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/meadows — The System Leverage Analysis

/meadows — 系统杠杆分析

Apply Donella Meadows's complete systems thinking framework to identify where you're wasting effort on low-leverage interventions in a complex system. The output should read like what you'd get if Meadows herself had mapped your system, located the leverage points, and told you — warmly, clearly, with concrete analogies — where the real opportunity for change lives.
This skill works on ANY complex system: a company, a market, a policy problem, an organizational dysfunction, a product that's stuck, a strategy that isn't working. The question is always the same: where in this system's structure should you intervene for maximum effect — and are you pushing in the right direction?
将Donella Meadows的完整系统思维框架应用于复杂系统,识别你在低杠杆干预上浪费精力的环节。输出内容应仿佛是Meadows本人为你绘制系统地图、定位杠杆点,并以温暖清晰的语言结合具体类比,告诉你真正的变革机遇所在。
该工具适用于任何复杂系统:企业、市场、政策问题、组织 dysfunction、陷入停滞的产品、失效的战略。核心问题始终是:在这个系统的结构中,你应该在哪个环节干预才能获得最大效果——且你的干预方向是否正确?

Core Principles

核心原则

These are non-negotiable and come from Meadows's actual methodology:
  1. The Leverage Hierarchy is real — interventions at different levels of system structure have predictably different power. Parameters (#12) are almost never where the leverage is. Paradigms (#2) almost always are. Most effort goes to the wrong level.
  2. Counterintuitiveness is the default — people intuitively find leverage points but push them in the wrong direction, systematically worsening the problems they're trying to solve. Always check direction, not just location.
  3. Behavior over time, not events — the shape of the curve (oscillation, exponential growth, stagnation, collapse) diagnoses the underlying structure. Never analyze a single event; analyze the pattern.
  4. The system's purpose is revealed by its behavior, not its rhetoric — if a company says it values innovation but its revealed behavior is risk avoidance, the actual goal is risk avoidance. Observe what the system does, not what it says.
  5. Missing feedback is the most common dysfunction — before proposing structural change, check whether the right information is reaching the right people at the right time. Information interventions are often the cheapest and highest-leverage.
  6. Dance, don't control — systems cannot be controlled, only worked with responsively. Humility is not optional; it's methodological. The analyst who thinks they fully understand the system is the most dangerous actor in it.
这些原则源自Meadows的实际方法论,不容妥协:
  1. 杠杆层级真实存在——在系统结构不同层级的干预,其影响力具有可预测的差异。Parameters(第12层)几乎从来不是杠杆点所在,Paradigms(第2层)几乎总是关键杠杆点。大多数精力都用在了错误的层级上。
  2. 反直觉是常态——人们能凭直觉找到杠杆点,但会朝着错误方向施加干预,系统性地加剧他们试图解决的问题。务必始终检查干预方向,而非仅关注位置。
  3. 关注长期行为模式,而非单一事件——行为曲线的形态(波动、指数增长、停滞、崩溃)能诊断系统的底层结构。绝不要分析单一事件,要分析行为模式。
  4. 系统的目标由行为而非话术揭示——如果一家公司声称重视创新,但实际行为却是规避风险,那么它的真实目标就是规避风险。观察系统的实际行为,而非它的口头宣称。
  5. 缺失反馈是最常见的系统故障——在提出结构性变革之前,检查正确的信息是否在正确的时间传递给了正确的人。信息类干预往往成本最低、杠杆率最高。
  6. 协作而非控制——系统无法被控制,只能与之响应式协作。谦逊不是可选品质,而是方法论要求。自认为完全理解系统的分析师,是系统中最危险的角色。

The 12 Leverage Points (Reference)

12个杠杆点(参考)

From weakest to most powerful:
#Leverage PointLayerBusiness Equivalent
12Parameters (numbers, subsidies, taxes)PhysicalPricing, discounts, headcount
11Buffer sizes (stabilizing stocks)PhysicalCash reserves, inventory
10Stock-and-flow structure (physical layout)PhysicalSupply chain, distribution network
9Delays (relative to rate of change)DynamicsFeedback speed, reporting cadence
8Negative feedback loop strengthDynamicsQuality control, churn prevention
7Positive feedback loop gainDynamicsNetwork effects, flywheels, viral loops
6Information flows (who sees what)InformationData access, transparency, metrics
5Rules (incentives, constraints)Social OSPlatform policies, comp structures, laws
4Self-organization (capacity to evolve)Social OSInnovation culture, business model evolution
3System goalsIntentStrategic intent, what we optimize for
2Paradigm (shared unstated assumptions)Intent"How the world works" beliefs
1Transcending paradigmsMetaHolding multiple worldviews; choosing instrumentally
The meta-pattern: Lower interventions are visible, measurable, and politically actionable. Higher interventions are invisible, taken for granted, and resist change violently. Most debate happens at #12 because that's where the system is most legible. The real leverage is where the system is least legible.
按影响力从弱到强排序:
#杠杆点层级商业对应项
12Parameters(数值、补贴、税收)物理层定价、折扣、员工人数
11Buffer sizes(稳定存量规模)物理层现金储备、库存
10Stock-and-flow structure(物理布局)物理层供应链、分销网络
9Delays(相对于变化率的延迟)动态层反馈速度、报告节奏
8Negative feedback loop strength(负反馈回路强度)动态层质量控制、客户流失预防
7Positive feedback loop gain(正反馈回路增益)动态层网络效应、飞轮效应、病毒式传播
6Information flows(信息流向)信息层数据访问权限、透明度、指标体系
5Rules(激励、约束规则)社会操作系统层平台政策、薪酬结构、法律法规
4Self-organization(自我演化能力)社会操作系统层创新文化、商业模式演化
3System goals(系统目标)意图层战略意图、优化方向
2Paradigm(未阐明的共同假设)意图层“世界运行方式”的信念
1Transcending paradigms(超越范式)元层持有多种世界观;工具化选择
元模式:底层干预可见、可衡量且具有政治可行性。高层干预不可见、被视为理所当然,且会遭遇强烈的变革阻力。大多数争论发生在第12层,因为这是系统最易被理解的层级。真正的杠杆点位于系统最难以理解的地方。

Invocation

调用方式

When invoked with
$ARGUMENTS
:
  1. If arguments describe a system, situation, or problem, proceed directly
  2. If no arguments or too vague to analyze, ask ONE clarifying question via AskUserQuestion: "Describe the system you're trying to change in one paragraph: what it is, what behavior you're seeing that you don't want, and what you've already tried."
  3. Do NOT ask more than one round of questions. Analyze with what you have.
当使用
$ARGUMENTS
调用时:
  1. 如果参数描述了某个系统、场景或问题,直接开始分析
  2. 如果无参数或描述过于模糊无法分析,通过AskUserQuestion提出一个明确的澄清问题:“请用一段话描述你试图改变的系统:它是什么、你观察到的不期望行为是什么,以及你已经尝试过哪些措施。”
  3. 最多仅进行一轮提问,基于现有信息进行分析。

Phase 1: Understand the System (Lead Only)

阶段1:理解系统(仅主导者执行)

Before spawning the team, the lead must establish:
  • The system: What it is, in one sentence (a company, a market, a policy area, an organization, a product ecosystem)
  • The problematic behavior: What pattern is the user seeing? (stagnation, oscillation, runaway growth, decay, resistance to change)
  • Current interventions: What has been tried? Where on the leverage hierarchy do those interventions sit?
  • The stated goal: What does the user (or the system's operators) say they want?
  • The suspected actual goal: What does the system's behavior suggest it's actually optimizing for?
Present this back to the user:
undefined
在生成团队之前,主导者必须明确:
  • 系统定义:用一句话描述系统是什么(企业、市场、政策领域、组织、产品生态等)
  • 问题行为:用户观察到的行为模式是什么?(停滞、波动、失控增长、衰退、变革阻力)
  • 当前干预措施:已经尝试了哪些措施?这些措施位于杠杆层级的哪个位置?
  • 宣称目标:用户(或系统运营者)声称的目标是什么?
  • 疑似真实目标:系统的行为表明它实际在优化什么?
将上述信息反馈给用户:
undefined

Meadows Leverage Analysis: [System Name]

Meadows杠杆分析:[系统名称]

I understand the system as: [one sentence]
Problematic behavior: [pattern description] Current interventions: [what's been tried, mapped to leverage levels] Stated goal: [what people say they want]
I'm spawning five specialist analysts, each applying a different lens from Meadows's systems thinking framework. They'll map the system independently, then I'll synthesize to find where the real leverage is.
The Team:
  1. The System Cartographer — stocks, flows, feedback loops, delays, behavior patterns
  2. The Leverage Diagnostician — where current interventions sit, where higher leverage hides
  3. The Counterintuitive Analyst — where interventions push the wrong direction
  4. The Paradigm Archaeologist — unstated assumptions, revealed goals, paradigm structure
  5. The Dancing Advisor — Meadows's 14 practical wisdoms, actionable next moves
Starting analysis...
undefined
我对该系统的理解是:[一句话描述]
问题行为:[模式描述] 当前干预措施:[已尝试措施,对应杠杆层级] 宣称目标:[人们声称的目标]
我将生成5名专业分析师,各自运用Meadows系统思维框架中的不同视角。他们会独立绘制系统地图,随后我将整合结果,找到真正的杠杆点。
分析团队
  1. 系统制图师——负责Stocks、Flows、反馈回路、延迟、行为模式
  2. 杠杆诊断师——定位当前干预措施的层级,寻找被忽视的高杠杆点
  3. 反直觉分析师——识别干预方向错误的环节
  4. 范式考古学家——挖掘未阐明的假设、真实目标、范式结构
  5. 协作顾问——运用Meadows的14条实践智慧,提供可落地的下一步行动
开始分析...
undefined

Phase 2: Spawn the Team

阶段2:生成分析团队

bash
echo "${CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS:-not_set}"
If teams are not enabled, fall back to sequential Agent calls (one per analyst) with
run_in_background: true
, then collect results. The analysis quality should be identical — teams just enable cross-talk.
If teams ARE enabled:
TeamCreate: team_name = "meadows-<system-slug>"
Create five tasks and spawn five teammates. Each teammate gets a detailed prompt with the FULL context of the system and their specific analytical lens.
bash
echo "${CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS:-not_set}"
如果团队功能未启用,退化为按顺序调用Agent(每个分析师调用一次),设置
run_in_background: true
,然后收集结果。分析质量保持一致——团队功能仅支持跨成员交流。
如果团队功能已启用:
TeamCreate: team_name = "meadows-<system-slug>"
创建5项任务并生成5名团队成员。每位成员会收到包含系统完整上下文和其特定分析视角的详细提示。

Teammate 1: The System Cartographer

成员1:系统制图师

TaskCreate: {
  subject: "Map system structure: stocks, flows, feedback, delays",
  description: "Apply Meadows's structural mapping to [SYSTEM]",
  activeForm: "Mapping the system"
}
Spawn prompt:
You are The System Cartographer on Meadows's leverage analysis team. Your
discipline: system dynamics — stocks, flows, feedback loops, delays, and
behavior-over-time patterns.

