loopat overview
Three cards (context, loop, chat) + a repos bar. Four simple colored arrows connect K/N/P sources and chat to the loop; inside the loop, 5 color-matched pills mirror those sources. Distillation curves on the left of the context card; write-back arc loops back to personal.
loopat
loop at
context, distill into knowledge
CONTEXT
PERSISTENT · VERSIONED
K
knowledge
team-shared
docs
skills
mcp servers
sandboxes
— curated articles
— reusable procedures
— jira / github / …
— toolchain catalog
N
notes
team-shared
inbox
focus
memory
— workspace scratch
— task trees
— shared team memory
P
personal
yours · per-user
memory
config
vaults
— your private memory
— providers · mounts
— encrypted · one selected per loop
distill
distill
LOOP
EPHEMERAL · REPRODUCIBLE
SANDBOX
bound context
K
N
P
C
ro
rw
rw
ro
mounted from outside · colors match source cards
agent
selected at spawn
workdir
git worktree
rw
vault
encrypted
one of many
toolchain
cli + mcp
managed catalog
one mount namespace · isolated · disposable
CHAT
LIVE · STREAMING
C
chat
agents · live threads
human
agent
memory