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The Debrief Machine

Version: 3.0 Status: Ready for productization Purpose: Comprehensive AI conversation analysis and project debrief system


What This Is

The Debrief Machine is a battle-tested prompt system for conducting comprehensive project debriefs and conversation analysis using AI. It guides LLMs through a systematic 26-section analysis framework.

Key Features

  • Multi-LLM Compatible: Works with ChatGPT, Claude, Perplexity, and other major LLMs
  • Comprehensive Framework: 26-section analysis covering technical, business, and strategic aspects
  • Version History: Evolved from v1.0 (basic debrief) to v3.0 (full autonomous system)
  • Export-Ready: Generates professional reports suitable for stakeholders

Versions Included

Production-Ready

  • The Debrief Machine v3.0.0.0 - Complete Comprehensive Prompt Library.md - Latest version
  • ChatGPT Debrief Prompts v2.1.0.0.0.md - ChatGPT-optimized version

Specialized Variants

  • autonomous_debrief_system - Self-executing debrief agent
  • research_focused_debrief_v2_1_0.md - Research-oriented analysis
  • Claude Projects Edition v1.0.1.0 — Live Demo.md - Claude Projects integration

Development History

  • debrief_machine_timeline.md - Version evolution tracker
  • Debrief Machine – Version Timeline.md - Full changelog

Use Cases

  1. Project Retrospectives - Analyze completed projects for lessons learned
  2. AI Conversation Mining - Extract value from ChatGPT/Claude conversations
  3. Strategic Planning - Identify patterns and opportunities across work
  4. Knowledge Transfer - Document tacit knowledge for team members
  5. Product Development - Analyze prototype sessions for product insights

How to Use

  1. Choose the appropriate version for your LLM
  2. Copy the full prompt into your AI conversation
  3. Provide the content to analyze (conversation, project docs, etc.)
  4. Let the AI work through all 26 sections systematically
  5. Review and export the generated debrief

Monetization Ready

This product is ready to sell as-is:

  • Fully documented and tested
  • Multiple LLM versions available
  • Clear value proposition
  • Proven use cases

Suggested Price Point: $29-49 one-time purchase

Next Steps

  • Create product landing page
  • Package for Gumroad/Lemon Squeezy
  • Create demo video
  • Write sales copy
  • Launch to audience

Author: Tanya Davis Organization: TD Professional Services LLC License: Private - Not for redistribution Source: Extracted from Obsidian vault November 15, 2025

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