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.
npx skills add ace3000chao/book2startup --skill hire-for-culture-fitgit clone --depth 1 https://github.com/ace3000chao/book2startupWrote 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.
[](https://agentmods.dev/skills/ace3000chao/book2startup/hire-for-culture-fit)<a href="https://agentmods.dev/skills/ace3000chao/book2startup/hire-for-culture-fit"><img src="https://agentmods.dev/badge/skills/ace3000chao/book2startup/hire-for-culture-fit/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.
<a href="https://agentmods.dev/skills/ace3000chao/book2startup/hire-for-culture-fit"><img src="https://agentmods.dev/badge/skills/ace3000chao/book2startup/hire-for-culture-fit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00105 | $0.02838 |
| Opus 5 | $0.00053 | $0.01419 |
| Sonnet 5 | $0.00021 | $0.00568 |
| Haiku 4.5 | $0.00011 | $0.00284 |
Grade A, and why
hire-for-culture-fit 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 12d 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.
How it starts
The opening of the file, as written. The whole thing — 147 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Hire for Culture Fit(为文化契合度招聘)
R — 原文 (Reading)
"It's more important to hire for culture fit than for specific skills. Cultures are like immune systems and will spit out very capable people who do not align with its norms."
— Verne Harnish, Scaling Up, Chapter 4: The Team
招聘时,文化契合度(Core Values匹配)比具体技能更重要。文化就像免疫系统——它会排斥那些能力出众但不适应其价值观和行为规范的人。技能可以后天培训,但价值观的契合几乎是天生的,无法通过培训改变。
I — 方法论骨架 (Interpretation)
文化契合度优先于技能,这一原则的逻辑链条如下:
- 技能会过时,价值观不会 — 任何具体技能的平均寿命约5年,但Core Values是相对稳定的选人标准。以技能为主要标准招聘,会导致每隔几年就面临核心团队重建的风险。
- 能力强的"文化排斥者"是最危险的员工 — 他们有能力掩盖问题、赢得短期业绩,但长期会破坏团队信任、赶走其他人,最终损失超过他们贡献的价值。
- 文化不是软指标,是硬约束 — 必须在招聘流程中设置文化评估关卡,与技能评估同等权重,必要时文化不合格可以一票否决。
- 文化契合≠完全相似 — Harnish强调的是价值观契合,不是让团队变成"复制人"。背景、性格、专业技能可以多元,但Core Values必须统一。
- 试用期是文化的最后一道过滤器 — 即使通过了面试,新人入职后的3-6个月试用期仍然是文化契合度的观察期,必要时果断止损。
- 招聘决策的优先级公式:意愿(Will)> 价值观(Values)> 结果(Results)> 技能(Skills) — 招一个愿意学、能力适配、价值观一致的人,远优于招一个技能满分但态度傲慢的人。
- 面试中要测试行为而非简历 — "你过去如何处理X场景"比"你会如何处理X场景"更能预测文化契合度。
A1 — 书中的应用 (Past Application)
案例 1: 某营销公司招聘明星销售员
- 问题: 某营销公司招聘了一位业界知名的销售冠军,简历光鲜、业绩卓越,但入职3个月后与团队多次发生冲突,绕过流程直接向CEO汇报,不遵守公司会议纪律。
- 方法论的使用: Harnish指出:该公司招聘时只关注了"结果"维度(历史业绩),完全忽略了"价值观"和"意愿"维度。明星员工的个人英雄主义与公司的协作文化产生了根本冲突。
- 结论: 哪怕是顶尖业绩者,如果文化不契合,必须果断终止试用。6个月的痛苦远低于18个月的持续内耗。
- 结果: 该公司引入了文化行为面试环节(情景题),半年内将试用期离职率从40%降至15%。
案例 2: 某SaaS公司的"A类人才"幻觉
- 问题: CTO坚持只招聘"顶级学历+名企背景"的工程师,认为这是吸引A类人才的方式。但高标准导致招聘周期长达6个月,团队在等待中疲惫不堪,且入职后的高潜人才因为没有成长空间而离职。
- 方法论的使用: Harnish反驳:真正的A类人才不只是技能卓越,还包括强烈的学习意愿和与公司文化的天然契合。一味追求标签(学历/公司背书)反而错过了技能一般但文化高度匹配的高潜人才。
- 结论: 放弃"完美简历"执念,聚焦"成长型意愿+文化契合",可以大幅缩短招聘周期并提高留任率。
- 结果: 该公司调整招聘标准,6个月内将空缺岗位从9个降至2个,团队产出质量未下降。
案例 3: 某连锁餐饮的区域扩张人才困境
- 问题: 公司快速扩张到20个城市,从当地招募了大量区域经理,这些经理带来了各自的"成功经验"和管理风格,导致总部企业文化逐渐被稀释,服务标准不一致。
- 方法论的使用: Harnish强调:文化稀释是Scaling过程中最隐蔽的杀手。跨区域扩张时,每进入一个新城市,文化契合度筛选的重要性是技能筛选的2倍。
- 结论: 即使牺牲一些"能力速度",也要确保文化一致性。区域经理入职后必须经过系统的文化培训和认同确认。
- 结果: 该公司建立了"文化双签"制度——区域负责人的任命必须同时获得总部运营总监和文化官的认可。
A2 — 触发场景 (Future Trigger) ★
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.
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.
- 12d ago First seen · 147 lines · 105 tokens per session scan A f761c97d2eb1
hire-for-culture-fit is a skill published in the GitHub repository ace3000chao/book2startup (80 stars, last pushed 4mo ago), licensed MIT. It adds 105 tokens to every session and 2,838 once invoked, about $0.0005 per session on Opus 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.
Other skills, from other repositories
belbin-team-roles
Analyzes team composition using Belbin's nine team roles across Thinking, Action, and People categories. Maps team members to roles such as Plant, Shaper, Coordinator, Implementer, and others to identify gaps, overlaps, and imbalances. Use when hiring to fill role gaps, diagnosing recurring team conflicts, auditing…
inclusive-leadership
Provides daily practices for building genuinely inclusive teams through language audits, bias interruption, equitable hiring, cross-cultural sensitivity, and systemic fairness. Use when team composition lacks diversity, when DEI initiatives face backlash, when women or underrepresented groups stall in advancement…
hiring
Use when a role is open and you must write the job post, screen inbound candidates, structure the interview loop, or score them to a defensible Hire / On-Hold / No-Hire — including whether an AI résumé filter is legal. NOT after the offer is accepted — onboarding, payroll, performance (that is people-ops), NOT offer…
growth-mindset
Applies Carol Dweck's growth mindset framework to individual resilience and organizational culture, distinguishing between fixed mindset (ability is innate) and growth mindset (ability develops through effort and strategy). Use when processing failure and setbacks, reframing team responses to challenges, designing…
myers-briggs-type-indicator
Maps team cognitive diversity using the MBTI four-dichotomy personality framework: Extraversion/Introversion, Sensing/Intuition, Thinking/Feeling, Judging/Perceiving. Use when diagnosing co-founder communication friction, designing cognitively diverse teams, adapting communication style for different audiences…
organisational-culture
Audits organizational culture using Schein's three-level model: visible artifacts, espoused values, and basic underlying assumptions. Diagnoses gaps between stated values and actual behaviour to reveal the invisible beliefs driving organizational dynamics. Use when experiencing culture dilution during rapid hiring…