First write

Write one claim. Search it back.

Write one claim How sitting works
Fig. 1 A sitting. Seven sections. Completing does not close the ticket.
specimen 
$ ljos sitting demo-k29f --assignee alice
== doctor
== cards
== due
== island
== recall
== timeline
== claim
gen=2
install 
cargo binstall ljos ljos-mcp packset packset-daemon deedar-cli claimdag-cli vissue-cli ljos-consensus ljos-policyd

ljos alone cannot remember. Start a scratch writer with packsetd --port 18761 --home /tmp/seat-pack. The walk: First write. The name: leiðarljós.

The loop

Write. Sit. Finish.

01

Remember

One claim, two sentences at most, stored as written. ljos remember and ljos prefer are the only pack writes. Nothing is mined from a transcript.

02

Sit

ljos sitting opens: doctor, cards, due, island, recall, timeline, claim. Cite what the work produced. Completing here does not close the ticket.

03

Finish

ljos finish remembers the lesson, fires the island, completes the session node, and learns from an outcome when one is named.

Fig. 2 LongMemEval_S, n = 470 answerable questions, session retrieval. CombMNZ fuses BM25+ with multilingual-e5-large. Writes only on Remember: and Prefer:.
armrecall@5QA / ceiling
BM25+ lexical0.914—
CombMNZ fused0.9490.549 / 0.634

QA is Qwen2.5-7B-Instruct Q5_K_M as reader and judge, top five sessions, against labelled-session ceiling. Compare · packset explanation.

Contents

Each store has its own site.

This page teaches sitting. Those pages teach the crate. Org plus Sphinx, the same shape as vissue.