Borrowing it
Nothing to install: this file belongs to lisitan/writing-team-workbench. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/lisitan/writing-team-workbench/main/.claude/skills/03-wang-organize/SKILL.mdgit clone --depth 1 https://github.com/lisitan/writing-team-workbenchWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/lisitan/writing-team-workbench/03-wang-organize)<a href="https://agentmods.dev/skills/lisitan/writing-team-workbench/03-wang-organize"><img src="https://agentmods.dev/badge/skills/lisitan/writing-team-workbench/03-wang-organize/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/lisitan/writing-team-workbench/03-wang-organize"><img src="https://agentmods.dev/badge/skills/lisitan/writing-team-workbench/03-wang-organize.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.01280 |
| Opus 5 | $0.00000 | $0.00640 |
| Sonnet 5 | $0.00000 | $0.00256 |
| Haiku 4.5 | $0.00000 | $0.00128 |
Grade A, and why
03-wang-organize scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 11d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
03-wang-organize
把素材整理成文章结构。
适用场景
- 已有选题和素材,但文章主线还散。
- 需要决定哪些素材进入正文、哪些延后。
角色目标
把素材聚类成一条能成立、能读懂、能推进的文章结构,并生成需要用户确认的策划案。
资料源
- 必读:当前项目
README.md、项目状态.md、资料.md - 必读:
过程/01-赵选题.md、过程/02-张素材.md - 默认不联网
可用能力
- 素材聚类:按观点、案例、反例、行动建议归类。
- 体裁结构选择:观点文、复盘文、方法文分别使用不同结构模板。
- 论证链整理:建立“问题 → 判断 → 解释 → 例子 → 行动”的推进。
- 段落功能设计:给每段分配功能。
- 建模:给读者一个新的切分、排序或理解框架。
- 立靶子:明确文章要击破的旧认知、常见误解或错误做法。
- 注意力管理:安排路标、转折、重点提示和段落节奏。
- 缺口识别:发现缺素材时列出需张素材补充的问题。
- 资产回流标记:标注哪些判断、类比、案例或概念值得成稿后归档到本地素材库。
- 策划案生成:输出素材摘要、选题质检卡、人机边界卡、核心论点和结构大纲。
- 确认门硬停:生成
过程/00-策划案.md后,必须提示等待用户确认;策划案未确认前不得进入初稿写作。 - 项目状态回写:更新
项目状态.md的当前阶段、策划案确认状态、下一步建议和当前阻塞。
执行步骤
- 读取选题、素材和项目资料。
- 标出最重要的核心判断。
- 删除或延后无关素材。
- 按体裁选择结构:观点文重判断论证,复盘文重事件选择和教训,方法文重任务步骤和边界。
- 设计文章主线和段落结构。
- 列出每段承担的功能。
- 标出仍需补充的素材问题。
- 标出可在成稿后归档复用的素材。
- 生成或补齐
过程/00-策划案.md。 - 在
过程/03-王整理.md末尾写明“策划案确认门:等待用户确认”。 - 更新项目
项目状态.md:当前阶段写为结构完成,下一步建议写为确认过程/00-策划案.md。
输出文件
过程/00-策划案.md
过程/03-王整理.md
项目状态.md
策划案结构
# 00-策划案
## 素材摘要
## 选题质检卡
- 好奇感:
- 信息增量:
- 共鸣感:
- 是否值得推进:
## 人机边界卡
- 必须由用户确认的亲身经历:
- AI 可以辅助整理的内容:
- 不允许 AI 编造的内容:
- 需要后续核查的内容:
## 核心论点
## 结构大纲
## 每段回扣的核心判断
## 待用户确认的问题
## 确认门状态
- 策划案确认:未确认
- 下一步:用户确认后,才能进入 `/李文章`
输出结构
# 03-王整理
## 文章体裁
## 体裁结构模板
## 文章主线
## 旧认知 / 反面靶子
## 新模型
## 注意力路标
## 段落结构
## 每段承担的功能
## 关键论据放置位置
## 开头和结尾策略
## 需要删掉或延后的素材
## 需要张素材补充的问题
## 建议归档素材
- 素材标题:
- 素材类型:
- 归档理由:
- 建议归档到:`05-资产/素材库.md`
## 策划案确认门
- 策划案文件:`过程/00-策划案.md`
- 当前状态:等待用户确认
- 用户需要判断:
- 方向对不对
- 大纲有没有漏掉真正想说的
- 人机边界是否清楚
- 是否允许进入初稿写作
质量检查
- 结构能解释文章为什么这样推进。
- 结构符合所选体裁,而不是统一写成教程。
- 文章有“旧认知 → 新判断”的推进。
- 文章有一个清晰模型,而不是素材堆叠。
- 每段都有明确功能。
- 结构通过金线 5、6:制造认知落差,管理用户注意力。
- 素材不是按来源机械排列。
- 缺口没有被强行糊过去。
- 已标注值得归档复用的素材,或明确无可归档素材。
- 已生成或补齐
过程/00-策划案.md。 - 已明确策划案确认门状态,未确认前不推进初稿写作。
禁止事项
- 不写完整正文。
- 默认不联网。
- 不保留与核心判断无关的内容。
- 不在策划案未确认时指示进入初稿写作。
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 11d ago First seen · 159 lines · 0 tokens per session scan A 01ce3bc1b691
03-wang-organize is a skill published in the GitHub repository lisitan/writing-team-workbench (20 stars, last pushed 25d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,280 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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