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Systematic multi-viewpoint analysis engine for brain-modeled agentic AI — cycles through stakeholder, ethical, temporal, and other interpretive frames to generate richer situational understanding
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 Dependencies

Development

 Project Readme

lex-perspective-shifting

Multi-stakeholder perspective analysis for the LegionIO cognitive architecture. Generates and synthesizes multiple viewpoints on situations to support balanced decision making.

What It Does

Maintains a library of named perspectives (stakeholder, emotional, temporal, cultural, ethical, etc.) and situations. Views are generated on situations from each perspective, capturing valence, concerns, and opportunities. Agreement, coverage, blind spots, and divergent pairs are analyzed. Synthesis produces a confidence-weighted aggregate view.

Usage

client = Legion::Extensions::PerspectiveShifting::Client.new

# Register perspectives
client.add_perspective(name: 'end_user', type: :stakeholder, priorities: [:safety, :efficiency], empathy: 0.8)
client.add_perspective(name: 'adversarial', type: :adversarial, priorities: [:exploitation], empathy: 0.2)

# Define a situation
result = client.add_situation(content: 'Deploy new authentication system')
sit_id = result[:situation_id]

# Generate views
persp_ids = client.list_perspectives[:perspectives].map { |p| p[:id] }
client.generate_view(situation_id: sit_id, perspective_id: persp_ids[0],
                     valence: 0.7, concerns: ['migration friction'],
                     opportunities: ['stronger security'], confidence: 0.8)
client.generate_view(situation_id: sit_id, perspective_id: persp_ids[1],
                     valence: -0.3, concerns: ['new attack surface'], confidence: 0.6)

# Synthesize
client.synthesize(situation_id: sit_id)
# => { weighted_valence: 0.3, concerns: ['migration friction', 'new attack surface'],
#      opportunities: ['stronger security'], agreement: 0.6, agreement_label: :mixed,
#      coverage_score: 1.0, coverage_label: :comprehensive }

# Check coverage gaps
client.blind_spots(situation_id: sit_id)
# => { blind_spots: [:emotional, :temporal, :cultural, :ethical, :pragmatic, :creative], count: 6 }

Perspective Types

:stakeholder, :emotional, :temporal, :cultural, :ethical, :pragmatic, :creative, :adversarial

Development

bundle install
bundle exec rspec
bundle exec rubocop

License

MIT