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Antoine 3289a76e19 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

2026-02-15 21:18:18 +00:00

1.2 KiB

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2025-02-09 — Technical Lead Log

Hydrotech Beam — Technical Breakdown Complete

Task: OP_10 Step 2 — Technical breakdown for beam structural optimization
Output: /home/papa/atomizer/projects/hydrotech-beam/1_breakdown/TECHNICAL_BREAKDOWN.md

Key Findings

Baseline violates displacement constraint (22mm vs 10mm limit) — this is the #1 risk. Feasible region may be narrow.
Recommended single-objective formulation: minimize mass, constrain displacement and stress
Recommended two-phase approach: LHS DoE (40-50 trials) → TPE optimization (60-100 trials)
hole_count should be treated as true integer — TPE handles natively
Identified 9 critical gaps that need clarification from Antoine before proceeding

Gaps Flagged

Beam geometry details (length, supports, loading)
Displacement/stress measurement specifics
Geometric feasibility at extreme parameter combos
Result sensor availability in the sim
Mesh convergence verification needed

Risk Assessment: MEDIUM-HIGH

Main risk: conflicting requirements (lighter AND stiffer simultaneously)
Sandwich theory provides the lever arm effect, but feasible region needs DoE confirmation

1.2 KiB Raw Blame History