x-factor-advantage

x-factor-advantage is a skill for Claude Code, Codex from ace3000chao/book2startup. It costs 106 tokens per session (2,150 once invoked), scanned A, original, MIT.

A framework for finding an advantage that is many times stronger than competitors’ and difficult for them to copy. It looks for a repeatable system built into the organisation, not just a feature or low price.

In plain words
What is it for?
Use it to examine possible moats, identify hard-to-copy capabilities, and connect a distinctive strength with measurable business value.
Why use it?
It helps companies move beyond small improvements that rivals can quickly imitate. The aim is to identify what could create a durable competitive barrier.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to examine possible moats, identify hard-to-copy capabilities, and connect a distinctive strength with measurable business value.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ace3000chao/book2startup/x-factor-advantage
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add ace3000chao/book2startup --skill x-factor-advantage
Clone the repo
git clone --depth 1 https://github.com/ace3000chao/book2startup

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for x-factor-advantage

README.md
[![agentmods](https://agentmods.dev/badge/skills/ace3000chao/book2startup/x-factor-advantage/github.svg)](https://agentmods.dev/skills/ace3000chao/book2startup/x-factor-advantage)
Your own site
<a href="https://agentmods.dev/skills/ace3000chao/book2startup/x-factor-advantage"><img src="https://agentmods.dev/badge/skills/ace3000chao/book2startup/x-factor-advantage/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for x-factor-advantage

Your own site · 80×15
<a href="https://agentmods.dev/skills/ace3000chao/book2startup/x-factor-advantage"><img src="https://agentmods.dev/badge/skills/ace3000chao/book2startup/x-factor-advantage.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 106 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,150 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00106 $0.02150
Opus 5.5 $0.00042 $0.00860
Sonnet 5.5 $0.00021 $0.00430
Haiku 4.5 $0.00011 $0.00215

Measured 1mo ago against content hash 0c86cc37f38a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

x-factor-advantage scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

ScalingUp-skills/x-factor-advantage/SKILL.md · 148 lines

How it starts

The opening of the file, as written. The whole thing — 148 lines — stays where its author put it; the contents beside it link to each section on GitHub.

X-Factor优势

R — 原文 (Reading)

"What is your X-Factor — a 10 times to 100 times underlying advantage over the competition — that completely wipes out any and all rivals?"

— Verne Harnish, Scaling Up, 第7章

X-Factor是七层战略架构(第7 Strata)的第六层,是战略的核心。它不是一个功能、一个产品或一个价格,而是一套根植于组织内部的系统,能让企业在某个维度上比竞争对手强10-100倍,并最终消灭竞争。


I — 方法论骨架 (Interpretation)

X-Factor不是"好一点",而是"彻底不同"。它必须回答:这个优势能否让对手根本无法追赶?

  1. 它是底层优势:来自系统/组织/文化,而非表面功能或价格。
  2. 它是10-100倍的差距:不是20%的领先,是数量级的碾压。
  3. 它消灭竞争:对手要么放弃,要么付出极高代价才能接近。
  4. 它存在于七层战略的第六层:前面五层是铺垫(品牌承诺→战略短句→差异化活动),X-Factor是内核引擎。
  5. 它结合Profit per X:X-Factor还要能转化为可衡量的经济价值——每单位X创造了多少利润。

简单说:找到一个你做得比任何人都强10倍的事,然后把这件事做成别人根本复制不了的系统。


A1 — 书中的应用 (Past Application)

案例1: 联邦快递的夜间送达

  • 问题: 联邦快递如何在空运快递市场建立不可逾越的优势?
  • 方法论的使用: 联邦快递没有在价格或客服上竞争,而是构建了一个"轴辐式航空网络+包裹分拣系统",实现竞争对手无法复制的夜间全球送达能力。
  • 结论: X-Factor = 每晚处理数百万包裹的系统能力,是竞争对手需要数年和数十亿美元才能复制的基础设施。
  • 结果: 对手要么放弃隔夜快递市场,要么只能做差异化细分(如DHL做国际)。

案例2: 亚马逊的Prime会员体系

  • 问题: 亚马逊如何在电商领域建立用户粘性护城河?
  • 方法论的使用: Prime不只是"两天免费送货",而是围绕物流网络、仓储系统、AWS云基础设施构建的规模化优势——每一层都在降低边际成本。
  • 结论: X-Factor = 规模经济+会员网络效应的复合优势,让每个新用户都让已有用户的服务更便宜。
  • 结果: 贝索斯能把价格压到竞争对手无法承受的水平,同时保持盈利。

案例3: 宜家的平板包装+自助组装

  • 问题: 宜家如何在家具行业建立不同于传统厂商的竞争壁垒?
  • 方法论的使用: 宜家没有在工艺或材料上与高端品牌竞争,而是重构了整个价值链:平板包装大幅降低运输成本,自助组装省去安装服务,自我配送整合进家得宝/劳氏的物流体系。
  • 结论: X-Factor = 低成本+自助服务+设计美学三者结合的系统,让传统家具商根本无法在同一维度竞争。
  • 结果: 宜家成为全球最大的家具零售商,单店收入是对手的数倍。

A2 — 触发场景 (Future Trigger) ★

用户会在什么情境下需要这个 skill?

  1. 竞争对手开始模仿自己的产品/服务,需要找到真正无法复制的东西
  2. 企业进入增长瓶颈,价格战无利润,需要建立非价格护城河
  3. 规划新业务/新产品时,想找到能彻底甩开后来者的核心优势
  4. 进行战略复盘,问"我们的核心竞争力到底是什么"
  5. 融资/上市准备,需要向投资人清晰表达为什么这家公司不可复制

语言信号(用户的话里出现这些就应激活)

  • "我们的护城河是什么"
  • "竞争对手copy我们怎么办"
  • "怎么才能比对手强10倍"
  • "这个优势别人复制不了"
  • "战略差异化到底在哪"

与相邻 skill 的区分

  • 与 BHAG 的区别:BHAG是25年愿景目标,X-Factor是达成目标的底层竞争优势引擎;BHAG回答"我们要成为什么",X-Factor回答"我们凭什么赢"。
  • 与 7 Strata of Strategy 的区别:7 Strata是完整的战略层次框架,X-Factor是其中第六层;X-Factor必须放在七层框架中才能找到,不能孤立存在。
  • 与 SWT分析 的区别:SWT是外部趋势分析工具,X-Factor是内部竞争优势挖掘;SWT问"市场走向哪",X-Factor问"我们强在哪"。

Read the full file on GitHub · 148 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 148 lines · 106 tokens per session scan A 0c86cc37f38a

Subscribe to this mod's changes

x-factor-advantage is a skill published in the GitHub repository ace3000chao/book2startup (90 stars, last pushed 5mo ago), licensed MIT. It adds 106 tokens to every session and 2,150 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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