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Agent Skill · 研究检索

technology-impact(技术影响)

technology-impact 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。

technology-impact 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,权限为权限未标注;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 20,233。

总安装 5,288周安装 216GitHub Stars 69下载 1,693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:technology-impact(技术影响)
来源仓库:https://github.com/jwynia/agent-skills
仓库路径:skills/technology-impact
安装命令:
npx skills add https://github.com/jwynia/agent-skills --skill technology-impact
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 technology-impact

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。

technology-impact 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词快速定位候选结果时使用。适用于技术影响评估、趋势分析和创新案例研究等研究检索场景。通过关键词或任务场景输入,返回匹配的候选信息列表供进一步处理。

安装命令:npx skills add https://github.com/jwynia/agent-skills --skill technology-impact。使用前请确认仓库维护状态及是否涉及文件读写或网络请求权限。

来源仓库内路径:skills/technology-impact

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 technology-impact;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

    权限没有明确标注,第一次使用时只给一个无关紧要的任务,观察它到底读了哪些文件和网络。

常见问题

6 条

technology-impact 怎么安装?

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

technology-impact 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。

technology-impact 需要什么权限?

权限级别没有明确标注。第一次使用时建议只给无关紧要的任务,观察它实际读写了哪些内容。

technology-impact 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。

technology-impact 用的人多吗?

公开数据是累计安装 5,288 次,近一周安装 216 次,下载 1,693 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。

technology-impact 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
technology-impact

技术影响 · 本页

5,28869权限未标注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

Technology Impact Analysis (McLuhan Tetrad)

Purpose

Systematically analyze the societal impacts of technologies using McLuhan's Tetrad of Media Effects. Examines what technology enhances, obsoletes, retrieves, and reverses to reveal non-obvious consequences.

Core Framework: The Tetrad

Every technology simultaneously has four effects:

EffectQuestionWhat It Reveals
EnhancementWhat does it amplify?Primary capabilities increased
ObsolescenceWhat does it displace?What becomes less relevant
RetrievalWhat does it bring back?Historical patterns revived
ReversalWhat does it become when pushed to extreme?Paradoxical consequences

Core Tetrad Questions

Enhancement

  • What capabilities, processes, or tendencies does this technology amplify?
  • How does enhancement manifest across different contexts?
  • What are primary and secondary enhancement effects?

Obsolescence

  • What existing systems, skills, or practices does it displace?
  • Which displaced elements might persist in modified forms?
  • What are the implications of these obsolescences?

Retrieval

  • What historical practices or patterns does it revive in new forms?
  • How do these retrievals manifest differently from originals?
  • What historical understanding informs our analysis?

Reversal

  • What happens when enhancement effects are pushed to extremes?
  • What paradoxical effects emerge from widespread adoption?
  • How might current trends reverse themselves?

Analysis Dimensions

1. Domain Analysis

Examine each societal domain:

Economic

  • Production systems
  • Labor markets
  • Financial systems
  • Business models
  • Consumer behavior

Social

  • Interpersonal relationships
  • Community structures
  • Social mobility
  • Cultural expression
  • Identity formation

Political

  • Governance systems
  • Democratic processes
  • Power distribution
  • Policy formation
  • Civic engagement

Educational

  • Learning systems
  • Knowledge transfer
  • Skill development
  • Educational access

Healthcare

  • Care delivery
  • Medical research
  • Health management
  • Healthcare access

Environmental

  • Resource usage
  • Sustainability practices
  • Climate impact
  • Ecosystem management

2. Stakeholder Impact

For each effect, examine impact on:

Demographics

  • Age groups
  • Socioeconomic classes
  • Geographic locations
  • Educational backgrounds

Power Structures

  • Existing authorities
  • Emerging players
  • Resource controllers
  • Knowledge holders

Vulnerable Populations

  • Economic vulnerability
  • Digital divide impacts
  • Accessibility concerns
  • Cultural marginalization

3. Temporal Analysis

Time Horizons

  • Immediate (0-2 years)
  • Short-term (2-5 years)
  • Medium-term (5-10 years)
  • Long-term (10+ years)

Development Patterns

  • Adoption curves
  • Resistance patterns
  • Acceleration points
  • Stabilization periods

Historical Parallels

  • Similar technological transitions
  • Pattern repetitions
  • Lessons from history

4. Systemic Interactions

Cross-Domain Effects

  • How changes in one domain affect others
  • Cascading impacts
  • Feedback loops
  • Emergent properties

