Chemical Review Research Agent Skill

Discovers scientific sources, routes authorized full-text literature, and constructs structured evidence ledgers for chemistry research…

Context cost
5k tokensestimated from the bundle, loaded when it triggers
Bundle
7 files · 19.8 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Discover sources, route legal full text, and prepare a human-readable chemistry evidence handoff.

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.md4.4 kB · preview
--- name: chemical-review-research disable-model-invocation: true ---
7# Chemical Review Research
8
9Research 是一个文档型证据工作台,只在 Intent 已产生并由研究者确认的 review-brief.md 上工作。它拥有候选、检索、全文请求、证据 ledger 和 Research 结果摘要;不把任何 provider、parser 或脚本当成核心依赖,也不静默改写 review-brief.md。
10
11默认只读当前 confirmed brief、Research 自己的阶段材料、上一次 Research result summary,以及研究者明确列入 allowlist 的额外材料。不要主动加载无关 memory、隐藏历史、父上下文、凭据、cookie、session 或 sibling checkout。若 brief 或必要摘要缺失,说明缺口并请求材料,不能从上一段聊天猜补。
12
13按语义边界渐进加载本目录 companion:
14
151. [preflight.md](preflight.md):快速了解当前网络、检索、全文和解析能力;
162. [discovery-and-screening.md](discovery-and-screening.md):围绕 brief 找候选、去重、解释取舍;
173. [candidate-acceptance.md](candidate-acceptance.md):在全文成本扩大前,把候选集交给研究者接受、返回或暂停;
184. [full-text-and-resume.md](full-text-and-resume.md):路由合法全文、绑定授权 PDF、区分解析摘录与核验事实,并保留可恢复的进度;
195. [evidence-and-handoff.md](evidence-and-handoff.md):维护 evidence ledger、coverage/stopping 和可读 Research handoff。
20
21## 推荐节奏
22
23- 先按 [preflight.md](preflight.md) 对当前 brief 所需的最佳路线和有现实价值的备选路线做小型实际探针。每条路线必须报告 pass、failure 或 not-verified 的证据、影响、官方配置入口、配置位置/变量名和 rerun 动作。configure_and_continue 只表示去配置后回来,不表示正式 Research 开始;必须另行得到 confirm_formal_start 或清楚的自然语言确认。
24- 按 [discovery-and-screening.md](discovery-and-screening.md) 用同义词、定义、方法/材料、关键事件、引用、作者和近期进展等互补路径寻找候选;保存 raw hits、去重关系、稳定 identity、路径覆盖和筛选理由。
25- 按 [candidate-acceptance.md](candidate-acceptance.md) 在全文成本扩大前展示候选角色、覆盖、误收风险和高影响缺口。研究者接受或明确修改后,才可进入全文路线;不能自动接受或自动降级。
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md159 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.
4,900
on trigger
The instruction body and 6 supporting files, read only when the skill fires.
2.5%
of a 200k window
Ten skills this size would take about 25% of the window before you open a file.
050k100k150k200k context window

5k 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, 19.8 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md4.4 kB
  • candidate-acceptance.md2.7 kB
  • discovery-and-screening.md2.6 kB
  • evidence-and-handoff.md3.0 kB
  • full-text-and-resume.md3.9 kB
  • preflight.md2.8 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 Research · 5k 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-research/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/chemical-review-research" ] && { [ ! -e .claude/skills/chemical-review-research ] || { mv .claude/skills/chemical-review-research "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/chemical-review-research" .claude/skills/ && echo "Installed .claude/skills/chemical-review-research"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add kenqia/chemical-review-research

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

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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