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Restore machine_maintenance template (multi-reasoner, with runbook) #90

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Restore machine_maintenance template (multi-reasoner, with runbook) #90

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0663b94
Restore machine_maintenance template on real MANUFACTURING.PUBLIC data
cafzal Jun 22, 2026
29c40b8
Rebuild machine_maintenance script and finalize runbook on real data
cafzal Jun 22, 2026
3bc1abe
Apply dev-templates-review fixes to machine_maintenance
cafzal Jun 22, 2026
dd9d733
Paste-test fixes: make the Q8 graph prompt and response tie-honest
cafzal Jun 22, 2026
80b2bfc
Runbook: remove eval citations, add Examine + Discover steps
cafzal Jun 29, 2026
e7c1434
Align runbook breakdown with the 4-stage chain, script, and README
cafzal Jun 29, 2026
feb0e9d
Add Predictive as a fifth stage with a pre-loaded default and live-GN…
cafzal Jun 29, 2026
a07682d
Naturalize runbook prompts: drop reasoner/algorithm/impl mechanics
cafzal Jun 29, 2026
56ba6ea
Audit fixes: 5-stage docstring, drop Q# stdout fossils, README confor…
cafzal Jun 29, 2026
3559773
Align README Model overview and Learn more to sample-template
cafzal Jun 29, 2026
486b86a
Genericize internal source name (MANUFACTURING.PUBLIC) to sample data
cafzal Jun 29, 2026
8521601
Make Stage 4 (predictive) cleanly optional via PREDICTIVE_MODE
cafzal Jun 29, 2026
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13 changes: 13 additions & 0 deletions v1/machine_maintenance/.gitignore
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# Python
__pycache__/
*.pyc
.venv/
*.egg-info/
build/

