202508241320-ai-development-process.org

AI Development Process

Set initial variables

(setq my-sn "main"                      ; session name
      my-wn 0)                          ; window num

Initialize Git

git init
git add prd.txt
git commit -m "Added prd.txt"

Initialize Task Master AI for this project

task-master init

Setup Claude Code models

task-master models --setup

Create elaborated Product Requirements Document (PRD)

claude --model opus --dangerously-skip-permissions \
       -p "Please read the project description in @prd.txt and produce a full and complete Product Requirements Document (PRD) in a Markdown file prd.md. Use the template of what a PRD should look like from @https://raw.githubusercontent.com/eyaltoledano/claude-task-master/refs/heads/main/.taskmaster/templates/example_prd.txt"

Parse the Product Requirements Document (PRD)

task-master parse-prd prd.md

Show the list of tasks it produced

task-master list

Research and analyze the complexity of these tasks

task-master analyze-complexity --research

Show analyzed list of tasks it produced

task-master list

Expand all tasks into further subtasks

task-master expand --all

Verify orchestration is enabled/integrated

task-master rules add claude

Ensure no cycles, broken or invalid deps

task-master validate-dependencies

Begin orchestration using Task Master AI and Claude Code

You may wish to commit the current state into Git at this point.

git add .
git commit -m "Project initialization complete"

Once ready, start the orchestration, which runs to completion (likely for many hours):

claude --model sonnet --dangerously-skip-permissions /run-orchestrator

Note that /run-orchestrator is defined in ~/.claude/commands/run-orchestrator.md, with content as follows:

Use task-orchestrator to analyze and coordinate work

The orchestrator will:
1. Check task dependencies
2. Identify tasks that can run in parallel
3. Deploy executors for available work
4. Monitor progress and deploy new executors as tasks complete

Use task-executor for specific task implementation

When the orchestrator identifies task 2.3 needs work: The executor will implement that specific task

Do not pause your work to ask if I would like to review or continue. Work continuously until the entire project is completed. Commit your work to Git after each time you reach a point where no tasks are currently running, just before you begin the next task.