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Agent Skill · 研究检索

media-adaptation(媒体适应)

media-adaptation 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

media-adaptation 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为需要联网;许可证为 MIT,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 18,587。

总安装 6,015周安装 241GitHub Stars 69下载 1,947核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:media-adaptation(媒体适应)
来源仓库:https://github.com/jwynia/agent-skills
仓库路径:skills/media-adaptation
安装命令:
npx skills add https://github.com/jwynia/agent-skills --skill media-adaptation
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。不同来源提供的安装方式可能略有差异;本站展示可直接复制的安装命令,安装前请核对来源页面。

skills.shnpx skills
npx skills add https://github.com/jwynia/agent-skills --skill media-adaptation

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

media-adaptation 用于媒体内容的检索与筛选,支持基于关键词或场景的快速信息定位。适用于多平台媒体资源查找、来源线索匹配和内容分类管理。通过 npx skills add 命令从 agent-skills 仓库安装使用。安装前请确认权限范围、维护状态及是否涉及网络请求或文件操作。

建议结合原始 README 核验具体功能细节与使用方式。

来源仓库内路径:skills/media-adaptation

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/jwynia/agent-skills --skill media-adaptation;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

media-adaptation 怎么安装?

在终端执行 npx skills add https://github.com/jwynia/agent-skills --skill media-adaptation。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

media-adaptation 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

media-adaptation 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

media-adaptation 是免费的吗?

来源标注的许可证是 MIT。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

media-adaptation 用的人多吗?

公开数据是累计安装 6,015 次,近一周安装 241 次,下载 1,947 次,GitHub 69 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

media-adaptation 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 3 个目录同时收录,说明这个 Skill 流传比较广。
  • 许可证明确为 MIT,商用和分发边界好判断。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
media-adaptation

媒体适应 · 本页

6,01569需要联网MIT通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Media Adaptation

Purpose

Systematically analyze existing media (TV, film, games, etc.) to extract transferable elements that can be authentically transformed for new settings, particularly science fiction. Captures what makes originals compelling while creating genuinely new works rather than superficial reskins.

Core Principle

Transform, don't transplant. The goal is to understand WHY something works and recreate that function in a new context, not to simply change surface details.


Phase 1: Core Appeal Identification

Emotional Experience Analysis

Questions:

  • What emotional journey does the audience take?
  • What specific moments create the strongest response?
  • What underlying fears or desires does this tap into?
  • How does tension build and release throughout?

Document:

  • Primary emotional arc
  • Peak emotional moments
  • Underlying psychological appeal
  • Tension/release pattern

Power Dynamic Analysis

Questions:

  • Who has power and why?
  • What creates vulnerability in the system?
  • How do underdogs gain agency?
  • What institutional pressures shape behavior?

Document:

  • Power sources
  • System vulnerabilities
  • Agency mechanisms
  • Institutional pressures

Conflict Architecture

Questions:

  • What creates the central tension?
  • How do individual goals conflict with systemic demands?
  • What makes resolution difficult but not impossible?
  • Where do moral complexities emerge?

Document:

  • Central tension structure
  • Individual vs. system conflicts
  • Resolution barriers
  • Moral complexity sources

Phase 2: Element Classification

Universal Elements (Direct Transfer)

Elements that work across any setting because they tap into fundamental human nature:

Emotional Universals:

  • Fear of the unknown
  • Desire for justice/fairness
  • Need for belonging/community
  • Drive for competence/mastery
  • Search for meaning/purpose

Relationship Dynamics:

  • Mentor/apprentice bonds
  • Unlikely partnerships
  • Family loyalty vs. duty conflicts
  • Trust building through shared adversity
  • Betrayal and redemption arcs

Structural Tensions:

  • Individual agency vs. institutional control
  • Short-term survival vs. long-term consequences
  • Competing loyalties and obligations
  • Resource scarcity creating difficult choices
  • Information asymmetry driving conflict

Setting-Dependent Elements (Translation Required)

Elements tied to specific contexts that need equivalents in new settings:

Original ElementTranslation QuestionExamples
Authority StructuresWhat creates legitimate authority?Corporate security, planetary governance, AI arbitration
Resource SystemsWhat resources create power?Energy allocation, genetic access, data privileges
Communication NetworksHow does information flow?Quantum networks, AI surveillance, bioelectric signals
Enforcement MechanismsHow are rules enforced?Exile, memory modification, economic isolation

Culture-Specific Elements (Replacement Required)

Elements too tied to specific cultures/times to transfer meaningfully:

  • Specific cultural practices or beliefs
  • Historical references and contexts
  • Technology tied to particular development paths
  • Social structures unique to specific societies

Replacement Strategy:

  1. Maintain the underlying function
  2. Create new forms that serve the same story purpose
  3. Ensure replacements emerge logically from new setting
  4. Test that replacements generate similar emotional responses

Phase 3: Systemic Translation

Environmental Pressure Analysis

  1. Identify survival/social pressures in original
  2. Map equivalent pressures in new environment
  3. Trace how new pressures modify social structures
  4. Identify new conflict opportunities

Power Structure Evolution

  1. List all sources of power/influence in original
  2. For each, identify underlying principle (competence, resources, legitimacy)
  3. Create equivalents operating on same principles
  4. Consider entirely new power sources from new setting

Conflict Evolution Mapping

  1. Map conflict resolution barriers in original
  2. Identify which barriers persist in new setting
  3. Determine how new elements create new barriers
  4. Discover how new elements provide new solution paths

Phase 4: Authenticity Validation

Systemic Consistency Check

  • Do all elements emerge logically from setting premises?
  • Are power structures sustainable given environmental constraints?
  • Do conflict patterns make sense given social organization?
  • Would translated elements create desired emotional experience?

