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🧠 PAI.md - Scripts Context

📍 Purpose

This directory contains the Entry Point Orchestrators. These scripts drive the execution pipeline (setup, test, analysis, render, validate).

PAI v5 Operations

The template pipeline remains separate from the local PAI daemon. PAI v5 operational checks use Pulse on http://localhost:31337, especially GET /api/pulse/health and POST /notify. Do not add Pulse lifecycle work to these scripts unless the template pipeline itself needs it.

⚡ Design Pattern

  • Thin Orchestration: Scripts should primarily coordinate. Heavy logic belongs in projects/{name}/src/ or infrastructure/.
  • Project Discovery: Scripts use infrastructure.project.discovery to find and execute project-specific code.

🤖 Agent Guidelines

  • Usage: Use these scripts to run tasks (e.g., uv run python scripts/pipeline/stage_01_test.py).
  • New Stages: If adding a pipeline stage, ensure it follows the XX_name.py naming convention and supports the --project flag.