Agent skill

Ray Writer

by imraywang in imraywang/rayskills

把灵感、剪藏审核卡、调研包或已有草稿写成有 Ray 态度、有情绪、有传播力的中文长文,接入本地 Obsidian 知识库的成稿、发布与复盘流程;也把外文/他人文章做成带授权署名的译介稿。表达先行——以 Ray 本人口吻把观点和情绪说满,拿不准或编补的内容列进文末「待确认」由 Ray 决定。用于“把这个 idea 写成文章”“写一篇公众号或 X…

Custom licenceAuto-check passed

Install Ray Writer

skills CLI
$ npx skills add imraywang/rayskills --skill ray-writer -a claude-code

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

GitHub CLI
$ gh skill install imraywang/rayskills ray-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/imraywang/rayskills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ray-writer .claude/skills/ray-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
ray-writer
GitHub stars
159
Token cost
~987 tokens
SKILL.md length
195 words
Files
8 (incl. scripts, references)
Skills in repo
12
Repo updated
First seen
Licence
Custom licence

At a glance

把灵感、剪藏审核卡、调研包或已有草稿写成有 Ray 态度、有情绪、有传播力的中文长文,接入本地 Obsidian 知识库的成稿、发布与复盘流程;也把外文/他人文章做成带授权署名的译介稿。表达先行——以 Ray 本人口吻把观点和情绪说满,拿不准或编补的内容列进文末「待确认」由 Ray 决定。用于“把这个 idea 写成文章”“写一篇公众号或 X…

  • Works in 6 steps: 建立最小写作任务 → 找素材 → 连续写完全文 → …
  • SKILL.md covers 唯一的风格约束, 固定原则, 先判断任务状态 and 译介模式, plus 3 more sections
  • Runs Python scripts from its folder; calls python3

What it does

Ray Writer is an agent skill from imraywang/rayskills. 把灵感、剪藏审核卡、调研包或已有草稿写成有 Ray 态度、有情绪、有传播力的中文长文,接入本地 Obsidian 知识库的成稿、发布与复盘流程;也把外文/他人文章做成带授权署名的译介稿。表达先行——以 Ray 本人口吻把观点和情绪说满,拿不准或编补的内容列进文末「待确认」由 Ray 决定。用于“把这个 idea 写成文章”“写一篇公众号或 X 长文”“检查或重写这篇文章”“翻译/转载这篇文章”时。找不到兼容知识库先转交 ray-obsidian;定稿改口播稿转交 ray-kb;不自动发布,也不使用 WeWrite。

Its SKILL.md is about 990 tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including scripts and reference files (for example `agents/openai.yaml`, `evals/evals.json` and `references/knowledge-pipeline.md`).

It works with Obsidian. The repository describes itself as: 面向 AI Builder 的实战 Skill 工具箱:10 个可执行、可验证、可恢复的工作流,/ray 路由 + 内容生产管线直达公众号与 X Articles 草稿箱,支持 Claude Code、Codex 与 WorkBuddy。

Example prompts

  • “把这个 idea 写成文章”
  • “写一篇公众号或 X 长文”
  • “检查或重写这篇文章”
  • “/ray-writer”

Requirements

  • Python 3

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. 建立最小写作任务
  2. 找素材
  3. 连续写完全文
  4. 自修与终检
  5. 落盘与回流
  6. 封面与平台交接

What it can do on your machine

Read from SKILL.md and the folder at commit 2ad2449. 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

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3

    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

Ray Writer loads about 987 tokens when it runs, and up to ~4.6k if it reads all its reference files. Until then it costs about 68 tokens; SKILL.md has 195 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~68
When it runs · the whole SKILL.md, loaded when a task matches
~987
With references · SKILL.md plus every file in references/, read only if the agent opens them
~4.6k

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); the scripts in this folder are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 195 words (~987 tokens).

name
ray-writer

Read the full SKILL.md on GitHub

Files

SKILL.md and 7 other files (scripts, references) in skills/ray-writer of imraywang/rayskills.

  • SKILL.md
  • agents/openai.yaml
  • evals/evals.json
  • references/knowledge-pipeline.md
  • references/quality-gates.md
  • references/translation.md
  • references/voice.md
  • scripts/article_check.py

Open the folder on GitHubat commit 2ad2449

Compare with similar skills

Ray 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.

Ray Writer compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ray Writer this skillimraywang/rayskills159—~987Automated safety check: PassCustom licence
Obsidian BasesAtmosphere/atmosphere3.8k22 repos~3.2kAutomated safety check: PassApache-2.0
Knap Markdown Templateskepano/obsidian-skills49k2 repos~986Automated safety check: PassMIT
JSON Canvasheyitsnoah/claudesidian2.6k18 repos~3.5kAutomated safety check: PassMIT
Obsidian MarkdownAtmosphere/atmosphere3.8k20 repos~1.3kAutomated safety check: PassApache-2.0
Obsidian CLIAtmosphere/atmosphere3.8k13 repos~795Automated safety check: PassApache-2.0

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Works with

Questions about Ray Writer

What does Ray Writer do?

把灵感、剪藏审核卡、调研包或已有草稿写成有 Ray 态度、有情绪、有传播力的中文长文,接入本地 Obsidian 知识库的成稿、发布与复盘流程;也把外文/他人文章做成带授权署名的译介稿。表达先行——以 Ray 本人口吻把观点和情绪说满,拿不准或编补的内容列进文末「待确认」由 Ray 决定。用于“把这个 idea 写成文章”“写一篇公众号或 X…. Ray Writer is an agent skill from imraywang/rayskills.

How do I install Ray Writer in Claude Code?

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

How do I install Ray Writer in Codex?

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

Can I use Ray 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 imraywang/rayskills --skill ray-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/ray-writer, .gemini/skills/ray-writer, .github/skills/ray-writer and .opencode/skills/ray-writer in your project.

What does Ray Writer need to run?

Going by SKILL.md and its folder, Ray Writer needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Ray 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 Ray 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Ray Writer use?

Ray Writer has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Ray Writer use?

About 987 tokens (SKILL.md is roughly 3.9k 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 3.7k tokens, read only when the agent opens those files.

What are the alternatives to Ray Writer?

Skills that share tags, products or a category with Ray Writer: Obsidian Bases (Atmosphere/atmosphere, 3.8k stars), Knap Markdown Templates (kepano/obsidian-skills, 49k stars), JSON Canvas (heyitsnoah/claudesidian, 2.6k stars) and Obsidian Markdown (Atmosphere/atmosphere, 3.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ray Writer?

imraywang (a GitHub user) maintains it in imraywang/rayskills, which has 159 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on September 23, 2026.

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