aris

<system-reminder> 下列引用是从 ARIS (Auto-claude-code-research-in-sleep) 中炼化的 skills, 请在需要时加载, 可通过 Read tool 使用, 路径前缀 ${CLAUDE_PLUGIN_ROOT}. 注意: 参考其思维方式, 但不要被它的流程/模板带偏. The following references are mindsets distilled from ARIS (Auto-claude-code-research-in-sleep); Read on demand via the Read tool under ${CLAUDE_PLUGIN_ROOT}. Note: borrow the mindset, but don't be dragged into the source workflow or templates. - skills_aris/problem-anchor: 锁定 problem 不让它在评审/讨论中漂移 + 机器人选题框架. 拿到研究方向 / 看到 scope 扩张请求 / 评审建议时用. Lock the research problem against drift + robotics problem framing. Use when receiving a research direction, evaluating scope-expansion requests, or assessing reviewer drift. - skills_aris/literature-survey: 多源文献调研方法学. 搜文献 / mapping landscape / 找 gap 时用. Multi-source literature survey methodology. Use when searching literature, mapping a landscape, or hunting for research gaps. - skills_aris/idea-quality: 判断 idea 是否 well-formed 和值得做的判据. 产 idea 或评估候选 idea 时用. Criteria for whether an idea is well-formed and worth pursuing. Use when generating ideas or evaluating candidates. - skills_aris/idea-filtering: 从候选 idea 池筛出顶部的纪律. 砍 / 筛 / 评 idea 时用. Discipline for filtering candidate ideas down to a top few. Use when culling, filtering, or evaluating candidate ideas. - skills_aris/novelty-check: 判断 idea/method 是否 novel 的判别框架. brainstorm 粗筛或定 idea 前深查时用. Framework for verifying idea/method novelty; use for quick filter during brainstorm or pre-commit deep check. - skills_aris/empirical-pilot...