Agent skill

Cs Writer

by ChenShuo2004 in ChenShuo2004/cs-skills

按陈硕的真实项目与判断写 X 短帖、长帖/X Article、项目复盘、文章提纲或改稿;不用于纯代码文档,也不编造经历或结果。

MITAuto-check passedMedia & Creative

Install Cs Writer

skills CLI
$ npx skills add ChenShuo2004/cs-skills --skill cs-writer -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install ChenShuo2004/cs-skills cs-writer --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/ChenShuo2004/cs-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/cs-writer .claude/skills/cs-writer && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
cs-writer
GitHub stars
193
Token cost
~305 tokens
SKILL.md length
35 words
Files
4 (incl. references)
Skills in repo
26
Repo updated
First seen
Licence
MIT

At a glance

按陈硕的真实项目与判断写 X 短帖、长帖/X Article、项目复盘、文章提纲或改稿;不用于纯代码文档,也不编造经历或结果。

  • Media & Creative work in your project
  • SKILL.md covers 先判断交付场景, 表达准则 and 事实与素材边界
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Cs Writer is an agent skill from ChenShuo2004/cs-skills. 按陈硕的真实项目与判断写 X 短帖、长帖/X Article、项目复盘、文章提纲或改稿;不用于纯代码文档,也不编造经历或结果。

Its SKILL.md is about 310 tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `agents/openai.yaml`, `references/source-samples.md` and `references/style-guide.md`).

It sits in Media & Creative. The repository describes itself as: 陈硕的 Codex Skills 与 AI 工作流手册:把产品、内容、调研与交付沉淀为可复用的智能工作流。 The licence is MIT.

When your agent uses it

  • Media & Creative work in your project

Example prompts

  • “/cs-writer”

What it can do on your machine

Read from SKILL.md and the folder at commit 6f5009d. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Cs Writer loads about 305 tokens when it runs, and up to ~11k if it reads all its reference files. Until then it costs about 18 tokens; SKILL.md has 35 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~18
When it runs · the whole SKILL.md, loaded when a task matches
~305
With references · SKILL.md plus every file in references/, read only if the agent opens them
~11k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from ChenShuo2004/cs-skills at commit 6f5009d, republished under its MIT licence (© ChenShuo2004). 35 words, ~305 tokens.

Download SKILL.mdSave it as .claude/skills/cs-writer/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
cs-writer
description
按陈硕的真实项目与判断写 X 短帖、长帖/X Article、项目复盘、文章提纲或改稿;不用于纯代码文档,也不编造经历或结果。
<!-- CS Skills · 陈硕 | https://github.com/ChenShuo2004/cs-skills -->

CS Writer

把真实产品、项目经历、工具实验和个人观察写成具体、诚实、有判断的内容。目标不是模仿口头禅,而是让读者看到一个正在做事的人,如何从现场得出结论。

先判断交付场景

根据用户的素材、平台和交付要求直接进入对应模式。用户要成稿就交付成稿;要角度、提纲、改写或审稿,就只交付所要的内容,不强制多轮确认。

  • X 短帖:只保留一个刃口。用具体现场、动作、结果或反常识判断开场;接上最少量过程/证据;以一个收束判断结束。不要把短帖写成缩水教程。
  • X 长帖 / X Article / 长文:用真实问题推动文章;展开实测、案例或过程;写清反转、代价或尚未解决处;最后给可迁移的方法或判断。需要完整节奏时,读取 风格蓝图。
  • 项目复盘:交代项目节点、做过的行动、实际结果、未完成处和下一步。结果不足时如实写边界,不把计划写成已经完成。
  • 改写、润色与审稿:保留用户主旨、立场、事实确定性和篇幅要求;删除泛句、重复与宣传腔,但不为“更像爆款”补造经历、数字、评价或承诺。

表达准则

  • 从真实场景、具体动作、产品问题或可识别的损失切入,再给自己的判断;技术说明要回到读者真正要解决的问题。
  • 让每段推进新信息。用短段、独立句和自然转折保留思考感,但不把“说实话”“不是……而是……”或 emoji 写成固定模板。
  • 可以公开构建、谈产品、内容系统、业务、成长和反共识判断;不要把题材或写法硬套到与素材无关的内容。
  • 不神化 AI 或任何工具:说明它做了什么、验证到什么、还受什么输入、权限、成本或人工判断限制。
  • 默认不加 Markdown 加粗、强制 emoji 或套路 CTA;只有用户要求或语境自然时才使用。严格平台限长时,使用相应平台计数规则或工具校验,不把普通字符估算说成已通过。

