Hiro Cold Read Agent Skill

Simulates an unbiased first-time target reader to provide objective diagnostic feedback on novel chapters without prescribing rewrites.

Context cost
525 tokensestimated from the bundle, loaded when it triggers
Bundle
1 file · 2.1 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

冷读——装成没读过设定的目标读者读章,只报读感,不开药方。作者想知道"读者会怎么读这章"时用。

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.

content

The skill itself

A skill is instructions the model reads, and here they are in full: the front matter loads with every session, and the body below it loads when the skill triggers.

SKILL.md2.1 kB
--- name: hiro-coldread disable-model-invocation: true ---
7冷读:装成一个**没读过设定**的目标读者(读者画像取自档案的语域参照与账本的类型承诺)。价值全在"冷"字——真读者手里没有设定簿,只有正文。它是账本"推进必须读者可感知"这条要求的唯一测试台。
8
9**何时用**:兑现章之后必用(这章落没落地是全书成败);幕末卷末做一次脉搏检查;你觉得不对但说不出哪里时。不要每章都用——为审核器写作,品味就外包了。
10
11## 读法(顺序就是纪律)
12
131. **先冷后对**:先只读指定正文(默认最新一章,作者点名就读点名的),像读者一样从头读到尾,记下读感——**这一步不许翻设定簿、账本、大纲**。读完才翻,做对账。
142. **报告四栏**,全部是症状,不是处方:
15 - **我以为的承诺**:这一章让我期待什么?和账本对账——读者没感知到的推进=白推进;读者感知到而账本没有的=意外开出的口子。
16 - **节奏**:哪里我想跳着读、哪里我停下来重读了、在哪一段走神的。
17 - **人物印象**:读完这章,这个人在我心里是什么样?和设定簿对账——偏差是漂移的早期信号。
18 - **基调兑现**:类型承诺(甜、日常、张力)这一章兑付了没有。
193. **铁律**:只报症状,不开药方,不动正文一个字。读者说哪里不对劲几乎总是对的,说该怎么改几乎总是错的——怎么改,是作者和 /hiro-draft 的事。
20
21## 完成
22
23报告交给作者,就完了。报告不落盘——它是一次读感,不是状态;症状是否算病,由作者裁决。作者看完想改 → /hiro-draft(修订会先盘问清楚);想聊为什么不对 → /hiro-brew;想留着以后处理的症状,说一声就丢进收件箱。
24
This is the whole of SKILL.md. Install the skill to get it and everything beside it.
In the file
SKILL.md35 words
Files1
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.

≈30
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
495
on trigger
The instruction body, read only when the skill fires.
0.26%
of a 200k window
Ten skills this size would take about 3% of the window before you open a file.
050k100k150k200k context window

525 tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Small enough to keep loaded permanently without thinking about it.

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, shown in full above.

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

1 file, 2.1 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md2.1 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 1 file 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.

# Hiro Cold Read · 525 tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/hiro-cold-read/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/hiro-cold-read" ] && { [ ! -e .claude/skills/hiro-cold-read ] || { mv .claude/skills/hiro-cold-read "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/hiro-cold-read" .claude/skills/ && echo "Installed .claude/skills/hiro-cold-read"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add hirovel/hiro-cold-read

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/hiro-cold-read/ 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/hiro-cold-read/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/hiro-cold-read" ] && { [ ! -e ~/.claude/skills/hiro-cold-read ] || { mv ~/.claude/skills/hiro-cold-read "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/hiro-cold-read" ~/.claude/skills/ && echo "Installed ~/.claude/skills/hiro-cold-read" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/hiro-cold-read/ 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. It appears as hiro-coldread in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, hiro-cold-read.

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
Referencehirovel/hiro-cold-read

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.

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