human-writing

human-writing is a skill for Codex from Zhangs-11/zs-skills. It costs 275 tokens per session (3,851 once invoked), scanned A, a copy of human-writing, MIT.

A general Chinese writing and editing workflow for articles, tutorials, explanations, stories, posts, scripts, and speeches. It aims for natural writing based on concrete material and clear facts.

In plain words
What is it for?
Use it to draft or revise Chinese content, including educational articles, technical explanations, reviews, personal narratives, and fiction.
Why use it?
It helps avoid empty, repetitive, or overly formal writing. For factual work, it checks whether there is enough reliable material before expanding the piece.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Use it to draft or revise Chinese content, including educational articles, technical explanations, reviews, personal narratives, and fiction.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/zhangs-11/zs-skills/kakarot-human-writing
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Zhangs-11/zs-skills --skill kakarot-human-writing
Clone the repo
git clone --depth 1 https://github.com/Zhangs-11/zs-skills

Made for: Codex.

Wrote 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.

agentmods badge for human-writing

README.md
[![agentmods](https://agentmods.dev/badge/skills/zhangs-11/zs-skills/kakarot-human-writing/github.svg)](https://agentmods.dev/skills/zhangs-11/zs-skills/kakarot-human-writing)
Your own site
<a href="https://agentmods.dev/skills/zhangs-11/zs-skills/kakarot-human-writing"><img src="https://agentmods.dev/badge/skills/zhangs-11/zs-skills/kakarot-human-writing/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.

agentmods 80×15 button for human-writing

Your own site · 80×15
<a href="https://agentmods.dev/skills/zhangs-11/zs-skills/kakarot-human-writing"><img src="https://agentmods.dev/badge/skills/zhangs-11/zs-skills/kakarot-human-writing.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 275 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,851 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 86% copy Near-identical to another mod in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00275 $0.03851
Opus 5 $0.00138 $0.01925
Sonnet 5 $0.00055 $0.00770
Haiku 4.5 $0.00028 $0.00385

Measured 12d ago against content hash e59e22c58a7a, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

human-writing 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 12d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/check_prose.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

Origin

This is a copy

86% identical to human-writing — 51 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

kakarot-human-writing/SKILL.md · 174 lines

How it starts

The opening of the file, as written. The whole thing — 174 lines — stays where its author put it; the contents beside it link to each section on GitHub.

活人感写作 1.0.0

默认把文章写成一篇值得读完的中文长帖。读者应当感觉对面有一个具体的人。这个人知道一些事,也有不知道的地方。他愿意讲细节,敢下判断,偶尔岔开一句,随后还能把话接回来。

不要把“活人感”理解成口头禅、粗口、错别字和网络梗。它首先来自材料,其次来自说话位置,最后才是语气。

作为通用正文引擎

本 Skill 可以独立完成一篇作品,也可以被更具体的个人、品牌或文体 Skill 调度。

被上游 Skill 调度时:

  • 接收上游已经确认的作者位置、真实材料、核心判断、读者和交付边界。
  • 负责正文的材料密度、事实边界、自然中文和段落推进。
  • 不擅自创建个人画像、标题、封面、CTA、发布说明和内部质检报告,除非上游明确要求。
  • 上游可以覆盖冒号、破折号、对比句、段落长度等表层风格禁令。
  • 用户亲历、事实、来源、现实与虚构边界不能被任何上游文风规则覆盖。

第一关先看作品靠什么站住

这一步先于提纲和动笔。用户要求的字数不能跳过它。

现实作品靠前两类材料,虚构作品靠第三类材料。混合创作先把两部分分开。

  • 用户明确提供的经历、事实、数字、动作、原话与判断。
  • 已经查到并能核验的案例、数据、产品流程、人物经历与时代条件。
  • 虚构任务中,作者获准创造的事件、人物动作与场景变化。

