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Dialectical Mapping & Steelmanning

辩证映射与Steelmanning

Table of Contents

目录

Purpose

用途

Dialectical Mapping & Steelmanning helps you escape false binary choices by:
  • Steelmanning both positions (presenting them in their strongest, most charitable form)
  • Mapping the underlying principles and tradeoffs (what each side values and sacrifices)
  • Synthesizing a principled third way (transcending "pick a side" to find higher-order resolution)
  • Making tradeoffs explicit (clarifying costs/benefits of synthesis vs pure positions)
This moves debates from "A vs B" to "here's the best of both, here's what we sacrifice, here's why it's worth it."
Dialectical Mapping & Steelmanning 可帮助你摆脱虚假的二元选择，具体方式如下：
  • Steelmanning 双方立场（以最有力、最善意的形式呈现）
  • Mapping 底层原则与权衡关系（各方重视什么、愿意牺牲什么）
  • Synthesizing 有原则的第三条道路（超越“选边站”，找到更高阶的解决方案）
  • 明确权衡关系（阐明综合方案与纯粹立场相比的成本/收益）
这能将辩论从"A vs B"转化为"这是两者的优势所在，这是我们需要牺牲的部分，以及为什么这样做是值得的。"

When to Use

适用场景

Use this skill when:
  • False dichotomies: Debate framed as binary choice ("we must pick A or B") but better options exist
  • Polarized positions: Both sides dug in, uncharitable interpretations, strawman arguments flying
  • Hidden tradeoffs: Each position has merits and costs, but these aren't explicit
  • Principle conflicts: Seemingly opposed values (speed vs quality, freedom vs safety, innovation vs stability)
  • Synthesis needed: User explicitly wants "third way", "best of both worlds", or "transcend the debate"
  • Strategic tensions: Business decisions with legitimate competing priorities (growth vs profitability, centralization vs autonomy)
  • Design tradeoffs: Technical or product decisions with no clear winner (monolith vs microservices, simple vs powerful)
  • Policy debates: Governance questions with multiple stakeholder values (privacy vs security, efficiency vs equity)
Trigger phrases: "steelman", "thesis-antithesis-synthesis", "Hegelian dialectic", "false dichotomy", "third way", "both sides have a point", "transcend the debate", "resolve the tension"
使用本技能时的场景包括：
  • 虚假二分法：辩论被框定为二元选择（"我们必须选A或B"），但存在更优选项
  • 极化立场：双方立场僵化，解读缺乏善意，稻草人论点满天飞
  • 隐藏的权衡：每个立场都有其优缺点，但这些并未被明确呈现
  • 原则冲突：看似对立的价值观（速度vs质量，自由vs安全，创新vs稳定）
  • 需要综合方案：用户明确想要"第三条道路"、"两全其美"或"超越辩论"的方案
  • 战略张力：存在合理竞争优先级的商业决策（增长vs盈利，集中化vs自治）
  • 设计权衡：没有明确最优解的技术或产品决策（单体架构vs微服务，简洁vs强大）
  • 政策辩论：涉及多方利益相关者价值观的治理问题（隐私vs安全，效率vs公平）
触发短语："steelman"、"thesis-antithesis-synthesis"、"黑格尔辩证法"、"虚假二分法"、"第三条道路"、"双方都有道理"、"超越辩论"、"解决张力"

What Is It?

