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.
“自动归档 + 知识图谱同步 + 记忆生命周期管理”
Install Memory Archivist
$ npx skills add mage0535/hermes-memory-installer --skill memory-archivist -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mage0535/hermes-memory-installer memory-archivist --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-archivist .claude/skills/memory-archivist && 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-archivist" agent skill from https://github.com/mage0535/hermes-memory-installer/tree/main/skills/memory-archivist into .claude/skills/memory-archivist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-archivist", 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-archivistType 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-archivist -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mage0535/hermes-memory-installer memory-archivist --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-archivist .agents/skills/memory-archivist && 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-archivist" agent skill from https://github.com/mage0535/hermes-memory-installer/tree/main/skills/memory-archivist into .agents/skills/memory-archivist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-archivist", 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-archivist -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mage0535/hermes-memory-installer memory-archivist --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-archivist .cursor/skills/memory-archivist && 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-archivist" agent skill from https://github.com/mage0535/hermes-memory-installer/tree/main/skills/memory-archivist into .cursor/skills/memory-archivist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-archivist", 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-archivist--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-archivist -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mage0535/hermes-memory-installer memory-archivist --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-archivist .gemini/skills/memory-archivist && 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-archivist" agent skill from https://github.com/mage0535/hermes-memory-installer/tree/main/skills/memory-archivist into .gemini/skills/memory-archivist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-archivist", 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-archivistInstalls 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-archivist -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-archivist .github/skills/memory-archivist && 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-archivist" agent skill from https://github.com/mage0535/hermes-memory-installer/tree/main/skills/memory-archivist into .github/skills/memory-archivist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-archivist", 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-archivist -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-archivist --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-archivist .opencode/skills/memory-archivist && 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-archivist" agent skill from https://github.com/mage0535/hermes-memory-installer/tree/main/skills/memory-archivist into .opencode/skills/memory-archivist/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "memory-archivist", 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-archivist- GitHub stars
- 209
- Token cost
- ~255 tokens
- SKILL.md length
- 73 words
- Files
- 2 (incl. references)
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- MIT
At a glance
- Works in 6 steps: 会话归档 (archive_sessions.py) → 自动摘要 (auto_session_summary.py) → 知识图谱同步 (session_to_gbrain.py) → …
- SKILL.md covers 核心脚本 and Cron 配置
- Calls python3
About this skill
Memory Archivist is a skill in mage0535/hermes-memory-installer (209 stars). Its SKILL.md is about 255 tokens, with 1 other file in the folder (references). Licence: MIT.
Workflow steps
6 steps, taken from the step headings in SKILL.md.
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 Archivist loads about 255 tokens when it runs, and up to ~373 if it reads all its reference files. Until then it costs about 10 tokens; SKILL.md has 73 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). 73 words, ~255 tokens.
Download SKILL.mdSave it as
.claude/skills/memory-archivist/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- memory-archivist
- description
- 自动归档 + 知识图谱同步 + 记忆生命周期管理
Memory Archivist
进阶记忆层。实现自动化: 会话归档 → gbrain 知识图谱同步 → 记忆清理。
核心脚本
1. 会话归档 (archive_sessions.py)
从 state.db 提取完整对话 → 生成结构化摘要 → 写入 gbrain
python3 scripts/archive_sessions.py --session-id <id>2. 自动摘要 (auto_session_summary.py)
分析对话关键决策/学习/变更 → 生成 session_summary.md
3. 知识图谱同步 (session_to_gbrain.py)
增量同步: Hermes state.db → gbrain pages, 含 timeline + tags + wikilinks
python3 scripts/session_to_gbrain.py --resume # 断点续传4. 记忆生命周期 (memory_lifecycle.py)
- 检测 stale 记忆 (>30天未访问)
- 标记 expired 记忆 (>90天)
- 自动清理, 保护已标注
keep的记忆
5. 记忆守护 (memory_guardian.py)
11.7KB, 最全面的记忆管理:
- 容量检测 (memory tool 5KB cap)
- 冲突检测 (新旧信息矛盾)
- 智能压缩 (合并重复条目)
- 过期清理
6. 记忆反思 (memory_reflect.py)
周期性运行, 分析近期记忆趋势, 生成用户画像更新建议
Cron 配置
# 每日归档
schedule: "30 3 * * *"
script: $AGENT_HOME/scripts/archive_sessions.py
# 每周生命周期
schedule: "0 4 * * 0"
script: $AGENT_HOME/scripts/memory_lifecycle.py© 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-archivist of mage0535/hermes-memory-installer.
- SKILL.md
- references/archiving-policy.md
Open the folder on GitHubat commit 3f6974b
Compare with similar skills
Memory Archivist 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 Archivist this skillmage0535/hermes-memory-installer | 209 | — | ~255 | Automated safety check: Pass | MIT | |
| 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 | |
| Mem0 CLI Memory Commandsmem0ai/mem0 | 67k | — | ~2k | Automated safety check: Notes | Apache-2.0 | |
| MemPalace Setup and OperationMemPalace/mempalace | 59k | — | ~2.2k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Memory Archivist
How do I install Memory Archivist in Claude Code?
Run `npx skills add mage0535/hermes-memory-installer --skill memory-archivist -a claude-code`. Or copy the skill folder (skills/memory-archivist in mage0535/hermes-memory-installer) into .claude/skills/memory-archivist in your project. Claude Code loads it when a task matches its description.
How do I install Memory Archivist in Codex?
Run `npx skills add mage0535/hermes-memory-installer --skill memory-archivist -a codex`. Or copy the skill folder (skills/memory-archivist in mage0535/hermes-memory-installer) into .agents/skills/memory-archivist in your project. Codex loads it when a task matches its description.
Can I use Memory Archivist 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-archivist -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-archivist, .gemini/skills/memory-archivist, .github/skills/memory-archivist and .opencode/skills/memory-archivist in your project.
What does Memory Archivist need to run?
Going by SKILL.md and its folder, Memory Archivist needs the command-line tools its instructions call (python3).
Does Memory Archivist 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 Archivist 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 Archivist use?
Memory Archivist 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 Archivist use?
About 255 tokens (SKILL.md is roughly 1k 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 118 tokens, read only when the agent opens those files.
What are the alternatives to Memory Archivist?
Skills that share tags, products or a category with Memory Archivist: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), Fastmcp Client CLI (PrefectHQ/fastmcp, 28k stars) and Mem0 CLI Memory Commands (mem0ai/mem0, 67k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Memory Archivist?
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.