其他技能

Create an onboarding guide for new engineers. Use when a senior developer needs structured onboarding materials.

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Explain a configuration file and its key options. Use when a junior developer is confused by a config file.

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Assess and prioritize tech debt items. Use when a senior developer needs an investment plan for debt reduction.

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Draft release notes from changes and PRs. Use when a mid-level developer needs a structured changelog.

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Improve a README for clarity and completeness. Use when a junior developer needs guidance on documenting setup and usage.

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Summarize noisy logs into likely causes and next steps. Use when a junior developer needs help interpreting logs.

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Guide collection and analysis of performance traces. Use when a mid-level developer needs to diagnose slowness.

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Explain lint errors and propose fixes. Use when a junior developer needs help resolving common lint or format warnings.

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Define engineering standards across teams. Use when a senior developer needs to align practices.

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Prioritize roadmap initiatives with tradeoffs. Use when a senior developer needs help ranking projects.

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Assess a system for growth bottlenecks. Use when a senior developer needs to evaluate scaling limits.

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Define performance budgets and guardrails. Use when a senior developer needs performance targets and enforcement.

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Write concise docstrings for functions. Use when a junior developer needs help describing inputs, outputs, and errors.

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Review system costs and propose reductions. Use when a senior developer needs cost-saving recommendations.

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使用外部视觉服务或本地 OCR 分析本地图片、截图、视频及明确提供的媒体 URL，输出 Markdown。用户明确要求 see，或当前主模型缺少完成媒体分析所需的视觉能力时使用。不拦截普通文本、任意 URL 或已有原生视觉可以直接完成的任务；不用于生图、编辑图片或自动操作屏幕。使用外部服务前说明发送的媒体与服务范围，无法识别时如实说明限制。

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This skill should be used when the user asks to "make this animation feel natural", "fix motion that feels stiff/floaty/cheap", "my animation looks robotic", "choose an easing curve", "how do I use the Graph Editor", "add overshoot or bounce", "Easy Ease isn't enough", "make snappy motion", "pick a duration for this transition", "stagger a list animation", "sync animation to a beat", or "review motion for good timing". It is the tech-agnostic foundation for deciding how something should move.

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This skill should be used when the user asks to "compose a frame", "set up a grid", "plan shot composition", "place the focal point", "decide where elements enter and exit", "add a parallax/camera move", "adapt a layout for 16:9 / 9:16 / 1:1", or "keep content inside safe areas". Covers grids, safe areas, focal hierarchy, and 2D/3D camera framing.

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Remote-control tmux sessions for interactive CLIs by sending keystrokes and scraping pane output.

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运行提交前检查：代码格式化验证、静态检查和单元测试。在准备提交代码、检查代码质量或验证修改是否通过时使用。

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分析 CI 失败原因并给出修复建议。在用户提到 CI 失败、pipeline 失败、构建失败、测试失败时使用。典型场景：PR 合前 CI 红、需要根因与修复建议时。

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检查发布版本号是否在三处保持一致（conf/conf.go、CHANGELOG.md、README.md）。在准备发布新版本时使用。

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替换占位定位符为真实选择器（六级优先级）。触发：替换定位符、locator、selector、定位失败、元素找不到、DOM 分析。

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复核运行期自愈提案并写回 PageObject。触发：选择器失效、定位符漂移、自愈提案、proposals.jsonl、用例误报不通过。

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is_page_loaded() 四种验证模式与调用层级。触发：页面断言、is_page_loaded、page loaded、页面加载验证。

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