MemPalace Setup and Operation
MemPalace/mempalace
Installs and configures MemPalace as a private local palace, a shared-brain hub or a client of an existing hub, including MCP registration and version-correct initialization.
Proactive layered recall and generic domain-aware routing. An agent skill from mage0535/hermes-memory-installer.
Install Memory Proactive
$ npx skills add mage0535/hermes-memory-installer --skill memory-proactive -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mage0535/hermes-memory-installer memory-proactive --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/mage0535/hermes-memory-installer.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/memory-proactive .claude/skills/memory-proactive && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "memory-proactive" agent skill from https://github.com/mage0535/hermes-memory-installer/tree/main/skills/memory-proactive into .claude/skills/memory-proactive/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-proactive", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/mage0535/hermes-memory-installer/tree/main/skills/memory-proactiveType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add mage0535/hermes-memory-installer --skill memory-proactive -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mage0535/hermes-memory-installer memory-proactive --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mage0535/hermes-memory-installer.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/memory-proactive .agents/skills/memory-proactive && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "memory-proactive" agent skill from https://github.com/mage0535/hermes-memory-installer/tree/main/skills/memory-proactive into .agents/skills/memory-proactive/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-proactive", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mage0535/hermes-memory-installer --skill memory-proactive -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mage0535/hermes-memory-installer memory-proactive --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mage0535/hermes-memory-installer.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/memory-proactive .cursor/skills/memory-proactive && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "memory-proactive" agent skill from https://github.com/mage0535/hermes-memory-installer/tree/main/skills/memory-proactive into .cursor/skills/memory-proactive/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-proactive", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/mage0535/hermes-memory-installer.git --path skills/memory-proactive--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add mage0535/hermes-memory-installer --skill memory-proactive -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mage0535/hermes-memory-installer memory-proactive --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mage0535/hermes-memory-installer.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/memory-proactive .gemini/skills/memory-proactive && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "memory-proactive" agent skill from https://github.com/mage0535/hermes-memory-installer/tree/main/skills/memory-proactive into .gemini/skills/memory-proactive/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-proactive", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install mage0535/hermes-memory-installer memory-proactiveInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add mage0535/hermes-memory-installer --skill memory-proactive -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mage0535/hermes-memory-installer.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/memory-proactive .github/skills/memory-proactive && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "memory-proactive" agent skill from https://github.com/mage0535/hermes-memory-installer/tree/main/skills/memory-proactive into .github/skills/memory-proactive/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-proactive", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mage0535/hermes-memory-installer --skill memory-proactive -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mage0535/hermes-memory-installer memory-proactive --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mage0535/hermes-memory-installer.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/memory-proactive .opencode/skills/memory-proactive && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "memory-proactive" agent skill from https://github.com/mage0535/hermes-memory-installer/tree/main/skills/memory-proactive into .opencode/skills/memory-proactive/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-proactive", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
memory-proactive- GitHub stars
- 209
- Token cost
- ~354 tokens
- SKILL.md length
- 137 words
- Files
- 2 (incl. references)
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- MIT
At a glance
Proactive layered recall and generic domain-aware routing. An agent skill from mage0535/hermes-memory-installer.
- Agent Workflows work in your project
- SKILL.md covers Layered Context Injection, Generic Domain Routing and Guidance
- Calls python3
What it does
Memory Proactive is an agent skill from mage0535/hermes-memory-installer. Proactive layered recall and generic domain-aware routing.
Its SKILL.md is about 350 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/context-routing.md`).
It sits in Agent Workflows. It works with Python. The repository describes itself as: 🧠 Production-grade memory sidecar for AI agents — gbrain + Hindsight + 3-tier recall. Agent-agnostic, battle-tested. | 生产级外挂记忆系统，兼容Hermes/Claude/Cursor等任意AI智能体. The licence is MIT.
When your agent uses it
- Agent Workflows work in your project
Example prompts
- “/memory-proactive”
Requirements
- Python 3
What it can do on your machine
Read from SKILL.md and the folder at commit 3f6974b. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
python3
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Memory Proactive loads about 354 tokens when it runs, and up to ~506 if it reads all its reference files. Until then it costs about 19 tokens; SKILL.md has 137 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from mage0535/hermes-memory-installer at commit 3f6974b, republished under its MIT licence (© mage0535). 137 words, ~354 tokens.
Download SKILL.mdSave it as
.claude/skills/memory-proactive/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- memory-proactive
- description
- Proactive layered recall and generic domain-aware routing.
Memory Proactive
This skill describes the current proactive recall surfaces that remain useful in the local repository.
