Agent SkillsMemPalace/mempalace › mempalace

mempalace

GitHub

MemPalace是一个本地优先的AI记忆宫殿工具,用于挖掘和语义搜索项目与对话记录。该Skill指导用户通过CLI或MCP工具进行初始化、数据摄入、状态查询及记忆检索,确保数据原文存储与隐私安全。

.antigravity-plugin/skills/mempalace/SKILL.md MemPalace/mempalace

Trigger Scenarios

用户询问如何使用MemPalace或记忆宫殿功能 用户需要导入项目或对话到记忆库 用户希望基于语义搜索过往工作或笔记

Install

npx skills add MemPalace/mempalace --skill mempalace -g -y
More Options

Non-standard path

npx skills add https://github.com/MemPalace/mempalace/tree/develop/.antigravity-plugin/skills/mempalace -g -y

Use without installing

npx skills use MemPalace/mempalace@mempalace

指定 Agent (Claude Code)

npx skills add MemPalace/mempalace --skill mempalace -a claude-code -g -y

安装 repo 全部 skill

npx skills add MemPalace/mempalace --all -g -y

预览 repo 内 skill

npx skills add MemPalace/mempalace --list

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 five 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.

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.

Version History

  • d9f0590 Current 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

Same Skill Collection

.antigravity-plugin/skills/mempalace-recall/SKILL.md
.claude-plugin/skills/mempalace-recall/SKILL.md
.claude-plugin/skills/mempalace-task/SKILL.md
.claude-plugin/skills/mempalace/SKILL.md
integrations/openclaw/SKILL.md
skills/mempalace-recall/SKILL.md
skills/mempalace-task/SKILL.md
skills/mempalace/SKILL.md
.codex-plugin/skills/help/SKILL.md
.codex-plugin/skills/init/SKILL.md
.codex-plugin/skills/mine/SKILL.md
.codex-plugin/skills/search/SKILL.md
.codex-plugin/skills/status/SKILL.md

Metadata

Files
0
Version
f9297a2
Hash
44dd55ea
Indexed
2026-07-25 05:32

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