Cultural Sensitivity Review

  • Have you inadvertently imported problematic cultural assumptions?
  • Do translations respect the complexity of issues involved?
  • Are you presenting harmful systems as normative or critiquing them?
  • Do new elements create new forms of potential harm or injustice?

Originality Assessment

  • Is this sufficiently transformed to be genuinely new?
  • Do new elements add meaningful complexity beyond cosmetic changes?
  • Would someone familiar with original see this as derivative or inspired-by?
  • Does this work stand alone without knowledge of original?

Quick Reference: Translation Priorities

Essential (Must Transfer):

  • Fundamental emotional experience
  • Core power dynamics
  • Central tension structure
  • Key relationship patterns

Adaptive (Modify to Fit):

  • Authority sources and structures
  • Resource systems and constraints
  • Communication methods and barriers
  • Enforcement mechanisms and consequences

Replacement (Create New):

  • Specific cultural practices
  • Historical contexts and references
  • Setting-specific technologies
  • Unique social institutions

Example: Police Procedural → Sci-Fi

Original Analysis

  • Core Appeal: Order from chaos through competent investigation
  • Power Dynamics: Legal authority vs. criminal freedom, bureaucracy vs. justice
  • Conflict Architecture: Limited resources, jurisdictional constraints, time pressure

Translation

  • New Setting: Interplanetary corporate territories with competing legal systems
  • New Pressures: Communication delays, jurisdictional complexity, resource scarcity
  • New Conflicts: Corporate law vs. universal law, evidence across light-years, witness diaspora

Validation

  • Systemic Logic: Corporate territories make sense for resource extraction economics
  • Emotional Core: Still provides order-from-chaos satisfaction
  • Originality: Environmental constraints create genuinely new story possibilities

Anti-Patterns

1. The Cosmetic Reskin

Pattern: Changing surface details (costumes, technology, names) without transforming underlying dynamics. "It's the same story but in space." Why it fails: Audiences recognize the original immediately. The adaptation feels derivative rather than inspired. No new insights emerge from the new context. Fix: Identify what FUNCTION each element serves, then find what naturally creates that function in the new setting. The new version should work even if audiences never heard of the original.

2. The Fidelity Trap

Pattern: Treating faithfulness to source as the primary virtue. "We have to include this because it was in the original." Why it fails: Not everything translates. Forcing elements that don't fit the new context breaks immersion. Fidelity to form can betray fidelity to function. Fix: Prioritize what makes the original WORK over what HAPPENS in it. Some elements may need to be replaced entirely to serve the same function.

3. The Genre Collision

Pattern: Adapting without considering how genre expectations change. A tragedy translated into an action setting becomes unintentionally comedic. Why it fails: Genre carries audience expectations. The same plot beats land differently in different genre contexts. Tonal whiplash destroys engagement. Fix: Map the emotional journey explicitly. Verify that adapted elements deliver the same emotional beats in the new genre context.

4. The Surface Diversity

Pattern: Translating cultural elements by swapping demographics without understanding cultural function. "We'll just make them aliens instead." Why it fails: Cultural elements often serve specific narrative functions. Superficial swaps may lose the function or import problematic assumptions to new contexts. Fix: Understand why cultural elements existed in the original. Create new elements that serve the same narrative function while emerging naturally from the new setting.

5. The Unexplored Implication

Pattern: Translating an element without considering how it would actually work in the new context. "They use swords because the original had swords" in a setting with abundant energy weapons. Why it fails: Breaks world coherence. Audiences ask "why don't they just..." constantly. The adaptation feels like it wasn't thought through. Fix: Run each translated element through consequence cascade. If it doesn't make sense in context, find what DOES make sense that serves the same function.

Integration Points

Inbound:

  • When adapting existing media to new settings
  • When analyzing what makes stories work
  • When developing genre mashups

Outbound:

  • To worldbuilding for new settings
  • To character development within adapted structures
  • To plot development using translated conflicts

Complementary:

  • dna-extraction: For more detailed functional analysis
  • adaptation-synthesis: For combining multiple source extractions
  • worldbuilding: For developing the target setting

平台分布

Claude Code

30.86%
按下载量换算601

OpenCode

23.51%
按下载量换算458

Antigravity

17.13%
按下载量换算334

Gemini CLI

13.69%
按下载量换算267

windsurf

8.38%
按下载量换算163

Codex

3.48%
按下载量换算68

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。

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