Cognitive Anchor Sketcher Agent Skill

Generates quirky 16:9 hand-drawn explanatory illustrations and structured shot lists for Chinese articles, workflows, and conceptual…

Context cost
22.6k tokensestimated from the bundle, loaded when it triggers
Bundle
12 files · 90.6 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

用于用户要求为中文文章、帖子、博客、Notion 文档、工作流文档、方法论、流程、结构、状态、隐喻或观点设计或生成小黑风格的怪诞手绘正文配图、配图建议、shot list、去标题或改图,并需要确认文章方向、画风、IP 与配图方案时。

What this skill changes about the agent has not been set out here as a list. Its SKILL.md, shown below, says it in the author’s own words.

design
Filed under

Design & Media

The skill itself

A skill is instructions the model reads, so you can see what you are getting: below is the start of its SKILL.md. The front matter loads with every session, the body loads when the skill triggers, and the whole file comes with the install.

SKILL.md9.8 kB · preview
--- name: cognitive-anchor-sketcher ---
6# 小黑怪诞正文配图
7
8## 核心定位
9
10为中文文章设计和生成 16:9 横版正文配图。目标不是做商业插画、PPT 信息图或可爱卡通,而是把文章里的关键判断、流程、结构、状态或隐喻,变成一张清爽、怪诞、有创意、可读但不说明书的手绘解释图。
11
12默认视觉 IP 是“小黑”:黑色实心、白点眼、细腿、空表情,认真做一件荒诞但成立的事。未指定 IP 时使用小黑;已选择的 IP 或角色必须参与画面的核心动作,不能只是站在旁边当装饰。
13
14## 先读这些参考
15
16按任务需要读取,不要一次塞满上下文:
17
18- references/style-presets.md:需要选择或解析画风时先读;确定预设后,再读取该预设所需的具体风格参考。
19- references/ip-profiles.md:需要选择或解析 IP 时先读;确定 profile 后,再读取所选 IP 的具体档案。
20- references/style-dna.md:风格 DNA、颜色、文字、禁忌。
21- references/xiaohei-ip.md:小黑 IP 的形象、性格、动作库和禁忌。
22- references/composition-patterns.md:结构类型、原创隐喻方法和反复刻规则。
23- references/prompt-template.md:单张生图提示词模板。
24- references/codex-cli-generation.md:唯一允许的 Codex CLI 生图后端、直接调用/单次桥接、ChatGPT 登录预检、子进程环境隔离、输出路径和硬停止规则;任何实际生成或改图前必读。
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md358 words
Files12
LicenceMIT
Why you can read it

Nothing in a skill executes. The client loads the text and the model follows it, so a skill can be audited the way a runbook is — by reading it.

What it costs in context

Skills are not billed by the call. They are paid for in context: every token the instructions occupy is a token your code, your diff and your conversation cannot use. Here is what this one takes and when it takes it.

≈40
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
22,610
on trigger
The instruction body and 11 supporting files, read only when the skill fires.
11.3%
of a 200k window
Ten skills this size would not fit in the window together.
050k100k150k200k context window

22.6k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Heavy. Teams tend to install this one per project rather than globally, and load it only when the job comes up.

Servers bill, skills cost

A server charges by the month. A skill charges once per session, in context, and then keeps charging it for as long as the session lives.

Before and after

The same question, put to the same model twice: once as it comes, and once with these instructions loaded.

No worked example has been published for this skill yet.

The procedure it runs

The procedure has not been set out here step by step. It is in the body of its SKILL.md: the start of it is shown above, and the whole file comes with the install.

Prose, not code

These steps are written for a model to follow, not executed by a runtime. It can still be told to skip one, and it will say so when it does.

Servers it uses

None. This skill calls no MCP servers at all.

Everything it needs is in the instructions, so it works in a project with nothing connected — the model reads the file and changes how it works with what it can already reach.

Its SKILL.md does not declare which tools it asks the agent for, so what it touches is whatever the instructions themselves ask for — read them before you install it.

