dotnet-build
Build .NET solution/projects using dotnet CLI. Use when task involves compiling, restoring dependencies, or building artifacts.
Build .NET solution/projects using dotnet CLI. Use when task involves compiling, restoring dependencies, or building artifacts.
Execute tasks from the bilu board (src/board/tasks + src/board/default.json), following the embedded implementation plan and keeping the board status updated.
Execute implementation tasks in autonomous coding. Use when running feature implementations, executing build tasks, processing feature queue, or orchestrating task completion.
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Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv.
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Implement pipeline orchestration with step-based structure. Use when: building training/prediction pipelines, orchestrating multiple components. Triggers: "pipeline", "trainer", "predictor", "ใใคใใฉใคใณ", "ใฏใผใฏใใญใผ", "ใชใผใฑในใใฌใผใทใงใณ".
Use the /parallel-exec slash command to run tasks with automatic agent parallelization. Use when: work can be decomposed into parallel subtasks.
Python environment setup with uv, shared utilities, and script structure guidelines.
Run a one-shot command in a sandbox (creates, executes, destroys). Requires authentication. Use for Agentuity cloud platform operations
Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.
Wraps shell commands to resolve secret references in environment variables to their actual values. Always use when invoking synu, crush, gh, hut, etc. Ask whether to use if an invocation fails due to missing credentials.
Implements asynchronous programming patterns using Task, ValueTask, and ConfigureAwait in .NET. Use when building non-blocking I/O operations or improving application responsiveness.
Executes multi-step workflows by chaining Betty Framework skills.
Create self-extracting Bash scripts that embed any payload (archives, executables, configs) using base64 encoding. Use when creating portable single-file installers, deployment packages, or distributing files without external dependencies.
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Launch the Ralph execution loop to process mission objectives. Use when ready to execute a planned mission with the Pod/Worker/Inspector/Analyst cycle.
Execute C# code dynamically in Unity Editor via uloop CLI. Use for editor automation: (1) Prefab/material wiring and AddComponent operations, (2) Reference wiring with SerializedObject, (3) Scene/hierarchy edits and batch operations. NOT for file I/O or script authoring.
Process tasks using async background subagents for massive parallelization and speedup.
Execute bash commands and scripts safely with validation, error handling, and security checks. Use for system operations, file management, text processing, and command-line tools.
Use when writing async code, using asyncio.gather, handling concurrent operations, or when user mentions "asyncio", "async", "await", "gather", "concurrent", "parallel tasks", "fail-fast", "timeout", "race condition", "cancellation".
Use when improving run configuration, seeding, and reproducibility for Python research code.