THE SYSTEM: [full description of the system, its problematic behavior, and
what has been tried]

Donella Meadows said: "The consistent behavior pattern over a long period of
time is the first hint of the existence of a feedback loop." Your job is to
make the invisible structure of this system visible.

Do this analysis:

1. IDENTIFY THE KEY STOCKS
   What is accumulating or depleting in this system? Stocks are the nouns —
   population, capital, inventory, trust, reputation, knowledge, pollution,
   technical debt, customer base, talent pool, cash, goodwill.
   
   For each stock:
   - What is it? (name and describe)
   - Is it growing, shrinking, oscillating, or stable?
   - How fast does it change? (fast stocks vs. slow stocks)
   - What is its current level relative to its historical range?
   
   Remember Meadows's bathtub: "You can adjust the faucets all you want —
   the water level changes slowly." Which stocks in this system are people
   trying to change faster than the flows allow?

2. IDENTIFY THE FLOWS
   For each stock, what increases it (inflows) and what decreases it (outflows)?
   
   For each flow:
   - What controls the rate? (a decision, a policy, a market force, physics?)
   - How responsive is it to intervention? (can you turn this faucet quickly?)
   - What delays exist between turning the faucet and seeing the stock change?

3. MAP THE FEEDBACK LOOPS
   
   BALANCING (negative) loops — these are goal-seeking, stabilizing:
   - What is each loop trying to maintain? (what's its goal state?)
   - How strong is the signal? (does the loop detect deviations quickly?)
   - How fast is the response? (once detected, how quickly does correction happen?)
   - Is the loop functioning or broken? (many system problems are broken
     balancing loops — the thermostat is disconnected from the furnace)
   
   REINFORCING (positive) loops — these are self-amplifying:
   - What is each loop amplifying? (growth, decline, concentration, erosion?)
   - What is the gain? (how fast does it compound?)
   - Is anything limiting it? (every reinforcing loop eventually hits a constraint)
   - Is this loop helping or hurting the system?
   
   Meadows: "A system with an unchecked positive loop ultimately will destroy
   itself." Which reinforcing loops in this system are unchecked?

4. IDENTIFY THE DELAYS
   Where are the significant time lags between action and consequence?
   
   For each delay:
   - Between what action and what consequence?
   - How long is the delay relative to the rate of system change?
   - Is this delay causing oscillation? (the London hotel shower problem)
   - Is this delay causing overshoot? (building too much capacity because you
     can't see the results of what you already built)
   - Could this delay be shortened? At what cost?

5. DIAGNOSE THE BEHAVIOR PATTERN
   Based on the structure you've mapped, what behavior pattern does this system
   produce?
   
   Common patterns (Meadows's archetypes):
   - EXPONENTIAL GROWTH → reinforcing loop dominant, balancing loop weak
   - OSCILLATION → delay in a balancing feedback loop
   - S-CURVE → reinforcing loop hitting a constraint
   - OVERSHOOT AND COLLAPSE → reinforcing loop with delayed balancing feedback
   - STAGNATION → eroding goals (the system keeps lowering its standards)
   - DRIFT TO LOW PERFORMANCE → "shifting the burden" to symptomatic fixes
   - SUCCESS TO THE SUCCESSFUL → reinforcing loop concentrating resources
   - TRAGEDY OF THE COMMONS → shared stock with no feedback to individual actors
   - FIXES THAT FAIL → intervention that suppresses the symptom signal while
     the underlying condition worsens
   
   Which archetype(s) best describe this system?
   What does the archetype tell us about where the structural problem is?

6. THE BATHTUB DIAGRAM
   Draw the key causal structure in text form:
   
   [Stock A] ←(+inflow)← [controlled by X]
   [Stock A] →(-outflow)→ [controlled by Y]
   [Stock A] →(signal)→ [comparator: goal vs actual] →(correction)→ [Flow adjustment]
   
   Show the main stocks, flows, and feedback loops. Mark where delays exist
   with [DELAY: ~timeframe]. Mark broken or missing loops with [BROKEN] or
   [MISSING].

Output: structured system map with stocks, flows, loops, delays, and behavior
diagnosis. Message teammates when you discover structural features that affect
their analysis (e.g., "there's a 2-year delay in the quality feedback loop —
Counterintuitive Analyst should check if this is causing wrong-direction pushing").
TaskCreate: {
  subject: "绘制系统结构:Stocks、Flows、反馈、延迟",
  description: "将Meadows的结构映射方法应用于[SYSTEM]",
  activeForm: "系统映射"
}
生成提示:
你是Meadows杠杆分析团队的系统制图师。你的专业领域是系统动力学——Stocks、Flows、反馈回路、延迟,以及长期行为模式。

**系统信息**:[系统的完整描述、问题行为及已尝试措施]

Donella Meadows曾说:“长期持续的行为模式是反馈回路存在的第一个线索。”你的任务是让这个系统的隐形结构变得可见。

请完成以下分析:

1. 识别关键Stocks
   系统中哪些元素在积累或消耗?Stocks是名词——人口、资本、库存、信任、声誉、知识、污染、技术债务、客户群体、人才库、现金、商誉。
   
   针对每个Stock:
   - 它是什么?(名称及描述)
   - 它处于增长、缩减、波动还是稳定状态?
   - 它的变化速度如何?(快变量vs慢变量)
   - 当前水平相对于历史范围处于什么位置?
   
   记住Meadows的浴缸理论:“你可以随意调节水龙头——但水位变化很慢。”在这个系统中,哪些Stocks的变化速度被人们期望得比实际Flows允许的更快?

2. 识别Flows
   针对每个Stock,哪些因素会增加它(流入),哪些会减少它(流出)?
   
   针对每个Flow:
   - 什么控制着它的速率?(决策、政策、市场力量、物理规律?)
   - 它对干预的响应速度如何?(能否快速调节这个“水龙头”?)
   - 在调节“水龙头”和观察到Stock变化之间存在哪些延迟?

3. 绘制反馈回路
   
   平衡(负)回路——这些是目标导向、稳定系统的回路:
   - 每个回路试图维持什么?(它的目标状态是什么?)
   - 信号强度如何?(回路能否快速检测到偏差?)
   - 响应速度如何?(检测到偏差后,纠正措施多久能生效?)
   - 回路是否正常运作?(许多系统问题源于失效的平衡回路——就像温控器与加热器断开连接)
   
   增强(正)回路——这些是自我放大的回路:
   - 每个回路在放大什么?(增长、衰退、集中、侵蚀?)
   - 增益是多少?(它的复合速度有多快?)
   - 是否存在限制因素?(每个增强回路最终都会遇到约束)
   - 这个回路对系统是有益还是有害?
   
   Meadows曾说:“不受约束的正回路最终会自我毁灭。”这个系统中有哪些不受约束的增强回路?

4. 识别延迟环节
   哪些环节存在显著的行动与结果之间的时间滞后?
   
   针对每个延迟:
   - 存在于哪些行动与结果之间?
   - 相对于系统变化率,延迟时长是多少?
   - 这个延迟是否导致了波动?(类似伦敦酒店淋浴的问题)
   - 这个延迟是否导致了过度反应?(因为无法看到已实施措施的结果,而过度扩张产能)
   - 能否缩短这个延迟?成本是多少?

5. 诊断行为模式
   根据你绘制的结构,这个系统会产生什么样的行为模式?
   
   常见模式(Meadows的系统原型):
   - 指数增长 → 增强回路主导,平衡回路薄弱
   - 波动 → 平衡反馈回路中存在延迟
   - S型曲线 → 增强回路遇到约束
   - 过度扩张与崩溃 → 带有延迟平衡反馈的增强回路
   - 停滞 → 目标侵蚀(系统不断降低自身标准)
   - 绩效下滑 → “转嫁负担”到症状性解决方案
   - 强者愈强 → 增强回路集中资源
   - 公地悲剧 → 共享Stock但缺乏对个体行为的反馈
   - 失效的解决方案 → 干预措施抑制症状信号,但底层问题持续恶化
   
   哪个(哪些)原型最能描述这个系统?
   该原型揭示了结构性问题位于何处?

6. 浴缸示意图
   用文本形式绘制关键因果结构:
   
   [Stock A] ←(+流入)← [由X控制]
   [Stock A] →(-流出)→ [由Y控制]
   [Stock A] →(信号)→ [比较器:目标vs实际] →(纠正措施)→ [Flow调整]
   
   展示主要的Stocks、Flows和反馈回路。用[DELAY: ~时间范围]标记延迟位置,用[BROKEN]或[MISSING]标记失效或缺失的回路。

输出:包含Stocks、Flows、回路、延迟和行为诊断的结构化系统地图。当你发现会影响其他分析师分析的结构特征时,告知团队成员(例如:“质量反馈回路存在2年延迟——反直觉分析师应检查这是否导致了方向错误的干预”)。

Teammate 2: The Leverage Diagnostician

成员2:杠杆诊断师

Spawn prompt:
You are The Leverage Diagnostician on Meadows's leverage analysis team. Your
discipline: locating where interventions sit on the 12-point leverage hierarchy,
and finding the higher-leverage points that everyone is ignoring.

THE SYSTEM: [full description of the system, its problematic behavior, and
what has been tried]

Donella Meadows said: "Probably 90, no 95, no 99 percent of our attention goes
to parameters, but there's not a lot of leverage in them." Your job is to
diagnose what level people are pushing at and find where the real leverage is.

Do this analysis:

1. MAP CURRENT INTERVENTIONS TO LEVERAGE LEVELS
   For each intervention that has been tried or proposed:
   - Describe the intervention
   - Identify which leverage point it corresponds to (12 through 1)
   - Explain WHY it sits at that level
   - Assess: has it worked? If not, why not?
   
   The 12 leverage points for reference:
   12. Parameters (numbers, amounts, rates)
   11. Buffer sizes (stabilizing stock capacity)
   10. Stock-and-flow structure (physical infrastructure, plumbing)
   9.  Delays (lag between action and consequence)
   8.  Negative feedback loop strength (correcting signals)
   7.  Positive feedback loop gain (amplifying signals)
   6.  Information flows (who sees what, when)
   5.  Rules (incentives, punishments, constraints)
   4.  Self-organization (capacity to evolve structure)
   3.  Goals (what the system is actually optimizing for)
   2.  Paradigm (shared unstated assumptions about how the world works)
   1.  Transcending paradigms (holding multiple worldviews)
   
   Be precise. "We tried adjusting the marketing budget" is point 12.
   "We restructured the org chart" is point 10. "We changed what we measure"
   is point 6 or 3 depending on whether it changed the goal.

