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commands/compact/

📁 commands/compact/ 📄 6 files

Tutorial: compact

This project implements a smart conversation summarization tool for a CLI application, triggered via the /compact command. It manages the AI's context window by compressing message history using various strategies—like Session Memory or Reactive Compaction—ensuring the application maintains memory efficiency without losing critical information, supported by robust lifecycle management and data assembly.

flowchart TD A0["Command Definition"] A1["Compaction Orchestration"] A2["Reactive Compaction Integration"] A3["Context Assembly"] A4["Lifecycle Hooks"] A0 -->|"Loads and executes"| A1 A1 -->|"Delegates execution to"| A2 A1 -->|"Prepares data using"| A3 A1 -->|"Triggers cleanup via"| A4 A2 -->|"Prepares data using"| A3 A2 -->|"Executes hooks via"| A4

Chapters

  1. Command Definition
  2. Compaction Orchestration
  3. Reactive Compaction Integration
  4. Context Assembly
  5. Lifecycle Hooks

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Files in this section

01_command_definition.md
Chapter 1: Command Definition
Welcome to the compact project! If you are building a Command Line Interface (CLI) tool, you might wonder how to add ne…
02_compaction_orchestration.md
Chapter 2: Compaction Orchestration
In the previous chapter, Chapter 1: Command Definition, we built the "menu" for our application. We defined the /compac…
03_reactive_compaction_integration.md
Chapter 3: Reactive Compaction Integration
In the previous chapter, Chapter 2: Compaction Orchestration, we acted as a "Triage Nurse," deciding whether to use a q…
04_context_assembly.md
Chapter 4: Context Assembly
In the previous chapter, Chapter 3: Reactive Compaction Integration, we built a "Travel Adapter" to send data to our sp…
05_lifecycle_hooks.md
Chapter 5: Lifecycle Hooks
In the previous chapter, Chapter 4: Context Assembly, we learned how to pack all the necessary data (the "dossier") for…