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Summary
Audit and tighten the memory maintenance pipeline docs and code comments so contributors can follow the lifecycle from
write to consolidation to compaction more easily.
Discussion: https://github.com/Lyellr88/MARM-Systems/discussions/49 ...
documentation
enhancement
good first issue
help wanted
Summary
Harden recall-related tests so they fail loudly on empty or unstable states instead of passing vacuously.
Discussion: https://github.com/Lyellr88/MARM-Systems/discussions/49
Why this matters ...
enhancement
good first issue
help wanted
Environment:
Windows 11 Pro Visual Studio 2026 Pro SFML.Net v3.0.0 (https://www.nuget.org/packages/SFML.Net) TGUI.Net v1.12.0
(https://github.com/texus/TGUI.Net) Black.txt Theme file (https://github.com/texus/TGUI/blob/1.x/themes/Black.txt) ...
Summary
Add lightweight observability around the recall pipeline so contributors and users can tell which path answered a query
and why.
Discussion: https://github.com/Lyellr88/MARM-Systems/discussions/49 ...
enhancement
good first issue
help wanted
Goal
Measure end-to-end sync wall-time now that a sync spans three systems, and decide whether to move PowerSchool enrichment
to lazy/on-demand refresh if the eager per-sync cost is too high.
Why now ...
enhancement
Environment
🪟 Windows
System
LibreWolf 139.0.1-1 (Firefox fork)
Version
SillyTavern 1.18.0 release (51ad27fb8)
Desktop Information
No response
Describe the problem
I m trying to use inclusion ...
🐛 Bug
Summary
It would be very useful if the integration exposed the room currently being cleaned.
Requested behavior
Expose the active room as either:
- a vacuum attribute, or
- a dedicated sensor entity ...
Goal: Determine why Hermes runtime evidence artifacts are successfully generated, bundled, and linked into Orchestrator
and BB2 review packets, yet key telemetry fields remain hydrated as unknown.
Background: ...
agent-ready

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