New Topic Research Agent Skill

Researches and verifies authoritative technical facts, version specifications, and core concepts from official documentation to build…

Context cost
1.3k tokensestimated from the bundle, loaded when it triggers
Bundle
2 files · 5.1 kBtext throughout, nothing executable
Licence
MITthe author’s own terms
Last change
—no release on file
Servers it uses
Noneruns standalone

What it does

Use when a learner requests a library, framework, API, project, interview domain, or other topic whose reliable teaching assets are missing or may be version-sensitive.

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.md3.7 kB · preview
--- name: new-topic-research ---
6# 新主题研究
7
8当知识库没有可靠内容,或库、框架、API 会随版本变化时,先建立可信事实,再规划课程。研究不是给学习者堆链接,而是为教学决策提供最小、可追溯的依据。
9
10## 判断
11
12- 目标型短课且知识库已有同版本资产:可以直接复用,不重复搜索。
13- 选择“完整掌握”或高级工程师路线时,即使知识库已有基础内容,也要核对知识覆盖、当前版本、工程实践与毕业项目需要的官方资料。
14- 当日已完成且通过深度字段校验的 sources.json 可直接复用;重试 Plan 时不重复搜索。复用前必须确认顶层 topic 与本轮用户主题一致;不得因目录名相似而复用另一主题。文件缺失、过期、版本不清或覆盖不足才重新上网。
15- 新库、新框架、新 API、陌生项目或版本敏感内容:必须研究。
16- 用户提供的帖子、截图和面试题只能作为线索,不能替代官方文档。
17
18## 研究动作
19
201. 先用 python tools/web_search.py "<主题> official documentation getting started" 搜索。
212. 优先官方文档、官方仓库、标准或原始论文;必要时读取具体页面的正文。研究总预算约 90 秒,最多一次搜索和三个关键页面,每个页面最多 15 秒;禁止顺序探测十几条链接。HTTP 200 只证明地址可访问,不证明内容已读。搜索仅返回“我将搜索”等计划文字时不能当事实;可以在预算内直接读取已知官方文档,仍无有效证据则明确报告失败,不无限尝试。
223. 只收集影响学习路线的事实:当前版本、先修、最小安装、核心心智模型、运行机制、测试调试、工程边界、性能安全、最小运行例和常见破坏性差异。
23 面试路线必须使用“完整目标岗位 + 已确认技术栈”限定范围:优先官方技术文档、公开岗位能力要求和权威工程资料;公开面经只用来发现题型与表达场景,不把无来源答案当作事实。研究结果同时列出岗位能力域、技术栈核心主题、常见追问链和初学者先修缺口。
244. 输出结构化 sources.json,必须写入调用任务给出的**完整精确路径**;不要自己翻译主题、推测 slug 或另建相似目录。字段必须严格使用:
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md134 words
Files2
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.
1,225
on trigger
The instruction body and 1 supporting file, read only when the skill fires.
0.64%
of a 200k window
Ten skills this size would take about 6% of the window before you open a file.
050k100k150k200k context window

1.3k 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

2 files, 5.1 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in.

  • SKILL.md3.7 kB
  • evals/evals.json1.4 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. 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.

# New Topic Research · 1.3k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/new-topic-research/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/new-topic-research" ] && { [ ! -e .claude/skills/new-topic-research ] || { mv .claude/skills/new-topic-research "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/new-topic-research" .claude/skills/ && echo "Installed .claude/skills/new-topic-research"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add yyz666ai/new-topic-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/new-topic-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/new-topic-research/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/new-topic-research" ] && { [ ! -e ~/.claude/skills/new-topic-research ] || { mv ~/.claude/skills/new-topic-research "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/new-topic-research" ~/.claude/skills/ && echo "Installed ~/.claude/skills/new-topic-research" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/new-topic-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
Referenceyyz666ai/new-topic-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.

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