©2026 adebench · adecubedbuilt 2026-09-30 from the reports in the repo

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memU

personal memory kept as wiki pages, written by an external agent on memU's own jobs. https://github.com/NevaMind-AI/memU

Core
59% · 32.2 / 55
Full
65% · 42.1 / 65 · 65 of 100 measured
Common with gbrain
42.2 vs 50.4 on 65
Chars per answer
3,649 · answer after 480
Write → visible
283 ms · p95 335 ms
Write-back
0 of 2 degraded answers came back
Reached through
CLI / Python library
Model on write
yes: the executor agent (Gemini)
Key needed
LLM provider
Runs
local
License
Apache-2.0
Deterministic
yes in three builds

Configuration: 0.11.0b3 from source; memU runs no model itself, so Gemini 3 Flash plays the executor agent with memU's prompt and workspace-only file tools (the score is memU plus this executor); gemini-embedding-001; three identical builds. Run 2026-09-30, door retrieve, fingerprint 1e4728926b. Report: examples/memu_report/reference.md

Sections
door
18.8
of 25 · 6 pass · 2 fail
FAIL Which version of MailBridge is installed for the mailbox? — STALE value delivered next to the current one: 1.3.0
FAIL What is the owner's phone number? — missing +39
cards
not measuredsection not measured: no entity cards in this memory
updates
6.7
of 10 · 2 pass · 1 fail
FAIL restating the current value does not pile up a second copy — 2 copies delivered
time
0.0
of 10 · 0 pass · 2 fail
FAIL semantic memories carry their age (0/40) — 0%
FAIL an imported memory reaches the door with its original date — imported memory not served within 30 s
live state
10.0
of 10 · 7 pass · 0 fail
abstention
6.7
of 10 · 0 pass · 4 fail
FAIL What is the Zarpetta module? — 5 keyword facts for something that does not exist
FAIL Who is Ottavio Brambillesco? — 5 keyword facts for something that does not exist
FAIL Which port does the Fulmicotone service use? — 5 keyword facts for something that does not exist
FAIL What does the calendar plugin Girandola do? — 5 keyword facts for something that does not exist
file search
not measuredsection not measured: no repo configured (--repo)
graph
not measuredsection not measured: no case with evidence (all SKIP or no cases)