Files

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

2.8 KiB

Raw Blame History

2026-02-13

Nightly Digestion Cron — LIVE ✅

Job ID: e157faf0-084f-4d8d-8693-814cf4340a48
Schedule: Every night at 4:00 AM ET (0 4 * * * America/Toronto)
Type: Isolated agentTurn (manager), announces to #all-atomizer-hq
Protocol: OP_11 full 6-step cycle (STORE → DISCARD → SORT → REPAIR → EVOLVE → SELF-DOCUMENT)
Set up per Antoine's directive to officialize nightly memory processing

Hydrotech Beam — Resumed

Antoine approved continuing to next phase (~01:36 UTC)
DOE Phase 1 (51 trials) completed previously but gate check FAILED:
- 39/51 solved, 12 geo-infeasible (hole overlap)
- 0 fully feasible designs — displacement ≤10mm never achieved (min ~19.6mm)
- Mass = NaN on all trials — extraction bug in journal/script
- Stress constraint (≤130 MPa) met by some trials but displacement kills everything
Delegated to Tech Lead: Diagnose mass NaN, analyze DOE landscape, recommend feasibility fix
- Spawned sub-agent session: hydrotech-doe-analysis
Pending CEO decision: Relax 10mm displacement constraint? Options presented: relax to ~20mm, expand DVs, or keep and find boundary
Optimizer + Study Builder on standby for Phase 2 (TPE) after fixes

Mass NaN Fix — COMMITTED ✅

Commit: 580ed65 on Atomizer repo main branch
Root cause: solve_simulation.py journal's solve_simple_workflow() tried to read mass via expression p173 after part switching (geom→FEM→SIM→solve→back). Expression was stale/inaccessible after switching. _temp_mass.txt never written.
NOT the M1_Blank hardcoding (that's assembly workflow only). Beam uses solve_simple_workflow (no .afm).
Fix (2 edits):
1. Extract mass RIGHT AFTER geometry rebuild (DoUpdate()) while geom part is work part — uses MeasureManager.NewMassProperties() (computes fresh from solid bodies)
2. Post-solve: skip re-extraction if already done; fallback to MeasureManager instead of p173
NX Expert did the fix but did NOT use MCP server — was a code-level debug task, not API discovery
NX Expert Slack issue: sub-agent couldn't post to #all-atomizer-hq (channel ID routing problem for spawned agents)
Next: Pull on dalidou, test single trial, then re-run full DOE with 20mm constraint

Sub-agent Issues

Tech Lead sub-agents both hit 200K token context limit and aborted (abortedLastRun: true)
Had to do diagnosis myself then delegate to NX Expert
NX Expert also couldn't post to Slack (channel_not_found with various target formats)
Lesson: Sub-agents need leaner prompts, and Slack channel routing needs fixing for spawned sessions

DEC-HB-012 — Displacement Constraint Relaxed

10mm → 20mm, CEO approved (dummy case, pipeline proving)
Updated CONTEXT.md and DECISIONS.md in project folder

2.8 KiB Raw Blame History

2026-02-13

Nightly Digestion Cron — LIVE ✅

Hydrotech Beam — Resumed

Mass NaN Fix — COMMITTED ✅

Sub-agent Issues

DEC-HB-012 — Displacement Constraint Relaxed

2.8 KiB

Raw Blame History