什么是辩证映射与Steelmanning？

Dialectical Mapping & Steelmanning is a three-step reasoning process:
  1. Steelman Thesis & Antithesis: Present each position in its strongest form (charitable interpretation, best arguments, underlying principles)
  2. Map Tradeoffs: Identify what each side optimizes for and what it sacrifices
  3. Synthesize Third Way: Find a higher-order principle or hybrid approach that honors both positions' core values while acknowledging new tradeoffs
Quick example:
Debate: "Should our startup prioritize growth or profitability?"
Typical (bad) framing: Binary choice. Pick one, argue against the other.
Steelman Thesis (Growth):
  • Principle: Market position compounds. Early lead captures network effects, brand recognition, talent attraction.
  • Best argument: In winner-take-most markets, second place is first loser. Profitability can wait; market share can't.
  • Tradeoff: Accept cash burn, potential failure if funding dries up.
Steelman Antithesis (Profitability):
  • Principle: Sustainability enables long-term strategy. Profitable companies control their destiny, survive downturns, outlast competitors.
  • Best argument: Growth without unit economics is vanity metric. Profit proves business viability.
  • Tradeoff: Accept slower growth, risk being outpaced by well-funded competitors.
Synthesis (Profitable Growth):
  • Higher principle: Capital efficiency. Grow as fast as sustainable unit economics allow.
  • Third way: Focus on channels/segments with healthy LTV:CAC (>3:1), deprioritize expensive acquisition. Scale what works profitably, experiment cheaply elsewhere.
  • New tradeoffs: Slower than "growth at all costs", requires discipline to say no, may miss land-grab opportunities in subsidized markets.
  • Why it works: Preserves optionality (can raise capital from position of strength OR bootstrap), builds durable moat (real economics, not just scale), reduces existential risk.
Result: Escaped false binary. Found principled synthesis with explicit tradeoffs.
Dialectical Mapping & Steelmanning 是一个三步推理过程：
  1. Steelman 正题与反题：以最有力的形式呈现每个立场（善意解读、最佳论点、底层原则）
  2. 映射权衡关系：明确各方优化的目标以及愿意牺牲的内容
  3. 综合第三条道路：找到更高阶的原则或混合方案，兼顾双方的核心价值观，同时承认新的权衡关系
快速示例：
辩论主题："我们的创业公司应该优先考虑增长还是盈利？"
典型（糟糕的）框架：二元选择，选其一并反驳另一方。
Steelman 正题（增长）：
  • 原则：市场地位具有复利效应。早期领先能获取网络效应、品牌认知和人才吸引力。
  • 最佳论点：在赢者通吃的市场中，第二名就是失败者。盈利可以稍后考虑，但市场份额不能等待。
  • 权衡：接受现金消耗，若资金枯竭则可能失败。
Steelman 反题（盈利）：
  • 原则：可持续性支持长期战略。盈利的公司能掌控自身命运，度过经济低迷期，比竞争对手更持久。
  • 最佳论点：没有单位经济效益的增长只是虚荣指标。盈利证明业务的可行性。
  • 权衡：接受增长放缓，面临被资金充足的竞争对手超越的风险。
综合方案（盈利性增长）：
  • 更高阶原则：资本效率。在可持续的单位经济效益允许的范围内尽可能快速增长。
  • 第三条道路：专注于LTV:CAC (>3:1)的渠道/细分市场，优先放弃昂贵的获客方式。规模化那些能盈利的业务，低成本尝试其他方向。
  • 新的权衡：比"不惜一切代价增长"的速度慢，需要自律来拒绝某些机会，可能会错过补贴市场的圈地机会。
  • 为何有效：保留选择权（可以从优势地位筹集资金，也可以自举），构建持久的护城河（真实的经济效益，而非仅仅是规模），降低生存风险。
结果：摆脱了虚假的二元选择，找到了具有明确权衡关系的有原则的综合方案。