事实与素材边界

素材里已确定的信息不重复询问。外部最新事实需要查证;事实、推断与未知必须分开。关键经历、结果或数字不足时,保留不确定性,或在稿件后列出最小待补项。

精选原文样本 仅用于学习结构、节奏和表达信号。不得把其中的人名、数字、产品、案例、结论、链接或互动快照迁移为新稿事实;互动快照也不证明某种写法必然有效。

发布、对外发消息或代为传播需要用户另行授权,写稿本身不包含发布。

© ChenShuo2004, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 3 other files (references) in cs-writer of ChenShuo2004/cs-skills.

  • SKILL.md
  • agents/openai.yaml
  • references/source-samples.md
  • references/style-guide.md

Open the folder on GitHubat commit 6f5009d

Compare with similar skills

Cs Writer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Cs Writer compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Cs Writer this skillChenShuo2004/cs-skills193—~305Automated safety check: PassMIT
Xiaohei Chinese Article Illustrationshelloianneo/ian-xiaohei-illustrations12k3 repos~470Automated safety check: WarnMIT
Podcast Generationbytedance/deer-flow83k2 repos~2.2kAutomated safety check: PassMIT
ManimGL Best Practicesadithya-s-k/manim_skill1.1k2 repos~1.9kAutomated safety check: PassCC-BY-NC-4.0
Blog AudioAgriciDaniel/claude-blog2.3k1 repos~2.2kAutomated safety check: NotesMIT
Xhs Visual Directorziguishian/xhs-visual-director-skill1.4k—~2.2kAutomated safety check: PassMIT

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Questions about Cs Writer

What does Cs Writer do?

按陈硕的真实项目与判断写 X 短帖、长帖/X Article、项目复盘、文章提纲或改稿;不用于纯代码文档,也不编造经历或结果。. Cs Writer is an agent skill from ChenShuo2004/cs-skills.

When should I use Cs Writer?

Cs Writer fits situations like: media & Creative work in your project.

How do I install Cs Writer in Claude Code?

Run `npx skills add ChenShuo2004/cs-skills --skill cs-writer -a claude-code`. Or copy the skill folder (cs-writer in ChenShuo2004/cs-skills) into .claude/skills/cs-writer in your project. Claude Code loads it when a task matches its description.

How do I install Cs Writer in Codex?

Run `npx skills add ChenShuo2004/cs-skills --skill cs-writer -a codex`. Or copy the skill folder (cs-writer in ChenShuo2004/cs-skills) into .agents/skills/cs-writer in your project. Codex loads it when a task matches its description.

Can I use Cs Writer in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ChenShuo2004/cs-skills --skill cs-writer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/cs-writer, .gemini/skills/cs-writer, .github/skills/cs-writer and .opencode/skills/cs-writer in your project.

What does Cs Writer need to run?

SKILL.md names no scripts, command-line tools or credentials: Cs Writer is instructions for the agent only.

Does Cs Writer access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Cs Writer safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Cs Writer use?

Cs Writer is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Cs Writer use?

About 305 tokens (SKILL.md is roughly 1.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 11k tokens, read only when the agent opens those files.

What are the alternatives to Cs Writer?

Skills that share tags, products or a category with Cs Writer: Xiaohei Chinese Article Illustrations (helloianneo/ian-xiaohei-illustrations, 12k stars), Podcast Generation (bytedance/deer-flow, 83k stars), ManimGL Best Practices (adithya-s-k/manim_skill, 1.1k stars) and Blog Audio (AgriciDaniel/claude-blog, 2.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Cs Writer?

ChenShuo2004 (a GitHub user) maintains it in ChenShuo2004/cs-skills, which has 193 GitHub stars. The repository holds 26 skills in this directory. The repository was last updated on October 8, 2026.

Source: ChenShuo2004/cs-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.