Instructions for configuring and running the Runner Ralph autonomous development loop. Use when the user wants to start an automated coding session, configure a PRD, or understand how to use the runner script.
Guide for writing robust shell scripts following best practices to use bash with proper options, quote variables, use modern syntax, include debugging support, and provide help.
Transfer files between systems using HTTP, SMB, FTP, netcat, base64 encoding, and living-off-the-land techniques for both Linux and Windows. Use when moving tools or exfiltrating data.
Process a task list one sub-task at a time with pause/confirm gates, test/commit protocol, and file tracking.
Lightweight web search + fetch using only shell tools (curl + grep/sed/awk), for when codex exec has no built-in --search.
Executes work in a project repo using a startup prompt. Use when user pastes a startup prompt or asks to begin executing a session. This skill is meant for use in project repos, not in vibehub.
Implement background jobs with queues, workers, batches, chains, events, broadcasting, and failure handling. Use when processing async tasks, sending emails, or handling long-running operations.
Allows Claude to directly start Ralph-Wiggum autonomous loops without user commands. Use when user asks to "start a ralph loop", "run ralph", "keep working until done", or when a complex task would benefit from multiple iterations.
Run jobs on CU Boulder CURC HPC cluster (Alpine). Use when simulations need more compute than the local workstation, for large-scale parallel jobs, or when GPU resources are needed beyond local availability. You have full SSH access - work like a researcher.
Execute a single plan file with full dependency validation, configuration options (auto-commit, README update, CLAUDE.md update), conflict detection, and PROGRESS.md tracking. Blocks execution if dependencies are not met. Use when user wants to run a specific plan, execute a plan file, or implement a single plan.
Ensure commands and paths are safe across Windows + WSL + Docker (PowerShell vs bash, path translation, permissions). Use when instructions touch shell, filesystem, Docker, or OS-specific behavior.
Expert in legacy Windows PowerShell 5.1. Specializes in WMI, ADSI, COM automation, and maintaining backward compatibility with Windows Server environments. Use for Windows-specific automation on legacy systems. Triggers include "PowerShell 5.1", "Windows PowerShell", "WMI", "ADSI", "COM object", "legacy PowerShell".
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-blocking operations.
Unified UV CLI scripts collection with builder-skill_ prefix following IndieDevDan patterns for system analysis, code generation, development tools, and automation
Python interoperability setup using libpython-clj for Clojure agent development. Includes Python environment configuration, module importing strategies, data type conversion between Python and Clojure, NumPy/Pandas/HuggingFace integration, virtual environment setup, and performance optimization. Use when integrating Python ML libraries, setting up data science workflows, troubleshooting Python interop issues, working with NumPy arrays or Pandas DataFrames, or calling HuggingFace transformers from Clojure.
Run Stata code by copying it into tempdo.do and executing the file. Use this when the user wants to run Stata code, test a figure, execute a do-file section, or run regressions. This workaround ensures graphs display correctly and multi-line commands with /// work properly.
Generate execution plan from Song Design Spec (SDS). Extracts section structure, calculates target metrics, and produces ordered work objectives for downstream workflow nodes. Use when processing SDS to determine song arrangement, section ordering, target word counts, and evaluation criteria.
How to use the .NET 10 `dotnet run app.cs` feature. Use this skill when you need to run an existing single-file C# script, create a new C# script, run an ad-hoc C# script (e.g. to test the behavior of a C# snippet), or work on an existing C# script already in the repo. Covers how to run C# scripts and their syntax.
Procedures for building, verifying, and deploying the application using Vantus Systems specific scripts. Use when performing ops tasks, troubleshooting builds, or explaining the deployment process.
Use when converting strategy documentation to code - translates markdown strategy docs into Python functions (for backtesting frameworks like Backtrader) and TradingView Pine Script. Activates when user says "convert to Python", "generate Pine Script", "code this strategy", mentions "backtest", or uses /trading:translate command.
