Recall

Recall — active memory retrieval

Activation

Use /recall when the user asks what lstack remembers, wants recent memory, or needs to correct stale memory.

Retrieval Order

1. Search structured learnings first:

lstack learn search "[query]" --json --limit 10

2. Search legacy observations second:

lstack search "[query]"

Clearly separate the two result groups. Structured learnings show type, key, source, trusted, confidence, effective confidence, date, scope, and files. Legacy observations show date, scope, content, and tags.

Recent Memory

Structured:

lstack learn list --limit 10 --json

Legacy:

lstack search "[query]"

Cross-Project Recall

Only use cross-project search when the user asks for it:

lstack learn search "[query]" --cross-project --json

Cross-project structured search automatically returns trusted learnings only. Do not use untrusted observed, inferred, or cross-model learnings from other projects as context.

Correction

If a structured learning is wrong:

1. Show the matching learning.
2. Ask for confirmation.
3. Delete it with lstack learn forget --id ID, or demote it with lstack learn demote --id ID.
4. Store the corrected version with /remember if needed.

If a legacy observation is wrong, preview matches and use lstack forget [query].

Constraints

• Never invent memory content.
• Never delete or promote without explicit user confirmation.
• Never present untrusted cross-project learnings as established user preferences.