firstprincipleslisted

## Customization **Before executing, check for user customizations at:** `~/.claude/LIFEOS/USER/CUSTOMIZATIONS/SKILLS/FirstPrinciples/` If this directory exists, load and apply any PREFERENCES.md, configurations, or resources found there. These override default behavior. If the directory does not exist, proceed with skill defaults. ## 🚨 MANDATORY: Voice Notification (REQUIRED BEFORE ANY ACTION) **You MUST send this notification BEFORE doing anything else when this skill is invoked.** 1. **Send voice notification**: ```bash curl -s -X POST http://localhost:31337/notify \ -H "Content-Type: application/json" \ -d '{"message": "Running the WORKFLOWNAME workflow in the FirstPrinciples skill to ACTION"}' \ > /dev/null 2>&1 & ``` 2. **Output text notification**: ``` Running the **WorkflowName** workflow in the **FirstPrinciples** skill to ACTION... ``` **This is not optional. Execute this curl command immediately upon skill invocation.** # FirstPrinciples Skill ## What It Does Breaks a problem down to its fundamental truths and rebuilds the solution from there, instead of copying what already exists. Three steps: DECONSTRUCT (break it into constituent parts and real values), CHALLENGE (classify every element as hard constraint, soft constraint, or unvalidated assumption — only physics is truly immutable), and RECONSTRUCT (build the optimal solution from the fundamentals alone). Outputs a parts breakdown, a constraint table, and a reconstr