Workflow

工作流程

Copy this checklist and track your progress:
Dialectical Mapping Progress:
- [ ] Step 1: Frame the debate
- [ ] Step 2: Steelman Position A (Thesis)
- [ ] Step 3: Steelman Position B (Antithesis)
- [ ] Step 4: Map principles and tradeoffs
- [ ] Step 5: Synthesize third way
- [ ] Step 6: Validate synthesis quality
Step 1: Frame the debate
Identify the topic, the two polarized positions (Thesis vs Antithesis), and the apparent tension. Clarify why this feels like a binary choice. See Common Patterns for typical debate structures.
Step 2: Steelman Position A (Thesis)
Present Position A in its strongest form: underlying principle (what it values), best arguments (strongest case for this position), supporting evidence, and legitimate tradeoffs it accepts. Use resources/template.md for structure. Avoid strawmanning—present version that adherents would recognize as fair.
Step 3: Steelman Position B (Antithesis)
Present Position B in its strongest form with same rigor as Position A. Ensure symmetry—both positions get charitable treatment. See resources/template.md.
Step 4: Map principles and tradeoffs
Create tradeoff matrix showing what each position optimizes for (values) and what it sacrifices (costs). Identify underlying principles (speed, quality, freedom, safety, etc.) and how each position weighs them. For complex cases with multiple principles, see resources/methodology.md for multi-dimensional tradeoff analysis.
Step 5: Synthesize third way
Find higher-order principle or hybrid approach that transcends the binary. The synthesis should honor core values of both positions, create new value (not just compromise), and make new tradeoffs explicit. Use resources/template.md for structure. For advanced synthesis techniques (temporal synthesis, conditional synthesis, dimensional separation), see resources/methodology.md.
Step 6: Validate synthesis quality
Self-assess using resources/evaluators/rubric_dialectical_mapping_steelmanning.json. Check: steelmans are charitable and accurate, principles identified, tradeoffs explicit, synthesis transcends binary (not just compromise), new tradeoffs acknowledged. Minimum standard: Average score ≥ 3.5.
复制此清单并跟踪进度：
Dialectical Mapping Progress:
- [ ] Step 1: Frame the debate
- [ ] Step 2: Steelman Position A (Thesis)
- [ ] Step 3: Steelman Position B (Antithesis)
- [ ] Step 4: Map principles and tradeoffs
- [ ] Step 5: Synthesize third way
- [ ] Step 6: Validate synthesis quality
步骤1：框定辩论主题
确定主题、两个极化立场（正题vs反题）以及明显的张力。澄清为什么这看起来是一个二元选择。参考常见模式了解典型的辩论结构。
步骤2：Steelman 立场A（正题）
以最有力的形式呈现立场A：底层原则（其重视的内容）、最佳论点（支持该立场的最强论据）、佐证证据以及其接受的合理权衡关系。使用resources/template.md中的结构。避免稻草人谬误——呈现立场支持者会认可的公平表述。
步骤3：Steelman 立场B（反题）
以与立场A相同的严谨程度，以最有力的形式呈现立场B。确保对称性——两个立场都得到善意对待。参考resources/template.md。
步骤4：映射原则与权衡关系
创建权衡矩阵，展示每个立场优化的目标（价值）和牺牲的内容（成本）。确定底层原则（速度、质量、自由、安全等）以及每个立场如何权衡这些原则。对于涉及多个原则的复杂案例，参考resources/methodology.md进行多维权衡分析。
步骤5：综合第三条道路
找到超越二元选择的更高阶原则或混合方案。综合方案应兼顾双方的核心价值观，创造新价值（而非仅仅妥协），并明确新的权衡关系。使用resources/template.md中的结构。对于高级综合技巧（时间综合、条件综合、维度分离），参考resources/methodology.md。
步骤6：验证综合方案质量
使用resources/evaluators/rubric_dialectical_mapping_steelmanning.json进行自我评估。检查：Steelmanning是否善意且准确，是否识别出原则，权衡关系是否明确，综合方案是否超越二元选择（而非仅仅妥协），是否承认新的权衡关系。最低标准：平均得分≥3.5。

