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ele-yufoele-yufo/unstuck/north-star/SKILL.md

north-star

Skill2 starsChanged 4 months agoMITView on GitHub

长周期迭代项目(数据竞赛/研究/月级重构)的"交付点自我纠偏"机制——PostToolUse hook 每次写交付标记文件时把 vision+结构化 state+失败清单注入 agent 上下文,防 tunnel vision / sunk-cost / context 压缩失忆;stuck 阈值 breach 时联动 moa skill 做多模型会诊。含 install 模板。Triggers:长项目 / 竞赛 / Kaggle / 天池 / leaderboard / 分数卡住 / agent keeps trying same thing / context keeps getting lost / 自我纠偏 / 反思机制 / north star / 防止钻牛角尖。

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SKILL.md

North Star — 长周期项目的交付点自我纠偏

给数据竞赛 / 研究 / 月级重构这类长周期迭代项目装一个机制:PostToolUse hook 每次写交付标记文件(如 docs/CHANGELOG.md)时,把 vision + 结构化 state(consecutive_null_count 等)+ 失败清单注入 agent 下一轮上下文,防 tunnel vision / sunk-cost / context 压缩失忆。不是银弹——只强制在交付点反思。

红线

  1. 只对长周期项目装:按意图判——用户声明是长项目(竞赛/研究/月级重构),或你从对话看到长周期信号(远截止日 / 迭代指标 / 多阶段)。别对一次性脚本滥装(<1 天、纯探索)。
  2. hook 只在写触发文件时触发:注入是"交付时刻"事件,不是每轮都灌上下文。
  3. stuck 阈值 breach → 跑 moa skill:consecutive_null_count ≥ 阈值 时升级到 moa 做多视角隔离实验会诊。两种模式:框架内卡住用 project 模式并喂 STATUS+FAILED_ATTEMPTS;"框架本身错"(上方有断层档 / 多样尝试同收敛 / gate 脱钩)用 prompt-only 换框模式,只喂原始题与外部信号(升级链见 references/mechanism.md)。
  4. merge 进既有 settings.json:项目已有 hook 就合并 PostToolUse 段,别 clobber。
  5. 机制不让你聪明:只强制反思 + 防 amnesia。别吹成银弹,也别 gaming STATUS。

场景路由表

你要做的事做什么 / read
判断是不是长周期项目 / 何时装靠对话意图判断;判据见 references/install.md
用户要装 / 正在装read references/install.md(4 定制输入 + 写 5 文件 + merge settings + 测 hook)
理解机制 / MoA 联动 / 排错read references/mechanism.md(hook 怎么工作 + stuck→moa 升级链 + 限制)
review 安装或用法是否合规read references/gotcha-gallery.md

加载纪律

判断/装项目前按需 read 对应 reference(装 → install.md,排错 → mechanism.md,自审 → gotcha-gallery.md)。不要一次 read 全部。机制本身(hook 注入什么、自检问什么)由装到项目里的 NORTH_STAR.md 驱动,不在本 skill 正文重复。

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