Coding & Dev Tools

Ralph Init deprecated skill

Run a comprehensive code review

Weekly engineering retrospective. (gstack)

iMessage/SMS CLI for listing chats, history, watch, and sending.

Discord ops via the message tool (channel=discord).

Foodora-only CLI for checking past orders and active order status (Deliveroo WIP).

Control Sonos speakers (discover/status/play/volume/group).

Monitor blogs and RSS/Atom feeds for updates using the blogwatcher CLI.

Search and analyze your own session logs (older/parent conversations) using jq.

Terminal Spotify playback/search via spogo (preferred) or spotify_player.

每完成一个任务或模块后收尾：多余物检测 + 更新文档 + 写下一轮当前任务 + 提醒 git。

接活分诊 + 新项目初始化。用户说「开始干活」「接个新项目」，或当前代码根没有 CONTEXT.md 时用。

Use this when the system needs queue-backed processing design, message handling rules, delivery semantics, dead-letter strategy, or throughput planning. Trigger on requests about queues, brokers, message processing, and consumer coordination.

Use when building or planning a Supabase Edge Function for authenticated server logic, webhooks, background triggers, third-party integrations, or privileged operations. Trigger on requests to create or review edge functions in a Supabase system.

Use this when a Python service, package, or repository needs a maintainable internal structure for modules, domain logic, adapters, config, entrypoints, and tests. Trigger on requests about project layout and internal organization for Python systems.

Prioritize features for an MVP or first release. Use when the team has too many ideas and needs must-have vs later vs never-for-v1 decisions tied to the core value loop, user pain, operational shortcuts, and launch feasibility.

After cloning a repository, scan for skill definitions and load them on demand. Always use this after cloning any repo.

Use this skill after completing code changes to review for reuse, quality, and efficiency. Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality.

Expert tmux session, window, and pane management for terminal multiplexing, persistent remote workflows, and shell scripting automation.

Write efficient C code with proper memory management, pointer

SymPy is a Python library for symbolic mathematics that enables exact computation using mathematical symbols rather than numerical approximations.

Post-process AI-generated text through the unslop CLI to strip AI writing patterns before publishing

Secure-by-default environment variable management for Claude Code sessions.

Write idiomatic Ruby code with metaprogramming, Rails patterns, and performance optimization. Specializes in Ruby on Rails, gem development, and testing frameworks.

Defines a testable hypothesis with clear success metrics and validation approach. Use when forming assumptions to test, designing experiments, or aligning team on what success looks like.

Facilitates and documents a team retrospective capturing what went well, what to improve, and action items. Use at the end of sprints, projects, or milestones to reflect and improve team practices.

Creates a clear problem framing document with user impact, business context, and success criteria. Use when starting a new initiative, realigning a drifted project, or communicating up to leadership.

Guides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected error. Use when you need a systematic approach to finding and fixing the root cause rather than guessing.

Advanced Zephyr RTOS kernel services. Covers inter-thread communication using Zbus (pub/sub), behavioral management with the State Machine Framework (SMF), background processing via work queues, and persistent configuration with the Settings subsystem. Trigger when building modular application architectures, complex state-driven logic, or requiring persistent data storage.

Foundational skills for Zephyr RTOS development. Covers essential Embedded C patterns (BIT, CONTAINER_OF), real-time concurrency primitives (mutexes, semaphores, spinlocks), hardware literacy (datasheet-to-DTS mapping), and defensive programming. Trigger when writing core application logic, drivers, or troubleshooting foundational behavior.

基于用户素材与可选外部发现搭建 ΩmegaWiki，并用并行 `/ingest` 完成最终论文集的消化

每日从 arXiv 拉取新论文，过滤相关性，auto-ingest 高优先级论文，检测 SOTA 更新

基于已摄取文献和本地数据，生成经管实证研究设计：问题、机制、变量、模型、识别、机制、异质性、稳健性

Specialist orchestrating codex exec / Antigravity CLI through dual paradigms — COMPETE (multi-variant comparison, select best) and COLLABORATE (decompose tasks across engines, integrate). Supports Solo/Team/Quick execution modes.

用于只读查询 Sentry issues、events 和服务健康数据，汇总线上错误并辅助生产问题排查。

Guardian of V.A.I.R.E. quality standards (Value/Agency/Identity/Resilience/Echo). Handles pre-release evaluation, scorecard assessment, and pass/fail determination. Use when UX quality gates are needed. Does not write code.