Class: Llmemory::Cli::Commands::MineSkills

Inherits:
Base
  • Object
show all
Defined in:
lib/llmemory/cli/commands/mine_skills.rb

Overview

Mines reusable skills from a user’s successful episodes. Human-in-the-loop by default: prints proposals and writes nothing unless –register is given.

Instance Method Summary collapse

Methods inherited from Base

#parse_options, #run

Instance Method Details

#execute(argv, _opts) ⇒ Object 



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# File 'lib/llmemory/cli/commands/mine_skills.rb', line 18

def execute(argv, _opts)
  user_id = argv.first
  unless user_id
    $stderr.puts "Usage: llmemory mine-skills USER_ID [--window N] [--outcomes LIST] [--register] [--store TYPE]"
    exit 1
  end

  episodic = Llmemory::LongTerm::Episodic::Memory.new(user_id: user_id, storage: episodic_storage(@store_type))
  procedural = Llmemory::LongTerm::Procedural::Memory.new(user_id: user_id, storage: procedural_storage(@store_type))
  result = Llmemory::SkillMining::Miner.new(episodic: episodic, procedural: procedural).mine(
    window: @window || Llmemory::SkillMining::Miner::DEFAULT_WINDOW,
    outcomes: @outcomes,
    auto_register: @register
  )

  if result.empty?
    puts "No skills could be mined for user #{user_id}."
    return
  end

  if @register
    puts "Registered #{result.size} mined skill(s): #{result.join(', ')}"
  else
    puts "#{result.size} skill proposal(s) for user #{user_id} (not registered):"
    result.each do |p|
      puts "  - #{p[:name]} (#{p[:kind]}, confidence: #{p[:confidence]}): #{p[:description] || p[:body]}"
    end
  end
end

#option_parser(parser) ⇒ Object 



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# File 'lib/llmemory/cli/commands/mine_skills.rb', line 11

def option_parser(parser)
  parser.on("--window N", Integer, "Episodes to mine (default 20)") { |v| @window = v }
  parser.on("--outcomes LIST", "Comma-separated outcome allowlist (e.g. success,recovered)") { |v| @outcomes = v.split(",").map(&:strip) }
  parser.on("--register", "Register the proposals instead of only printing them") { @register = true }
  parser.on("--store TYPE", "Storage type (memory|file|postgres|active_record)") { |v| @store_type = v }
end