- 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
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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
- Implementation Stack: AtomizerSpec v2.0, Python, Optuna, NX/Simcenter, PowerShell journals
- Data Pipeline: JSON config → trial directories → extractors → SQLite + JSON
- Report Generation: Convergence plots, trial summaries, best designs, README documentation
- 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