Install Skills directly in chat.Install the MochiLab Skills assistant in OpenClaw, connect your account, then find, install and update Skills in chat.
See how to connect →
MOCHILAB / AI SKILL
Provenance Memory Review
Identify conflicting and expired user-selected facts before proposing changes to an agent memory file.
What it does
Identify conflicting and expired user-selected facts before proposing changes to an agent memory file.
How to use it
Give the assistant the concrete task and required inputs. This fictional request illustrates the contract; use your selected files and parameters for real work.
{
"asOf": "2026-10-27T00:00:00Z",
"facts": [
{
"key": "city",
"value": "A",
"source": "user note1"
},
{
"key": "city",
"value": "B",
"source": "user note2"
}
]
}
Output and verification
Creates a JSON report and, when applicable, CSV, Markdown or document artifacts in the current workspace. Inputs remain intact. Five offline tests cover the example, invalid input, actual CLI output, path boundaries and non-overwrite behavior. Live account, browser and visual results require separate verification.
Scope
Only include facts the user asked to retain. No chat sweeping, hooks or silent memory writes. Contradictory sources stay visible rather than being resolved by recency alone.