Perseus v1.0.10 — Context Adapter SDK + Windows first-class

Context Adapter SDK & convergence

• Context Adapter SDK — compile a Perseus context once and drop it into any agent framework: compile_context(), as_messages(), compose(target="text"|"messages"|"langchain"|"llamaindex"). (#477)
• Mimir hot-entity injection — always_on "hot" entities load first into rendered context via Mimir's mimir_context tool. First Memory+Context "compose, don't replace" demo. (#474)
• Reproducible offline benchmark — benchmark/compose/ compares compiled-context token size and answer coverage vs naive/LangChain/LlamaIndex, fully offline. (#476)
• Docs reconciliation — corrected stale Mimir version/tool-count references. (#475)

Windows first-class

• Full suite green on Windows + a windows-latest CI job. (#426–#436)

Directives

• @include windowing — last=N / since=14d bounds. (#433)

Performance

• Federation hot-path parallelization, fresh-cache serving, single-pass drift metric, and more (#445–#464, #472); render_source as a top-level API (#471).

Fixes

• Version-stable scheduler launcher (#430); visible render staleness audit + doctor check (#431).

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Powers the new adk-perseus-context Google ADK integration (depends on the Context Adapter SDK, perseus-ctx>=1.0.10).