technology-impact

📁 jwynia/agent-skills 📅 Jan 20, 2026
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npx skills add https://github.com/jwynia/agent-skills --skill technology-impact

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Skill 文档

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:

Effect Question What It Reveals
Enhancement What does it amplify? Primary capabilities increased
Obsolescence What does it displace? What becomes less relevant
Retrieval What does it bring back? Historical patterns revived
Reversal What 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

Domain Enhancement Obsolescence Retrieval Reversal
Economic
Social
Political
Educational
Healthcare
Environmental

Stakeholder Analysis

Group Positive Effects Negative Effects Net Assessment

Temporal Projections

Timeframe Most Likely Effects
Immediate
Short-term
Medium-term
Long-term

Key Uncertainties


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