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/workspaces/study-builder/memory/2026-02-14.md

@@ -0,0 +1,23 @@
+# 2026-02-14 — Study Builder Daily Log
+
+## Hydrotech-Beam Master Plan
+- **Time:** 4:24 PM
+- **Task:** Delegation job 44c447c4-eeba-4151-88b5-a0e982272cac
+- **Action:** Posted master-plan contribution to #hydrotech-beam Discord channel
+
+### What I Delivered
+1. **Implementation Stack:** AtomizerSpec v2.0, Python, Optuna, NX/Simcenter, PowerShell journals
+2. **Data Pipeline:** JSON config → trial directories → extractors → SQLite + JSON
+3. **Report Generation:** Convergence plots, trial summaries, best designs, README documentation
+4. **Rollout Plan:** 7-phase process (setup → config → code → test → review → execute → support)
+
+### Status
+- No prior context on hydrotech-beam project in memory
+- Waiting for:
+  - Optimizer's algorithm choice
+  - Tech Lead's problem definition (objectives/constraints)
+- Ready to clone V15 template and start setup once requirements arrive
+
+### Notes
+- Antoine reported previous delegations didn't arrive — may indicate communication issues in delegation system
+- Responded with concrete, actionable plan based on Study Builder expertise