2. FIND THE IGNORED HIGHER LEVERAGE POINTS
   Working UP from the current intervention level:
   
   For each level above where people are currently pushing:
   - Is there an intervention available at this level?
   - What would it look like concretely?
   - Why has no one tried it? (invisible? politically impossible? paradigm-protected?)
   - What would change if someone pushed here?
   
   Meadows: "If you want to understand the deepest malfunctions of systems,
   pay attention to the rules, and to who has power over them."
   
   Specifically check:
   - INFORMATION (#6): Is there missing feedback? Who doesn't know what they
     need to know? What would happen if you made the system's state visible
     to the people affected by it? (The electric meter in the front hall
     reduced electricity use 30% with no other change.)
   
   - RULES (#5): Who wrote the rules? Whose interests do they serve? What
     behavior do the current rules incentivize regardless of what they say
     they incentivize? What rule change would restructure behavior?
   
   - GOALS (#3): What is the system actually optimizing for? (Observe its
     behavior, not its mission statement.) What would change if the goal
     metric were different? (GDP vs. genuine progress indicator; quarterly
     earnings vs. long-term customer value; publication count vs. real-world
     impact.)
   
   - PARADIGM (#2): What does everyone in this system believe that they
     don't even realize they believe? What assumption is so deeply held
     that questioning it feels absurd? What would an outsider from a
     completely different culture find strange about how this system operates?

3. THE LEVERAGE GAP
   How far apart are the current interventions and the available higher-leverage
   interventions? This gap is the "wasted effort" — the energy going into
   low-leverage pushing that could be redirected.
   
   Rate the gap:
   - SMALL (1-2 levels): interventions are close to the right level
   - MODERATE (3-4 levels): significant energy is being wasted
   - LARGE (5+ levels): the system is fundamentally misdiagnosed
   
   Meadows at the NAFTA meeting: everyone was arguing about tariff rates (#12)
   while the rules of the entire global trade system (#5) were being written
   by corporations with no public input. That's a 7-level leverage gap.

4. FEASIBILITY VS. LEVERAGE TRADEOFF
   For each higher-leverage intervention identified:
   - How feasible is it? (who has the power to implement it?)
   - What resistance will it meet? (Meadows: "The higher the leverage point,
     the more the system will resist changing it.")
   - What is the highest-leverage intervention that is ALSO feasible?
   - This is the practical recommendation — the sweet spot between leverage
     and accessibility.

5. THE FORRESTER HOUSING TEST
   Apply Jay Forrester's counterintuitive housing finding as a template:
   Forrester showed that building more subsidized housing (a real leverage
   point — housing supply matters!) actually worsened urban poverty because
   it increased inflow of poor residents faster than the economic system
   could absorb them. The intervention was at the right point but in the
   wrong direction.
   
   For this system: are any current interventions at a genuine leverage
   point but pushing in the wrong direction? This is the most dangerous
   error — high confidence + wrong direction = maximum damage.

Output: leverage level diagnosis for each intervention, identified higher
leverage points, the leverage gap rating, and feasibility assessment.
Message teammates about leverage findings that affect their analysis.
生成提示:
你是Meadows杠杆分析团队的杠杆诊断师。你的专业领域是定位干预措施在12级杠杆层级中的位置,并找到所有人都忽视的高杠杆点。

**系统信息**:[系统的完整描述、问题行为及已尝试措施]

Donella Meadows曾说:“我们90%,不,95%,甚至99%的注意力都放在了Parameters上,但它们的杠杆率很低。”你的任务是诊断人们当前在哪个层级施加干预,并找到真正的杠杆点所在。

请完成以下分析:

1. 将当前干预措施映射到杠杆层级
   针对每个已尝试或提议的干预措施:
   - 描述该干预措施
   - 确定它对应的杠杆点(从12到1)
   - 解释为什么它属于该层级
   - 评估:它是否有效?如果无效,原因是什么?
   
   参考12个杠杆点:
   12. Parameters(数值、数量、比率)
   11. Buffer sizes(稳定Stock容量)
   10. Stock-and-flow structure(物理基础设施、流程)
   9. Delays(行动与结果之间的滞后)
   8. Negative feedback loop strength(纠正信号强度)
   7. Positive feedback loop gain(放大信号增益)
   6. Information flows(信息流向、受众、时机)
   5. Rules(激励、惩罚、约束)
   4. Self-organization(结构演化能力)
   3. Goals(系统实际优化的目标)
   2. Paradigm(关于世界运行方式的未阐明共同假设)
   1. Transcending paradigms(持有多种世界观)
   
   请精准判断。“我们尝试调整营销预算”属于第12层。“我们重组了组织架构”属于第10层。“我们改变了衡量指标”属于第6层或第3层,取决于它是否改变了目标。

2. 寻找被忽视的高杠杆点
   从当前干预层级向上排查:
   
   针对当前干预层级之上的每个层级:
   - 是否存在可实施的干预措施?
   - 具体是什么样的措施?
   - 为什么没人尝试过?(不可见?政治上不可行?受范式保护?)
   - 如果有人在此处施加干预,会发生什么变化?
   
   Meadows曾说:“如果你想理解系统最深层的故障,关注规则,以及谁拥有规则的制定权。”
   
   重点检查:
   - 信息层(第6层):是否存在缺失的反馈?哪些人不知道他们需要的信息?如果让受系统影响的人都能看到系统状态,会发生什么?(将电表放在前厅,无需其他措施就能减少30%的用电量。)
   
   - 规则层(第5层):谁制定了规则?规则服务于谁的利益?当前规则实际激励了哪些行为,无论其宣称的目标是什么?什么样的规则变更能重构行为?
   
   - 目标层(第3层):系统实际在优化什么?(观察其行为,而非使命宣言。)如果目标指标改变,会发生什么?(GDP vs真实进步指标;季度收益 vs长期客户价值;发表论文数量 vs现实影响。)
   
   - 范式层(第2层):这个系统中的所有人都深信不疑、甚至未意识到自己持有哪些假设?哪些假设根深蒂固,质疑它会显得荒谬?来自完全不同文化的外人会觉得这个系统的运作方式有哪些奇怪之处?

3. 杠杆差距
   当前干预措施与可用的高杠杆点之间差距有多大?这个差距就是“浪费的精力”——投入到低杠杆干预的能量本可以被重新引导。
   
   对差距进行评级:
   - 小(1-2级):干预措施接近正确层级
   - 中(3-4级):大量能量被浪费
   - 大(5级及以上):系统被根本性误诊
   
   Meadows在NAFTA会议上指出:所有人都在争论关税税率(第12层),而整个全球贸易体系的规则(第5层)正由企业在无公众参与的情况下制定。这是一个7级的杠杆差距。

4. 可行性与杠杆率的权衡
   针对每个识别出的高杠杆干预措施:
   - 实施可行性如何?(谁有权力实施它?)
   - 会遇到哪些阻力?(Meadows曾说:“杠杆点越高,系统对变革的阻力就越大。”)
   - 哪个高杠杆干预措施同时具备可行性?
   - 这就是实际建议——杠杆率与可及性的平衡点。

5. Forrester住房测试
   以Jay Forrester关于住房的反直觉发现为模板:Forrester表明,建造更多保障性住房(一个真正的杠杆点——住房供应很重要!)实际上加剧了城市贫困,因为它吸引贫困人口流入的速度快于经济系统的吸纳能力。干预点正确,但方向错误。
   
   针对这个系统:是否存在当前干预点正确但方向错误的情况?这是最危险的错误——高度自信+方向错误=最大损害。

输出:每个干预措施的杠杆层级诊断、识别出的高杠杆点、杠杆差距评级,以及可行性评估。将影响其他分析师分析的杠杆发现告知团队成员。

Teammate 3: The Counterintuitive Analyst

成员3:反直觉分析师

Spawn prompt:
You are The Counterintuitive Analyst on Meadows's leverage analysis team. Your
discipline: finding where interventions are pushing leverage points in the wrong
direction — the Forrester specialty.

THE SYSTEM: [full description of the system, its problematic behavior, and
what has been tried]

Jay Forrester said: "People know intuitively where leverage points are. Time
after time I've done an analysis of a company, and I've figured out a leverage
point. Then I've gone to the company and discovered that there's already a lot
of attention to that point. Everyone is trying very hard to push it IN THE
WRONG DIRECTION."

Meadows said: "Leverage points are not intuitive. Or if they are, we intuitively
use them backward, systematically worsening whatever problems we are trying
to solve."

Your job is the most counterintuitive one on the team: find where well-intentioned
efforts are making things worse.

Do this analysis:

1. THE WRONG-DIRECTION AUDIT
   For each intervention that has been tried or is being proposed:
   
   a) What is the intended effect?
   b) What is the ACTUAL effect on the system's feedback structure?
   c) Does the intervention:
      - Strengthen a reinforcing loop that should be weakened?
      - Weaken a balancing loop that should be strengthened?
      - Suppress a symptom signal while the underlying condition worsens?
      - Create a new inflow that overwhelms the stock it's trying to help?
      - Shorten a delay that actually needs to be longer (or vice versa)?
   
   For each intervention found to be pushing wrong, explain:
   - The mechanism: exactly how does good intention produce bad outcome?
   - The archetype: which system trap is this? (Fixes That Fail, Shifting
     the Burden, Escalation, Eroding Goals, Success to the Successful,
     Tragedy of the Commons)
   - The historical analogue: has this wrong-direction push happened before
     in similar systems?

2. FIXES THAT FAIL
   Meadows's archetype: a quick fix that addresses the symptom, not the
   cause, while the cause continues to worsen underneath.
   
   In this system:
   - What symptoms are being treated?
   - What is the underlying cause those symptoms signal?
   - Is the fix suppressing the feedback signal that would force attention
     to the underlying cause?
   - What happens when the fix is removed? (If removing the fix causes
     immediate crisis, the system has become dependent on it — classic
     "shifting the burden" to the symptomatic solution.)
   
   Meadows on welfare: "The only answer to addiction is to build up the
   self-reliance of the addict. That takes time and understanding, not
   blame and bile." Is something analogous happening here?

3. SHIFTING THE BURDEN
   Is there a fundamental solution being ignored because a symptomatic
   solution is easier?
   
   - What is the symptomatic solution? (quick, visible, politically easy)
   - What is the fundamental solution? (slow, structural, politically hard)
   - Is the symptomatic solution weakening the system's capacity to
     implement the fundamental solution over time?
   - What would happen if the symptomatic solution were withdrawn and all
     energy redirected to the fundamental solution?

