ไพๅญ้ขไฟ็ฎก็ใฌใคใใSwift Package ManagerใCocoaPodsใnpmใpip็ญใฎใใใฑใผใธใใใผใธใฃใผ้็จใใใผใธใงใณ็ฎก็ใใปใญใฅใชใใฃใขใใใใผใใใฉใคใปใณใน็ฎก็ใชใฉใไพๅญ้ขไฟใฎๅน็็ใช็ฎก็ๆนๆณใ
Configure build systems, optimize bundle size, manage exports for ESM/CJS, and publish packages to NPM. Updated for Vite 6, tsup 9, TypeScript 5.9.
Bun runtime for running scripts, testing, building, and project initialization - optimized flags for fast feedback and minimal output.
Parse URLs in CSV files and extract query parameters as new columns. Use when working with CSV files containing URLs that need parameter extraction and analysis.
Run commands with timeout protection to prevent hanging. Use for potentially long-running tests or operations.
ActiveJob and background processing patterns for Rails. Automatically invoked when working with background jobs, Sidekiq, async processing, job queues, scheduling, or the app/jobs directory. Triggers on "job", "background job", "ActiveJob", "Sidekiq", "async", "queue", "perform_later", "worker", "scheduled job", "cron", "retry", "idempotent".
Shell scripting expertise, command-line tools, automation, and cross-platform scripting best practices. Covers shell script development, CLI tool usage, and system automation with bash, zsh, and POSIX shell. Use when user mentions shell scripts, bash, zsh, CLI commands, pipes, command-line automation, or writing portable shell code.
Babashka scripting for fast Clojure execution. JVM-less scripting with GraalVM native compilation and sci interpreter.
Core automation scripts for archetype selection, evidence validation, quality scoring, and safe bash execution
Safe schedule generation with mandatory backup. REQUIRES database backup before any write operations to schedule tables. Use when generating schedules, bulk assigning, or executing swaps.
Ethical and effective web scraping techniques, anti-bot evasion, legal compliance, and data extraction strategies
UV/UVX zero-install Python with comma-syntax deps, justfile patterns, PEP 723 scripts
Maintain helper scripts under scripts/ for this repo (update_direct_from_cn.py, update_dns.py, update_dns_rules.sh, update_zashboard.sh). Use when creating, modifying, or documenting these scripts, or when wiring their outputs into repo files or cron tasks.
Execute an assigned granary task as a sub-agent. Use when you receive a task ID to complete.
Shell scripting best practices. ์ ธ ์คํฌ๋ฆฝํธ ์์ฑ, ๋ฐฐ์ ์คํฌ๋ฆฝํธ.
Use when creating or updating Celery tasks, async job logic, or Beat schedules in the backend.
PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling.
