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Capture short personal notes about people you mention, store them in a lightweight DB, and recall those details whenever you ask about them later.
Passed 14 of 20 test cases with the skill, and 6 of 20 without it.
and 5 more in the full report
8 fixed7 passed either way7 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
Show me the 3 most recent entries saved for Alex from the memory vault without printing full statistics.
| Checked | Without skill | With skill |
|---|---|---|
| Uses skills/people-memories/scripts/people_memory.py recall --person Alex --limit 3 | Missed | Passed |
The instructions your model reads when the skill loads.
Keep a short-lived, searchable memory vault about people you talk to so your assistant can recall follow-ups instantly. The skill handles:
remember cues (voice or text) to persist comments, preferences, and context.~/.clawdbot/people-memory.json now stores:
{
"people": {
"alex": {
"displayName": "Alex",
"notes": [
{
"timestamp": "2026-01-29T12:05:00Z",
"note": "Likes cats and doing late-night music practice",
"source": "voice",
"tags": ["pets", "music"]
}
]
}
},
"index": {
"music": ["alex"],
"cats": ["alex"]
}
}
timestamp, note, source, and tags.index map keeps keywords → people for super-fast lookups.Use the bundled script to manage the database:
skills/people-memories/scripts/people_memory.py <command> [options]
test cases passed, vs 6 / 20 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.