Local-first Windows tray app that exposes privacy-classified ambient context — presence, foreground app, battery, power, system load — as MCP tools.
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Jun 3, 2026 - C#
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ambient-context
Here are 6 public repositories matching this topic...
Real-time context injection layer for LLM agents. Streams live signals like open files, shell activity, and clipboard into the active context window so the model always has the freshest ambient awareness.
python automation real-time context developer-tools agents context-injection coding-assistant ambient-context llm
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May 18, 2026 - Python
Classe que fornece data/hora atuais (exemplo de implementação do padrão Ambient Context).
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Jan 29, 2015 - C#
溯记 SuJi — 本地环境记忆，跨微信浏览器钉钉WPS记下每条读到的事实与来源，来源一改即级联失效
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Aug 31, 2026 - Python
Native AOT-ready enterprise transaction manager, ambient scope coordinator, state machine, and OpenTelemetry instrumentation for modern .NET.
mysql unit-testing csharp dotnet sqlite postgresql oracle mariadb transactions dapper database-transactions sqlserver nested-transactions savepoints transaction-manager opentelemetry ambient-context result-pattern native-aot transaction-scope
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Aug 30, 2026 - C#
Strongly typed ambient context for .NET using AsyncLocal, source generators, and analyzers.
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Aug 31, 2026 - C#
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