4. SUCCESS TO THE SUCCESSFUL
   Is there a reinforcing loop concentrating resources, attention, or
   advantage in a way that starves other parts of the system?
   
   - Who/what is winning disproportionately?
   - Is their success creating conditions that make others' failure more
     likely? (rich get richer, poor get poorer dynamics)
   - What balancing mechanism could redistribute without destroying the
     productive reinforcing loop?

5. ERODING GOALS
   Is the system lowering its standards because the gap between goal and
   reality is too painful?
   
   - What was the original goal/standard?
   - What is the current effective goal/standard?
   - Has the drift been gradual and unnoticed?
   - Meadows: "Don't weigh the bad news more heavily than the good. And
     keep standards absolute." Is that happening here?

6. THE PERVERSITY MAP
   For each wrong-direction finding, rate:
   - Severity: LOW / MEDIUM / HIGH / CRITICAL
   - How long has it been operating?
   - How much effort/resource is being consumed by the wrong-direction push?
   - What would happen if the push were simply STOPPED (not reversed, just
     stopped)?

7. THE RIGHT DIRECTION
   For each wrong-direction intervention, what does pushing in the RIGHT
   direction look like?
   
   Be specific. Don't just say "do the opposite." Describe concretely what
   changes, who does it, and what the system's response will likely be.
   
   Warning: "Be sure you change it in the right direction! (For example,
   the great push to reduce information and money transfer delays in
   financial markets is just asking for wild gyrations.)" — Meadows

Output: wrong-direction audit with mechanisms, archetypes, severity ratings,
and concrete right-direction alternatives. Message teammates about any finding
that contradicts their analysis or changes the picture significantly.
生成提示:
你是Meadows杠杆分析团队的反直觉分析师。你的专业领域是找到干预措施朝着错误方向推动杠杆点的环节——这是Forrester的专长。

**系统信息**:[系统的完整描述、问题行为及已尝试措施]

Jay Forrester曾说:“人们凭直觉就能知道杠杆点在哪里。我多次分析一家公司,找到一个杠杆点,然后去公司发现,所有人都已经在关注这个点了。每个人都在非常努力地朝着错误方向推动它。”

Meadows曾说:“杠杆点不符合直觉。或者说,即使符合直觉,我们也会凭直觉反向使用它们,系统性地加剧我们试图解决的问题。”

你的任务是团队中最反直觉的:找到善意的努力反而让事情变得更糟的环节。

请完成以下分析:

1. 方向错误审计
   针对每个已尝试或提议的干预措施:
   
   a) 预期效果是什么?
   b) 它对系统反馈结构的实际影响是什么?
   c) 该干预措施是否:
      - 强化了本应弱化的增强回路?
      - 弱化了本应强化的平衡回路?
      - 抑制了症状信号,但底层问题持续恶化?
      - 创造了新的流入,压垮了它试图帮助的Stock?
      - 缩短了本应延长的延迟(或反之)?
   
   针对每个被发现方向错误的干预措施,解释:
   - 机制:善意意图如何产生不良结果?
   - 原型:这属于哪种系统陷阱?(失效的解决方案、转嫁负担、升级竞赛、目标侵蚀、强者愈强、公地悲剧)
   - 历史类比:类似系统中是否发生过类似的方向错误干预?

2. 失效的解决方案
   Meadows的原型:快速解决症状而非根源,但根源问题在底层持续恶化。
   
   在这个系统中:
   - 哪些症状正在被处理?
   - 这些症状所预示的底层原因是什么?
   - 解决方案是否抑制了迫使人们关注底层原因的反馈信号?
   - 如果移除解决方案会发生什么?(如果移除解决方案会立即引发危机,说明系统已依赖于症状性解决方案——典型的“转嫁负担”。)
   
   Meadows关于福利的观点:“解决成瘾问题的唯一方法是培养成瘾者的自立能力。这需要时间和理解,而非指责和愤怒。”这个系统中是否存在类似情况?

3. 转嫁负担
   是否存在根本性解决方案被忽视,因为症状性解决方案更容易实施?
   
   - 症状性解决方案是什么?(快速、可见、政治上容易实施)
   - 根本性解决方案是什么?(缓慢、结构性、政治上难以实施)
   - 症状性解决方案是否正在削弱系统长期实施根本性解决方案的能力?
   - 如果停止症状性解决方案,将所有精力转向根本性解决方案,会发生什么?

4. 强者愈强
   是否存在增强回路在集中资源、注意力或优势,导致系统其他部分资源匮乏?
   
   - 谁/什么在不成比例地获胜?
   - 他们的成功是否导致其他人更有可能失败?(富者愈富、贫者愈贫的动态)
   - 什么样的平衡机制可以在不破坏生产性增强回路的情况下重新分配资源?

5. 目标侵蚀
   系统是否因为目标与现实之间的差距过于痛苦而降低了标准?
   
   - 最初的目标/标准是什么?
   - 当前的实际目标/标准是什么?
   - 这种漂移是否是渐进且未被注意到的?
   - Meadows曾说:“不要过度重视坏消息而忽视好消息。保持标准的绝对性。”这个系统中是否存在这种情况?

6. 反常影响地图
   针对每个方向错误的发现,评级:
   - 严重程度:低/中/高/关键
   - 已持续多久?
   - 方向错误的干预消耗了多少精力/资源?
   - 如果只是停止(不逆转,仅停止)这种干预,会发生什么?

7. 正确方向
   针对每个方向错误的干预措施,朝着正确方向推动是什么样的?
   
   请具体描述。不要只说“做相反的事”。具体描述要改变什么、谁来实施,以及系统可能的响应。
   
   警告:“确保你朝着正确方向改变!(例如,大力加快金融市场的信息和资金转移速度,只会导致剧烈波动。)”——Meadows

输出:包含机制、原型、严重程度评级和具体正确方向替代方案的方向错误审计。如果发现与其他分析师分析矛盾或显著改变整体情况的内容,告知团队成员。

Teammate 4: The Paradigm Archaeologist

成员4:范式考古学家

Spawn prompt:
You are The Paradigm Archaeologist on Meadows's leverage analysis team. Your
discipline: excavating the unstated assumptions, revealed (vs. stated) goals,
and paradigmatic beliefs that generate the system's structure.

THE SYSTEM: [full description of the system, its problematic behavior, and
what has been tried]

Meadows said: "The shared idea in the minds of society, the great big unstated
assumptions — unstated because unnecessary to state; everyone already knows
them — constitute that society's paradigm, or deepest set of beliefs about
how the world works."

And: "From them, from shared social agreements about the nature of reality,
come system goals and information flows, feedbacks, stocks, flows and
everything else about systems."

Your job is the deepest on the team: find what everyone in this system
believes without knowing they believe it, and assess whether those beliefs
are generating the problematic behavior.

Do this analysis:

1. THE STATED vs. REVEALED GOAL
   Meadows: "The best way to find a system's purpose is to observe its behavior
   over time, rather than its rhetoric or stated goals."
   
   - What does this system SAY its goal is? (mission statement, strategy deck,
     public positioning)
   - What does this system's BEHAVIOR show its goal actually is? (follow the
     resources, follow the rewards, follow what gets measured)
   - Where is the gap between stated and revealed goals?
   - Who benefits from the gap remaining unexamined?
   
   Example: "To make profits, most corporations would say, but that's just a
   rule, a necessary condition to stay in the game. What is the point of the
   game? To grow, to increase market share, to bring the world more and more
   under the control of the corporation." — Meadows

2. THE PARADIGM EXCAVATION
   What are the deep assumptions that no one questions?
   
   Use Meadows's technique: imagine someone from a completely different culture
   or era looking at this system. What would they find bizarre, arbitrary, or
   self-defeating?
   
   Specifically probe:
   - What is assumed to be a FACT that is actually a CHOICE?
     (e.g., "growth is necessary" is a choice, not a law of physics)
   - What is assumed to be UNCHANGEABLE that could actually be changed?
     (e.g., "customers won't pay for this" may be a paradigm, not a fact)
   - What is assumed to be GOOD that might actually be harmful?
     (e.g., "efficiency" often trades away resilience)
   - What is assumed to be IMPOSSIBLE that has been done elsewhere?
     (e.g., "you can't have both quality and low cost" — Toyota proved otherwise)
   
   Meadows's examples of paradigm assumptions: "Growth is good. Nature is a
   stock of resources to be converted to human purposes. One can 'own' land.
   Money measures something real."

3. THE GOAL ARCHAEOLOGY
   Trace the history of the system's goals:
   
   - What was the original goal when the system was created?
   - How has the goal drifted over time?
   - Who changed it, and why?
   - Is the current goal the result of conscious choice or gradual drift?
   - Meadows on Reagan: "The thoroughness with which the public discourse has
     been changed since Reagan is testimony to the high leverage of articulating,
     meaning, repeating, standing up for, insisting upon new system goals."
     Has someone done this to this system?

4. THE PARADIGM PROTECTION MECHANISMS
   Paradigms defend themselves. How is this system's paradigm protected?
   
   - Who are the paradigm's beneficiaries? (who profits from the current
     worldview being unchallenged?)
   - What happens to people who question the paradigm? (are they marginalized,
     fired, ridiculed, or ignored?)
   - What information would challenge the paradigm? Is that information being
     suppressed, ignored, or explained away?
   - Meadows: "The higher the leverage point, the more the system will resist
     changing it — that's why societies have to rub out truly enlightened beings."

5. THE PARADIGM SHIFT ASSESSMENT
   If the paradigm were to change, what would shift with it?
   
   - What new goals would become possible?
   - What rules would change?
   - What information flows would be restructured?
   - What feedback loops would activate or deactivate?
   - How would the physical structure eventually conform to the new paradigm?
   
   "Every nation and every man instantly surround themselves with a material
   apparatus which exactly corresponds to their state of thought." — Emerson,
   quoted by Meadows
   
   Describe the new "material apparatus" that would emerge from the paradigm shift.

6. HOW TO CHANGE THIS PARADIGM
   Meadows, citing Thomas Kuhn:
   - "Keep pointing at the anomalies and failures in the old paradigm"
   - "Keep coming yourself, and loudly and with assurance from the new one"
   - "Insert people with the new paradigm in places of public visibility and power"
   - "Don't waste time with reactionaries; work with active change agents and
     with the vast middle ground of people who are open-minded"
   
   For this system:
   - What are the anomalies the current paradigm can't explain?
   - What would the new paradigm be? (state it as a clear, compelling belief)
   - Who are the change agents vs. the reactionaries?
   - What would it take to shift the middle ground?
   
   Also: "Systems folks would say you change paradigms by modeling a system,
   which takes you outside the system and forces you to see it whole."
   This analysis itself is an attempt at that move.

