Industry & Market Research Agent Skill

Conducts evidence-based industry research, market sizing, competitive landscape analysis, and strategic market entry assessments through a…

Context cost
12.9k tokensestimated from the bundle, loaded when it triggers
Bundle
7 files · 51.6 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

面向行业研究、行业分析、市场研究与市场洞察(industry research / industry analysis / market research)的决策型研究 Skill,支持 Market Sizing、产业链与价值链、竞争格局、商业模式、企业进入、创业机会,以及对已有行业研究的继续、更新或深挖;即使尚未明确进入意图,行业研究或分析请求也应进入交互定界。对于单一事实查询、简单行业定义或普通百科式介绍,只回答实际问题,不运行完整流程。

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.

productivityresearch

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.md8.5 kB · preview
--- name: industry-research ---
6# 行业研究
7
8产出与决策相关的市场洞察。进入者视角适用时,进一步回答:**这个行业是否值得进入,应该优先从哪里进入?** 进入判断属于行业研究的决策层,不扩展为创业计划书。
9
10## 路由请求
11
12- 简单定义、普通介绍或单一事实查询:只回答实际问题,不运行完整流程。
13- 行业研究或分析:即使尚未说明进入意图,也进入 Gate 0,确认真实目的及进入者视角是否适用;不得降级为百科式概述。
14- 明确涉及企业进入、创业、新业务或机会判断:从 Gate 0 开始完整流程,沿用用户已给信息。
15- 单独 Market Sizing:先定边界,读取证据与测算 reference;除非用户要求,不扩展为完整行业研究。
16- 继续、更新或深挖已有研究:读取 [report-and-quality.md](references/report-and-quality.md) 的 Iteration Mode,只重开受影响的 Gate。
17
18## 选择研究深度
19
20默认 **Standard|标准研究**。Quick、Standard、Deep 共用下述流程,只改变证据广度、验证强度、企业样本和输出粒度,不改变真实性、可追溯性、计算与事实—假设规则。
21
22- **Quick|快速研究:** 聚焦核心问题,减少样本和非关键模块。
23- **Standard|标准研究:** 完成较全面的行业地图、章节审查和必要深挖。
24- **Deep|深度研究:** 扩大来源与经营路径覆盖,加强独立验证、反向证据、敏感性和可审计性。
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md206 words
Files7
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.

≈70
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
12,830
on trigger
The instruction body and 6 supporting files, read only when the skill fires.
6.5%
of a 200k window
Ten skills this size would take about 65% of the window before you open a file.
050k100k150k200k context window

12.9k 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, 51.6 kB on disk. A bundle is text throughout: the instructions the model reads, plus the templates it fills in. 1 file of its source is not in the download — listed after these, with why.

  • SKILL.md8.5 kB
  • README.md0.6 kB
  • agents/openai.yaml0.3 kB
  • references/company-models-and-opportunity.md7.5 kB
  • references/evidence-and-analysis.md8.2 kB
  • references/market-sizing.md7.6 kB
  • references/report-and-quality.md18.9 kB

Not in the download

Not carried is a type a skill download does not hold. Take it from its source.

  • .gitignorenot carried
What is not in it

No dependencies and nothing executable: a skill is text the agent reads, so the download is 7 files — not the whole of its source: 1 file is left out. It is listed under the files, with why.

Install

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

# Industry & Market Research · 12.9k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/industry-market-research/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/industry-market-research" ] && { [ ! -e .claude/skills/industry-market-research ] || { mv .claude/skills/industry-market-research "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/industry-market-research" .claude/skills/ && echo "Installed .claude/skills/industry-market-research"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add rigulevi-cell/industry-market-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/industry-market-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/industry-market-research/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/industry-market-research" ] && { [ ! -e ~/.claude/skills/industry-market-research ] || { mv ~/.claude/skills/industry-market-research "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/industry-market-research" ~/.claude/skills/ && echo "Installed ~/.claude/skills/industry-market-research" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/industry-market-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. It appears as industry-research in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, industry-market-research. Not in this download: 1 file of its source (which one, and why). Take it from its source.

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
Referencerigulevi-cell/industry-market-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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Anybody with an account, one review each. It carries the version that was current when you wrote it, and the publisher may reply once.

Who wrote it

RC
rigulevi-cell

Publishes on mcprush.

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