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MemPalace AI memory — persistent memory across sessions. Search past decisions, store architecture choices, track temporal network facts via knowledge graph, navigate cross-domain connections, maintain specialist agent diaries.
Passed 16 of 19 test cases with the skill, and 3 of 19 without it.
and 25 more in the full report
16 fixed3 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.
We want to see all available memory rooms organized inside the wing 'wing_security'. Which tool call retrieves this room listing?
| Checked | Without skill | With skill |
|---|---|---|
| Invokes mempalace_list_rooms | Missed | Passed |
| Sets wing parameter to wing_security | Passed | Passed |
The instructions your model reads when the skill loads.
Persistent, structured, local-only memory across sessions. 19 MCP tools. Source: https://github.com/milla-jovovich/mempalace
Relationship to OpenClaw's built-in memory: OpenClaw writes raw daily logs to
memory/YYYY-MM-DD.md. MemPalace adds a structured, searchable layer on top — semantic search across all sessions, a temporal knowledge graph for network facts, and per-agent diaries. Use daily logs for "what happened today" and MemPalace for "what did we decide and why."
All tools use mcp-call with the mempalace MCP server:
python3 $MCP_CALL "python3 -u $MEMPALACE_MCP_SCRIPT" <tool-name> '<arguments-json>'
mempalace_status — Palace Overviewpython3 $MCP_CALL "python3 -u $MEMPALACE_MCP_SCRIPT" mempalace_status '{}'
Returns total drawers, wing/room counts, palace path, memory protocol instructions, and AAAK dialect spec. Call this at session start to load palace context.
mempalace_get_aaak_spec — AAAK Dialect Specpython3 $MCP_CALL "python3 -u $MEMPALACE_MCP_SCRIPT" mempalace_get_aaak_spec '{}'
Get the AAAK dialect specification — the compressed memory format MemPalace uses. Call this if you need to read or write AAAK-compressed memories.
mempalace_search — Semantic Searchpython3 $MCP_CALL "python3 -u $MEMPALACE_MCP_SCRIPT" mempalace_search '{"query":"why did we configure OSPF area 10 as stub","limit":5}'
Parameters:
test cases passed, vs 3 / 19 without
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