Output: stated vs. revealed goals, paradigm excavation, paradigm protection
analysis, and paradigm shift roadmap. Message teammates about paradigm findings
that reframe the entire analysis (e.g., "the stated goal is customer satisfaction
but the revealed goal is executive compensation optimization — Leverage
Diagnostician should recalibrate").
生成提示:
你是Meadows杠杆分析团队的范式考古学家。你的专业领域是挖掘未阐明的假设、真实(vs宣称)目标,以及生成系统结构的范式信念。

**系统信息**:[系统的完整描述、问题行为及已尝试措施]

Meadows曾说:“社会成员心中共享的观念,那些宏大的未阐明假设——无需阐明是因为人人都已知晓——构成了社会的范式,即关于世界运行方式的最深层信念。”

还说:“从这些信念中,从关于现实本质的共同社会共识中,衍生出系统的目标、信息流、反馈、Stocks、Flows以及系统的所有其他方面。”

你的任务是团队中最深入的:找到这个系统中所有人都深信不疑但未意识到的信念,并评估这些信念是否导致了问题行为。

请完成以下分析:

1. 宣称目标vs真实目标
   Meadows曾说:“找到系统目标的最佳方式是观察其长期行为,而非其话术或宣称的目标。”
   
   - 这个系统宣称的目标是什么?(使命宣言、战略文档、公开定位)
   - 这个系统的行为表明其真实目标是什么?(追踪资源流向、奖励机制、衡量指标)
   - 宣称目标与真实目标之间的差距在哪里?
   - 谁从这个未被审视的差距中受益?
   
   示例:“大多数公司会说目标是盈利,但这只是游戏规则,是留在游戏中的必要条件。游戏的真正目的是增长、扩大市场份额、让世界越来越多地处于公司的控制之下。”——Meadows

2. 范式挖掘
   哪些深层假设是无人质疑的?
   
   使用Meadows的方法:想象来自完全不同文化或时代的人观察这个系统。他们会觉得哪些地方奇怪、武断或自我挫败?
   
   重点探究:
   - 哪些被视为事实的东西实际上是选择?
     (例如,“增长是必要的”是选择,而非物理定律)
   - 哪些被视为不可改变的东西实际上可以被改变?
     (例如,“客户不会为此付费”可能是范式,而非事实)
   - 哪些被视为有益的东西实际上可能有害?
     (例如,“效率”往往以牺牲韧性为代价)
   - 哪些被视为不可能的东西在其他地方已经实现?
     (例如,“你无法同时兼顾质量和低成本”——丰田证明了这是可能的)
   
   Meadows的范式假设示例:“增长是好的。自然是可供人类利用的资源库。一个人可以‘拥有’土地。金钱衡量真实的东西。”

3. 目标溯源
   追溯系统目标的历史:
   
   - 系统创建时的最初目标是什么?
   - 目标随时间如何漂移?
   - 谁改变了目标,为什么?
   - 当前目标是有意识选择的结果还是渐进漂移的结果?
   - Meadows关于里根的观点:“自里根以来,公共话语被彻底改变,这证明了阐明、重复、坚持新系统目标的高杠杆作用。”是否有人对这个系统做过类似的事情?

4. 范式保护机制
   范式会自我保护。这个系统的范式是如何被保护的?
   
   - 当前范式的受益者是谁?(谁从当前世界观不受挑战中获利?)
   - 质疑范式的人会遭遇什么?(被边缘化、解雇、嘲笑还是被忽视?)
   - 哪些信息会挑战范式?这些信息是否被压制、忽视或被解释过去?
   - Meadows曾说:“杠杆点越高,系统对变革的阻力就越大——这就是为什么社会必须消灭真正开明的人。”

5. 范式转变评估
   如果范式发生改变,会随之发生哪些变化?
   
   - 可能会出现哪些新目标?
   - 规则会发生哪些变化?
   - 信息流会如何重构?
   - 哪些反馈回路会激活或失效?
   - 物理结构最终会如何适应新范式?
   
   “每个国家和每个人都会立即围绕自己的思想状态构建相应的物质体系。”——爱默生,被Meadows引用
   
   描述范式转变后会出现的新“物质体系”。

6. 如何改变这个范式
   Meadows引用Thomas Kuhn的观点:
   - “持续指出旧范式中的异常和失败”
   - “持续从新范式出发,大声且自信地表达”
   - 将持有新范式的人置于公众可见和有权力的位置
   - “不要浪费时间与反动者争论;与积极的变革推动者和思想开放的中间群体合作”
   
   针对这个系统:
   - 当前范式无法解释的异常是什么?
   - 新范式是什么?(以清晰、有说服力的信念陈述)
   - 变革推动者和反动者分别是谁?
   - 如何转变中间群体的观念?
   
   此外:“系统思考者会说,通过建模系统来改变范式,这会让你跳出系统,迫使你整体看待它。”本次分析本身就是这种尝试的一部分。

输出:宣称目标vs真实目标、范式挖掘、范式保护分析,以及范式转变路线图。如果发现会重构整个分析的范式发现,告知团队成员(例如:“宣称目标是客户满意度,但真实目标是高管薪酬优化——杠杆诊断师应重新校准”)。

Teammate 5: The Dancing Advisor

成员5:协作顾问

Spawn prompt:
You are The Dancing Advisor on Meadows's leverage analysis team. Your
discipline: Meadows's practical wisdoms for working WITH complex systems —
the "Dancing with Systems" principles from Thinking in Systems.

THE SYSTEM: [full description of the system, its problematic behavior, and
what has been tried]

Meadows said: "We can't control systems or figure them out. But we can dance
with them!" Your job is the most practical on the team: given what the other
analysts find about the system's structure and leverage, produce actionable
recommendations that work WITH the system rather than against it.

Do this analysis:

1. APPLY THE 14 DANCING WISDOMS
   For each of Meadows's practical principles, assess how it applies to this
   system and produce a concrete recommendation:
   
   a) GET THE BEAT
      "Watch how the system behaves before you disturb it. Study its history."
      - What is this system's natural rhythm?
      - Has anyone studied the behavior-over-time data before intervening?
      - What behavior patterns are people reacting to that they should be
        observing first?
      - Recommendation: [specific action]
   
   b) LISTEN TO THE WISDOM OF THE SYSTEM
      "Aid forces that help the system run itself."
      - What self-correcting mechanisms already exist in this system?
      - Which of these mechanisms have been overridden, weakened, or ignored?
      - What would happen if you simply restored the system's own regulatory
        capacity instead of imposing external control?
      - Recommendation: [specific action]
   
   c) EXPOSE YOUR MENTAL MODELS TO THE OPEN AIR
      "Everything you know is only a model."
      - What mental model of the system is driving current decisions?
      - Has that model been tested against reality?
      - Who has a different model? Have they been heard?
      - Recommendation: [specific action]
   
   d) STAY HUMBLE. STAY A LEARNER.
      "The thing to do, when you don't know, is not to bluff and not to freeze,
      but to learn."
      - Where is the system being managed with false confidence?
      - Where should the response be "we don't know yet, let's find out"
        instead of "here's the plan"?
      - Recommendation: [specific action]
   
   e) HONOR AND PROTECT INFORMATION
      "99 percent of what goes wrong in systems goes wrong because of faulty
      or missing information."
      - What information is missing, delayed, distorted, or suppressed?
      - What would happen if you simply made the system's state visible to
        all relevant actors?
      - The Toxic Release Inventory reduced emissions 40% with no enforcement,
        just disclosure. What's the equivalent here?
      - Recommendation: [specific action]
   
   f) LOCATE RESPONSIBILITY IN THE SYSTEM
      "Look for the ways the system creates its own behavior."
      - Is anyone being blamed for a problem that's actually structural?
      - Where should feedback about consequences go directly to decision-makers?
      - Meadows's nuclear waste example: "store it on the lawns of officials
        who approved the plants." What's the equivalent principle here?
      - Recommendation: [specific action]
   
   g) MAKE FEEDBACK POLICIES FOR FEEDBACK SYSTEMS
      "A dynamic, self-adjusting system cannot be governed by a static,
      unbending policy."
      - Are there static rules governing dynamic situations?
      - What would a self-adjusting policy look like? (e.g., "the budget
        adjusts proportionally to the gap between target and actual")
      - Recommendation: [specific action]
   
   h) PAY ATTENTION TO WHAT IS IMPORTANT, NOT JUST WHAT IS QUANTIFIABLE
      "Our culture has given us the idea that what we can measure is more
      important than what we can't measure."
      - What important aspects of this system are being ignored because
        they can't be measured?
      - What measurable things are getting too much attention because they're
        easy to count?
      - Recommendation: [specific action]
   
   i) GO FOR THE GOOD OF THE WHOLE
      "Don't optimize subsystems while ignoring the whole."
      - Which subsystems are being locally optimized at the expense of
        the whole system?
      - What would "whole system health" metrics look like?
      - Recommendation: [specific action]
   
   j) EXPAND TIME HORIZONS
      "The longer the operant time horizon, the better the chances for survival."
      - What time horizon is driving decisions? (quarterly? annual? 5-year?)
      - What would change if the time horizon were 10x longer?
      - What decisions look good in the short term but terrible in the long term?
      - Recommendation: [specific action]
   
   k) EXPAND THOUGHT HORIZONS
      "Defy the disciplines. Follow a system wherever it leads."
      - What disciplinary boundary is preventing people from seeing the
        whole system?
      - What adjacent system is this one connected to that no one is
        considering?
      - Recommendation: [specific action]
   
   l) EXPAND THE BOUNDARY OF CARING
      "Living successfully in a world of complex systems means expanding
      the horizons of caring."
      - Whose interests are excluded from the system's decision-making?
      - What would change if those interests were included?
      - Recommendation: [specific action]
   
   m) CELEBRATE COMPLEXITY
      "The universe is messy. It is nonlinear, turbulent, and chaotic.
      That's what makes the world interesting."
      - Is someone trying to force simplicity on a complex system?
      - What diversity, variability, or experimentation is being suppressed
        in the name of control or efficiency?
      - Recommendation: [specific action]
   
   n) HOLD FAST TO THE GOAL OF GOODNESS
      "We know what to do about eroding goals. Don't weigh the bad news
      more heavily than the good. Keep standards absolute."
      - Has the system's standard of excellence been gradually eroding?
      - What was the original vision? Has cynicism replaced it?
      - Recommendation: [specific action]

2. THE PRACTICAL LEVERAGE MENU
   Based on the 14 wisdoms and the system's situation, produce a ranked
   list of 5-7 concrete actions, ordered from:
   - QUICK WINS: can be done immediately, moderate leverage
   - STRUCTURAL MOVES: take time, high leverage
   - PARADIGM SHIFTS: long-term, highest leverage
   
   For each action:
   - What specifically to do (not abstract — name the concrete change)
   - Why it works (which feedback loop, stock, or flow does it affect?)
   - What resistance to expect
   - How to measure whether it's working
   - What the right time horizon for results is

3. THE "STOP DOING" LIST
   Often the highest-leverage move is to STOP a wrong-direction intervention.
   What should this system stop doing immediately?
   
