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business-adventures-analysis-brooks
Use Business Adventures for "why did this fail?", "analyze this crisis", "what pattern applies?", or "what would Brooks notice?"
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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Use Business Adventures for "why did this fail?", "analyze this crisis", "what pattern applies?", or "what would Brooks notice?"
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
Harness Engineering 第一阶段:扫描现有项目,生成 AGENTS.md(目录文件)和完整的 docs/ 知识库结构。 当用户想要"为项目添加 agent 支持"、"让 AI 更好地理解我的项目"、"开始 harness engineering"、 "创建 AGENTS.md"、"搭建 agent 文档结构"、"让 Claude Code 更好地工作"时,立即使用此 skill。 也适用于用户说"帮我把项目文档整理好给 agent 用"、"我想开始用 AI agent 开发"、 "梳理这个项目能解决什么业务问题"或要求建立 business-solution.md 等场景。
Harness Engineering 第一阶段第二步:深度分析项目代码,填充业务解决方案、架构、约定、技术决策和质量标准等 docs/ 知识库内容。 在 harness-step1-create-agents-md 创建好目录骨架之后使用。当用户说"填充文档内容"、 "完善 docs/ 文件"、"让文档有实质内容"、"分析项目写架构文档"、"写 ARCHITECTURE.md"、 "写技术决策文档"、"从业务视角理解项目"、"完善 business-solution.md"时,立即使用此 skill。 前置条件:项目中已有 AGENTS.md 和 docs/ 目录骨架(由 harness-step1 创建)。
Developer implementation guide for building hierarchical (folded) memory into an Agent. Three-layer architecture where recent turns stay detailed, older content compresses into episodes, and the oldest distills into durable semantic facts. Use when compact-memory-implementation is not retaining enough, or when agents need to recall decisions from many sessions ago.
Design and implement a layered, configurable permission/safety system for agent tools. Use this skill when building an agent that needs to control which tool calls are auto-allowed, which require user confirmation, and which are denied — especially when the system must be configurable across multiple scopes (project/user/enterprise) and extensible via hooks. Triggers on: "权限系统", "工具安全", "tool permission", "permission system", "tool safety", "allow/deny rules", "hook system", "构建安全机制".
Define agent tools using the fail-closed design pattern — unified name/schema/security/execution in one class, with three-layer execution (validate → permission → call). Use this skill whenever the user wants to define a new agent tool, add permission or validation logic to an existing tool, or asks about 'build a tool', '定义一个工具', 'create a tool for X', '工具定义'. Framework-agnostic: works with hermes-agent, LangChain, or any Python agent framework.
Build LangChain (Python) tools using Claude Code's fail-closed design pattern — unified name/schema/security/execution in one class, with automatic three-layer execution (validate → permission → call). Use this skill whenever the user wants to define a new LangChain tool, add permission or validation logic to an existing tool, set up the ClaudeStyleTool base class in a project, or asks about "build_tool", "Claude Code style tool", "工具定义", or "langchain tool with permissions". Also trigger when the user says "create a tool for X" or "定义一个工具" in a LangChain Python project context, even without mentioning Claude Code explicitly.
| name | business-adventures-analysis-brooks |
| description | Use Business Adventures for "why did this fail?", "analyze this crisis", "what pattern applies?", or "what would Brooks notice?" |
| license | Skill distillation for personal/educational use. Do not reproduce source passages verbatim. |
Knowledge source: Business Adventures by John Brooks.
Architecture: Orchestrator + 6 subskills. The main SKILL.md routes the user query; subskills execute the diagnostic workflows and own their reference IDs.
business-adventures-analysis-brooks/
├── SKILL.md
├── quotes/
└── subskills/
├── m1_failure_diagnosis/
│ ├── module.md
│ └── references/case_library.md
├── m2_market_panic/
│ ├── module.md
│ └── references/case_library.md
├── m3_regulatory_risk/
│ ├── module.md
│ └── references/case_library.md
├── m4_product_innovation/
│ ├── module.md
│ └── references/case_library.md
├── m5_governance_accountability/
│ ├── module.md
│ └── references/case_library.md
└── m6_fraud_institutional_fragility/
├── module.md
└── references/case_library.md
Use this skill to apply John Brooks's Business Adventures as a diagnostic framework for corporate failures, market panics, product launches, governance breakdowns, regulatory risk, fraud, innovation, and financial culture.
The skill does not summarize the book or predict the future by analogy. It maps a live business situation to recurring Brooks patterns: panic, hubris, communication failure, incentive drift, regulatory lag, product-market mismatch, and institutional fragility.
Human nature is the constant; institutions are the variable. Identify the repeating human pattern first, then examine how structure, incentives, rules, timing, and information flow amplify it.