What it asks for
Writes filesnot declared
Network accessnot declared

This SKILL.md carries no allowed-tools line, so neither is declared. A skill grants no permissions of its own — it can only ask for tools your client already has.

What it will not do

Every skill is narrow, and the useful ones say where they stop. These are the jobs this one is the wrong tool for.

What this skill is not for has not been published here. Nothing is implied by that: it is a section the author has not filled in.

What is in the bundle

12 files, 90.6 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md9.8 kB
  • agents/openai.yaml0.3 kB
  • references/codex-cli-generation.md37.2 kB
  • references/composition-patterns.md4.4 kB
  • references/ip-profiles.md7.6 kB
  • references/manual-chatgpt-image-prompts.md5.1 kB
  • references/prompt-template.md5.1 kB
  • references/qa-checklist.md5.7 kB
  • references/qa-dialogue-workflow.md11.0 kB
  • references/style-dna.md1.9 kB
  • references/style-presets.md1.0 kB
  • references/xiaohei-ip.md1.5 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 12 files you can review in full before installing. The MIT licence covers the templates and examples as well as the instructions.

Install

Installing copies the bundle into your project. Nothing runs at install time — the files sit on disk until the model reads them.

# Cognitive Anchor Sketcher · 22.6k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/cognitive-anchor-sketcher/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/cognitive-anchor-sketcher" ] && { [ ! -e .claude/skills/cognitive-anchor-sketcher ] || { mv .claude/skills/cognitive-anchor-sketcher "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/cognitive-anchor-sketcher" .claude/skills/ && echo "Installed .claude/skills/cognitive-anchor-sketcher"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add yangjing6213-dev/cognitive-anchor-sketcher

Windows PowerShell says 'running scripts is disabled on this system'? Run Set-ExecutionPolicy -Scope CurrentUser RemoteSigned once, or type npx.cmd instead of npx (codex.cmd, gemini.cmd, grok.cmd likewise). PowerShell 7 needs neither. Writes to .claude/skills/cognitive-anchor-sketcher/ in the current project. For every project instead, run mkdir -p ~/.claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/cognitive-anchor-sketcher/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/cognitive-anchor-sketcher" ] && { [ ! -e ~/.claude/skills/cognitive-anchor-sketcher ] || { mv ~/.claude/skills/cognitive-anchor-sketcher "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/cognitive-anchor-sketcher" ~/.claude/skills/ && echo "Installed ~/.claude/skills/cognitive-anchor-sketcher" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/cognitive-anchor-sketcher/ only after the download succeeds, so files left there by another skill of the same name, or by an older release, do not mix in. A copy already there is moved aside, not deleted, and the line prints where.

Which clients pick it up on their own

A skill is a folder of text. Most of these read a skills folder and pick it up without being told; the rest take the same folder another way — an upload in the app, a parameter on an API call — and then choose it by its description just the same.

Claude Code.claude/skills/
Claude DesktopCustomize › Skills
ChatGPTSkills › Create › Upload
Cursor.cursor/skills/
VS Code.github/skills/
Codex CLI.agents/skills/
Gemini CLI.gemini/skills/
Grok Build.grok/skills/
Microsoft CopilotSkills › Upload a skill
PerplexityComputer › Skills › Upload a skill
DeepSeek Harness.dsh/skills/
Zed.agents/skills/
Devin Desktop.devin/skills/
Windsurf (legacy).windsurf/skills/
OpenAI Agents SDKInstructions or sandbox Skills
HTTP / APIa request parameter
This release
Versionnot versioned
Publishedno release date on file
PriceFree
Referenceyangjing6213-dev/cognitive-anchor-sketcher

Versions

Its author publishes no version number, so there is nothing here to pin to: what you install is the folder as it stands today. Instructions change more often than APIs do — a skill can be rewritten entirely without anything it depends on moving.

Pinning

Nothing to pin to: this skill carries no version number of its own. What you install is what the folder holds on the day you install it.

Reviews

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Who wrote it

YD
yangjing6213-dev

Publishes on mcprush.

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