Chemical Review Intent Agent Skill

Transforms chemistry review concepts into structured, evidence-bounded research briefs through interactive domain interviews.

Context cost
5.8k tokensestimated from the bundle, loaded when it triggers
Bundle
7 files · 23.2 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

A chemistry-adapted grill-with-docs interview that turns a review idea into a shared, evidence-bounded brief.

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.md5.5 kB · preview
--- name: chemical-review-intent disable-model-invocation: true ---
7# Chemical Review Intent
8
9这是 Chemical Review 的轻量入口:用对话和语义 companion 把一个想法收敛成研究者愿意承担的 review-brief.md。Intent 只拥有意图材料;它不启动 Research、不调用 provider,也不主动读取无关 memory、历史、凭据、cookie、session 或 sibling checkout。
10
11## 输入、输出与读取边界
12
13- 默认只读用户当前消息、Intent 已有的 review-brief.md/提案/结果摘要,以及用户明确列入 allowlist 的项目材料。
14- 先加载 [grilling.md](grilling.md);需要化学术语或关系澄清时加载 [domain-modeling.md](domain-modeling.md);要组织 brief 字段和确认语义时加载 [brief-contract.md](brief-contract.md);要恢复、回顾或开启新一轮时加载 [result-and-revision.md](result-and-revision.md)。不要为了“完整”预先读取全部 companion。
15- Intent 的 canonical artifact 是已确认的 review-brief.md。未确认材料只能是草案、提案或 advisory,不得被下游当成 confirmed brief。
16- 本轮结束时留下人类可读的 Intent stage result summary;它供同会话继续、跨会话 resume 或独立入口使用,不是额外的仪式或隐藏状态。
17
18## 一次自然的工作回合
19
201. 先检查 allowlist 内已有答案、旧 brief 和未解决决定;指出缺失信息,不用历史上下文猜补。
212. 按 [grilling.md](grilling.md) 给出当前 frontier 的一小组相互依赖最少的问题;每题附一个推荐答案,等待研究者接受、改写、拒绝或明确保留 UNKNOWN。
223. 研究者回答后,回显本轮更新和仍然影响下游的 frontier。只有当前分支已回答、明确 UNKNOWN 或被研究者排除,才进入 shared understanding。
234. 术语含义发生长期变化时,按 [domain-modeling.md](domain-modeling.md) 记录 canonical term;普通措辞和一次性偏好留在 brief 或对话中。
245. 按 [brief-contract.md](brief-contract.md) 展示可审阅的 draft brief。研究者作出明确 confirmation of shared understanding 后,才写入或更新 review-brief.md;确认前不得开始 Research 或 brief advisory。
256. 按 [result-and-revision.md](result-and-revision.md) 记录本轮结果、未决问题、必要快照和下一步确认。核心研究问题、范围或证据标准改变时,从受影响的最早 frontier 重新确认。
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md269 words
Files7
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.

≈50
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
5,750
on trigger
The instruction body and 6 supporting files, read only when the skill fires.
2.9%
of a 200k window
Ten skills this size would take about 29% of the window before you open a file.
050k100k150k200k context window

5.8k 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

7 files, 23.2 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md5.5 kB
  • brief-contract.md4.3 kB
  • domain-modeling.md1.6 kB
  • expert-review.md4.8 kB
  • grilling.md3.0 kB
  • result-and-revision.md3.6 kB
  • agents/openai.yaml0.4 kB
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the bundle is 7 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.

# Chemical Review Intent · 5.8k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/chemical-review-intent/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/chemical-review-intent" ] && { [ ! -e .claude/skills/chemical-review-intent ] || { mv .claude/skills/chemical-review-intent "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/chemical-review-intent" .claude/skills/ && echo "Installed .claude/skills/chemical-review-intent"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add kenqia/chemical-review-intent

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/chemical-review-intent/ 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/chemical-review-intent/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/chemical-review-intent" ] && { [ ! -e ~/.claude/skills/chemical-review-intent ] || { mv ~/.claude/skills/chemical-review-intent "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/chemical-review-intent" ~/.claude/skills/ && echo "Installed ~/.claude/skills/chemical-review-intent" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/chemical-review-intent/ 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
Referencekenqia/chemical-review-intent

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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