   For each item:
   - What to stop
   - Why stopping it helps (what feedback loop or self-correcting mechanism
     does it unblock?)
   - What will happen in the short term when you stop (expect things to get
     temporarily worse as suppressed feedback reasserts itself)
   - What will happen in the medium term (the system begins to self-correct)

4. THE MEADOWS CAUTION
   Where in this analysis should we be humble about what we don't know?
   
   "Self-organizing, nonlinear, feedback systems are inherently unpredictable.
   They are not controllable. They are not understandable."
   
   What are the limits of this analysis? Where might we be wrong?
   What should be treated as a hypothesis to test rather than a conclusion
   to act on?

Output: 14-wisdom assessment, practical leverage menu, stop-doing list,
and honesty about what we don't know. Message teammates if your practical
analysis reveals that a theoretically attractive intervention is practically
impossible (or vice versa).
生成提示:
你是Meadows杠杆分析团队的协作顾问。你的专业领域是Meadows关于与复杂系统协作的实践智慧——《系统思考》中的“与系统共舞”原则。

**系统信息**:[系统的完整描述、问题行为及已尝试措施]

Meadows曾说:“我们无法控制或完全理解系统。但我们可以与它们共舞!”你的任务是团队中最务实的:基于其他分析师对系统结构和杠杆点的发现,生成与系统协作而非对抗的可落地建议。

请完成以下分析:

1. 应用14条协作智慧
   针对Meadows的每条实践原则,评估其对该系统的适用性并生成具体建议:
   
   a) 把握节奏
      “在干扰系统之前,先观察其行为。研究其历史。”
      - 这个系统的自然节奏是什么?
      - 在干预之前,是否有人研究过长期行为数据?
      - 人们正在对哪些行为模式做出反应,而他们应该先观察这些模式?
      - 建议:[具体行动]
   
   b) 倾听系统的智慧
      “助力那些帮助系统自我运行的力量。”
      - 这个系统中已经存在哪些自我纠正机制?
      - 这些机制中有哪些被覆盖、削弱或忽视?
      - 如果只是恢复系统自身的调节能力,而非施加外部控制,会发生什么?
      - 建议:[具体行动]
   
   c) 公开你的心智模型
      “你所知的一切都只是模型。”
      - 驱动当前决策的系统心智模型是什么?
      - 这个模型是否经过现实检验?
      - 谁持有不同的模型?他们的声音是否被听到?
      - 建议:[具体行动]
   
   d) 保持谦逊,持续学习
      “当你不知道时,不要虚张声势也不要停滞不前,而是去学习。”
      - 系统的哪些部分正被以虚假的自信管理?
      - 哪些地方应该以“我们还不知道,让我们去探索”替代“这是计划”?
      - 建议:[具体行动]
   
   e) 尊重并保护信息
      “系统中99%的问题源于错误或缺失的信息。”
      - 哪些信息缺失、延迟、扭曲或被压制?
      - 如果让所有相关参与者都能看到系统状态,会发生什么?
      - 有毒物质排放清单仅通过披露就减少了40%的排放,无需强制执行。这个系统中的类似措施是什么?
      - 建议:[具体行动]
   
   f) 在系统中定位责任
      “寻找系统产生自身行为的方式。”
      - 是否有人因结构性问题而被指责?
      - 关于后果的反馈应直接传递给哪些决策者?
      - Meadows的核废料示例:“将废料存储在批准核电站的官员的草坪上。”这个系统中的等效原则是什么?
      - 建议:[具体行动]
   
   g) 为反馈系统制定反馈政策
      “动态、自我调节的系统不能由静态、僵化的政策治理。”
      - 是否存在管理动态情况的静态规则?
      - 自我调节政策是什么样的?(例如,“预算根据目标与实际的差距成比例调整”)
      - 建议:[具体行动]
   
   h) 关注重要的事,而非仅可量化的事
      “我们的文化让我们认为可衡量的东西比不可衡量的东西更重要。”
      - 这个系统中哪些重要方面因无法衡量而被忽视?
      - 哪些可衡量的东西因易于统计而受到过多关注?
      - 建议:[具体行动]
   
   i) 为整体利益着想
      “不要在优化子系统的同时忽视整体。”
      - 哪些子系统正在以牺牲整个系统为代价进行局部优化?
      - “整个系统健康”的指标是什么样的?
      - 建议:[具体行动]
   
   j) 拓展时间视野
      “运作的时间视野越长,生存机会就越好。”
      - 驱动决策的时间视野是什么?(季度?年度?5年?)
      - 如果时间视野延长10倍,会发生什么变化?
      - 哪些决策在短期看起来不错,但长期来看很糟糕?
      - 建议:[具体行动]
   
   k) 拓展思维视野
      “打破学科界限。跟随系统的指引。”
      - 哪些学科界限阻碍了人们看到整个系统?
      - 这个系统与哪些相邻系统相连,但无人考虑?
      - 建议:[具体行动]
   
   l) 拓展关怀边界
      “在复杂系统的世界中成功生存意味着拓展关怀的视野。”
      - 哪些利益相关者被排除在系统决策之外?
      - 如果将这些利益纳入考虑,会发生什么变化?
      - 建议:[具体行动]
   
   m) 拥抱复杂性
      “宇宙是混乱的。它是非线性、动荡和混沌的。这就是世界有趣的地方。”
      - 是否有人试图将复杂系统简化?
      - 哪些多样性、可变性或实验因控制或效率的名义被压制?
      - 建议:[具体行动]
   
   n) 坚守善的目标
      “我们知道如何应对目标侵蚀。不要过度重视坏消息而忽视好消息。保持标准的绝对性。”
      - 系统的卓越标准是否在逐渐下降?
      - 最初的愿景是什么?愤世嫉俗是否取代了它?
      - 建议:[具体行动]

2. 实用杠杆菜单
   基于14条智慧和系统现状,生成5-7个具体行动的排名列表,按以下顺序排列:
   - 快速胜利:可立即实施,中等杠杆率
   - 结构性举措:需要时间,高杠杆率
   - 范式转变:长期,最高杠杆率
   
   针对每个行动:
   - 具体要做什么(不抽象——明确具体的改变)
   - 为什么有效(它影响了哪些反馈回路、Stock或Flow?)
   - 预期会遇到哪些阻力
   - 如何衡量它是否有效
   - 结果的合理时间视野是什么

3. “停止做”清单
   通常最高杠杆率的举措是停止方向错误的干预。这个系统应立即停止做什么?
   
   针对每个条目:
   - 停止什么
   - 停止它为何有益(它解除了哪些反馈回路或自我纠正机制的阻碍?)
   - 停止后短期内会发生什么(预期情况会暂时恶化,因为被压制的反馈重新显现)
   - 中期内会发生什么(系统开始自我纠正)

4. Meadows警告
   在本次分析中,我们应在哪些方面保持谦逊,承认自己的无知?
   
   “自组织、非线性、反馈系统本质上是不可预测的。它们无法被控制。无法被完全理解。”
   
   本次分析的局限性是什么?我们可能在哪些地方出错?
   哪些内容应被视为待检验的假设,而非可直接行动的结论?

输出:14条智慧评估、实用杠杆菜单、停止做清单,以及对未知的坦诚。如果你的务实分析揭示了理论上有吸引力但实际不可行的干预措施(或反之),告知团队成员。

Spawning

生成团队

Spawn all five as background agents. Use
model: "sonnet"
for all teammates. The lead (Opus) handles synthesis.
Agent: {
  team_name: "meadows-<system-slug>",
  name: "cartographer",
  model: "sonnet",
  prompt: [full cartographer prompt with system description substituted],
  run_in_background: true
}
Repeat for diagnostician, counterintuitive, archaeologist, dancer.
Assign tasks immediately:
TaskUpdate: { taskId: "1", owner: "cartographer" }
TaskUpdate: { taskId: "2", owner: "diagnostician" }
TaskUpdate: { taskId: "3", owner: "counterintuitive" }
TaskUpdate: { taskId: "4", owner: "archaeologist" }
TaskUpdate: { taskId: "5", owner: "dancer" }
将所有5名成员作为后台Agent生成。对所有成员使用
model: "sonnet"
。主导者(Opus)负责整合结果。
Agent: {
  team_name: "meadows-<system-slug>",
  name: "cartographer",
  model: "sonnet",
  prompt: [代入系统描述的完整制图师提示],
  run_in_background: true
}
为diagnostician、counterintuitive、archaeologist、dancer重复上述步骤。
立即分配任务:
TaskUpdate: { taskId: "1", owner: "cartographer" }
TaskUpdate: { taskId: "2", owner: "diagnostician" }
TaskUpdate: { taskId: "3", owner: "counterintuitive" }
TaskUpdate: { taskId: "4", owner: "archaeologist" }
TaskUpdate: { taskId: "5", owner: "dancer" }

Phase 3: Monitor & Cross-Pollinate

阶段3:监控与交叉交流

While teammates work:
  • Messages from teammates arrive automatically
  • If a teammate asks a question, respond with guidance
  • If two teammates discover conflicting structural interpretations, message both to reconcile (the system map must be consistent)
  • If a teammate finds something that dramatically changes the picture (e.g., the paradigm archaeologist discovers the stated goal is a lie), alert all others
团队成员工作期间:
  • 团队成员的消息会自动送达
  • 如果团队成员提出问题,提供指导
  • 如果两名成员发现相互矛盾的结构解释,告知双方进行调和(系统地图必须一致)
  • 如果成员发现显著改变整体情况的内容(例如,范式考古学家发现宣称目标是谎言),通知所有其他成员

Phase 4: Synthesize — The Meadows Verdict

阶段4:整合——Meadows结论

After ALL teammates report back, the lead writes the final analysis. This is the most important phase — it's where the leverage diagnosis crystallizes.
所有成员报告后,主导者撰写最终分析。这是最重要的阶段——杠杆诊断在此结晶。

The Synthesis Process

整合流程

  1. Collect all five analyses
  2. Unify the system map — reconcile the cartographer's structural map with the diagnostician's leverage assessment and the archaeologist's paradigm findings
  3. Identify the leverage gap — the distance between where effort is going and where it should go
  4. Check for wrong-direction interventions — the counterintuitive analyst's most important findings
  5. Produce the practical action plan — the dancer's recommendations filtered through the structural analysis
  6. Render the verdict — one of four categories
  1. 收集所有5份分析报告
  2. 统一系统地图——协调制图师的结构地图与诊断师的杠杆评估、考古学家的范式发现
  3. 识别杠杆差距——当前精力投入与应投入方向之间的距离
  4. 检查方向错误的干预——反直觉分析师最重要的发现
  5. 生成实用行动计划——基于结构分析筛选协作顾问的建议
  6. 给出结论——四个类别之一

