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Tools And Memory

Loong’s public operator model is built around governed capability exposure. This page is the bridge between the short product story and the deeper capability-specific pages.

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Tools

  • visible tools should reflect actual runtime availability
  • higher-risk actions stay inside policy, approval, and audit boundaries
  • browser and web surfaces are governed runtime tools, not scattered helper scripts
  • the public story is capability-first: the assistant should not advertise tools that are compiled out, disabled, or unavailable on the current surface
Current public examples include browser actions, file access, shell execution, web fetch, and search-related work, but the exact visible set should follow the active runtime and config instead of being hardcoded into docs copy.

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Memory

The public repository keeps memory documentation focused on shipped behavior:
  • one session-memory model with selectable continuity profiles
  • advisory continuity rather than identity override
  • operator-visible setup and first-run expectations
  • continuity and recall that follow the actual indexed durable corpus instead of hidden prompt-only state
  • continuity that helps the operator without pretending memory is a second authority for runtime identity
The current public profiles include:

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Why These Two Stories Belong Together

  • Tools and memory both need truthful public representation.
  • Both should follow the actual runtime boundary instead of aspirational product copy.
  • Both affect day-to-day operator trust more than long-range product vision statements do.

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Read By Depth

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Where To Go Next

  • Continue to Tool Surface for the truthful visible-tool contract.
  • Continue to Background Tasks for the task-first delegated async work contract.
  • Continue to Skills for install, policy, and external browser automation skill setup.
  • Continue to Browser And Web Boundaries for private-host, domain, and browser runtime troubleshooting.
  • Continue to Memory Profiles for the public continuity contract.
  • Continue to Reference if you want the supporting roadmap, reliability, and release material.