盒子原创行业研究 Skill 组合中的市场规模测算专项。按问题选择市场机会、交易经营、采购预算、财政经费、已有规模续算、宏观统计拆分、保有量更替或类比代理等方法,提供公式、参数、情景与敏感性分析,默认交付 Markdown 主报告和带公式的 Excel 计算附件。

MITAuto-check passedProduct & Project Management

Install Hehe Market Sizing

skills CLI
$ npx skills add hexiaofeier/hehe-industry-research-skill-pack --skill hehe-market-sizing -a claude-code

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

GitHub CLI
$ gh skill install hexiaofeier/hehe-industry-research-skill-pack hehe-market-sizing --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/hexiaofeier/hehe-industry-research-skill-pack.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/hehe-market-sizing .claude/skills/hehe-market-sizing && 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
hehe-market-sizing
GitHub stars
306
Token cost
~869 tokens
SKILL.md length
118 words
Files
8 (incl. references)
Skills in repo
13
Repo updated
First seen
Licence
MIT

At a glance

盒子原创行业研究 Skill 组合中的市场规模测算专项。按问题选择市场机会、交易经营、采购预算、财政经费、已有规模续算、宏观统计拆分、保有量更替或类比代理等方法,提供公式、参数、情景与敏感性分析,默认交付 Markdown 主报告和带公式的 Excel 计算附件。

  • Works in 4 steps: 选择测算角度 → 整理参数与计算 → 情景与敏感性 → …
  • Tasks that involve Market sizing
  • SKILL.md covers 一、启动与工作流程 and 二、核心测算能力
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Hehe Market Sizing is an agent skill from hexiaofeier/hehe-industry-research-skill-pack. 盒子原创行业研究 Skill 组合中的市场规模测算专项。按问题选择市场机会、交易经营、采购预算、财政经费、已有规模续算、宏观统计拆分、保有量更替或类比代理等方法,提供公式、参数、情景与敏感性分析,默认交付 Markdown 主报告和带公式的 Excel 计算附件。 由 hehe-industry-researcher 派发任务卡时按组合模式执行;用户直接要求“测算市场规模”“推算市场空间”或相关市场机会测算时独立启动,自行确认范围、搜索材料、分析、自审并保存成果。

Its SKILL.md is about 870 tokens, which your agent loads only when the skill is triggered. The skill folder holds 9 other files, including reference files (for example `agents/openai.yaml`, `references/专项工作流程.md` and `references/宏观与行业统计测算底数.md`).

It sits in Product & Project Management, covering Market sizing, Excel spreadsheets and Market research. It works with Microsoft Excel. The repository describes itself as: 盒盒原创中文行业与企业研究技能包:1 个总入口协同 13 个专项 Skill,支持完整行业研究或企业研究、以及市场格局、市场规模、企业画像等独立专项模块。 The licence is MIT.

When your agent uses it

  • Tasks that involve Market sizing
  • Tasks that involve Excel spreadsheets
  • Tasks that involve Market research

Example prompts

  • “测算市场规模”
  • “推算市场空间”
  • “/hehe-market-sizing”

Workflow steps

4 steps, taken from the step headings in SKILL.md.

  1. 选择测算角度
  2. 整理参数与计算
  3. 情景与敏感性
  4. 检查与解释结果

What it can do on your machine

Read from SKILL.md and the folder at commit 1fe260a. 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

Hehe Market Sizing loads about 869 tokens when it runs, and up to ~20k if it reads all its reference files. Until then it costs about 63 tokens; SKILL.md has 118 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~63
When it runs · the whole SKILL.md, loaded when a task matches
~869
With references · SKILL.md plus every file in references/, read only if the agent opens them
~20k

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

The full file from hexiaofeier/hehe-industry-research-skill-pack at commit 1fe260a, republished under its MIT licence (© hexiaofeier). 118 words, ~869 tokens.

