Market & Competitive Analysis Agent Skill

Conducts evidence-based market research and competitive intelligence analysis to generate decision-ready strategic reports.

Context cost
10.9k tokensestimated from the bundle, loaded when it triggers
Bundle
15 files · 71.5 kB5 scripts 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

为产品、增长、创业和战略决策执行基于证据的市场调研与竞品分析。适用于市场格局、竞品对比、定位、客户信号、近期竞争情报和战略机会分析;不适用于无证据的榜单文章或纯财务尽调。

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.

marketingresearch
Filed under

Sales & CRM

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.md4.1 kB · preview
--- name: market-competitive-analysis-skill ---
6# 市场与竞品研究
7
8产出支持决策的 Markdown 报告,而不是搜索结果汇编。保留用户提供的原始文件,将报告写入单独的交付文件。
9
10## 开始
11
121. 从请求中提取决策目标、读者、市场边界、地域、客户细分、已知竞品、排除项、输出语言和模式。只追问会实质改变研究结果的缺失信息。
132. 选择标准或深度模式。用户未指定时默认使用标准模式。读取 [references/workflow.md](references/workflow.md) 了解模式契约和停止条件。
143. 默认启用近期情报。以截止日期为终点使用最近三个自然月,显示包含首尾的准确日期和时区,不得用 90 天替代。用户明确排除近期情报时,在元数据中标为未请求,并保留简短的未执行章节。
154. 盘点可用能力:本地或用户资料、结构化数据或 API、网页搜索、页面抓取或浏览器、社区或社交来源、图片搜索。缺少可选能力时继续执行,并披露覆盖范围下降。
165. 在大规模检索前建立“问题到证据”计划。读取 [references/source-routing.md](references/source-routing.md) 了解来源选择、查询规划、能力状态和降级策略。
17
18## 研究循环
19
20使用有边界的证据循环,避免重复等价查询:
21
221. 明确要验证的主张或决策问题。
232. 按主张类型选择最佳来源通道。
243. 获取并阅读底层材料。
This is a preview of SKILL.md. Download or install the skill to get the whole thing.
In the file
SKILL.md91 words
Files15
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.

≈40
always loaded
The name and description, so the model knows the skill exists and when to reach for it.
10,835
on trigger
The instruction body and 14 supporting files, read only when the skill fires.
5.4%
of a 200k window
Ten skills this size would take about 54% of the window before you open a file.
050k100k150k200k context window

10.9k 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

15 files, 71.5 kB on disk. Mostly text — the instructions the model reads — with 5 scripts in it that your client would run only if the instructions tell it to. 7 files of its source are not in the download — listed after these, with why.

  • SKILL.md4.1 kB
  • README.md17.8 kB
  • agents/openai.yaml0.3 kB
  • assets/report-template.md3.2 kB
  • references/analysis-frameworks.md3.0 kB
  • references/evidence-policy.md3.4 kB
  • references/report-contract.md2.8 kB
  • references/source-routing.md3.6 kB
  • references/workflow.md4.5 kB
  • scripts/package_skill.py2.1 kB
  • scripts/validate_readme.py2.5 kB
  • scripts/validate_report.py14.1 kB
  • scripts/validate_skill.py2.7 kB
  • tests/test_package_and_validator.py6.6 kB
  • .github/workflows/validate.yml0.8 kB

Not in the download

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

  • .gitignorenot carried
  • assets/readme/report-preview.pngnot carried
  • assets/readme/research-workflow-en.drawionot carried
  • assets/readme/research-workflow-en.drawio.pngnot carried
  • assets/readme/research-workflow-zh.drawionot carried
  • assets/readme/research-workflow-zh.drawio.pngnot carried
  • VERSIONnot carried
What is not in it

A skill installs nothing and depends on nothing: it is a folder your client reads. This one carries 5 scripts beside the text, so the download is 15 files — not the whole of its source: 7 files are left out. They are 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.

# Market & Competitive Analysis · 10.9k tokens when loaded · macOS, Linux mkdir -p .claude/skills && t=$(mktemp -d) && curl -fsSL -o "$t/bundle.tar.gz" https://mcprush.com/api/skills/market-competitive-analysis/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/market-competitive-analysis" ] && { [ ! -e .claude/skills/market-competitive-analysis ] || { mv .claude/skills/market-competitive-analysis "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/market-competitive-analysis" .claude/skills/ && echo "Installed .claude/skills/market-competitive-analysis"
On Windows, or any OS with Node 20+
npx mcprush@latest skill add chrysfu/market-competitive-analysis

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/market-competitive-analysis/ 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/market-competitive-analysis/bundle.tar.gz && tar -xzf "$t/bundle.tar.gz" -C "$t" && [ -d "$t/market-competitive-analysis" ] && { [ ! -e ~/.claude/skills/market-competitive-analysis ] || { mv ~/.claude/skills/market-competitive-analysis "$t/.previous" && echo "Previous copy moved to $t/.previous"; }; } && mv "$t/market-competitive-analysis" ~/.claude/skills/ && echo "Installed ~/.claude/skills/market-competitive-analysis" (macOS, Linux) — or add --global to the npx line. The curl line replaces .claude/skills/market-competitive-analysis/ 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 market-competitive-analysis-skill in Gemini CLI, Codex, Copilot and Grok (its own name); Claude Code lists it by the folder name, market-competitive-analysis. Not in this download: 7 files of its source (the full list, and why). Take them 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
Referencechrysfu/market-competitive-analysis

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

CH
ChrysFu

Publishes on mcprush.

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