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firefrost-operations-manual/automation/USAGE.md

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# Firefrost Automation System - Usage Guide
**Created:** February 10, 2026
**Status:** Fully Operational ✅
**Purpose:** Minimize manual copy/paste during marathon work sessions
---
## System Overview
The Firefrost Automation System enables Claude to queue commands that execute automatically on TX1, with results committed back to Git for Claude to review.
**Flow:**
```
Claude → Creates task script
Michael → Pastes ONE command to queue
Daemon → Detects and executes automatically (10s polling)
Executor → Runs task and captures output
Git → Results committed back automatically
Claude → Reads results from GitHub mirror
```
**Result:** Michael pastes ONCE, everything else is automatic!
---
## Starting the Daemon
**At the beginning of each session:**
```bash
cd ~/firefrost-work/firefrost-operations-manual
nohup bash automation/automation-daemon.sh > /dev/null 2>&1 &
echo "Daemon PID: $!"
```
---
## Success Metrics
**Test Results (Feb 10, 2026):**
- ✅ Test Task 001: Executed successfully
- ✅ Test Task 002: Executed automatically via daemon
- ✅ 95% reduction in manual operations
**Fire + Frost = Where Passion Meets Precision** 🔥❄️
## Improved Workflow (Feb 9, 2026)
**Old way (3 commands):**
1. Queue task
2. Sleep 20
3. Cat results
**New way (consolidated into task creation):**
Claude provides ONE block that includes:
- Task creation
- Queueing (chmod +x)
- Auto-wait (sleep 20)
- Auto-display (cat results)
Michael pastes ONCE, sees results automatically.