简介正在准备中。当前显示英语简介。

• Coordinating financial, technical, and hiring analysis
• Running board meetings with independent role perspectives
• Making conflicting findings and assumptions explicit

Delegate research, coding, and testing from Claude Code to opencode workers. Run independent tasks in parallel with separate Git working directories, combine findings, track token use, and compare solo execution with coordinated workers.

中文简介正在准备中。当前显示英语简介。

• Delegate a small task to one opencode worker
• Implement independent changes in parallel
• Review a diff from four perspectives

Build, run, and debug the Kilo JetBrains plugin using its Gradle workflows. It covers isolated development storage, chat logs, sandbox recovery, and switching between a pinned CLI release and locally built CLI code.

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• Build a versioned plugin ZIP for testing
• Run the plugin in a sandbox or split mode
• Inspect chat logs and session events

Set up a separate Git working directory for a new task or an existing branch, pull request, or commit. Detect and reuse existing isolation, prefer the agent environment's worktree tools, and report the working path and branch.

中文简介正在准备中。当前显示英语简介。

• Starting a feature in a separate working directory
• Isolating an existing branch or commit
• Preparing a separate workspace for pull request review

Creates two HTML test pages for comparing a released Handsontable version with a local build. Matching configurations and reproduction steps help reviewers visually check bugs, fixes, and new features in isolation.

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• Create a minimal page that reproduces a bug
• Compare a released version with a local fix
• Prepare manual testing pages for a pull request

Audit and strengthen security for applications running on GKE. Configure pod traffic restrictions, sandbox isolation, namespace security standards, and Secret Manager volume mounts to protect workloads at the application and namespace level.

中文简介正在准备中。当前显示英语简介。

• Auditing GKE security settings
• Restricting communication within a namespace
• Isolating risky pods and applying security standards

Manage separate local development environments for multiple branches using the project's pnpm worktree CLI. Each environment has its own ports and dependencies, with options to share Supabase or isolate database changes for testing.

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• Running and testing multiple branches at the same time
• Testing database migrations in a separate database
• Reusing an existing worktree for related fixes

Run untrusted or AI-generated code in temporary microVMs, small virtual machines isolated from the host. Execute a snippet in one call, manage multi-step sessions, and read or edit files inside the sandbox.

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• Run AI-generated code in an isolated environment
• Execute a snippet and collect its output
• Perform temporary builds or integration tests

Design systems where multiple agents work with separate task information. Choose coordination structures, define handoffs and shared state, and plan parallel work while checking whether communication costs and failure risks justify using more than one agent.

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• Split large tasks across separate agent contexts
• Run independent research tasks in parallel
• Define handoffs between specialized agents

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.

中文简介正在准备中。当前显示英语简介。

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

Investigate errors and unexpected behavior through reproduction, isolation, diagnosis, and a proposed fix. Receive a structured report covering the root cause, necessary code or configuration changes, and suggested tests to prevent the issue from returning.

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• Investigate an error message or stack trace
• Diagnose behavior that differs between staging and production
• Trace a failure that appeared after deployment

Prepare a separate Git working directory for feature development, then install project dependencies and run baseline tests. Check for existing isolation first, use native worktree tools when available, and otherwise fall back to Git.

中文简介正在准备中。当前显示英语简介。

• Starting feature development in a separate working directory
• Preparing a workspace before executing an implementation plan
• Reusing an existing isolated workspace

Assess Docker, containerd, and Podman environments for weaknesses that could expose the host system. The skill organizes checks for excessive permissions, exposed runtime sockets, and known vulnerabilities, alongside indicators defenders can monitor.

中文简介正在准备中。当前显示英语简介。

• Assessing container isolation
• Reviewing permissions and exposed runtime sockets
• Checking known runtime vulnerabilities

Build isolated code execution environments on Cloudflare Workers for AI-generated code, scripts, and build pipelines. Covers running commands, managing files, preserving interpreter state, exposing service previews, and cleaning up sandbox resources.

中文简介正在准备中。当前显示英语简介。

• Build an execution environment for AI-generated code
• Run build and test pipelines in isolation
• Preview a web service running in a sandbox

Design and review how a system is divided into modules, cohesive parts with clear responsibilities. Evaluate data ownership, communication rules, dependencies, and failure handling, and decide when to split or merge parts without assuming a particular technology.

中文简介正在准备中。当前显示英语简介。

• Define responsibilities and boundaries for a new module
• Review dependencies between system modules
• Clarify data ownership and communication rules

Automate browser work with a command-line tool for AI agents. Extract JavaScript-rendered content, fill forms, upload files, capture screenshots and network responses, and manage separate browser sessions for tasks involving multiple accounts or manual assistance.

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• Extract content from JavaScript-rendered pages
• Automate form entry and file uploads
• Inspect page appearance through screenshots

Carry out a validated development plan in an isolated Git worktree, a separate working directory. Coordinate parallel implementation, run quality checks, update documentation, and take the changes through pull request creation, merging, execution metrics, and cleanup.

中文简介正在准备中。当前显示英语简介。

• Implementing a validated development plan
• Running dependent tasks in parallel stages
• Preparing failing tests before implementation

Create a separate Git working directory for feature development without switching your current branch. The skill checks branch names and ignore settings, prepares dependencies, and starts background checks, with options for separate dependency installation.

中文简介正在准备中。当前显示英语简介。

• Starting feature work in a separate working directory
• Preparing a workspace for a bug fix
• Testing dependency upgrades with a fresh installation

Review Swift async/await code, which runs tasks without blocking while waiting. Check shared state, task structure, cancellation, streams, and migration issues, then receive file-specific findings with before-and-after fixes and a prioritized summary.

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• Checking actor isolation and shared-state handling
• Reviewing task structure and cancellation
• Investigating strict concurrency compiler errors

Investigate code errors through a structured process using reproduction steps, logs, and testable explanations. The workflow guides fault isolation, fixes, and follow-up checks, with common error patterns for Python, JavaScript/TypeScript, and Bash/Zsh.

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• Investigating an error using logs and reproduction steps
• Finding why code broke after a recent change
• Troubleshooting common shell script errors

Create or review Blazor components, reusable parts of a web interface. Covers passing data and events between parent and child components, content templates, asynchronous work, display states, and resource cleanup when components are removed.

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• Creating reusable Blazor interface components
• Reviewing data and event flow between parent and child components
• Implementing debounced actions and periodic updates

Test chatbots and AI agents for injected instructions, data leaks, and unauthorized access across accounts. It emphasizes reproducible evidence, verified external requests, and real data access rather than trusting the model's claims.

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• Test document-based prompt injection
• Verify data leaks through tools or rendered images
• Check data isolation between accounts

Assess the storage and retrieval layers of RAG systems, which search documents to support AI answers. Test persistent document poisoning, cross-tenant access, source-text leaks, and manipulated search rankings using independently verifiable evidence.

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• Reviewing shared knowledge bases and document chatbots
• Testing access isolation between accounts or organizations
• Checking source text and metadata in search results

Investigate IDOR, an access control flaw that exposes other users' resources through changed IDs. The skill guides REST API and GraphQL testing, checks boundaries between organizations, and helps document reproducible data exposure or unauthorized changes.

中文简介正在准备中。当前显示英语简介。

• Check access controls between two user accounts
• Test data isolation between organizations
• Review GraphQL permissions for individual resources