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Project OS

Project OS is Starfire’s model for treating a project as an operating context rather than a folder full of unrelated chats. The goal is to give long-running AI work continuity without requiring a user to manually reconstruct the entire project state in every prompt.

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Project as a context boundary

Project OS can tie together several kinds of project state:
The active runtime can then select the parts relevant to the current task.

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Persistent context does not mean “send everything”

A project may contain far more material than one model request should receive. Starfire can use retrieval, metadata, project state, and task-specific selection to decide which context is useful. This avoids two bad extremes:
  • forgetting the project entirely between chats
  • stuffing the entire project into every model request

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Project instructions

Project-level instructions are best for durable requirements that should apply across related work. Examples:
  • required technology stack
  • naming conventions
  • writing style
  • architectural constraints
  • organization-specific rules
Task-specific details still belong in the current conversation or workflow.

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Ownership and billing context

Project OS is organization-aware. A project can carry ownership information that determines which member permissions, billing account, credit pool, and organization policy apply to work performed inside it.

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Builds and artifacts

FORGE builds can use a project as their context and return artifacts back into the same workspace. That lets generated software, validation results, and downloadable outputs remain connected to the work that produced them.

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Research and knowledge

Research findings and Knowledge sources can also feed a project, allowing a project to accumulate durable reference material without turning every conversation into a permanent source.

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Status

Project OS is part of the NEXUS-era expansion of Starfire’s workspace architecture. Individual surfaces and integrations can be Alpha / staged while the underlying project model continues to expand.

Knowledge & RAG

See how retrieval selects relevant project knowledge.

FORGE

See how software builds operate inside persistent project context.