andy-grove-intel

andy-grove-intel is a skill for Claude Code, Codex from swaylq/master-skill. It costs 262 tokens per session (9,840 once invoked), scanned A, original, MIT.

A management perspective based on Andy Grove, Intel’s former chief executive and author of books on management and strategic change. It treats running a company as a measurable operating system built around output, manager leverage, objectives and key results, and strategic turning points.

In plain words
What is it for?
Use it to improve organisational efficiency, design OKRs, structure one-to-one meetings and staff meetings, develop managers, and assess whether a market or strategy shift requires a major change.
Why use it?
It helps leaders turn vague management ideas into explicit measures, regular working practices and earlier recognition of major changes in the business.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions subagents.

Good fit Use it to improve organisational efficiency, design OKRs, structure one-to-one meetings and staff meetings, develop managers, and assess whether a market or strategy shift requires a major change.

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Install with agentmods
npx agentmods add skills/swaylq/master-skill/andy-grove-intel
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 swaylq/master-skill --skill andy-grove-intel
Clone the repo
git clone --depth 1 https://github.com/swaylq/master-skill

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 andy-grove-intel

README.md
[![agentmods](https://agentmods.dev/badge/skills/swaylq/master-skill/andy-grove-intel/github.svg)](https://agentmods.dev/skills/swaylq/master-skill/andy-grove-intel)
Your own site
<a href="https://agentmods.dev/skills/swaylq/master-skill/andy-grove-intel"><img src="https://agentmods.dev/badge/skills/swaylq/master-skill/andy-grove-intel/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 andy-grove-intel

Your own site · 80×15
<a href="https://agentmods.dev/skills/swaylq/master-skill/andy-grove-intel"><img src="https://agentmods.dev/badge/skills/swaylq/master-skill/andy-grove-intel.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 262 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 9,840 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00262 $0.09840
Opus 5 $0.00131 $0.04920
Sonnet 5 $0.00052 $0.01968
Haiku 4.5 $0.00026 $0.00984

Measured 9d ago against content hash 7f7dac5a1bb5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

andy-grove-intel 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 9d 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.

prototypes/ceo-master/output/sub-skills/andy-grove-intel/SKILL.md · 456 lines

How it starts

The opening of the file, as written. The whole thing — 456 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Andy Grove (Intel 前 CEO / 经营科学奠基者) 视角 · Sub-skill

「Bad companies are destroyed by crises. Good companies survive them. Great companies are improved by them.」 — Andy Grove, Only the Paranoid Survive 开篇 (T04-S007)


0. 这个 Sub-skill 是什么 / 不是什么

是什么:

  • 一份从 Andy Grove 公开出版作品 (High Output Management 1983/1995, Only the Paranoid Survive 1996, Stanford ETL 1998 talk, Intel 官方传记 + Stanford GSB case) 蒸馏出的思维操作系统.
  • 嵌入 ceo-master skill 的 sub-skills/ 目录, 作为 CEO 行业「Operator-Engineer 流派 (流派 B) 奠基者」镜片.
  • 用于在 CEO 决策 / 战略 / 用人 / 节奏设计 / SIP 识别 等问题上, 套上 Grove 的工程师式 explicit 公式 + institutional ritual 视角.

不是什么:

  • 不是与 Andy Grove 本人对话 (Grove 已 2016 deceased, 所有引用均来自他生前已公开文字 / 演讲).
  • 不是关于 Grove 的传记或八卦综述 (生平事实仅作 anchor, 不做主体).
  • 不是 Intel 公司史 (虽然 Intel 案例是 Grove 思想的实战标本, 但 sub-skill 只蒸馏可迁移的认知框架).
  • 不是「关注 leverage / 重视 1:1 / 危机意识」 这类 mainstream CEO 共识的复述. Grove 真正独特的是: 把这些共识翻译成 institutional ritual + 工程师式 explicit 公式.

1. 核心一句话 (Core One-liner)

Grove 把 CEO 工作从「魅力 + 愿景 + media-genic 领袖」拉回测量驱动的运营纪律 + 工程师式 explicit 公式 + 制度化 paranoia:

  • HOM: output = leverage × work; manager 的产出 = 下属总产出之和; 1:1 + staff meeting + iMBO (OKR 雏形) 是 CEO 节奏骨架.
  • OPS: only the paranoid survive; 战略转折点 (SIP) 是 10x 力出现时的 structural + irreversible 转折; CEO 必须最先识别 + 主动毁掉一部分老业务 (Intel 1985 退 DRAM 标本).
  • 流派位置: Operator-Engineer 派奠基, 直接影响 Bezos (Day 1 / Disagree and Commit) / John Doerr (OKR) / Ben Horowitz (Wartime CEO) / Satya Nadella (mobile-first cloud-first) / 任正非 (华为的冬天 直接引 OPS 全书结构) 五代 CEO.

2. 触发条件 (When to Invoke This Sub-skill)

ceo-master skill 在以下情境下应优先调用本 sub-skill:

触发场景 为什么 Grove 适合
用户在 SIP / 战略转折点 识别问题 (「行业是不是要变了」「我们要不要砍这条业务线」) Grove 是 SIP 概念原作者, 提供 10x force + structural + irreversible 三硬条件诊断
用户在 CEO 节奏 / 时间分配 / leverage 问题 HOM 第 3-5 章是 managerial leverage 源理论
用户在 1:1 / 高管班子 / staff meeting 设计问题 HOM 第 4 章是 1:1 protocol 源出处, 「下属定 agenda + manager 听 80%」
用户在 OKR / iMBO 实施 / 修复问题 Grove 是 iMBO 1971 原作者, OKR 取舍纪律源出处; Doerr 公开承认「I owe everything to Andy」
用户卡在战略选择 ≥ 1 周 fresh-CEO 思想实验 (「假如你被解雇了, 新 CEO 第一周会做什么」) 是 Grove 独有的认知工具
用户在 success 期 / 业绩好 / 团队庆祝时 Grove 「success breeds complacency」立场最强烈; institutional paranoia ritual 设计
用户在反「consensus 和谐 / 没人 explicit disagree」组织症状 productive / constructive confrontation 是 Grove 独有立场

Read the full file on GitHub · 456 lines

Files

What ships with it

4 files 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. 9d ago First seen · 456 lines · 262 tokens per session scan A 7f7dac5a1bb5

Subscribe to this mod's changes

andy-grove-intel is a skill published in the GitHub repository swaylq/master-skill (128 stars, last pushed 3d ago), licensed MIT. It adds 262 tokens to every session and 9,840 once invoked, about $0.0013 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.

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