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@neuradex/sao

v0.1.3

Published

Stateful Agent Orchestration - methodology and library for AI agent state management

Readme

SAO - Stateful Agent Orchestration

A methodology for overcoming AI agent context limitations and enabling continuous execution of large-scale projects

What is SAO?

AI agents lose memory between sessions:

Traditional: Session 1 → [Work] → Session ends → Memory lost → Session 2 → [Start over]

SAO:         Session 1 → [Work] → Save state to documents → Session 2 → Restore state → [Continue]

SAO solves this problem through document-based state persistence.

Documentation

| Document | Description | |----------|-------------| | concepts/README.md | SAO methodology overview | | concepts/templates/ | Project templates |

Template List

| Template | Purpose | |----------|---------| | project-readme.md | Project entry point & progress overview | | design.md | Vision, design philosophy & phase design | | phase-readme.md | Phase progress & checklist | | implementation-plan.md | Detailed implementation steps |

Core Concepts

Project (entire project)
  ├── Phase 1 (major work unit)
  │     ├── Step 1 (concrete task)
  │     ├── Step 2
  │     └── Step 3
  ├── Phase 2
  └── Phase N

State Transitions

Not Started ──→ In Progress ──→ Completed
                    │
                    ↓
                 Blocked

Consumers

Configuration files for tools that use SAO:

| Consumer | Files | |----------|-------| | Claude Code | consumers/claude/ |

Quick Start

Install

npx init-sao-claude

This sets up .claude/sao/concepts/ and .claude/commands/ in your project.

Update

npx init-sao-claude --update

Updates SAO core files and commands while preserving your projects in .claude/sao/projects/.

License

MIT