Common Patterns

常见模式

Pattern 1: Temporal Synthesis (Both, Sequenced)
  • Structure: Do A first, then B. Or B in some phases, A in others.
  • Example: "Speed vs Quality" → Synthesis: Iterate fast early (speed), stabilize before launch (quality). Time-box exploration, then shift to refinement.
  • When to use: Positions optimize for different lifecycle stages or contexts.
Pattern 2: Conditional Synthesis (Both, Contextual)
  • Structure: A in these situations, B in those situations. Define decision criteria.
  • Example: "Centralized vs Decentralized" → Synthesis: Centralize strategy/standards/shared resources, decentralize execution/tactics/experiments. Clear escalation criteria for edge cases.
  • When to use: Positions are optimal in different scenarios or scopes.
Pattern 3: Dimensional Separation (Both, Different Axes)
  • Structure: Optimize A on one dimension, B on another orthogonal dimension.
  • Example: "Simple vs Powerful" → Synthesis: Simple by default (80% use cases), powerful for power users (progressive disclosure, advanced mode). Complexity optional, not mandatory.
  • When to use: Tradeoff is false—can achieve both on different dimensions simultaneously.
Pattern 4: Higher-Order Principle (Transcend via Meta-Goal)
  • Structure: Both A and B are means to same end. Find better means.
  • Example: "Build vs Buy" → Synthesis: Neither—rent/SaaS. Or: Build core differentiator, buy commodity. Higher principle: Maximize value creation per dollar/hour.
  • When to use: Binary options are tactics, not ends. Reframe around shared ultimate goal.
Pattern 5: Compensating Controls (Accept A's Risk, Mitigate with B's Safeguard)
  • Structure: Lean toward A, add B's protections as guardrails.
  • Example: "Move Fast vs Prevent Errors" → Synthesis: Move fast with automated testing, staged rollouts, quick rollback. Accept some errors, contain blast radius.
  • When to use: One position clearly better for primary goal, other provides risk mitigation.
模式1：时间综合（两者按顺序进行）
  • 结构：先做A，再做B。或者在某些阶段做B，其他阶段做A。
  • 示例："速度vs质量" → 综合方案：早期快速迭代（速度），发布前稳定质量（质量）。为探索阶段设定时间限制，然后转向优化阶段。
  • 适用场景：立场针对不同的生命周期阶段或情境进行优化。
模式2：条件综合（两者视情境而定）
  • 结构：在这些情境下选A，在那些情境下选B。定义决策标准。
  • 示例："集中化vs去中心化" → 综合方案：集中战略/标准/共享资源，去中心化执行/战术/实验。明确边缘案例的升级标准。
  • 适用场景：立场在不同场景或范围内是最优的。
模式3：维度分离（两者在不同维度实现）
  • 结构：在一个维度上优化A，在另一个正交维度上优化B。
  • 示例："简洁vs强大" → 综合方案：默认简洁（覆盖80%的使用场景），为高级用户提供强大功能（渐进式披露、高级模式）。复杂度可选，而非强制。
  • 适用场景：权衡关系是虚假的——可以同时在不同维度上实现两者。
模式4：更高阶原则（通过元目标超越）
  • 结构：A和B都是实现同一目标的手段。找到更好的手段。
  • 示例："自建vs外购" → 综合方案：两者都不选——租用/SaaS。或者：自建核心差异化功能，外购通用组件。更高阶原则：最大化每美元/每小时的价值创造。
  • 适用场景：二元选项是战术，而非目标。围绕共同的终极目标重新框定问题。
模式5：补偿控制（接受A的风险，用B的保障措施缓解）
  • 结构：倾向于A，添加B的保护措施作为约束准则。
  • 示例："快速行动vs防止错误" → 综合方案：快速行动的同时采用自动化测试、分阶段发布、快速回滚。接受一些错误，但控制影响范围。
  • 适用场景：一个立场明显更适合主要目标，另一个立场提供风险缓解。

Guardrails

约束准则

Critical requirements:
  1. Steelman, don't strawman: Present each position as its adherents would recognize. Ask: "Would someone who holds this view agree this is a fair representation?" If no, strengthen it further.
  2. Identify principles, not just preferences: Go deeper than "Side A wants X, Side B wants Y." Find WHY they want it. What value do they optimize for? Freedom? Safety? Speed? Equity? Efficiency?
  3. Synthesis must transcend, not just compromise: Splitting the difference (50% A, 50% B) is usually weak. Good synthesis finds new option C that honors both principles at higher level. "Both-and" thinking, not "either-or" averaging.
  4. Make tradeoffs explicit: Every synthesis has costs. State what you gain AND what you sacrifice vs pure positions. Don't pretend synthesis is "best of both with no downsides."
  5. Avoid false equivalence: Steelmanning doesn't mean both sides are equally correct. One position may have stronger arguments/evidence. Synthesis should reflect this (lean toward stronger position, add safeguards from weaker).
  6. Check for false dichotomy: Some "debates" are manufactured. Both A and B may be bad options. Ask: "Is this actually a binary choice, or are we missing option C/D/E?"
  7. Test synthesis with adversarial roles: Before finalizing, inhabit each original position and critique the synthesis. Would a partisan of A/B accept it, or see it as capitulation? If synthesis can't survive friendly fire, strengthen it.
Common pitfalls:
  • ❌ Strawmanning: "Position A naively believes X" (uncharitable). Instead: "Position A prioritizes Y principle because..."
  • ❌ False balance: Steelmanning doesn't require treating bad-faith arguments as if made in good faith. If one position is empirically wrong or logically inconsistent, note this after steelmanning.
  • ❌ Mushy middle: "Do a little of both" is not synthesis. Synthesis finds NEW approach, not diluted mix.
  • ❌ Ignoring power dynamics: Some debates aren't idea conflicts—they're conflicts of interest. Synthesis may not resolve structural problems.
  • ❌ Analysis paralysis: Dialectical mapping is a tool for decision-making, not an end. Set time bounds, converge on synthesis, decide.
关键要求：
  1. 使用Steelmanning，而非稻草人谬误：以立场支持者会认可的形式呈现每个立场。自问：“持有该观点的人会认为这是公平的表述吗？”如果不是，进一步优化表述。
  2. 识别原则，而非仅仅偏好：不要停留在“A方想要X，B方想要Y”。深入探究他们为什么想要。他们优化的价值是什么？自由？安全？速度？公平？效率？
  3. 综合方案必须超越，而非仅仅妥协：折中（50%A+50%B）通常是薄弱的。好的综合方案会找到新的选项C，在更高层次上兼顾双方的原则。采用“两者兼得”的思维，而非“非此即彼”的平均化。
  4. 明确权衡关系：每个综合方案都有成本。说明与纯粹立场相比，你获得了什么以及牺牲了什么。不要假装综合方案是“两全其美且没有弊端”。
  5. 避免虚假对等：Steelmanning并不意味着双方同样正确。一个立场可能有更强的论点/证据。综合方案应反映这一点（倾向于更强的立场，添加较弱立场的保障措施）。
  6. 检查虚假二分法：有些“辩论”是人为制造的。A和B可能都是糟糕的选项。自问：“这真的是二元选择吗？我们是不是漏掉了选项C/D/E？”
  7. 用对抗角色测试综合方案：在最终确定前，代入每个原始立场并批判综合方案。A/B的支持者会接受它，还是将其视为投降？如果综合方案无法经受住“友军火力”，则需要加强。
常见陷阱：
  • ❌ 稻草人谬误：“A立场天真地相信X”（不善意）。正确做法：“A立场优先考虑Y原则，因为……”
  • ❌ 虚假平衡：Steelmanning并不要求将恶意论点视为善意论点。如果一个立场在经验上错误或逻辑不一致，在Steelmanning后注明这一点。
  • ❌ 模糊的中间地带：“两者都做一点”不是综合方案。综合方案要找到新的方法，而非稀释后的混合体。
  • ❌ 忽视权力动态：有些辩论不是观点冲突——而是利益冲突。综合方案可能无法解决结构性问题。
  • ❌ 分析瘫痪：辩证映射是决策工具，而非最终目的。设定时间限制，收敛到综合方案，做出决策。

