JCRD Academic Experiment Designer Agent Skill

Guides experimental design, rigorous baseline comparisons, and result presentation for Journal of Computer Research and Development (JCRD)…

Context cost
1.6k tokensestimated from the bundle, loaded when it triggers
Bundle
1 file · 6.5 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

在为《计算机研究与发展》(Journal of Computer Research and Development, JCRD) 稿件设计与呈现实验时调用。覆盖研究问题到证据的匹配、公开数据集与真实系统的选择、可信基线与公平对比、评价指标与统计显著性、消融与敏感性分析、真实平台的性能能效度量、大模型/挖掘类研究的防污染与来源钉死、以及图表与结果呈现规范。适用于把一份计算机学科的中文稿件的实验部分做到能经受本刊双盲外审审视、证据充分且可复现的场景。

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.

documentationresearch

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.md6.5 kB · preview
--- name: jcrd-experiments ---
6# 《计算机研究与发展》实验设计与呈现 (JCRD Experiments)
7
8本技能帮助为《计算机研究与发展》(Journal of Computer Research and Development, JCRD) 稿件设计与
9呈现**实验**。JCRD 走**双盲多轮同行评审**,外审专家审视实验的**充分性、公平性与可复现性**。原则
10一句话:**让证据匹配论断的形态**——你声称什么,就用相应证据支撑什么,不多不少。
11
12## 一、研究问题到证据
13
14- 先把贡献拆成**可检验的研究问题 (RQ)**,每个 RQ 对应一组实验与一个结论。
15- 每个论断都要有证据;反之,每组实验都要服务某个论断,避免「为做而做」的堆砌。
16
17## 二、数据集与真实系统
18
19- 优先**公开数据集**(利于复现与对比);自建数据给构建/清洗脚本与统计描述。
20- 系统类工作用**真实平台或可信模拟器**,说明配置与负载。
21- 记录数据集**版本与抽取日期**(见 jcrd-reproducibility)。
22
23## 三、基线与公平对比
24
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md289 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.

≈70
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
1,555
on trigger
The instruction body, read only when the skill fires.
0.81%
of a 200k window
Ten skills this size would take about 8% of the window before you open a file.
050k100k150k200k context window

1.6k tokens, estimated from the bundle at four bytes to the token, held for the rest of the session once it triggers. Middling. Fine to keep on in a project where you use it weekly, worth unloading in one where you never do.

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

1 file, 6.5 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md6.5 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.

# JCRD Academic Experiment Designer · 1.6k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/jcrd-academic-experiment-designer/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/jcrd-academic-experiment-designer" ] && { [ ! -e .claude/skills/jcrd-academic-experiment-designer ] || { mv .claude/skills/jcrd-academic-experiment-designer "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/jcrd-academic-experiment-designer" .claude/skills/ && echo "Installed .claude/skills/jcrd-academic-experiment-designer"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add brycewang-stanford/jcrd-academic-experiment-designer

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

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
Referencebrycewang-stanford/jcrd-academic-experiment-designer

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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