Download SKILL.mdSave it as .claude/skills/hehe-market-sizing/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.
name
hehe-market-sizing
description
盒子原创行业研究 Skill 组合中的市场规模测算专项。按问题选择市场机会、交易经营、采购预算、财政经费、已有规模续算、宏观统计拆分、保有量更替或类比代理等方法,提供公式、参数、情景与敏感性分析,默认交付 Markdown 主报告和带公式的 Excel 计算附件。 由 hehe-industry-researcher 派发任务卡时按组合模式执行;用户直接要求“测算市场规模”“推算市场空间”或相关市场机会测算时独立启动,自行确认范围、搜索材料、分析、自审并保存成果。

市场规模测算

本 Skill 是盒子原创行业研究 Skill 组合中负责市场规模测算的专项 Skill,回答“测算什么、怎么算、哪些参数决定结果、结果能用到哪里”。

市场规模测算的精度取决于材料与实际交易、经营或需求的接近程度,也取决于材料覆盖和模型假设。优先使用厂商实际出货与价格、渠道实际动销、客户采购台账、样本调研,以及官方统计、监管披露、财报、招投标和合同等公开原始资料;第三方估计和分析假设可以使用,但要降低结论强度并说明限制。 本 Skill 不执行访谈、问卷等一线调研,但可以接收用户已有的一手材料;一手材料不是启动前提。没有内部或调研数据时,仍可依据公开原始资料和经核对的二手资料完成测算,按证据条件交付确定值、区间、数量级或情景结果。

一、启动与工作流程

  • 由 hehe-industry-researcher 调用: 收到任务卡和材料索引后,直接读取材料并执行测算,不重新启动路由。
  • 用户直接调用本 Skill: 本 Skill 单独启动,在对话中确认目的、对象、业务范围、地域、时间、用户口径要求及已有材料,再决定是否搜索。

开始执行前读取 专项工作流程,按对应路径接任务、搜索、审核、分析、自审和交付。 交付时读取 市场规模测算交付模板,默认同时交付完整 Markdown 主报告和带公式的 .xlsx 可复算模型;用户明确不要 Excel 时仍交付 Markdown,明确不落文件时在对话中完整交付 Markdown。当前环境没有可创建并重算 .xlsx 的能力时,仍完成 Markdown、参数和公式,但把工作簿标为待生成;不得把未生成、未重算的文件称为已完成模型。

完整交付原则。 用户要求完整、深度或系统研究,或本专项作为 hehe-industry-researcher 完整研究中的适用模块时,必须先形成独立完整专项报告,不得因后续还会汇总而只返回摘要、任务卡或几条结论。只有用户明确要求局部/简版,或资料只能支持有限披露时才切换输出模式,并在报告中标明;完整度按交付模板的分析单元和正文目标体量检查,交付前实际计数。

二、核心测算能力

1. 选择测算角度

先根据用户目的和材料条件,确定本次要回答什么,再选可用的测算角度。以下八个角度是常见且可组合的切入点,如果一个行业适配多个切入点,建议多角度测算并相互验证,但不要求全部计算。

切入点主要问题常用办法
市场机会总机会多大、能服务多少、某家企业能获得多少客户与用量估算、服务范围筛选、可获得客户或份额推算
交易与经营规模某年卖了多少、交易了多少、实现多少收入企业收入加总、销量乘均价、表观消费量、产品/渠道/地区加总
采购与预算客户计划采购多少、已招标或签约多少预算、招标、中标、合同分别汇总,结合执行情况估计
财政与经费某领域投入多少,其中多少用于目标用途经费分项加总、用途拆分、对外采购部分估计
已有规模续算已知前期规模,当期或未来可能是多少基期乘增长率、分业务续算、数量和价格分别更新
宏观与行业统计拆分能否从相关大盘子估计目标市场总量按相关占比拆分、统计数量乘单位支出、投入产出系数推算
保有量与更替存量每年要换多少、还能新增多少保有量 × 更换率 + 新增购买量
类比与代理指标数据极少时能否借相邻市场或相关可观测量估计成熟市场人均值折算、代理指标反推;结论强度低

选定角度后读取对应细则:

  • 市场机会(TAM/SAM/SOM): 三层口径、四层客户数、存量与流量两个轴的区分,以及全套名词对齐表,见 市场机会与口径术语。
  • 其余七个角度: 公式、参数、按业务调整的算法和使用检查,见 测算方法详解,该文件同时收录通用换算规则(跨期、跨币种、含税、名义/实际值)。
  • 需要比较历史、预测未来,或把需求换算成经营收入与可支撑主体数时,见同一文件的第八、九节。
  • 各角度的完整算例、常见错算方式及多角度交叉验证,见 测算参考示例。
2. 整理参数与计算

