feat: add Atomizer HQ multi-agent cluster infrastructure

- 8-agent OpenClaw cluster (Manager, Tech-Lead, Secretary, Auditor,
  Optimizer, Study-Builder, NX-Expert, Webster)
- Orchestration engine: orchestrate.py (sync delegation + handoffs)
- Workflow engine: YAML-defined multi-step pipelines
- Agent workspaces: SOUL.md, AGENTS.md, MEMORY.md per agent
- Shared skills: delegate, orchestrate, atomizer-protocols
- Capability registry (AGENTS_REGISTRY.json)
- Cluster management: cluster.sh, systemd template
- All secrets replaced with env var references

hq/shared/windows/README.md

@@ -0,0 +1,47 @@
+# Windows Setup — Atomizer Job Queue
+
+## Quick Setup
+
+1. Copy this folder to `C:\Atomizer\` on Windows
+2. Create the job queue directories:
+   ```powershell
+   mkdir C:\Atomizer\job-queue\pending
+   mkdir C:\Atomizer\job-queue\running
+   mkdir C:\Atomizer\job-queue\completed
+   mkdir C:\Atomizer\job-queue\failed
+   ```
+3. Set up Syncthing to sync `C:\Atomizer\job-queue\` ↔ `/home/papa/atomizer/job-queue/`
+4. Edit `atomizer_job_watcher.py` — update `CONDA_PYTHON` path if needed
+
+## Running the Watcher
+
+### Manual (recommended for now)
+```powershell
+conda activate atomizer
+python C:\Atomizer\atomizer_job_watcher.py
+```
+
+### Process single pending job
+```powershell
+python C:\Atomizer\atomizer_job_watcher.py --once
+```
+
+### As a Windows Service (optional)
+```powershell
+# Install NSSM: https://nssm.cc/
+nssm install AtomizerJobWatcher "C:\Users\antoi\anaconda3\envs\atomizer\python.exe" "C:\Atomizer\atomizer_job_watcher.py"
+nssm set AtomizerJobWatcher AppDirectory "C:\Atomizer"
+nssm start AtomizerJobWatcher
+```
+
+## How It Works
+
+1. Agents on Linux write job directories to `/job-queue/outbox/`
+2. Syncthing syncs to `C:\Atomizer\job-queue\pending\`
+3. Watcher picks up new jobs, runs them, moves to `completed/` or `failed/`
+4. Results sync back to Linux via Syncthing
+5. Agents detect completed jobs and process results
+
+## Note
+For Phase 0, Antoine runs `python run_optimization.py` manually instead of using the watcher.
+The watcher is for Phase 1+ when the workflow is more automated.