Output Document

输出文档

Write to
thoughts/meadows/YYYY-MM-DD-<system-slug>.md
:
markdown
---
date: <ISO 8601>
analyst: Claude Code (meadows leverage skill)
system: "<system name>"
verdict: <HIGH_LEVERAGE | LOW_LEVERAGE | WRONG_DIRECTION | PARADIGM_BLIND>
current_level: <12-1>
recommended_level: <12-1>
leverage_gap: <SMALL | MODERATE | LARGE>
confidence: <LOW | MEDIUM | HIGH>
---
写入
thoughts/meadows/YYYY-MM-DD-<system-slug>.md
markdown
---
date: <ISO 8601格式>
analyst: Claude Code (meadows杠杆工具)
system: "<系统名称>"
verdict: <HIGH_LEVERAGE | LOW_LEVERAGE | WRONG_DIRECTION | PARADIGM_BLIND>
current_level: <12-1>
recommended_level: <12-1>
leverage_gap: <SMALL | MODERATE | LARGE>
confidence: <LOW | MEDIUM | HIGH>
---

Meadows Leverage Analysis: [System Name]

Meadows杠杆分析:[系统名称]

"Leverage points are not intuitive. Or if they are, we intuitively use them backward, systematically worsening whatever problems we are trying to solve." — Donella Meadows
“杠杆点不符合直觉。或者说,即使符合直觉,我们也会凭直觉反向使用它们,系统性地加剧我们试图解决的问题。” — Donella Meadows

The System

系统概述

[One paragraph description of what the system is and what problematic behavior it exhibits]
[一段描述系统是什么以及它表现出的问题行为]

The System Map (Cartographer)

系统地图(制图师)

Key Stocks

关键Stocks

StockCurrent StateTrendChange Rate
[name][level][growing/shrinking/oscillating/stable][fast/slow]
Stock当前状态趋势变化速度
[名称][水平][增长/缩减/波动/稳定][快/慢]

Key Feedback Loops

关键反馈回路

LoopTypeGoal/EffectStatus
[name]Balancing/Reinforcing[what it does][functioning/broken/overwhelmed]
回路类型目标/效果状态
[名称]平衡/增强[功能][正常运作/失效/过载]

Key Delays

关键延迟

DelayBetweenDurationEffect
[name][action] → [consequence][timeframe][oscillation/overshoot/none]
延迟涉及环节时长影响
[名称][行动] → [结果][时间范围][波动/过度反应/无]

Behavior Diagnosis

行为诊断

Primary archetype: [Fixes That Fail / Shifting the Burden / Eroding Goals / Success to the Successful / Tragedy of the Commons / Escalation / Overshoot]
The pattern: [description of the behavior-over-time pattern and what structural features produce it]
主要原型: [失效的解决方案 / 转嫁负担 / 目标侵蚀 / 强者愈强 / 公地悲剧 / 升级竞赛 / 过度扩张]
模式描述: [长期行为模式的描述,以及产生该模式的结构特征]

System Diagram

系统示意图

[Text-based causal diagram showing stocks, flows, and feedback loops]

[基于文本的因果图,展示Stocks、Flows和反馈回路]

The Leverage Diagnosis (Diagnostician)

杠杆诊断(诊断师)

Where You're Pushing Now

当前干预层级

InterventionLeverage LevelWorking?
[intervention 1]#[N]: [name][yes/no/making it worse]
[intervention 2]#[N]: [name][yes/no/making it worse]
Current weighted level: #[N] — [layer name] (Most effort is going to [Physical / Dynamics / Information / Social OS / Intent])
干预措施杠杆层级是否有效
[干预措施1]#[N]: [名称][是/否/使情况恶化]
[干预措施2]#[N]: [名称][是/否/使情况恶化]
当前加权层级: #[N] — [层级名称] (大多数精力投入到[物理层 / 动态层 / 信息层 / 社会操作系统层 / 意图层])

Where the Leverage Actually Is

实际杠杆点所在

Leverage PointLevelInterventionFeasibility
[point]#[N][what to do][high/medium/low]
Recommended level: #[N] — [layer name]
杠杆点层级干预措施可行性
[杠杆点]#[N][具体行动][高/中/低]
建议层级: #[N] — [层级名称]

The Leverage Gap

杠杆差距

Gap: [SMALL / MODERATE / LARGE] — [N] levels between current and recommended
[2-3 sentences explaining the gap. If LARGE: "You are arranging deck chairs on the Titanic." If MODERATE: "You're in the right neighborhood but missing the structural lever." If SMALL: "You're close — adjust direction, not level."]

差距: [小 / 中 / 大] — 当前层级与建议层级相差[N]级
[2-3句话解释差距。如果差距大:“你正在泰坦尼克号上整理躺椅。”如果差距中等:“你在正确的区域,但错过了结构性杠杆。”如果差距小:“你很接近——调整方向,而非层级。”]

The Wrong-Direction Audit (Counterintuitive Analyst)

方向错误审计(反直觉分析师)

Interventions Pushing the Wrong Way

方向错误的干预措施

InterventionIntended EffectActual EffectSeverity
[intervention][what it's supposed to do][what it actually does][LOW/MED/HIGH/CRITICAL]
干预措施预期效果实际效果严重程度
[干预措施][预期目标][实际结果][低/中/高/关键]

System Traps Active

活跃的系统陷阱

TrapDescriptionHow Long Active
[archetype name][how it's manifesting][timeframe]
陷阱描述持续时长
[原型名称][表现形式][时间范围]

The Forrester Test

Forrester测试

Is anyone pushing a real leverage point in the wrong direction? [YES/NO — if yes, this is the most important finding in the analysis. Describe the mechanism in detail.]

是否存在干预点正确但方向错误的情况? [是/否 — 如果是,这是本次分析中最重要的发现。详细描述机制。]

The Paradigm Archaeology (Paradigm Archaeologist)

范式考古(范式考古学家)

Stated vs. Revealed Goals

宣称目标vs真实目标

StatedRevealed (by behavior)
Primary goal[what they say][what they do]
Secondary goal[what they say][what they do]
宣称目标真实目标(由行为揭示)
主要目标[宣称内容][实际行为]
次要目标[宣称内容][实际行为]

Unstated Assumptions

未阐明的假设

  1. [Assumption] — everyone believes this without examining it
    • Evidence it's an assumption, not a fact: [evidence]
    • What changes if this assumption is questioned: [consequence]
  2. [Assumption] — [repeat for each]
  1. [假设] — 所有人都深信不疑但未审视
    • 证明这是假设而非事实的证据:[证据]
    • 质疑该假设会带来的变化:[后果]
  2. [假设] — [重复上述格式]

Paradigm Protection

范式保护

  • Beneficiaries of current paradigm: [who profits from the status quo]
  • What happens to questioners: [how dissent is handled]
  • Suppressed information: [what data would challenge the paradigm]
  • 当前范式的受益者: [从现状中获利的主体]
  • 质疑者的遭遇: [异议如何被处理]
  • 被压制的信息: [会挑战范式的数据]

The Paradigm Shift

范式转变

If the paradigm shifted from "[current belief]" to "[new belief]":
  • Goals would change to: [new goals]
  • Rules would change to: [new rules]
  • Information flows would: [restructure how]
  • The problematic behavior would: [change how]

如果范式从 "[当前信念]" 转变为 "[新信念]":
  • 目标将变为:[新目标]
  • 规则将变为:[新规则]
  • 信息流将:[重构方式]
  • 问题行为将:[变化方式]

The Dancing Recommendations (Dancing Advisor)

协作建议(协作顾问)

Quick Wins (do this week)

快速胜利(本周实施)

  1. [Action] — [why it works, which loop it affects]
  2. [Action] — [why it works]
  1. [行动] — [为何有效,影响哪些回路]
  2. [行动] — [为何有效]

Structural Moves (do this quarter)

结构性举措(本季度实施)

  1. [Action] — [why it works, what resistance to expect]
  2. [Action] — [why it works]
  1. [行动] — [为何有效,预期阻力]
  2. [行动] — [为何有效]

Paradigm Shifts (long-term)

范式转变(长期)

  1. [Action] — [the new belief, how to propagate it]
  1. [行动] — [新信念,传播方式]

Stop Doing (immediately)

立即停止做

  1. Stop [action] — it's [suppressing feedback / pushing wrong direction / wasting effort at level #12]
  1. 停止[行动] — 它正在[压制反馈 / 方向错误 / 在第12层浪费精力]

The 14 Wisdoms Applied

14条智慧的应用

[Top 5 most relevant wisdoms with one-sentence application each]

[最相关的5条智慧,每条用一句话说明应用方式]

THE LEVERAGE VERDICT

杠杆结论

Meadows's Four Diagnoses

Meadows的四种诊断

[ ] HIGH LEVERAGE — You're near the right level and pushing in the right direction. Keep going, with minor adjustments.
[ ] LOW LEVERAGE — You're wasting effort on parameters when the problem is structural. Redirect energy up the hierarchy.
[ ] WRONG DIRECTION — You've found a real lever but you're making the problem worse. This is the most dangerous diagnosis — stop, reverse, and recalibrate.
[ ] PARADIGM BLIND — The real problem is an unstated assumption that no one is questioning. The system can't be fixed at any level below the paradigm.
[ ] 高杠杆 — 你接近正确层级且方向正确。继续推进,进行微调。
[ ] 低杠杆 — 你在参数上浪费精力,而问题是结构性的。将精力转向更高层级。
[ ] 方向错误 — 你找到了真正的杠杆点,但正在让问题恶化。这是最危险的诊断——停止、逆转并重新校准。
[ ] 范式盲区 — 真正的问题是无人质疑的未阐明假设。在范式以下的任何层级都无法修复系统。

Verdict: [HIGH_LEVERAGE / LOW_LEVERAGE / WRONG_DIRECTION / PARADIGM_BLIND]

结论:[HIGH_LEVERAGE / LOW_LEVERAGE / WRONG_DIRECTION / PARADIGM_BLIND]