从用户提供已有材料、公开材料或现成历史分析中提取参数,不要求用户或搜索工具预先填齐全部分析字段。每个输入量单独登记一行,减项与系数同样是输入量;数值、范围、单位、时期、定义、来源及转换过程统一记录在 交付模板的参数表,判断类型与参数性质按该模板的对照表标注,保留材料状态和版本。

代入公式时保留“来源原值 → 必要换算 → 模型参数 → 结果”的计算过程,不能只列机构名称;本轮计算结果不得反过来充当本轮输入证据。

结果精度。 结果的有效位数不超过链条上最弱的那个参数。关键比例是估计值时,结果按两位有效数字或区间表达,不制造伪精度;中间计算仍用未取整值,展示值与计算值分开。

缺少参数时。 未说明或不适用的字段如实标注,不为填表强求补搜。只有缺项影响当前计算或判断时,再选择针对性补搜、可解释代理或显式假设,按交付模板的补证任务表列出缺什么、目标证据、可接受与不可接受的替代、影响位置和停止条件。仍无法确认时,可交付公式、模型骨架、区间或情景试算,并说明限制;弱证据和未解决冲突不能写成确定事实。

3. 情景与敏感性

当关键假设足以改变结果时,至少提供基准情景及上下边界;通常可用保守/基准/乐观三档。调整有依据的数量、价格、执行比例等参数;续算模型也可直接调整增长率参数,但要解释取值依据,不手改最终结果。

选出 1–3 个最影响结果且最不确定的参数,说明:参数变化范围;结果变化范围;哪个阈值会改变结论;是否存在供给、政策、预算或替代方案形成的非线性上限。

除参数变化外,登记结果不确定性来自哪里:覆盖缺口、代理参数、口径断点、模型结构还是外部约束。说明结果区间、关键翻转点和失效条件,不另建与材料审核重复的评级体系。

4. 检查与解释结果

存在独立且有意义的第二条路径时再做交叉检查;没有合适路径时,在交付中明确标记“单路径”,不为形式完整强行拼一个数字。按课题选择检查项:

  • 需求侧漏斗与供给约束的结果是否相容;
  • 互斥细分加总与已覆盖企业收入之和是否相容;
  • 人均、企均、席位均、设备均或单次支出是否具有业务合理性;
  • 成熟市场或相邻市场是否真正可比。成熟市场和相邻市场只用于比较机制、数量级或合理性,不能直接替代本地市场规模证据。

不同方法或第三方结果有差异时,依次检查:

市场定义|地域|年份|价格基础|税口径|汇率|客户范围|产品范围|分母|是否重复计算|预测假设

先解释差异来自哪里,再决定哪些结果可以比较。多个角度收敛也不等于正确,它们可能共用同一批错误前提,核对时确认输入是否真正独立。不得直接平均不同口径结果;无法解决的冲突转为区间、情境或待补证状态。

满足以下条件即可结束本次测算:

  • 目标数字及其范围已经确认;
  • 核心参数可追溯,公式可复算;
  • 关键假设已有情景或敏感性边界;
  • 独立检查没有发现会改变结论的新口径;
  • 新增材料只会增加细节,不会改变结果区间。

© hexiaofeier, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 7 other files (references) in skills/hehe-market-sizing of hexiaofeier/hehe-industry-research-skill-pack.

  • SKILL.md
  • agents/openai.yaml
  • references/专项工作流程.md
  • references/宏观与行业统计测算底数.md
  • references/市场机会与口径术语.md
  • references/市场规模测算交付模板.md
  • references/测算参考示例.md
  • references/测算方法详解.md

Open the folder on GitHubat commit 1fe260a

Compare with similar skills

Hehe Market Sizing 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.

