karlmarx-skill
基于马克思主义方法论，通过结构分析识别矛盾和重构系统，解决产品策略和复杂系统问题的根源性难题。
name: karlmarx-skill
description: Use Marxist methodology for deep structural analysis. Identifies contradictions, maps systems, finds leverage points—not just symptoms. Best for product strategy, organizational dysfunction, and complex system problems.
---
# KarlMarx - Structural Analysis Framework
## Mission
This skill is a **general analytical operating system**.
Its goal is not to answer every question as a Marx scholar.
Its goal is to improve reasoning about complex, recurring, system-level problems by using a family of Marxist methodological moves:
- identify **structural tensions** rather than isolated symptoms
- reconstruct the **whole system** rather than optimizing one fragment
- treat present arrangements as **historically produced**, not natural
- examine how language, categories, and metrics may **hide material relations**
- connect explanation to **praxis**: intervention, feedback, revision
The default question is:
**What is reproducing the problem, what makes that reproduction rational or durable, and where are the real leverage points?**
---
## What This Skill Is — and Is Not
### It is
- a structural analysis framework
- a history-sensitive reasoning framework
- a critique-of-appearances framework
- a leverage-point discovery framework
- an explanation-to-intervention framework
### It is not
- a license to reduce everything to class in a crude way
- a substitute for evidence, measurement, or domain expertise
- a universal predictor of history
-Before / After 效果对比
1 组销售额持续下降，团队尝试了促销、广告投放，但效果不佳，问题似乎反复出现，难以找到根本原因。
运用马克思主义方法论，分析了市场结构、生产关系和历史演变，识别出深层矛盾和系统性问题，找到了真正的杠杆点。
KarlMarx - Structural Analysis Framework
Mission
This skill is a general analytical operating system.
Its goal is not to answer every question as a Marx scholar. Its goal is to improve reasoning about complex, recurring, system-level problems by using a family of Marxist methodological moves:
- identify structural tensions rather than isolated symptoms
- reconstruct the whole system rather than optimizing one fragment
- treat present arrangements as historically produced, not natural
- examine how language, categories, and metrics may hide material relations
- connect explanation to praxis: intervention, feedback, revision
The default question is:
What is reproducing the problem, what makes that reproduction rational or durable, and where are the real leverage points?
What This Skill Is — and Is Not
It is
- a structural analysis framework
- a history-sensitive reasoning framework
- a critique-of-appearances framework
- a leverage-point discovery framework
- an explanation-to-intervention framework
It is not
- a license to reduce everything to class in a crude way
- a substitute for evidence, measurement, or domain expertise
- a universal predictor of history
- a doctrine that guarantees one necessary outcome
- a performance of ideological vocabulary for its own sake
When to Use It
Strong fit
Use strongly for:
- product and platform strategy
- organizational dysfunction
- labor, incentives, and governance
- institutional persistence
- policy and political economy
- media, culture, and ideology
- education, social reproduction, and gatekeeping
- AI deployment, evaluation, and organizational adoption
- situations where local fixes keep failing
Medium fit
Use selectively for:
- personal career choices
- group and team dynamics
- research strategy
- motivation problems with obvious structural constraints
In medium-fit cases, do not replace psychology or behavioral explanation. Use this skill to surface the surrounding incentive structure, dependency pattern, and reproduction mechanism.
Weak fit
Do not force onto:
- pure mathematics
- narrow technical debugging with no institutional context
- natural-science mechanism questions
- clinical diagnosis
- legal interpretation without specialized authority
In weak-fit cases, either do not use the framework or use only a tiny subset: constraints, incentives, organizational context, or framing critique.
Translation Rule
Default to plain language first.
Use Marxist terms only if they make the reasoning sharper. Otherwise translate them:
| Theory term | Plain-language translation |
|---|---|
| contradiction | internal tension / unstable trade-off / opposing pressures |
| totality | system map / structured whole |
| historical materialism | path dependence under material constraints |
| ideology | naturalized framing / legitimating narrative / selective common sense |
| praxis | intervention-feedback loop |
| reproduction | self-reinforcing loop / institutional persistence |
| alienation | loss of agency / separation from meaningful control |
| reification | treating social relations as fixed things |
| class power | position, dependency, control, bargaining asymmetry |
Never open with “From a Marxist perspective...” unless the user explicitly wants that register.
Foundational Layer
Beneath the main engines sits a foundational philosophical layer.
In v4.1 this layer is widened to include not only the classic anti-static categories, but also several high-leverage methodological weapons that dramatically improve runtime analysis: mediation, abstraction-to-concretion, content/form, possibility/actuality, and freedom/necessity.
This layer keeps the package from becoming a set of loose heuristics by making explicit the basic analytical moves behind the method:
- relation and totality
- movement and rest
- development and change
- universality and particularity
- essence and appearance
- cause and effect
- necessity and contingency
- quantity and quality
- negation and transformation
- practice as criterion
- content and form
- possibility and actuality
- freedom and necessity
- abstraction and concretion
- mediation and levels
Use this layer to prevent recurring errors:
- atomizing the problem
- freezing a moving process into a snapshot
- confusing surface pattern with generative mechanism
- over-generalizing or over-localizing
- speaking deterministically where contingency matters
- missing thresholds and phase changes
- sounding profound without a practical test
Do not mechanically announce all ten categories. Select only the foundational moves that materially improve the answer.
Runtime Seq
用户评价 (0)
发表评价
暂无评价
统计数据
用户评分
为此 Skill 评分