Equilibrium Shifts

  • New balances forming
  • Destabilized systems
  • Adaptation patterns

Power Dynamics

  • Authority shifts
  • Control mechanisms
  • Resource allocation

Application Process

1. Initial Scoping

  • Define specific technology/application
  • Identify primary domains of impact
  • Establish analysis timeframe
  • Define stakeholder scope

2. Systematic Examination

  • Apply core tetrad questions to each domain
  • Document direct and indirect effects
  • Identify cross-domain interactions
  • Map stakeholder impacts

3. Pattern Analysis

  • Identify recurring themes
  • Note unusual effects
  • Document contradictions
  • Map interaction patterns

4. Impact Assessment

  • Evaluate significance of effects
  • Assess probability of outcomes
  • Identify critical uncertainties
  • Define key indicators

5. Documentation

  • Record findings systematically
  • Map relationships
  • Document assumptions
  • Note areas for further study

Analysis Template

Technology: [Name]

Enhancement: What it amplifies:

-

Obsolescence: What it displaces:

-

Retrieval: What it brings back:

-

Reversal: What it becomes at extreme:

-

Domain Impacts

DomainEnhancementObsolescenceRetrievalReversal
Economic
Social
Political
Educational
Healthcare
Environmental

Stakeholder Analysis

GroupPositive EffectsNegative EffectsNet Assessment

Temporal Projections

TimeframeMost Likely Effects
Immediate
Short-term
Medium-term
Long-term

Key Uncertainties

  1. 2. 3.

Example: Smartphone

Enhancement:

  • Communication immediacy
  • Information access
  • Personal documentation (photos, notes)
  • Navigation capability

Obsolescence:

  • Paper maps
  • Point-and-shoot cameras
  • Landline phones
  • Physical newspapers

Retrieval:

  • Oral culture (voice messages, podcasts)
  • Visual culture (image-based communication)
  • Constant connectivity (pre-modern village awareness)

Reversal:

  • Communication enhancement → isolation through screens
  • Information access → attention fragmentation
  • Connection → addiction and dependency
  • Personal documentation → surveillance infrastructure

Anti-Patterns

1. The Techno-Utopian

Pattern: Only analyzing enhancement effects. Focusing on what technology enables while ignoring what it destroys, retrieves, or reverses. Why it fails: Creates incomplete analysis that misses critical consequences. Every enhancement has a shadow—ignoring it leads to surprised stakeholders. Fix: Force yourself through all four quadrants. The reversal quadrant is especially important for identifying unintended consequences.

2. The Surface Analysis

Pattern: Identifying immediate effects without tracing systemic implications. "Social media enhances connection" without examining what connection means at scale. Why it fails: First-order effects are obvious; value comes from second and third-order analysis. Surface analysis tells stakeholders nothing they don't already know. Fix: For each effect, ask "and then what?" at least twice. Map cross-domain cascades. Identify feedback loops.

3. The Historical Blindness

Pattern: Analyzing technology in isolation without examining historical parallels. Missing that we've seen similar patterns before. Why it fails: History reveals patterns that inform projections. The printing press, telegraph, and telephone all have lessons for digital technology. Fix: Explicitly identify 2-3 historical analogs. What was enhanced, obsolesced, retrieved, reversed then? What patterns persist?

4. The Stakeholder Collapse

Pattern: Treating all stakeholders as homogeneous. "Users will experience..." without differentiating who wins and who loses. Why it fails: Technology redistributes power unevenly. Analysis that ignores differential impact misses the most important political dimensions. Fix: Segment stakeholders by power position, access, and capability. Analyze each quadrant for each stakeholder class.

5. The Timeframe Conflation

Pattern: Mixing immediate and long-term effects without distinguishing timelines. "This will obsolete X" without specifying when or under what conditions. Why it fails: Timelines matter for planning. Something that becomes obsolete in 20 years requires different strategy than something obsolete next year. Fix: Separate effects by timeframe: immediate (0-2 years), short-term (2-5), medium-term (5-10), long-term (10+).

Integration Points

Inbound:

  • When evaluating new technology
  • When planning technology adoption
  • When analyzing technology policy

Outbound:

  • To decision-making processes
  • To policy recommendations

Complementary:

  • media-meta-analysis: For analyzing discourse about technology
  • Research frameworks: For gathering evidence

平台分布

Claude Code

26.5%
按下载量换算449

OpenCode

25.12%
按下载量换算425

Antigravity

18.75%
按下载量换算317

Codex

12.39%
按下载量换算210

Gemini CLI

8.63%
按下载量换算146

windsurf

3.21%
按下载量换算54

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

权限未标注

当前来源未能明确判断权限范围,默认进入异常复核队列。

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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