# RAI / engine local artifacts
raiconfig.yaml
metadata.json
debug.jsonl
spans.jsonl
dev_run/
346 changes: 346 additions & 0 deletions v1/machine_maintenance/README.md
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241 changes: 241 additions & 0 deletions v1/machine_maintenance/data/availability.csv
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technician_id,period,available,availability_reason
T001,1,0.0,Vacation
T001,2,1.0,Available
T001,3,0.5,Training
T001,4,0.0,Training
T001,5,0.5,Training
T001,6,1.0,Available
T001,7,0.5,Onboarding
T001,8,0.8,Vacation
T001,9,0.8,Onboarding
T001,10,1.0,Available
T001,11,0.8,Onboarding
T001,12,0.5,Onboarding
T002,1,1.0,Available
T002,2,0.8,Onboarding
T002,3,1.0,Available
T002,4,0.8,Training
T002,5,1.0,Available
T002,6,1.0,Available
T002,7,1.0,Available
T002,8,1.0,Available
T002,9,1.0,Available
T002,10,0.8,Onboarding
T002,11,1.0,Available
T002,12,1.0,Available
T003,1,0.0,Vacation
T003,2,1.0,Available
T003,3,1.0,Available
T003,4,0.5,Onboarding
T003,5,1.0,Available
T003,6,0.0,Onboarding
T003,7,1.0,Available
T003,8,1.0,Available
T003,9,1.0,Available
T003,10,0.8,Onboarding
T003,11,1.0,Available
T003,12,1.0,Available
T004,1,1.0,Available
T004,2,1.0,Available
T004,3,1.0,Available
T004,4,0.8,Training
T004,5,1.0,Available
T004,6,0.8,Vacation
T004,7,0.8,Vacation
T004,8,0.8,Training
T004,9,1.0,Available
T004,10,1.0,Available
T004,11,1.0,Available
T004,12,1.0,Available
T005,7,1.0,Available
T005,2,0.8,Vacation
T005,3,0.5,Vacation
T005,4,1.0,Available
T005,5,1.0,Available
T005,6,1.0,Available
T005,1,1.0,Available
T005,8,1.0,Available
T005,9,1.0,Available
T005,10,0.5,Vacation
T005,11,0.8,Training
T005,12,1.0,Available
T006,1,1.0,Available
T006,2,1.0,Available
T006,3,1.0,Available
T006,4,1.0,Available
T006,5,1.0,Available
T006,6,1.0,Available
T006,7,1.0,Available
T006,8,1.0,Available
T006,9,1.0,Available
T006,10,1.0,Available
T006,11,1.0,Available
T006,12,0.5,Vacation
T007,7,1.0,Available
T007,2,1.0,Available
T007,3,1.0,Available
T007,4,1.0,Available
T007,5,1.0,Available
T007,6,0.8,Training
T007,1,1.0,Available
T007,8,1.0,Available
T007,9,1.0,Available
T007,10,1.0,Available
T007,11,1.0,Available
T007,12,1.0,Available
T008,7,1.0,Available
T008,2,1.0,Available
T008,3,0.5,Vacation
T008,4,1.0,Available
T008,5,1.0,Available
T008,6,1.0,Available
T008,1,0.8,Training
T008,8,1.0,Available
T008,9,1.0,Available
T008,10,0.8,Training
T008,11,0.8,Training
T008,12,1.0,Available
T009,1,0.0,Vacation
T009,2,1.0,Available
T009,3,1.0,Available
T009,4,0.5,Training
T009,5,1.0,Available
T009,6,0.8,Vacation
T009,7,1.0,Available
T009,8,1.0,Available
T009,9,1.0,Available
T009,10,0.8,Onboarding
T009,11,1.0,Available
T009,12,0.8,Vacation
T010,1,1.0,Available
T010,2,0.5,Onboarding
T010,3,0.5,Vacation
T010,4,0.5,Onboarding
T010,5,1.0,Available
T010,6,1.0,Available
T010,7,1.0,Available
T010,8,0.8,Vacation
T010,9,1.0,Available
T010,10,1.0,Available
T010,11,1.0,Available
T010,12,0.8,Training
T011,1,1.0,Available
T011,2,1.0,Available
T011,3,1.0,Available
T011,4,1.0,Available
T011,5,1.0,Available
T011,6,1.0,Available
T011,7,0.8,Training
T011,8,1.0,Available
T011,9,1.0,Available
T011,10,1.0,Available
T011,11,1.0,Available
T011,12,0.8,Onboarding
T012,1,0.5,Vacation
T012,2,0.5,Training
T012,3,0.5,Vacation
T012,4,1.0,Available
T012,5,1.0,Available
T012,6,1.0,Available
T012,7,0.8,Onboarding
T012,8,1.0,Available
T012,9,0.8,Vacation
T012,10,0.5,Onboarding
T012,11,1.0,Available
T012,12,1.0,Available
T013,1,1.0,Available
T013,2,1.0,Available
T013,3,1.0,Available
T013,4,1.0,Available
T013,5,1.0,Available
T013,6,1.0,Available
T013,7,1.0,Available
T013,8,1.0,Available
T013,9,1.0,Available
T013,10,1.0,Available
T013,11,1.0,Available
T013,12,1.0,Available
T014,1,1.0,Available
T014,2,1.0,Available
T014,3,1.0,Available
T014,4,1.0,Available
T014,5,1.0,Available
T014,6,1.0,Available
T014,7,1.0,Available
T014,8,0.8,Onboarding
T014,9,1.0,Available
T014,10,0.0,Onboarding
T014,11,1.0,Available
T014,12,1.0,Available
T015,1,1.0,Available
T015,2,1.0,Available
T015,3,0.0,Onboarding
T015,4,1.0,Available
T015,5,1.0,Available
T015,6,0.0,Training
T015,7,0.8,Training
T015,8,1.0,Available
T015,9,1.0,Available
T015,10,1.0,Available
T015,11,1.0,Available
T015,12,1.0,Available
T016,1,1.0,Available
T016,2,1.0,Available
T016,3,1.0,Available
T016,4,0.8,Training
T016,5,1.0,Available
T016,6,0.0,Vacation
T016,7,1.0,Available
T016,8,0.8,Onboarding
T016,9,1.0,Available
T016,10,1.0,Available
T016,11,1.0,Available
T016,12,1.0,Available
T017,1,0.0,Onboarding
T017,2,0.5,Training
T017,3,1.0,Available
T017,4,1.0,Available
T017,5,1.0,Available
T017,6,1.0,Available
T017,7,0.8,Vacation
T017,8,1.0,Available
T017,9,1.0,Available
T017,10,0.0,Training
T017,11,1.0,Available
T017,12,1.0,Available
T018,1,1.0,Available
T018,2,1.0,Available
T018,3,1.0,Available
T018,4,0.8,Onboarding
T018,5,1.0,Available
T018,6,0.0,Vacation
T018,7,0.5,Onboarding
T018,8,0.8,Onboarding
T018,9,1.0,Available
T018,10,1.0,Available
T018,11,1.0,Available
T018,12,1.0,Available
T019,1,0.5,Onboarding
T019,2,1.0,Available
T019,3,0.8,Vacation
T019,4,1.0,Available
T019,5,0.5,Training
T019,6,1.0,Available
T019,7,1.0,Available
T019,8,0.8,Vacation
T019,9,1.0,Available
T019,10,1.0,Available
T019,11,1.0,Available
T019,12,0.5,Training
T020,1,1.0,Available
T020,2,1.0,Available
T020,3,1.0,Available
T020,4,1.0,Available
T020,5,1.0,Available
T020,6,0.5,Vacation
T020,7,1.0,Available
T020,8,0.5,Training
T020,9,1.0,Available
T020,10,1.0,Available
T020,11,1.0,Available
T020,12,1.0,Available
6 changes: 6 additions & 0 deletions v1/machine_maintenance/data/degradation.csv
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machine_type,degradation_rate_per_period,maintenance_reset_factor
Compressor,0.038,0.8
Generator,0.042,0.9
Motor,0.025,0.7
Pump,0.03,0.75
Turbine,0.045,0.85
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