Class: Ask::Agent::MetaAgent

Inherits:
Object
  • Object
show all
Defined in:
lib/ask/agent/meta_agent.rb

Defined Under Namespace

Classes: Result

Instance Method Summary collapse

Constructor Details

#initialize(telemetry: nil, model: nil, **chat_options) ⇒ MetaAgent

Returns a new instance of MetaAgent.



12
13
14
15
16
17
 
# File 'lib/ask/agent/meta_agent.rb', line 12

def initialize(telemetry: nil, model: nil, **chat_options)
  @telemetry = telemetry || Telemetry.new
  @model = model || Ask::Agent.configuration.default_model
  @chat_options = chat_options
  @agent_source = nil
end

Instance Method Details

#analyze(error_threshold: 3, loop_threshold: 2, max_turns_threshold: 2) ⇒ Object 



19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
 
# File 'lib/ask/agent/meta_agent.rb', line 19

def analyze(error_threshold: 3, loop_threshold: 2, max_turns_threshold: 2)
  load_source
  telemetry_data = @telemetry.read
  resolved_ids = resolved_recommendation_ids
  recommendations = @telemetry.read_recommendations(status: "open")

  unless has_data?(telemetry_data, error_threshold, loop_threshold, max_turns_threshold)
    return []
  end

  results = call_llm_for_analysis(telemetry_data, recommendations, resolved_ids)
  return [] if results.empty?

  results.each do |r|
    r[:recommendation_id] = @telemetry.track_recommendation(build_result(r))
  end

  results.map { |r| build_result(r) }
end

#auto_resolve! ⇒ Object 



75
76
77
78
79
80
81
82
83
84
85
86
87
88
 
# File 'lib/ask/agent/meta_agent.rb', line 75

def auto_resolve!
  load_source
  count = 0

  @telemetry.read_recommendations(status: "open").each do |rec|
    source = @agent_source[rec["file"]]
    next unless source && rec["suggested_code"]
    if source.include?(rec["suggested_code"].strip)
      @telemetry.track_resolution(rec["recommendation_id"])
      count += 1
    end
  end
  count
end

#generate_report(results = nil) ⇒ Object 



39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
 
# File 'lib/ask/agent/meta_agent.rb', line 39

def generate_report(results = nil)
  results ||= analyze
  return "No improvement opportunities found." if results.empty?

  lines = []
  lines << "# Agent Self-Improvement Report"
  lines << "*Generated: #{Time.now.utc.iso8601}*"
  lines << ""

  results.each_with_index do |result, i|
    lines << "## #{i + 1}. #{result.issue}"
    lines << ""
    lines << "| | |"
    lines << "|---|---|"
    lines << "| **File** | `#{result.file}:#{result.line}` |"
    lines << "| **Confidence** | #{result.confidence} |"
    lines << "| **Recommendation ID** | `#{result.recommendation_id}` |"
    lines << ""
    if result.suggested_code
      lines << "### Suggested Code"
      lines << ""
      lines << "```ruby"
      lines << result.suggested_code
      lines << "```"
    end
    lines << "---"
  end

  lines.join("\n")
end

#track_resolution(recommendation_id) ⇒ Object 



70
71
72
73
 
# File 'lib/ask/agent/meta_agent.rb', line 70

def track_resolution(recommendation_id)
  return false unless recommendation_id
  @telemetry.track_resolution(recommendation_id)
end