统一资产生成 skill：接受 `--type=character|scene|prop|product`，或不传自动扫所有 pending（缺 sheet）资源并按类型分发。当用户说“生成角色图”/“生成场景图”/“生成道具图”/“生成商品图”、想为新资产创建参考图、或有资产缺少 *_sheet 时使用。

当用户要求把采用 JSON 提交后轮询协议的视频供应商接入 ArcReel，或要求编写、验证、测试、保存自定义调用端点定义时使用。

为 CC GUI 桌面客户端创建、修改、迭代插件（Tier-0 声明式 CSS/JSON，或 Tier-1 单文件 ESM）。当用户要"做一个插件 / 给 CC GUI 加个功能 / 改输入框或界面样式 / 加设置页、侧边栏或状态栏入口 / 加面板页签或命令面板命令 / 把某套工作流包装成插件 / 改一下我做过的那个插件"，或提到 ccgui 插件、插件目录、从本地目录安装插件时使用。

Open a user-provided URL in the host's built-in browser and use the page's MCP or WebMCP tools before browser UI automation for app communication or edits.

Turn ordinary text plans into rich interactive visual plans with diagrams, file maps, annotated code, open questions, and UI/prototype review when useful.

Open and collaboratively edit a running local app in Design, with shared fallback previews and source handoff. Use when the user asks to inspect, share, or edit a real local app in Design.

Turn visible project context, a proven thread, skill, or workflow into a runnable Agent-Native app with simple buttons, visible agent steps, preview, and deployment handoff. Use when a user invokes `/turn-into-app` or asks to make a workflow into an app, including from Claude or ChatGPT on the web, including when the source is a spreadsheet link or upload.

Turn visible project context, a proven thread, skill, or workflow into a runnable Agent-Native app with simple buttons, visible agent steps, preview, and deployment handoff. Use when a user invokes `/turn-into-app` or asks to make a workflow into an app, including from Claude or ChatGPT on the web, including when the source is a spreadsheet link or upload.

Concrete, per-area proof that a change actually works before reporting it fixed, done, or "should work now" — which dev server, test command, or invocation proves a template UI change, an action, a migration, a guard, or a core/package change. Use before every wrap-up, and before stopping mid-task to ask permission instead of continuing.

Open and operate Agent-Native workspace apps through Dispatch MCP, with inline app surfaces, browser-session authentication, and current screen state.

Fast-path the current branch through local `pnpm prep:urgent`, targeted recovery, feedback resolution, whole-branch push, immediate admin merge, and fresh-branch rotation. Use when the user explicitly wants to merge immediately after local prep recovery, then monitor CI, beta publisher, docs, and release workflows. Independent beta behavior checks require an explicit request or an environment-specific risk, as defined in `ship-and-monitor`. GitHub Actions auto-deploys beta and the docs site through the prebuilt publisher; other production promotion is manual.

Run the normal guarded ship flow, then do requested post-merge checks. Add independent beta behavior checks only when requested or a concrete deployment-specific risk makes local proof insufficient. Use when standard `/ship` needs post-merge beta/live, docs, release, or production verification.

Sweep recent Slack, GitHub issue, Sentry, first-party Agent-Native Analytics error issues, and explicitly linked tracker feedback: first answer reporters, then fix verified bugs and actionable objective UI defects at the owning boundary, require human signoff for subjective UI changes, build features the invoking user endorsed with an :upvote:, and recap every disposition. Use for scheduled or manual sweeps.

Review recent BuilderIO/agent-native human pull requests, apply internal auto-approval exceptions, and assess other PRs for merge readiness, requested updates, external reply drafts, and UI screenshot evidence. Use for scheduled or manual PR sweeps.

How to work safely when many Claude Code and Codex agents share this one checkout at once. Use before editing any file, before concluding someone reverted your work, before any branch operation, and before committing, pushing, or merging — this is almost always relevant here.

Complete the Slack feedback cycle: read every thread and linked evidence, fix verified repo-owned issues, and reply in-thread with honest status, clarification questions, and release follow-up. Use when the user asks to address feedback and respond in the requested voice through the invoking user's connected Slack identity.

How to add an app to an Agent-Native workspace: classifying an "agent" request, scaffolding `apps/<app-name>`, app discovery and descriptions, mounting and base paths, action-first data, and finishing a chat-template app. Use when asked to create, build, scaffold, or generate a new agent or app in a workspace.

Principles for writing skills that behave the same way every run — use when adding, editing, or reviewing a skill in this plugin

Multi-AI implementation using available external providers (Double Diamond Develop phase). DO NOT use for simple code edits, reading/reviewing code, built-in commands, or trivial single-file changes.

Multi-AI requirements scoping using available external providers (Double Diamond Define phase). Priority triggers: octo define, octo scope, co-define, co-scope. DO NOT use for implementation, research, review/validation, or built-in commands.