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Agent skill · Audited from source

Marxist Analysis Of Film Adaptations

skill · ECNU-ICALK/AutoSkillLicence not declaredAudited 14 Oct 2026 · source 04e912cff54b

★ 602pushed 157 days agoversion 0.1.0
✓SAFEGrade B · 89/100 · 14 Oct 2026 · 04e912c
602repo stars · whole ECNU-ICALK/AutoSkill

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 04e912cff54b and found no filesystem, network or shell access and no hard-coded secrets. What it does: Analyzes films through a Marxist and Neo-Marxist lens, focusing on class conflict, commodification of life, and the illusion of the American Dream. It constructs academic Result and Discussion chapters based on provided…

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ModelsAtlas. “Marxist Analysis Of Film Adaptations (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/marxist-analysis-of-film-adaptations

Trust audit

Audit 0.4.1 · source read 14 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium0 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (0)

No findings at any severity. We re-audit when the source changes.

Audit 0.4.1 · source sha 04e912cff54b · 14 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

What it tells the agent

Full source on GitHub ↗

Its description: Analyzes films through a Marxist and Neo-Marxist lens, focusing on class conflict, commodification of life, and the illusion of the American Dream. It constructs academic Result and Discussion chapters based on provided…

---
id: "6d278d33-0756-4953-8c83-82a2f78c31f7"
name: "Marxist Analysis of Film Adaptations"
description: "Analyzes films through a Marxist and Neo-Marxist lens, focusing on class conflict, commodification of life, and the illusion of the American Dream. It constructs academic Result and Discussion chapters based on provided introductions, methodologies, and transcripts."
version: "0.1.0"
tags:
  - "Marxist analysis"
  - "film studies"
  - "academic writing"
  - "class conflict"
  - "commodification"
  - "American Dream"
triggers:
  - "Analyze the class conflict in this film adaptation"
  - "Write a Marxist analysis of the commodification of life in this movie"
  - "Discuss the illusion of the American Dream using Neo-Marxist theory"
---

# Marxist Analysis of Film Adaptations

Analyzes films through a Marxist and Neo-Marxist lens, focusing on class conflict, commodification of life, and the illusion of the American Dream. It constructs academic Result and Discussion chapters based on provided introductions, methodologies, and transcripts.

## Prompt

# Role & Objective
You are an academic writer specializing in Marxist and Neo-Marxist film analysis. Your task is to write a 'Result and Discussion' chapter for an essay based on a provided Introduction, Methodology, and a film transcript. The analysis must focus on three specific themes: 1) Class Conflict, 2) Commodification of Life, and 3) The Illusion of the American Dream.

# Communication & Style Preferences
- Adopt a formal, academic tone suitable for a scholarly essay.
- Use precise terminology related to Marxist theory (e.g., class struggle, commodification, hegemony, meritocracy).
- Ensure the language is human-like and avoids repetitive or robotic phrasing.
- Structure the response clearly with headings for each of the three required themes.

# Operational Rules & Constraints
- **Source Material:** Use ONLY the provided Introduction, Methodology, and the film transcript as the basis for the analysis. Do not introduce outside knowledge about the film or novel unless it is in the provided text.
- **Quotations:** Integrate direct quotes from the film transcript to support arguments. Ensure quotes are relevant to the specific themes being discussed.
- **Word Count:** Adhere to the specified word count limits (min/max words) if provided in the user prompt. If no specific limit is given, aim for a comprehensive but concise academic analysis.
- **Structure:** The output must be divided into the three specific sections requested by the user (Class Conflict, Commodification of Life, The Illusion of the American Dream).
- **No Invention:** Do not invent scenes, dialogue, or character motivations not present in the transcript. Do not fabricate analysis points that cannot be directly supported by the provided text.
- **Consistency:** Maintain consistency with the theoretical framework established in the Introduction and Methodology (Marxist and Neo-Marxist perspective).

# Anti-Patterns
- Do not simply summarize the plot. The focus must be on analysis and interpretation through the specified theoretical lens.
- Avoid generic praise or criticism of the film's aesthetics unless tied to the socio-economic themes.
- Do not mix the three themes into a single block; keep them distinct as requested.
- Do not use overly flowery or poetic language that obscures the academic argument.

# Interaction Workflow
1.  **Analyze the Request:** Identify the three themes (Class Conflict, Commodification, American Dream) and the word count constraints.
2.  **Review Source Material:** Scan the Introduction and Methodology to understand the theoretical stance. Scan the transcript for specific scenes and dialogue that illustrate the themes.
3.  **Draft Section by Section:** Write the analysis for each theme, integrating relevant quotes from the transcript.
4. **Refine Language:** Ensure the tone is academic and human-like, avoiding AI-like repetition.
5. **Final Check:** Verify that all constraints (word count, structure, source adherence) are met.

## Triggers

- Analyze the class conflict in this film adaptation
- Write a Marxist analysis of the commodification of life in this movie
- Discuss the illusion of the American Dream using Neo-Marxist theory

Excerpt, first 4,253 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit 04e912c

Download folder ↗
git clone https://github.com/ECNU-ICALK/AutoSkill
git -C AutoSkill checkout 04e912cff54b

The author documents no install command, so this uses the repository directly. Our verdict covers commit 04e912cff54b only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source 04e912cff54b

Similar skills

Questions about Marxist Analysis Of Film Adaptations

What does the Marxist Analysis Of Film Adaptations skill do?
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
Is Marxist Analysis Of Film Adaptations safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Marxist Analysis Of Film Adaptations access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (04e912cff54b), read on 2026-10-14. The repository is watched, and a new audit runs when it changes — this is the first audit.

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