ai-zixun

Remove signs of AI-generated, translated, or overly mechanical Chinese prose. Use when rewriting, editing, or reviewing Chinese blog posts, essays, newsletters, nonfiction chapters, product analysis, or long-form commentary so they read like native Chinese writing. Trigger this skill when the user asks to 「去 AI 味」, 「润色成中文母语表达」, 「改得像博客或书里写的」, 「减少翻译腔」, or similar. Detect and fix translation-like phrasing, empty big words, formulaic contrast frames, sloganized endings, list inflation, punctuation misuse, terminology/casing inconsistencies, and paragraph rhythm that feels assembled rather than written.

Create production-ready App Store creative assets from real app captures, supplied images, app metadata, localization inputs, and experiment results. iOS and watchOS only. Use for local screenshot studios, App Store listings, WidgetKit/watch previews, locale matrices, validation, review approvals, packaging, publishing dry-runs, and analytics-informed variant iteration.

Route eligible coding work to OpenAI Codex (GPT-5) to save cost and time while Claude stays orchestrator and quality gate. Use PROACTIVELY when a task is well-specified and bulk, mechanical, repetitive, parallelizable, or long-running — codemods, boilerplate, migrations, wide find-and-replace refactors, test scaffolding, dependency bumps, sweeping a change across many files — or when an independent second-model review, diagnosis, or research pass adds value. Also triggers on explicit asks to delegate to Codex, offload work, or use Codex for a task. Do NOT use for interactive debugging, architecture and design judgment, nuanced or high-stakes code, or work that depends on rich in-conversation context.