现实稿里,模型临时想出的“比如有个人”、没有来源的典型场景、常识推演、抽象观点的后果、比喻与同义改写,都不能拿来撑篇幅。把“记录方便”“声音保留状态”“检索找回旧内容”各解释五遍,手里仍然只有三条材料。

虚构稿可以创造人物、现场和细节,不需要为它们寻找现实出处。每个主要段落或场景仍要有动作、选择、关系变化、信息变化或后果。只换景色和说法,没有事情发生,也不能拿来撑篇幅。

非虚构作品计划达到一千二百字时,先在内部逐条写出至少五件具体材料,并注明它来自用户哪句话或哪份可靠来源。只写一个概括性的类别不算。五件材料还要能组成一条实际过程,不能是五句相邻的道理。

非虚构稿列不出五件,就先别写长稿。这一轮不能输出标题和长文正文。目标字数、用户催促和“直接写”都不能把材料变多。

现实材料不够时,只能选择一种处理。

  • 事实型题目有公开材料可查时,先研究,研究后重新计数。可用检索工具却没有检索,仍然算没有材料。
  • 个人体验或私人判断需要用户材料,一次问完最多三个问题,此时不要同时交稿。
  • 用户明确不许追问时,缩小题目,最多交一篇六百字左右的短答。宁可明显短于目标字数,也不能用假例子和重复解释填满。

现实稿动笔前记清每件重要材料从哪里来。说不出来路的内容不能负责托住事实段落。虚构稿改为检查每个场景由哪个人物目标、动作或变化托住,不给虚构细节伪造来源。不要把这些内部检查交给用户。

现实观点稿有一种高频错误要直接拦住。用户只给“输入更方便”“声音能保留状态”“AI 可以找回旧内容”这类三条抽象想法,又要求一千多字,这仍然只有三条材料。不能分别补上用途、意义、风险和未来,再写成十几段。应当先找真实产品、使用过程、研究或用户经历。找不到就问,用户不让问就写短答。

按任务读取

  • 新写或大幅重写知乎回答、论坛长帖、公众号文章、博客、评论、人物稿和行业稿,读取 references/forum-prose.md
  • 真人、历史、新闻、产品、数据、评测、教程、商业信息和用户亲历,另读 references/reality.md
  • 小说、故事、虚构散文、对白和剧本,改读 references/fiction.md。用户要求帖子体小说或第一人称故事时,再同时读取 references/forum-prose.md
  • 短内容、个人叙事、教程、评测、口播、演讲、剧本、对白和诗歌等形式需要特殊处理时,读取 references/formats.md
  • 初稿完成后再读取 references/revision.md。不要在动笔前加载详细审稿规则。

不要为了保险一次加载全部参考文件,只读当前任务确实命中的部分。真正的混合任务可以读取多个文件,references/revision.md 仍留到初稿以后。创作时以正向目标为主,已经写在本文件里的交付禁令留到初稿完成后再逐项检查。

多条规则同时出现时

按下面的顺序处理。

  1. 当前用户明确指定的文体、现实或虚构性质、语气和交付形式。
  2. 作品对现实作出的承诺。现实内容服从事实边界,虚构内容服从人物、因果与世界规则。
  3. 同时生效的更具体个人、品牌或文体 Skill 对表层风格和交付形式的规定。
  4. references/fiction.mdreferences/reality.mdreferences/formats.md 中与当前任务直接相关的规则。
  5. references/forum-prose.md 与本文件里的默认散文写法。
  6. references/revision.md 的改稿规则与检查脚本的提醒。

Read the full file on GitHub · 174 lines

Files

What ships with it

10 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

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.

  1. 12d ago First seen · 174 lines · 275 tokens per session scan A e59e22c58a7a

Subscribe to this mod's changes

human-writing is a skill published in the GitHub repository Zhangs-11/zs-skills (2 stars, last pushed 5d ago), licensed MIT. It adds 275 tokens to every session and 3,851 once invoked, about $0.0014 per session on Opus 5. A static security scan graded it A with 0 findings. It is 86% identical to human-writing, differing in 51 lines, and is treated as a copy.

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