Overview

Personal AI Infrastructure v2.5.0 introduces a thinking-first AI system that validates its own reasoning and executes tasks in parallel by default. The AI now must justify why it skips thinking tools rather than why it uses them, fundamentally changing how it approaches problems.

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Changes by Version

v2.5.0 (Algorithm v0.2.25)

  • Added parallel-by-default execution - independent tasks now run simultaneously instead of sequentially
  • Added two-pass capability selection - AI validates hook hints against intent criteria in THINK phase
  • Changed thinking tools to opt-out instead of opt-in - AI must now justify excluding 6 thinking tools (Council, RedTeam, FirstPrinciples, Science, BeCreative, Prompting)
  • Added 7 composition patterns for task orchestration (Pipeline, TDD Loop, Fan-out, Fan-in, Gate, Escalation, Specialist)
  • Added mandatory structured questioning - all user questions must use AskUserQuestion tool
  • Added 2 new hooks for deeper system awareness (total 17)
  • Changed skill organization - refined from 29 to 28 skills, CORE renamed to PAI
  • Added 244 new workflows - expanded from 112 to 356 total automated workflows

v0.2.24

  • Added thinking tools assessment with justify-exclusion principle
  • Added mandatory AskUserQuestion tool requirement

v0.2.23

  • Added two-pass capability selection system
  • Added skill checking in THINK phase
  • Added FormatReminder hook enrichment