Hehe Market Sizing compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Hehe Market Sizing this skillhexiaofeier/hehe-industry-research-skill-pack306—~869Automated safety check: PassMIT
Mx Finance Datahiboys/ExploreFinance365—~518Automated safety check: PassNone
Azure BoardsMicrosoftDocs/Agent-Skills776—~2.4kAutomated safety check: PassCC-BY-4.0
Market ResearcherNeverSight/learn-skills.dev2171 repos~2.1kAutomated safety check: PassNone
Management ConsultantDogInfantry/claude-skill-management-consultant-B1136—~14kAutomated safety check: PassCustom licence
Market SizingAlphaMao1/AlphaMao_Skills130—~1.9kAutomated safety check: PassNone

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  • Hehe Trend Analysis

    hexiaofeier/hehe-industry-research-skill-pack

    盒子原创行业研究 Skill 组合中的趋势分析专项。判断行业、技术、需求或商业化变化所处阶段、驱动机制、核心变量、时间关系、经营后果与证伪条件。用于“分析行业趋势或未来走向”“判断技术扩散阶段”“研究供需、需求演变或景气变化”等问题。

    306 GitHub stars~1.2k tokensUpdated 4 days ago
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  • Hehe Business Model

    hexiaofeier/hehe-industry-research-skill-pack

    盒子原创行业研究 Skill 组合中的商业模式分析专项。研究一个行业常见的商业模式、组合方式、演变趋势与护城河;或研究一家企业的业务与盈利模式,并与主要竞争企业比较。用于“这个行业有哪些商业模式”“分析某公司的商业模式”“这家公司和同行怎么赚钱”“模式怎样组合、扩张和演变”等问题,也支持收入成本、单位经济、现金转换等局部分析,交付对应的商业模式分析报告。

    306 GitHub stars~695 tokensUpdated 4 days ago
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  • Hehe Company Profile

    hexiaofeier/hehe-industry-research-skill-pack

    盒子原创行业研究 Skill 组合中的公司画像专项。建立一家企业或经营主体的可追溯经营画像,核对公司历史与组织、业务与产品、客户供应商等关键经营关系、商业化进展、增长与基础财务质量、治理、战略动作、风险及待验证信号。用于“建立某家公司经营画像”“梳理公司业务、客户供应商和商业化进展”“分析单公司经营基本面、经营质量或成长驱动”“梳理企业战略变化”或制作公司事实卡。

    306 GitHub stars~1.1k tokensUpdated 4 days ago
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Works with

Questions about Hehe Market Sizing

What does Hehe Market Sizing do?

盒子原创行业研究 Skill 组合中的市场规模测算专项。按问题选择市场机会、交易经营、采购预算、财政经费、已有规模续算、宏观统计拆分、保有量更替或类比代理等方法,提供公式、参数、情景与敏感性分析,默认交付 Markdown 主报告和带公式的 Excel 计算附件。. Hehe Market Sizing is an agent skill from hexiaofeier/hehe-industry-research-skill-pack.

When should I use Hehe Market Sizing?

Hehe Market Sizing fits situations like: tasks that involve Market sizing; tasks that involve Excel spreadsheets; tasks that involve Market research.

How do I install Hehe Market Sizing in Claude Code?

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

How do I install Hehe Market Sizing in Codex?

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

Can I use Hehe Market Sizing 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 hexiaofeier/hehe-industry-research-skill-pack --skill hehe-market-sizing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hehe-market-sizing, .gemini/skills/hehe-market-sizing, .github/skills/hehe-market-sizing and .opencode/skills/hehe-market-sizing in your project.

What does Hehe Market Sizing need to run?

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

Does Hehe Market Sizing 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 Hehe Market Sizing 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 Hehe Market Sizing use?

Hehe Market Sizing is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Hehe Market Sizing use?

About 869 tokens (SKILL.md is roughly 3.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 19k tokens, read only when the agent opens those files.

What are the alternatives to Hehe Market Sizing?

Skills that share tags, products or a category with Hehe Market Sizing: Mx Finance Data (hiboys/ExploreFinance, 365 stars), Azure Boards (MicrosoftDocs/Agent-Skills, 776 stars), Market Researcher (NeverSight/learn-skills.dev, 217 stars) and Management Consultant (DogInfantry/claude-skill-management-consultant-B1, 136 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Hehe Market Sizing?

hexiaofeier (a GitHub user) maintains it in hexiaofeier/hehe-industry-research-skill-pack, which has 306 GitHub stars. The repository holds 13 skills in this directory. The repository was last updated on October 6, 2026.

Source: hexiaofeier/hehe-industry-research-skill-pack on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.