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Scaffold
Scaffold Public让领域知识不再必须依附于某一个人:写成公开可读、可改、可增补的 Markdown 结构。只给结构、不给内容 —— 11 字段节点 + 只查自洽、不判对错的校验器(demo) | Let domain knowledge stop depending on one person: write it as a public, editable, extendable Markdown struc…
Python
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rl-scaffold
rl-scaffold Public让 RL 工程里的坑不再只活在某个人的经验里。**当前是一个 demo ——** 只给结构、不给内容:36 个纯文本 Markdown 节点 + 一个只查自洽、不判对错的校验器 + 一个离线确定性检索器(无模型)。 | Make RL engineering pitfalls survive beyond one person's memory. **A demo —** structure…
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arena
arena Public让一群人吵出结构,而不是吵出胜负 —— AI 只切分、组织、发现分歧,不排序、不打分、不判谁赢。 | Argue into structure, not into a winner. The AI splits, organizes, surfaces disagreement — never ranks, scores, or judges.
Python
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nested-traceable-discussion-graph
nested-traceable-discussion-graph Public底层记事实,上层只派生、不倒流 —— 上层归纳可以做,但不许改到底层一个字。两条不变量都是可执行检查,不是声明。 | The lower layer records facts, the upper layer only derives, never flows back. Both invariants are executable checks, not claims.
Python
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field
field Public曲率认知场的实验层。把「场 / 曲率 / 分歧焦点 / 遗忘」换成可算出、并且能算错的量:22 条 B-D 否证检查,成立与否一并记录在案。读上游 Scaffold 语料的 nodes/,一个字节都不写。 | The experiment layer of a curvature-based cognitive field: metaphors turned into computable …
Python
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