dela
e6918ffa35
Attach the stepwise derivation toolkit as a submodule and default SUPERPAPER_PHASE to 2 so rewrite-figure can use superderive. Notes still keep align for short expansions without cancel or subst.
72 lines
3.3 KiB
Markdown
72 lines
3.3 KiB
Markdown
---
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name: superpaper
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description: >-
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Reconstruct a paper's argument thread and write structured Chinese
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lecture notes with a claims/symbols/derivation ledger, then route
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figures to superfig, supertensor, or (later) superderive. Use when
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the user asks for 读论文, 论文笔记, 脉络梳理, 公式推导, 抽象公式图像化,
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arXiv notes, paper notes, or $superpaper. Not for drawing a single
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architecture figure (use superfig) or a tensor-shape figure (use
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supertensor) or for turning a lecture video into notes
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(use youtube-render-pdf / bilibili-render-pdf).
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---
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# superpaper
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论文侧的 `youtube-render-pdf`：**编排层**，不是 figure 包。输入一篇论文，输出
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`ledger.yaml` + 结构化中文笔记。图一律委派给子仓库，不要在笔记里
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`\usepackage{superfig}` / `supertensor`。
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本目录是家族母仓库。子仓库在 `superfig/` 与 `supertensor/`。
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契约细节按需加载 `references/`；schema 在 `assets/ledger.schema.yaml`。
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## When to use
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- 读论文、梳理脉络、展开公式推导、把抽象公式变成图。
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- 需要一张以上的图，或需要符号表 / claim 覆盖。
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Do **not** use when the user only wants one architecture figure (`superfig`)
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or one tensor-shape figure (`supertensor`), or when the source is a lecture
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video.
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## Route figures (do not draw here)
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| 信号 | toolkit | 子仓库 |
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|---|---|---|
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| 架构 / 流水线 / 数据流 / 状态 / 依赖 / 谁吃谁 | `superfig` | `superfig/SKILL.md` |
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| 轴、形状、转置、broadcast、gather、分片、收缩 | `supertensor` | `supertensor/SKILL.md` |
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| 必须被看见的逐步改写 | `superderive`（≤4 步且无 cancel/subst 仍用 `align`） | `superderive/SKILL.md` |
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| 数值曲线 / 柱状 / 散点 | screenshot 或 matplotlib | 本家族不画 |
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| 表 / 照片 / 装置 / UI | screenshot | — |
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混类信号拆成下一整数 id，禁止 `F1a`。默认偏向不出图。
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## Workflow
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1. `./scripts/preflight.sh`。0 = 全路径，1 = 降级（说出口），2 = 无 LaTeX。
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2. `./scripts/ingest.sh --work <dir> …`（`references/input.md`）。
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3. 从 `assets/ledger.example.yaml` 写 `ledger.yaml`，再写 `outline.md`，再写正文。
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4. 公式三拍：中文动机 → `\[` / `align` → 扁平符号表（`references/pedagogy.md`）。
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5. 按 `references/router.md` 填 figure plan。每张重绘图一份 `F*.request.md`，figure agent 只读它和对应子仓库 `SKILL.md`。
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6. `./scripts/lint.py --work <dir>` 然后 `./scripts/build.sh --work <dir>`。
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7. 改术语或改图：先改 ledger，再改那一处。
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Worked trees: `examples/excerpt-toy/`（`align` 推导）、`examples/pipeline-delegate/`、`examples/tensor-delegate/`。
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## Spawn recipe
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```
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$superpaper <源> 请 spawn 多 sub agents，隔离上下文：
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- 1 个 outline agent：写 ledger.yaml + outline.md + 节边界
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- N 个 writer agents：各写 sections/sec-XX.tex，引用 ledger id
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- 每个计划重绘图 1 个 figure agent：只读 F*.request.md，调用对应子仓库 skill
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- 1 个 consistency agent：符号、术语、claim 覆盖、路由一致性
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```
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必须拆 agent 当且仅当：正文 > 12 页，或顶层节 > 4，或重绘图 ≥ 2，或用户显式要求 spawn。
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## Output
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`ledger.yaml`、`notes.tex` / `notes.pdf`、各图的 PNG 预览 + `.tex` + 向量产物。
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交付时说明哪些图走了哪个子仓库。
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