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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.

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.

Memory

The public repository keeps memory documentation focused on shipped behavior:
  • selectable memory profiles
  • advisory continuity rather than identity override
  • operator-visible setup and first-run expectations
  • continuity that helps the operator without pretending memory is a second authority for runtime identity
The current public profiles include:
ProfileWhat it keepsGood default for
window_onlyonly the active conversation windowshort, bounded work where persistence is unnecessary
window_plus_summaryactive window plus rolling summarylonger conversations that need continuity without full profile memory
profile_plus_windowactive window plus operator profile memoryassistant paths that need durable user context across sessions

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.

Read By Depth

If you want…Start here
the visible-tool contractTool Surface
the operator path for installable managed skillsManaged Skills
private-host, domain, or browser runtime troubleshootingBrowser And Web Boundaries
continuity and profile selectionMemory Profiles
the supporting safety postureSecurity And Reliability

Where To Go Next

  • Continue to Tool Surface for the truthful visible-tool contract.
  • Continue to Managed Skills for install, policy, and browser preview enablement.
  • 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.