Quick Reference

快速参考

Key resources:
  • resources/template.md: Steelmanning template, tradeoff matrix template, synthesis structure
  • resources/methodology.md: Advanced techniques (multi-party dialectics, principle hierarchies, Toulmin argumentation for steelmanning, synthesis patterns)
  • resources/evaluators/rubric_dialectical_mapping_steelmanning.json: Quality criteria for steelmans and synthesis
Typical workflow time:
  • Simple binary debate (2 positions, clear principles): 20-30 minutes
  • Complex multi-stakeholder debate: 45-60 minutes
  • Strategic frameworks (long-term decisions): 60-90 minutes
When to escalate:
  • More than 2 positions (multi-party dialectics)
  • Nested tradeoffs (position A itself is a synthesis of A1 vs A2)
  • Empirical questions disguised as value debates
  • Bad faith arguments (not resolvable via steelmanning) → Use resources/methodology.md for these advanced cases
Inputs required:
  • Debate topic: The decision or question being debated
  • Position A (Thesis): One side of the binary
  • Position B (Antithesis): The opposing side
  • Context (optional): Constraints, stakeholders, decision criteria
Outputs produced:
  • dialectical-mapping-steelmanning.md
    : Complete analysis with steelmanned positions, tradeoff matrix, synthesis, and recommendations
关键资源：
  • resources/template.md：Steelmanning模板、权衡矩阵模板、综合方案结构
  • resources/methodology.md：高级技巧（多方辩证法、原则层级、用于Steelmanning的图尔敏论证模型、综合模式）
  • resources/evaluators/rubric_dialectical_mapping_steelmanning.json：Steelmanning和综合方案的质量标准
典型工作流程耗时：
  • 简单二元辩论（2个立场，原则明确）：20-30分钟
  • 复杂多方辩论：45-60分钟
  • 战略框架（长期决策）：60-90分钟
何时升级处理：
  • 超过2个立场（多方辩证法）
  • 嵌套权衡关系（立场A本身是A1 vs A2的综合方案）
  • 伪装成价值辩论的经验问题
  • 恶意论点（无法通过Steelmanning解决） → 参考resources/methodology.md处理这些高级案例
所需输入：
  • 辩论主题：正在辩论的决策或问题
  • 立场A（正题）：二元对立的一方
  • 立场B（反题）：对立的另一方
  • 上下文（可选）：约束条件、利益相关者、决策标准
产出成果：
  • dialectical-mapping-steelmanning.md
    ：包含Steelmanned立场、权衡矩阵、综合方案和建议的完整分析报告