Medical Literature Monitoring Agent Skill

Tracks, synthesizes, and monitors recent medical research, clinical guidelines, and regulatory updates with automated Feishu reporting.

Context cost
14.8k tokensestimated from the bundle, loaded when it triggers
Bundle
9 files · 85.2 kB1 script among them — read before you run
Licence
not declarednone named by its author
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

医学进展跟踪 Skill。用于医生、研究人员或医学内容团队对相关领域最新进展的跟踪和调研需求,当用户提出“查询最新进展、订阅监控进展更新、定期更新推送”等需求时,可以调用该技能跟踪相关医学主题的研究、预印本、指南/共识、监管、临床试验、会议和专业资讯进展,首次检索生成飞书进展报告,并邀请用户确认订阅定时监控推送,用户确认后创建定时任务,定时任务中需要强调后续推送时调用本 Skill 呈现新增进展变化。调研某领域最新医学进展需求使用本 Skill,普通医学文献调研、综述或课题调研请用医学文献检索技能;基于具体患者或明确临床问题的诊疗分析请用临床诊疗与循证技能。

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.

monitoringproductivityresearch

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.md16.4 kB · preview
--- name: doubao-medical-literature-monitoring ---
6# 医学证据持续监控
7
8每期创建一份新的、面向医生阅读的飞书进展报告。上一期报告和原定时任务用于恢复配置、帮助减少重复和延续跟踪,不向用户展示检索流水、内部台账或任务状态。
9
10## 执行原则
11
12- **多路发现、统一择优**:论文发现先并行使用 general_search 与 scholar_search,随后无论首批数量是否已足,都尽量并行尝试 PubMed、Europe PMC、Crossref 三个结构化 URL,补充更完整的题录、摘要和高质量正式论文。三入口任一失败即跳过,不循环重试;正式发表研究仍不充足时才追加预印本检索。预印本不是每期必跑项。
13- **来源偏好是软偏好**:关注主题和重点话题决定查询与排序;来源范围偏好用于加权、补充和展示,不是白名单、硬准入或“必须逐个覆盖”的清单。不要因为某个偏好来源没有结果而中止报告。
14- **论文宁缺勿滥**:预警/疑似掠夺性、期刊身份或同行评议机制不透明、明显低质量的论文不进入报告。开放获取(OA)本身不是低质量证据,不得仅因 OA 排除正规高质量期刊;结合期刊质量信号、研究设计和来源透明度判断。
15- **不逐篇回读**:检索结果和摘要足以支持候选时,不再逐篇 web.fetch 确认日期、补摘要或补刊名。只对少量日期冲突、链接异常、来源身份不清或关键数字缺少支持的最终候选选择性回源。
16- **单文件运行态**:各路检索结果先保留在当前上下文中,完成检索、去重和筛选后只写一次最终 report-data.json。不要生成 evidence-ledger.json、batch-*.json、逐批快照或嵌套转义的 JSON 字符串;使用原生 JSON 写入 UTF-8 文件并保留可读中文。
17- **最少但必要的检查**:报告只保留有可点击来源和非空证据片段的内容,禁止题名空壳。飞书文档创建后只做一次 scope=full 回读,确认正文非空、主要章节和入选条目标题可见即可。【监管-01】、监管 - 01 等括号或空格差异不是失败条件,不运行精确 display_id 格式验证,也不因此重建文档。
18- **尽量不派生子 Agent**:由当前主 Agent使用批量并行工具调用完成检索、筛选、写作和交付。只有用户明确要求,或单 Agent 遇到真实工具硬限制时才例外。
19- **聊天表达自然**:最终聊天摘要和订阅邀请可适度使用 1–3 个与进展、报告或提醒相关的 emoji,帮助扫读;不要每段堆 emoji,也不要用 emoji 替代医学事实、证据边界或风险表述。
20
21## 1. 判断当前动作
22
23- **首次只表达持续关注**:完成一次检索并创建首期报告,不创建定时任务;报告后自然邀请订阅。
24- **明确要求创建订阅**:从原话预填关注主题领域、重点标注话题、更新频率、来源范围偏好;更新频率缺失时,根据领域更新速度和首期检索结果生成默认建议。邀请用户进一步明确重点关注的子领域、技术路线、人群或进展类型;确认后只创建一个任务。
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md391 words
Files9
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.

≈90
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
14,760
on trigger
The instruction body and 8 supporting files, read only when the skill fires.
7.4%
of a 200k window
Ten skills this size would take about 74% of the window before you open a file.
050k100k150k200k context window

14.8k 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

9 files, 85.2 kB on disk. Mostly text — the instructions the model reads — with 1 script in it that your client would run only if the instructions tell it to.

  • SKILL.md16.4 kB
  • agents/doubao.yaml3.9 kB
  • assets/feishu-monitor-template.xml10.5 kB
  • references/baseline-and-multisource-search.md13.8 kB
  • references/dedup-and-medical-delta.md1.5 kB
  • references/monitor-contract.md1.5 kB
  • references/output-and-qa.md9.7 kB
  • references/scheduled-run-protocol.md2.1 kB
  • scripts/render_overview_whiteboard.py25.8 kB
What is not in it

A skill installs nothing and depends on nothing: it is a folder your client reads. This one carries 1 script beside the text, so the bundle is 9 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.

# Medical Literature Monitoring · 14.8k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/medical-literature-monitoring/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/medical-literature-monitoring" ] && { [ ! -e .claude/skills/medical-literature-monitoring ] || { mv .claude/skills/medical-literature-monitoring "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/medical-literature-monitoring" .claude/skills/ && echo "Installed .claude/skills/medical-literature-monitoring"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add ahang1598/medical-literature-monitoring

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

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/medical-literature-monitoring

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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