Coding & Development

動畫教學簡報：把 SOIL Teaching Deck（教學簡報六引擎）和 motion-explainer（解說動畫）接在一起，一次做出兩樣東西。A 是一份 .pptx 教學簡報，關鍵頁嵌入會動的解說動畫；B 是同一份內容的配音字幕解說影片（MP4）。使用者說「做有動畫的教學簡報」、「簡報的關鍵頁加動畫」、「SOIL 簡報加解說動畫」、「把這個單元做成簡報和動畫影片」、「投影片裡放動畫講解」，或手上已有 SOIL 簡報想把某幾頁換成動畫時，就要使用此技能。

Keep web animations inside the frame budget — animate composite-only properties, keep motion off the main thread when the page is busy, and find the cause when an animation drops frames. Covers the layout/paint/composite pipeline, cheaper property swaps, CSS vs WAAPI vs requestAnimationFrame, Framer Motion's hardware-accelerated path, React re-rendering per frame, inherited CSS variable recalculation, blur cost, and when `will-change` actually helps. Use when an animation is janky, choppy, stutters, or drops frames; when choosing which property to animate; when deciding between CSS and JS animation on performance grounds; or when reaching for `will-change` or GPU layers. For choosing easing, duration, or whether to animate at all use animate; for reviewing motion as a whole use review-animations.

Human and accessibility skill for antislop. Contrast, keyboard, focus, and states for real people. Includes the contrast checker.

Code comment hygiene for AI coding agents: remove generic AI-slop comments, keep the valuable ones, never touch the code.

Use when reviewing a pull request or local change in this repository; orients the reviewer to the project's standards (AGENTS.md, project profile, defensive patterns, Agent Notes, documentation standard, executed checks) and the review checks that code alone cannot show.

Mobile layout skill for antislop. Use for layouts that reflow across screen sizes, phone to desktop: grids, overflow, tap targets. Load with the core.

Discover and use registered local app MCP services through Universal Tools. Use when the user asks for a capability from an app registered with this broker.

GitHubのissueを起票するときの書き方（タスク用・不具合用のテンプレート、タイトル、ラベル、依存関係の書き方）。「issueを作って」「issueに起こして」「これをissueにしておいて」「バグ報告を書いて」「タスクを分割してissueにして」など、GitHubにissueを新規作成する・issue本文を下書きするときは必ず使うこと。リポジトリにissueテンプレートがあればそちらを優先する。issueを実装する作業（issue-to-pr）やPRのレビュー（pr-review）には使わない。

GitHubのissueを実装してPRを作成し、PRを監視してCI失敗やレビュー指摘に対応するスキル（実装〜レビュー指摘対応まで。マージはしない）。issue番号やissueのURLを渡されて「実装してPRを作って」「このissueをやって」「PRを出して監視して」「レビュー対応して」などと頼まれたとき、または自分が出したPRのCI失敗やレビューコメントへの対応を頼まれたときは必ず使うこと。他人のPRをレビューする側の作業（pr-review）には使わない。

Show ponytail measured impact as a scoreboard: less code, less cost, more speed, from the agentic benchmark averages. One-shot display.

Quick reference for ponytail's modes, skills, and commands. One-shot display.

Quality audit of the whole repo: bugs, security, real load, missing tests, speed, and what to delete. Most important first.

Surveys a repository's documentation and code to produce a scouting report and architecture document. Use when assessing a codebase before planning or onboarding.

Harvest every shortcut: comment into one debt ledger, so deferrals get tracked instead of forgotten. One-shot report.

Reviews diffs against repository architecture, conventions, correctness, security, and best practices. Use when assessing code changes or a pull request.

Interviews users to clarify requirements and produce a phased architecture and implementation plan. Use when scope is unclear or before implementation.

全面评审并重建知识快照，保留稳定业务身份及人工材料；只有明确选中的内容才允许修改。

using-modus 确认当前代码任务影响长期知识后，执行最小语义修订；机械检查只提供待评审候选。

Validate and package a Dramagic 3.0 character release from existing manifest and artwork, or convert a legacy 2.0 manifest with explicit author/package/version. Use for import-ready ZIP assembly, missing-reference troubleshooting and release checks. Do not generate artwork unless the user also requests it.

用于开发、评审、排障和解释 Modus 框架自身，以及基于其源码写文章、技术方案或分享材料。按项目概览、模块所有权、实现契约和验证入口渐进加载；以 modus-open 的 Python 版本为知识基线。普通业务项目使用 Modus 的任务应读取该项目的 using-modus。

Windows / macOS 本地微信 (WeChat) 与钉钉 (DingTalk) 聊天记录、通讯录、群聊与文件检索 MCP 服务运维管理指南。当需要初始化离线数据库、提取微信解密密钥 (wechat-init)、离线同步钉钉数据库 (dingtalk-init)、检索聊天历史/周报/工时，或在一键彻底清理导出的解密数据与缓存 (im-clean) 时使用。

Structured triage → mitigation → root-cause flow for live production incidents. Use when a running system is degraded or down (errors, latency, outages) and you need to restore service safely and then find the cause.

AlphaCut의 템플릿·자막·쇼츠 편집 기능을 실제 화면과 공개 자산으로 조사하거나, 고니 작업에서 확인된 AlphaCut 사용법을 재현할 때 사용한다.

고니 GitHub 저장소를 확인하고 SCV·Graphify 개발 작업을 이어갈 때 사용한다. 저장소 위치 확인, 도구 점검, 코드 관계 질의, 작업 기억 기록을 돕는다.