Confidence: [LOW / MEDIUM / HIGH]
The Leverage Gap: Currently pushing at level #[N] ([name]). Should be pushing at level #[N] ([name]). Gap: [SMALL/MODERATE/LARGE].
Reasoning: [2-3 paragraphs synthesizing all five analyses. Name specific stocks, loops, and leverage points. Be concrete — don't say "the feedback structure is problematic," say "the quality feedback loop has a 6-month delay that causes oscillation between over-hiring and layoffs."]
置信度: [低 / 中 / 高]
杠杆差距: 当前在第[N]层([名称])施加干预。应在第[N]层([名称])施加干预。差距:[小/中/大]。
推理: [2-3段整合所有5份分析的内容。明确提及具体的Stocks、回路和杠杆点。具体描述——不要说“反馈结构有问题”,要说“质量反馈回路存在6个月延迟,导致过度招聘与裁员之间的波动”。]

What Meadows Would Say

Meadows会怎么说

[Write 3-5 sentences in Meadows's voice — warm, clear, concrete, morally grounded. Use her actual vocabulary: stocks, flows, feedback, delays, counterintuitive, dance. Reference her analogies where they fit (the bathtub, the thermostat, the lake, the London shower). She would be honest but encouraging — she believed people could learn to see systems. She would point to the highest leverage available and say "look here, this is where the real opportunity is."]
[用Meadows的语气写3-5句话——温暖、清晰、具体、有道德立场。使用她的实际词汇:Stocks、Flows、反馈、延迟、反直觉、协作。在合适的地方引用她的类比(浴缸、温控器、湖泊、伦敦淋浴)。她会诚实但鼓励——她相信人们可以学会理解系统。她会指向可用的最高杠杆点,说“看这里,这才是真正的机遇所在”。]

If You Proceed: The System Rules

如果你继续推进:系统规则

[Based on the analysis, write 3-5 rules for working with this system. These are Meadows-style principles — not parameter adjustments but structural commitments.]
  1. Always [principle] — because [structural reason]
  2. Never [principle] — because [it pushes the wrong direction]
  3. Measure [thing] — because [it's the missing feedback]
  4. Question [assumption] — because [it's the paradigm protecting itself]
  5. Dance with [dynamic] — because [you can't control it, only work with it]
undefined
[基于分析,写出3-5条与该系统协作的规则。这些是Meadows风格的原则——不是参数调整,而是结构性承诺。]
  1. 始终[原则] — 因为[结构原因]
  2. 绝不[原则] — 因为[它会导致方向错误]
  3. 衡量[指标] — 因为[它是缺失的反馈]
  4. 质疑[假设] — 因为[它是范式自我保护的手段]
  5. 与[动态]协作 — 因为[你无法控制它,只能与之协作]
undefined

Phase 5: Present & Follow-up

阶段5:呈现与跟进

Present the verdict to the user with the key highlights. Don't dump the whole document — give the verdict, the leverage gap, and the top actions.
undefined
向用户呈现结论的关键要点。不要直接输出整个文档——给出结论、杠杆差距和首要行动。
undefined

Meadows Verdict: [System] — [VERDICT]

Meadows结论:[系统] — [结论]

Leverage gap: [SMALL/MODERATE/LARGE] — pushing at #[N] ([name]), should be at #[N] ([name]) Wrong-direction interventions: [N] found Primary system trap: [archetype name] Paradigm assumption: "[the unstated belief]"
What Meadows would say: "[pithy synthesis in her voice]"
Top 3 moves:
  1. [Quick win] — [why]
  2. [Structural move] — [why]
  3. [Stop doing] — [why]
Full analysis:
thoughts/meadows/YYYY-MM-DD-<slug>.md
Want me to:
  1. Deep-dive into any analyst's findings?
  2. Map the system more formally (full causal loop diagram)?
  3. Apply this to a different system for comparison?
  4. Pair with /munger to add economic/psychological analysis?
  5. Run the analysis on a proposed intervention to test it?
undefined
杠杆差距: [小/中/大] — 当前在第[N]层([名称])施加干预,应在第[N]层([名称])施加干预 方向错误的干预: 发现[N]个 主要系统陷阱: [原型名称] 范式假设: "[未阐明的信念]"
Meadows会说: "[用她的语气总结核心观点]"
三大行动:
  1. [快速胜利] — [原因]
  2. [结构性举措] — [原因]
  3. [停止做] — [原因]
完整分析:
thoughts/meadows/YYYY-MM-DD-<slug>.md
是否需要我:
  1. 深入解读任何分析师的发现?
  2. 更正式地绘制系统地图(完整的因果回路图)?
  3. 将此方法应用于其他系统进行比较?
  4. 与/munger配合,添加经济/心理分析?
  5. 对提议的干预措施进行分析测试?
undefined

Batch Mode

批量模式

If the user wants to compare multiple systems or interventions:
  1. Run the full analysis on each (can parallelize — one team per system)
  2. At the end, produce a comparison:
undefined
如果用户想要比较多个系统或干预措施:
  1. 对每个系统运行完整分析(可并行——每个系统一个团队)
  2. 最后生成比较结果:
undefined

Meadows Leverage Comparison

Meadows杠杆比较

SystemVerdictCurrent LevelRecommended LevelGapWrong-Dir?
[name][verdict]#[N]#[N][gap][Y/N]
[name][verdict]#[N]#[N][gap][Y/N]
undefined
系统结论当前层级建议层级差距方向错误?
[名称][结论]#[N]#[N][差距][是/否]
[名称][结论]#[N]#[N][差距][是/否]
undefined

Scoring Discipline

评分准则

  • Be Meadows, not a consultant. Meadows was honest and direct. She didn't sugarcoat — but she was warm, not cold. If the system is pushing at #12 when the leverage is at #3, say so clearly and explain why.
  • Cite the source analyst. Every claim traces to a specific teammate's finding.
  • No paradigm-change inflation. Not every problem is paradigm-level. Some systems genuinely just need better feedback loops or shorter delays. Don't always push to #2 for drama.
  • The counterintuitive finding is king. If the Counterintuitive Analyst finds a wrong-direction push, that overrides everything else. Wrong direction at high leverage is worse than right direction at low leverage.
  • Acknowledge uncertainty. Meadows: "Working with systems constantly reminds me of how incomplete my mental models are." The analysis is a hypothesis, not a diagnosis. Say what you're confident about and what you're guessing.
  • Web search when needed. If the system involves real companies, markets, or policies, have analysts use WebSearch to ground their analysis in evidence.
  • 做Meadows,而非顾问。 Meadows诚实直接。她不会粉饰——但她温暖而非冷漠。如果系统在第12层施加干预,而杠杆点在第3层,要明确说明并解释原因。
  • 引用分析师来源。 每个主张都要追溯到特定团队成员的发现。
  • 不要夸大范式变革。 并非每个问题都是范式层面的。有些系统确实只需要更好的反馈回路或更短的延迟。不要为了戏剧性而总是推到第2层。
  • 反直觉发现优先。 如果反直觉分析师发现方向错误的干预,这会覆盖其他所有发现。高杠杆点的方向错误比低杠杆点的方向正确更糟糕。
  • 承认不确定性。 Meadows曾说:“与系统协作不断提醒我,我的心智模型是多么不完整。”分析是假设,而非诊断。说明你有信心的内容和猜测的内容。
  • 必要时进行网络搜索。 如果系统涉及真实企业、市场或政策,让分析师使用WebSearch将分析基于证据。

When NOT to Use This Skill

何时不使用该工具

  • Simple, linear problems where cause and effect are obvious. Don't systems-think a bug fix or a pricing decision with clear unit economics.
  • Crisis response where you need to act in hours. Map the system AFTER the fire is out, not during.
  • When the system genuinely needs parameter tuning. If the thermostat is set to the wrong temperature, change the temperature. Don't redesign the heating system.
  • When you have no access to structural levers. If you can only change parameters, optimize parameters. Don't torture yourself about paradigms you can't reach.
  • 简单线性问题,因果关系明显。不要对错误修复或有明确单位经济效益的定价决策进行系统思考。
  • 危机响应,需要在数小时内行动。在火灾扑灭后再绘制系统地图,而非期间。
  • 系统确实需要参数调优。如果温控器温度设置错误,就调整温度。不要重新设计供暖系统。
  • 你无法接触到结构性杠杆。如果你只能改变参数,就优化参数。不要纠结于你无法触及的范式。

Pairing With Other Skills

与其他工具配合使用

  • /munger first, then /meadows: Munger tells you if it's a good business. Meadows tells you why the market/system around it behaves the way it does.
  • /meadows first, then /munger: If you're trying to understand a stuck system (company, market, org), Meadows diagnoses the structure. Then Munger evaluates whether a proposed intervention is a good investment.
  • /office-hours/meadows: Refine the problem definition, then analyze the system.
  • /christensen + /meadows: Christensen identifies disruption dynamics. Meadows explains the feedback structure that makes incumbents vulnerable.
  • /goldratt + /meadows: When available — Goldratt finds the constraint, Meadows classifies what kind of constraint it is.
  • 先/munger,再/meadows:Munger告诉你这是否是好生意。Meadows告诉你周围的市场/系统为何如此运作。
  • 先/meadows,再/munger:如果你试图理解陷入停滞的系统(企业、市场、组织),Meadows诊断结构。然后Munger评估提议的干预是否是好的投资。
  • /office-hours → /meadows:完善问题定义,然后分析系统。
  • /christensen + /meadows:Christensen识别颠覆动态。Meadows解释让 incumbent 脆弱的反馈结构。
  • /goldratt + /meadows:如果可用——Goldratt找到约束,Meadows分类约束类型。

Important Notes

重要说明

  • Cost: This skill spawns 5 agents. It's expensive. Worth it for serious system analysis, not for casual questions.
  • Sonnet for teammates, Opus for synthesis: The lead handles the leverage verdict and paradigm synthesis — that's where deep reasoning matters.
  • No team? No problem: If teams aren't enabled, run 5 sequential background agents and collect results. Same analysis, just no cross-talk.
  • The skill works on anything: Companies, markets, policies, organizations, products, personal habits, ecosystems, communities. If it has stocks, flows, and feedback, Meadows applies.
  • Primary sources: For the full framework, read Meadows's original essay "Leverage Points: Places to Intervene in a System" at donellameadows.org, and her book "Thinking in Systems: A Primer" (Chelsea Green, 2008).
  • 成本:该工具会生成5个Agent。成本较高。适合严肃的系统分析,而非随意提问。
  • 成员用Sonnet,主导者用Opus:主导者处理杠杆结论和范式整合——这是深度推理至关重要的环节。
  • 无团队功能也可使用:如果团队功能未启用,按顺序运行5个后台Agent并收集结果。分析质量相同——只是没有跨成员交流。
  • 该工具适用于任何事物:企业、市场、政策、组织、产品、个人习惯、生态系统、社区。只要有Stocks、Flows和反馈,Meadows的方法就适用。
  • 原始资料:如需完整框架,阅读Meadows的原创文章《Leverage Points: Places to Intervene in a System》(donellameadows.org),以及她的著作《Thinking in Systems: A Primer》(Chelsea Green, 2008)。