Evidence-Driven Writing Agent Skill

Transforms verified literature, experimental data, and research notes into rigorous, traceable academic arguments while preventing…

Context cost
5.1k tokensestimated from the bundle, loaded when it triggers
Bundle
2 files · 20.4 kBtext throughout, nothing executable
Licence
not declarednone named by its author
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

paper-write-zh内部证据写作参考,仅在中文正文写作流程已命中后按阶段读取,不作为用户请求的独立入口。用于把已核验文献、实验材料、图表和用户笔记转化为可追溯论证,防止编造引用、强结论无依据、规划数据冒充真实结果和正文混入过程痕迹。不承担独立系统性文献调研,相关任务转/doubao-literature-research。

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.

contentresearchwriting

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.md16.9 kB · preview
--- name: paper-write-zh-evidence ---
6# Evidence-Driven Writing:证据驱动写作
7
8本参考把文献池、实验材料和用户笔记转化为论文论证。它适用于引言、相关工作、文献综述、研究背景、讨论、结论,以及任何“说法必须有出处”的正文。
9
10## 一、硬门控
11
12涉及文献、实验、方法对比或领域判断的正文,不要直接生成。先在 write 阶段建立两个轻量思考产物;它们是成稿前的脚手架,可作为写作准备落在草稿开头或单独暂存,写作完成后不必保留在正文里:
13
141. **Evidence Map(证据图)**:哪些材料能支持哪些具体判断。
152. **Paragraph Blueprint(段落蓝图)**:每段承担什么论证角色、使用哪些证据、边界在哪里。
16
17证据图和段落蓝图是 write 阶段落笔前的准备,帮助避免边写边编。它们不是强制交付产物,check_draft.py 只校验最终正文的引用与形态,不检查蓝图文件是否存在;因此蓝图可写在草稿开头临时区,成稿后删去。
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19## 二、Evidence Map
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21每个可用来源一行。来源可以是文献、用户实验日志、图表、数据表、代码仓库说明、学校/期刊模板或用户笔记,但必须标明证据层级。
22
23```markdown
24| ID | 来源/材料 | 类型 | 可直接支持的事实 | 可写入正文的判断 | 使用位置 | 风险 |
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md650 words
Files2
Licencenot declared
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.

≈50
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
5,050
on trigger
The instruction body and 1 supporting file, read only when the skill fires.
2.5%
of a 200k window
Ten skills this size would take about 26% of the window before you open a file.
050k100k150k200k context window

5.1k 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

2 files, 20.4 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md16.9 kB
  • references/gpr-introduction-example.md3.5 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 2 files you can review in full before installing.

Install

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

# Evidence-Driven Writing · 5.1k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/evidence-driven-writing/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/evidence-driven-writing" ] && { [ ! -e .claude/skills/evidence-driven-writing ] || { mv .claude/skills/evidence-driven-writing "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/evidence-driven-writing" .claude/skills/ && echo "Installed .claude/skills/evidence-driven-writing"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add ahang1598/evidence-driven-writing

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

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
Referenceahang1598/evidence-driven-writing

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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