Layered Context Injection
Primary engine: tiered_context_injector.py
It combines multiple recall paths before the next interaction:
- recent session recall from shared SQLite state
- governance-backed object and hub recall
- knowledge note recall
- optional live Hindsight recall when the query profile needs it
Example:
python3 scripts/tiered_context_injector.py --query "user preferences"Useful knobs:
--min-score 0.3--max-results 10--recall "project status" "system config"--domains project,stock
Generic Domain Routing
Helper: domain_memory.py
This is a lightweight legacy helper for splitting local memory into generic domains so one topic does not crowd out everything else.
Example domains:
projectstocksystemmarketingrelationshipgeneral
Example:
python3 scripts/domain_memory.py check project "Milestone planning note"
python3 scripts/domain_memory.py statusGuidance
- use generic domains, not user- or project-specific hardcoded labels
- keep recall queries portable across agent runtimes
- treat this skill as an optional helper layer, not a required production contract
© mage0535, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (references) in skills/memory-proactive of mage0535/hermes-memory-installer.
- SKILL.md
- references/context-routing.md
Open the folder on GitHubat commit 3f6974b
Compare with similar skills
Memory Proactive next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Memory Proactive this skillmage0535/hermes-memory-installer | 209 | — | ~354 | Automated safety check: Pass | MIT | |
| MemPalace Setup and OperationMemPalace/mempalace | 59k | — | ~2.2k | Automated safety check: Pass | MIT | |
| Basic Memory Setup for Taubasicmachines-co/basic-memory | 4.1k | — | ~3.7k | Automated safety check: Pass | AGPL-3.0 | |
| MCP Server Builderanthropics/skills | 180k | 64 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 5 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Fastmcp Client CLIPrefectHQ/fastmcp | 28k | 1 repos | ~823 | Automated safety check: Pass | Apache-2.0 |
Similar skills
Basic Memory Setup for Tau
basicmachines-co/basic-memory
Walks a user through installing and configuring the Basic Memory extension for Tau: inspect first, ask one decision at a time, choose where memory goes and verify the connection.
- Official
MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
MCP Server Builder
shareAI-lab/learn-claude-code
Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.
Fastmcp Client CLI
PrefectHQ/fastmcp
Query and invoke tools on MCP servers using fastmcp list and fastmcp call.
Mem0 CLI Memory Commands
mem0ai/mem0
Adds, searches, lists, updates and deletes memories on the Mem0 platform from the terminal with the mem0 command, including a JSON mode built for agents.
More from mage0535/hermes-memory-installer
Memory Starter Kit
mage0535/hermes-memory-installer
Historical starter note for the memory sidecar stack. An agent skill from mage0535/hermes-memory-installer.
Memory Archivist
mage0535/hermes-memory-installer
自动归档 + 知识图谱同步 + 记忆生命周期管理
Related
Works with
Categories
Questions about Memory Proactive
What does Memory Proactive do?
Proactive layered recall and generic domain-aware routing. An agent skill from mage0535/hermes-memory-installer. Memory Proactive is an agent skill from mage0535/hermes-memory-installer. Proactive layered recall and generic domain-aware routing.
When should I use Memory Proactive?
Memory Proactive fits situations like: agent Workflows work in your project.
How do I install Memory Proactive in Claude Code?
Run `npx skills add mage0535/hermes-memory-installer --skill memory-proactive -a claude-code`. Or copy the skill folder (skills/memory-proactive in mage0535/hermes-memory-installer) into .claude/skills/memory-proactive in your project. Claude Code loads it when a task matches its description.
How do I install Memory Proactive in Codex?
Run `npx skills add mage0535/hermes-memory-installer --skill memory-proactive -a codex`. Or copy the skill folder (skills/memory-proactive in mage0535/hermes-memory-installer) into .agents/skills/memory-proactive in your project. Codex loads it when a task matches its description.
Can I use Memory Proactive in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mage0535/hermes-memory-installer --skill memory-proactive -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/memory-proactive, .gemini/skills/memory-proactive, .github/skills/memory-proactive and .opencode/skills/memory-proactive in your project.
What does Memory Proactive need to run?
Going by SKILL.md and its folder, Memory Proactive needs the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Memory Proactive access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Memory Proactive safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Memory Proactive use?
Memory Proactive is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Memory Proactive use?
About 354 tokens (SKILL.md is roughly 1.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 152 tokens, read only when the agent opens those files.
What are the alternatives to Memory Proactive?
Skills that share tags, products or a category with Memory Proactive: MemPalace Setup and Operation (MemPalace/mempalace, 59k stars), Basic Memory Setup for Tau (basicmachines-co/basic-memory, 4.1k stars), MCP Server Builder (anthropics/skills, 180k stars) and MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Memory Proactive?
mage0535 (a GitHub user) maintains it in mage0535/hermes-memory-installer, which has 209 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on August 22, 2026.
Source: mage0535/hermes-memory-installer on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.