mempalace
GitHubMemPalace 是一个本地优先的 AI 记忆宫殿工具,支持项目与对话的语义搜索。提供初始化、内容挖掘、状态查看及审计修复等功能,旨在帮助用户高效检索和整理过往工作记忆。
Trigger Scenarios
Install
npx skills add MemPalace/mempalace --skill mempalace -g -y
SKILL.md
Frontmatter
{
"name": "mempalace",
"description": "MemPalace — mine projects and conversations into a searchable memory palace. Use when the user asks about MemPalace, memory palace, mining memories, searching memories, palace setup, wings, rooms, or drawers; or when they want to recall past work that may already be filed in their palace."
}
MemPalace
A searchable memory palace for AI — mine projects and conversations, then search them semantically. Verbatim storage, local-first, zero external API by default.
Prerequisites
Ensure mempalace is installed:
mempalace --version
If not installed (uv recommended):
uv tool install mempalace # or: pip install mempalace
Dynamic, version-correct instructions
MemPalace exposes operation-specific instructions through the CLI so this skill stays accurate as MemPalace evolves. To get instructions for any operation:
mempalace instructions <command>
Always prefer the CLI output over what is written here when the two disagree — the CLI is the single source of truth for the installed version.
Common operations
These are the six operations users ask for most often. Each one wraps a single MemPalace CLI subcommand. The mempalace instructions <name> form returns the full, version-correct guidance.
help — discover what MemPalace can do
mempalace instructions help
Use when the user is new, unsure what's possible, or asks "what can you do".
init — first-run setup of the palace
mempalace instructions init
Use when the user has just installed MemPalace, no palace exists yet, or the user explicitly asks to set up / configure / re-initialize their palace.
mine — ingest a project or conversation directory
mempalace instructions mine
Use when the user wants to fold a project's files into their palace, or to ingest exported conversation transcripts into the palace as searchable memory.
search — find verbatim memories by semantic query
mempalace instructions search
Use when the user wants to recall something from the past, find a previous decision, or rediscover code/notes/conversations they already wrote.
status — what's in the palace right now
mempalace instructions status
Use when the user asks "what's in my palace", "how big is my palace", or wants a summary of wings, rooms, and drawer counts.
audit — how well organized the palace is, plus a repair session
mempalace instructions audit
Use when the user asks how well organized or "messy" the palace is, why a scoped search or wake-up misses things, or wants to clean up wings, rooms, tunnels, hallways, or the knowledge graph. Read-only until the user decides each repair.
MCP tools (preferred over CLI)
Inside Antigravity, the MemPalace MCP server registers a rich set of tools. Use these instead of shelling out to the CLI for live operations (search, diary writes, drawer adds, knowledge graph queries, palace status). The MCP tools always reflect the current palace state without spawning a subprocess.
The MCP server is auto-registered when this plugin is installed at ~/.gemini/config/plugins/mempalace/. If the server does not appear in Antigravity's MCP store, run mempalace-mcp --version to verify the binary is on PATH, then restart Antigravity.
Design principles (verbatim from the project)
- Verbatim always — never summarize, paraphrase, or lossy-compress user data.
- Local-first, zero external API by default — extraction, embedding, and LLM-assisted refinement happen on the user's machine.
- Privacy by architecture — the system never calls out to external services for core operations.
- Performance budgets — hooks under 500ms; startup injection under 100ms.
- Background everything — filing, indexing, and timestamps happen via hooks in the background; zero tokens spent on bookkeeping in the chat window.
If a request would violate any of these principles, refuse and explain — even if it would be technically convenient.
Release awareness
Release checks are opt-in. Ask before enabling weekly checks with
mempalace update configure --enable --installer uv-tool (or pipx / pip,
matching the installation); the default is disabled. Enabling checks
contacts PyPI but sends no palace content, identity, or telemetry. When
mempalace_status reports an available release, distinguish updates.server
from a local proxy's updates.client. Use the local update plan only for the
client scope; a remote server update must be planned and authorized on the hub
host by its operator. Never install an update without explicit user authorization.
Palace health: audit and repair session
When the user asks how well organized the palace is, whether memory is
"messy", why a scoped search or wake-up misses things, or invokes
/mempalace:audit, run the audit and then offer a repair session:
mempalace instructions audit
Follow the returned instructions. In short: run mempalace audit --json
(read-only, safe while the MCP server is running), present the five layer
scores and findings, then walk the user through repairs one structured
question at a time with a recommended option first: merging wings and
rooms spelled two ways, folding stub wings, deleting tunnels on generic
tokens and self-link hallways, agreeing a knowledge-graph predicate
vocabulary, and deciding how to handle generic-room concentration on the
next mine. Moves over deletions, numbers before actions, verbatim content
always. Re-run the audit at the end and write a diary entry with the
before and after scores and every decision made.
Version History
-
8c4865f
Current 2026-09-28 00:21
新增 audit 命令,提供宫殿组织度评分及分层的引导式修复工具(如房间拆分、隧道优化、知识图谱规范化等),并优化了性能与 MCP 集成。
-
d9f0590
2026-09-03 08:09
修复作用域更新计划以匹配其运行时;新增可选的更新感知功能。
- aa89bd8 2026-07-25 05:32


