karlmarx-skill
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.
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.
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# 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?**
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## 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 Comparison
1 组Sales are continuously declining. The team tried promotions and ad campaigns, but with little effect, and the problem seems to recur, with no root cause found.
Using Marxist methodology, analyzed market structure, production relations, and historical evolution, identifying deep contradictions and systemic issues, finding real leverage points.
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
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