Class: Aidp::Planning::Analyzers::FeedbackAnalyzer

Inherits:
Object
  • Object
show all
Defined in:
lib/aidp/planning/analyzers/feedback_analyzer.rb

Overview

Analyzes user feedback using AI to extract insights and recommendations Uses Zero Framework Cognition (ZFC) - NO regex, heuristics, or keyword matching All semantic analysis delegated to AI Decision Engine

Instance Method Summary collapse

Constructor Details

#initialize(ai_decision_engine:, config: nil) ⇒ FeedbackAnalyzer

Returns a new instance of FeedbackAnalyzer.



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# File 'lib/aidp/planning/analyzers/feedback_analyzer.rb', line 12

def initialize(ai_decision_engine:, config: nil)
  @ai_decision_engine = ai_decision_engine
  @config = config || Aidp::Config.agile_config
end

Instance Method Details

#analyze(feedback_data) ⇒ Hash

Analyze feedback data and generate insights

Parameters:

  • feedback_data (Hash) —

    Parsed feedback data from FeedbackDataParser

Returns:

  • (Hash) —

    Analysis results with findings and recommendations



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# File 'lib/aidp/planning/analyzers/feedback_analyzer.rb', line 20

def analyze(feedback_data)
  Aidp.log_debug("feedback_analyzer", "analyze",
    response_count: feedback_data[:response_count],
    format: feedback_data[:format])

  # Use AI to perform semantic analysis
  analysis = analyze_with_ai(feedback_data)

  {
    summary: analysis[:summary],
    findings: analysis[:findings],
    trends: analysis[:trends],
    insights: analysis[:insights],
    sentiment_breakdown: analysis[:sentiment_breakdown],
    feature_feedback: analysis[:feature_feedback],
    recommendations: analysis[:recommendations],
    priority_issues: analysis[:priority_issues],
    positive_highlights: analysis[:positive_highlights],
    metadata: {
      generated_at: Time.now.iso8601,
      responses_analyzed: feedback_data[:response_count],
      source_file: feedback_data[:source_file],
      source_format: feedback_data[:format]
    }
  }
end

#format_as_markdown(analysis) ⇒ String

Format feedback analysis as markdown

Parameters:

  • analysis (Hash) —

    Feedback analysis structure

Returns:

  • (String) —

    Markdown formatted analysis



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# File 'lib/aidp/planning/analyzers/feedback_analyzer.rb', line 50

def format_as_markdown(analysis)
  Aidp.log_debug("feedback_analyzer", "format_as_markdown")

  output = ["# User Feedback Analysis", ""]
  output << "**Generated:** #{analysis[:metadata][:generated_at]}"
  output << "**Responses Analyzed:** #{analysis[:metadata][:responses_analyzed]}"
  output << "**Source:** #{analysis[:metadata][:source_file]}"
  output << ""

  output << "## Executive Summary"
  output << ""
  output << analysis[:summary]
  output << ""

  output << "## Sentiment Breakdown"
  output << ""
  output << "| Sentiment | Count | Percentage |"
  output << "|-----------|-------|------------|"
  analysis[:sentiment_breakdown].each do |sentiment|
    output << "| #{sentiment[:type]} | #{sentiment[:count]} | #{sentiment[:percentage]}% |"
  end
  output << ""

  output << "## Key Findings"
  output << ""
  analysis[:findings].each_with_index do |finding, idx|
    output << "### #{idx + 1}. #{finding[:title]}"
    output << ""
    output << finding[:description]
    output << ""
    output << "**Evidence:**"
    finding[:evidence].each do |evidence|
      output << "- #{evidence}"
    end
    output << ""
    output << "**Impact:** #{finding[:impact]}"
    output << ""
  end

  output << "## Trends and Patterns"
  output << ""
  analysis[:trends].each_with_index do |trend, idx|
    output << "### #{idx + 1}. #{trend[:title]}"
    output << ""
    output << trend[:description]
    output << ""
    output << "**Frequency:** #{trend[:frequency]}"
    output << ""
    output << "**Implication:** #{trend[:implication]}"
    output << ""
  end

  output << "## Insights"
  output << ""
  analysis[:insights].each do |insight|
    output << "- **#{insight[:category]}:** #{insight[:description]}"
    output << ""
  end

  output << "## Feature-Specific Feedback"
  output << ""
  analysis[:feature_feedback].each do |feedback|
    output << "### #{feedback[:feature_name]}"
    output << ""
    output << "**Overall Sentiment:** #{feedback[:sentiment]}"
    output << ""
    output << "**Positive Feedback:**"
    feedback[:positive].each do |pos|
      output << "- #{pos}"
    end
    output << ""
    output << "**Negative Feedback:**"
    feedback[:negative].each do |neg|
      output << "- #{neg}"
    end
    output << ""
    output << "**Suggested Improvements:**"
    feedback[:improvements].each do |imp|
      output << "- #{imp}"
    end
    output << ""
  end

  output << "## Priority Issues"
  output << ""
  output << "Issues requiring immediate attention:"
  output << ""
  analysis[:priority_issues].each_with_index do |issue, idx|
    output << "#{idx + 1}. **#{issue[:title]}** (Priority: #{issue[:priority]})"
    output << "   - Impact: #{issue[:impact]}"
    output << "   - Affected Users: #{issue[:affected_users]}"
    output << "   - Recommended Action: #{issue[:action]}"
    output << ""
  end

  output << "## Positive Highlights"
  output << ""
  output << "What users loved:"
  output << ""
  analysis[:positive_highlights].each do |highlight|
    output << "- #{highlight}"
  end
  output << ""

  output << "## Recommendations"
  output << ""
  analysis[:recommendations].each_with_index do |rec, idx|
    output << "### #{idx + 1}. #{rec[:title]}"
    output << ""
    output << rec[:description]
    output << ""
    output << "**Rationale:** #{rec[:rationale]}"
    output << ""
    output << "**Effort:** #{rec[:effort]}"
    output << ""
    output << "**Expected Impact:** #{rec[:impact]}"
    output << ""
  end

  output.join("\n")
end