| Workflow | User question pattern | Inputs | Steps | Output | Should be subskill? |
|---|---|---|---|---|---|
| Failure diagnosis | "Why did this company, product, or strategy fail?" | Company/product, timeline, market context, decisions | Pattern map, decision chain, warning signals, preventable actions | Primary failure pattern and decision correction | Yes |
| Market panic analysis | "What is happening in this crash?" | Trigger, price moves, liquidity, media, forced sellers | Panic phase, technical amplifiers, stabilizers, uncertainty | Panic diagnosis and stabilizer map | Yes |
| Regulatory risk review | "Is this practice risky?" | Practice, disclosure, materiality, enforcement context | Materiality, public usability, tolerated-practice risk, rule-change trigger | Risk level and action | Yes |
| Product and innovation review | "Will this launch or innovation work?" | Product, customers, incumbents, distribution, research | Timing test, differentiation, incumbent blind spots, commercialization | Stop/redesign/accelerate/monitor recommendation | Yes |
| Governance accountability | "Is management handling this well?" | Board, incentives, crisis response, shareholder/stakeholder power | Formal power vs real consequences, incentives, accountability | Governance diagnosis | Yes |
| Fraud and institutional fragility | "How exposed is this system?" | Trust mechanism, counterparties, collateral, disclosure, losses | Hidden exposure, responsibility transfer, contagion path, controls | Fragility map and safeguards | Yes |
Invoke this skill when the user asks:
| User question type | Must run | Optional run |
|---|---|---|
| Broad case diagnosis or postmortem | M1 Failure Diagnosis | M3, M4, M5, or M6 depending on facts |
| Market crash, liquidity stress, speculative mania, selloff | M2 Market Panic | M6 if counterparties or technical systems are central |
| Insider information, disclosure, antitrust, tax, tolerated practice | M3 Regulatory Risk | M5 if board/executive accountability matters |
| Product launch, failed product, innovation, incumbent blindness | M4 Product and Innovation | M1 for full failure postmortem |
| Board conduct, shareholder power, executive accountability, crisis leadership | M5 Governance Accountability | M3 if legal exposure is material |
| Fraud, collateral failure, hidden exposure, systemic support, institutional trust | M6 Fraud and Institutional Fragility | M2 if panic dynamics are present |
| User asks only for historical parallel | Run the closest single module | M1 if the parallel needs a broader diagnosis |
references/case_library.md; when citing Brooks-derived claims, use the IDs from the module actually run.## Brooks Pattern Diagnosis
- Situation:
- Primary module:
- Supporting modules:
- Active human pattern:
- Closest historical parallel:
## Diagnostic Chain
- Trigger:
- Decisions:
- Incentives:
- Amplifiers:
- Warning signals:
- Missing facts:
## Risk / Opportunity
- Current risk:
- Latent risk:
- Rule-maker, stabilizer, or accountable actor:
- What would change the diagnosis:
## Recommendation
- Continue / change / stop:
- Immediate action:
- What to monitor:
- Evidence needed next:
## Sources
- REF-...
| Subskill | Path | Status |
|---|---|---|
| M1 Failure Diagnosis | subskills/m1_failure_diagnosis/ | Available |
| M2 Market Panic | subskills/m2_market_panic/ | Available |
| M3 Regulatory Risk | subskills/m3_regulatory_risk/ | Available |
| M4 Product and Innovation | subskills/m4_product_innovation/ | Available |
| M5 Governance Accountability | subskills/m5_governance_accountability/ | Available |
| M6 Fraud and Institutional Fragility | subskills/m6_fraud_institutional_fragility/ | Available |
When the user asks for sources, or when producing a formal analysis, cite the quote files for Brooks-derived principles. Each routed module has a references/case_library.md with stable IDs mapped to the quote files and anchors below.
Quote files:
quotes/market-dynamics-quotes.md — market fluctuation, panic psychology, technical breakdown, speculative cycles.quotes/corporate-strategy-quotes.md — product failure, Edsel, Xerox, innovation, corporate decline.quotes/risk-crisis-quotes.md — fraud, crisis, regulation, institutional fragility.quotes/investor-behavior-quotes.md — stockholder power, speculation, Wall Street behavior.quotes/wall-street-wisdom-quotes.md — finance culture and recurring market lessons.Anchor mapping:
market-dynamics-quotes.md: #market-will-fluctuate, #morgans-maxim, #antiperistasis-defined, #expectation-vs-event, #tape-delay-consequences, #panic-psychology, #crisis-creates-chaos, #psychological-gestures, #bellwether-stocks, #round-number-psychology, #specialist-wisdom, #crisis-unfathomable, #speculative-cycles, #sweetness-of-honeycorporate-strategy-quotes.md: #edsel-market-research, #car-personality, #edsel-name-decision, #timing-risk, #kaiser-lesson, #styling-decisions, #image-conflict, #copies-stigma, #copies-suspicion, #corner-game, #tragic-flaw, #communication-problem, #corporate-power, #meeting-authorityrisk-crisis-quotes.md: #insider-information-value, #stacked-deck, #insider-incentive, #haupt-risk, #vegetable-oil-exposure, #exchange-responsibility, #sherman-act, #conspiracy-concealment, #price-fixing-penalty, #central-bank-purpose, #federal-reserve-role, #tax-law-scope, #two-currenciesinvestor-behavior-quotes.md: #never-give-advice, #entertainment-vs-greed, #jokes-as-attraction, #walk-ins-as-indicator, #lunch-hour-selling, #who-sold-in-crash, #mutual-funds-as-stabilizer, #funds-spotted-bargains, #losing-other-peoples-money, #fear-of-fund-redemptions, #air-of-unreality, #public-individuals-role, #margin-call-spiralwall-street-wisdom-quotes.md: #market-fragility, #edsel-lesson, #salad-oil-swindle, #stockholder-decline, #xerox-complacency, #go-go-years, #de-la-vega-observationCitation format:
> "Author's exact words here."
>
> - [*Business Adventures*, cited excerpt](https://github.com/simbajigege/book2skills/blob/main/skills/business-adventures-analysis-brooks/quotes/market-dynamics-quotes.md#panic-psychology)
Use only exact quote text from the quote files. If no exact quote fits, cite the closest anchor or module reference ID and state that the reasoning is a paraphrased Brooks application.
quotes/ or a module case_library.md.