Agent skill

Market Research

by CatCatUncle in CatCatUncle/openworkbuddy

市场调研与市场规模测算——TAM/SAM/SOM 两条路各算一遍,对不上就把差距摊开讲. An agent skill from CatCatUncle/openworkbuddy.

Custom licenceAuto-check passedMarketing & SEO

Install Market Research

skills CLI
$ npx skills add CatCatUncle/openworkbuddy --skill market-research -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install CatCatUncle/openworkbuddy market-research --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/CatCatUncle/openworkbuddy.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/market-research .claude/skills/market-research && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
market-research
GitHub stars
282
Token cost
~365 tokens
SKILL.md length
97 words
Files
1
Skills in repo
22
Repo updated
First seen
Licence
Custom licence

At a glance

市场调研与市场规模测算——TAM/SAM/SOM 两条路各算一遍,对不上就把差距摊开讲. An agent skill from CatCatUncle/openworkbuddy.

  • Works in 6 steps: 结论先行:市场多大、增速多少、值不值得做、最大的风险是什么——四句话 → 规模测算:两条路的完整算式,每个系数挂来源 → 竞争格局表 + 定位图 → …
  • Tasks that involve Market research
  • SKILL.md covers 适用场景, 铁律:一个市场规模数字,必须两条路各算一遍, 三层口径,别混着说 and 竞争格局:成表,不要写散文, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Market Research is an agent skill from CatCatUncle/openworkbuddy. 市场调研与市场规模测算——TAM/SAM/SOM 两条路各算一遍,对不上就把差距摊开讲

Its SKILL.md is about 370 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Marketing & SEO, covering Market research and Market sizing. The repository describes itself as: Open-source Claude Cowork / Codex alternative — a local-first AI office agent that turns one request into real PPTX, DOCX, XLSX and HTML files. Runs DeepSeek, Qwen, Doubao…

When your agent uses it

  • Tasks that involve Market research
  • Tasks that involve Market sizing

Example prompts

  • “/market-research”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. 结论先行:市场多大、增速多少、值不值得做、最大的风险是什么——四句话
  2. 规模测算:两条路的完整算式,每个系数挂来源
  3. 竞争格局表 + 定位图
  4. 客户与需求:谁在买、为什么买、现在用什么替代方案("用 Excel 凑合"也是竞品)
  5. 风险与不确定性:数据缺口、政策、口径分歧
  6. 来源清单

What it can do on your machine

Read from SKILL.md and the folder at commit 23d1768. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Market Research loads about 365 tokens when it runs. Until then it costs about 15 tokens; SKILL.md has 97 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~15
When it runs · the whole SKILL.md, loaded when a task matches
~365

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 97 words (~365 tokens).

name
market-research

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/market-research of CatCatUncle/openworkbuddy.

Open the folder on GitHubat commit 23d1768

Compare with similar skills

Market Research next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Market Research compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Market Research this skillCatCatUncle/openworkbuddy282—~365Automated safety check: PassCustom licence
Startup Designferdinandobons/startup-skill1.2k—~8.1kAutomated safety check: PassMIT
Market Research ReportsK-Dense-AI/claude-scientific-writer2.4k1 repos~3.5kAutomated safety check: PassMIT
Market Research Analysismanojbajaj95/claude-gtm-plugin105—~2.6kAutomated safety check: PassMIT
Product Strategistnicepkg/auto-company1951 repos~2.4kAutomated safety check: PassNone
Market Researchshawnpang/startup-founder-skills343—~1.9kAutomated safety check: PassMIT

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Questions about Market Research

What does Market Research do?

市场调研与市场规模测算——TAM/SAM/SOM 两条路各算一遍,对不上就把差距摊开讲. An agent skill from CatCatUncle/openworkbuddy. Market Research is an agent skill from CatCatUncle/openworkbuddy.

When should I use Market Research?

Market Research fits situations like: tasks that involve Market research; tasks that involve Market sizing.

How do I install Market Research in Claude Code?

Run `npx skills add CatCatUncle/openworkbuddy --skill market-research -a claude-code`. Or copy the skill folder (skills/market-research in CatCatUncle/openworkbuddy) into .claude/skills/market-research in your project. Claude Code loads it when a task matches its description.

How do I install Market Research in Codex?

Run `npx skills add CatCatUncle/openworkbuddy --skill market-research -a codex`. Or copy the skill folder (skills/market-research in CatCatUncle/openworkbuddy) into .agents/skills/market-research in your project. Codex loads it when a task matches its description.

Can I use Market Research in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add CatCatUncle/openworkbuddy --skill market-research -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/market-research, .gemini/skills/market-research, .github/skills/market-research and .opencode/skills/market-research in your project.

What does Market Research need to run?

SKILL.md names no scripts, command-line tools or credentials: Market Research is instructions for the agent only.

Does Market Research access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Market Research safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Market Research use?

Market Research has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Market Research use?

About 365 tokens (SKILL.md is roughly 1.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Market Research?

Skills that share tags, products or a category with Market Research: Startup Design (ferdinandobons/startup-skill, 1.2k stars), Market Research Reports (K-Dense-AI/claude-scientific-writer, 2.4k stars), Market Research Analysis (manojbajaj95/claude-gtm-plugin, 105 stars) and Product Strategist (nicepkg/auto-company, 195 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Market Research?

CatCatUncle (a GitHub user) maintains it in CatCatUncle/openworkbuddy, which has 282 GitHub stars. The repository holds 22 skills in this directory. The repository was last updated on October 10, 2026.

Source: CatCatUncle/openworkbuddy on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.