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
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hq/workspaces/technical-lead/memory/2025-02-09.md
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hq/workspaces/technical-lead/memory/2025-02-09.md
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# 2025-02-09 — Technical Lead Log
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## Hydrotech Beam — Technical Breakdown Complete
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**Task:** OP_10 Step 2 — Technical breakdown for beam structural optimization
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**Output:** `/home/papa/atomizer/projects/hydrotech-beam/1_breakdown/TECHNICAL_BREAKDOWN.md`
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### Key Findings
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1. **Baseline violates displacement constraint** (22mm vs 10mm limit) — this is the #1 risk. Feasible region may be narrow.
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2. Recommended **single-objective** formulation: minimize mass, constrain displacement and stress
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3. Recommended **two-phase approach**: LHS DoE (40-50 trials) → TPE optimization (60-100 trials)
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4. `hole_count` should be treated as true integer — TPE handles natively
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5. Identified **9 critical gaps** that need clarification from Antoine before proceeding
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### Gaps Flagged
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- Beam geometry details (length, supports, loading)
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- Displacement/stress measurement specifics
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- Geometric feasibility at extreme parameter combos
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- Result sensor availability in the sim
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- Mesh convergence verification needed
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### Risk Assessment: MEDIUM-HIGH
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- Main risk: conflicting requirements (lighter AND stiffer simultaneously)
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- Sandwich theory provides the lever arm effect, but feasible region needs DoE confirmation
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