feat: Skillware 0.5.4 sync, audit pipeline (#23), host stress sim - #75
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rosspeili merged 2 commits intoSep 4, 2026
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Bump skillware to >=0.5.4,<0.6 with version policy docs; chains vs sequencer guidance; examples audit_pipeline (ARPAHLS#23) and 10-observer-metrics-snapshot (AURA-native tailored coat); profile spectrum preview and ingress summary (ARPAHLS#27 docs).
Add scripts/aura_host_stress_sim.py and CI skillware test; fix doc ripples (integrations README, using-aura, TESTING); include stress sim in skillware-live job.
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Description
Skillware 0.5.4 alignment and integration docs: semver range
>=0.5.4,<0.6, chains vs AURA sequencer guidance, version policy. Ships #23examples/audit_pipeline.py, tailored-coat example 10 (AURA-native observers, no third-party KPI skills), profilespectrumpreview (#27 docs), and 11-scenario host stress sim (scripts/aura_host_stress_sim.py) in CI skillware-live.Type
spectrum, ingress summary,SpectrumhelpersChecklist
Fixes #23,Refs #27)pytestpasses (117)black aura tests— no diffflake8 aura tests— cleanCHANGELOG.mdupdated when user-visible behavior changesTest plan
pytest -q— 117 passedpython scripts/aura_host_stress_sim.py— 11/11 scenarios (loose/tight/tailored, single/multi/chain Skillware, sequencer, observers, export compare)audit_pipeline.py,10-observer-metrics-snapshotflake8+black --checkon aura/tests/examples/integrations/scripts