engram-mem SKILL.md skillA
engram-mem from spoon94/skill-vault is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add spoon94/skill-vault/engram-mem@git:20260620.4b42f0fPins git:20260620.4b42f0f in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- spoon94/skill-vault
- Path
engram-mem/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260620.4b42f0f, committed Jun 20, 2026
- First version recorded
- Jun 20, 2026
- Size
- 12,912 bytes
- Repository stars
- 5
- License
- MIT
基于本地 engram CLI(SQLite + FTS5)的跨会话持久记忆,工作与生活通用。当用户想 「记住/记忆/记一下/存一下/别忘了/下次记得」某件事——一个决策、一次 bug 修复、一个 偏好、一个计划、一个人、一件事、一个推荐(餐厅/书/工具)——或想「回忆/想不起来/ 我们之前怎么…/上次那个…怎么弄的/我之前记过吗/有没有处理过类似的」时,都要使用本技能。 关键词包括「记忆、记住、记一下、想起来、回忆、笔记、之前、上次」等;即使没明说也常 隐含存或搜记忆。场景不限于写代码,也覆盖日常生活(偏好、家人、计划、想法、推荐)。 由于 engram 全文检索只切英文,本技能在存/搜前把中文译成英文,同时双存中文原文以保真。 无 hook、无 MCP,纯 CLI。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# engram-mem 用本地 `engram` 二进制给 Claude 提供跨会话、跨设备的持久记忆——**工作和生活都能用**。 做完有价值的事(改完 bug、定了方案,或记住一个偏好、计划、推荐)就保存结构化笔记, 以后再检索。存储是本地 SQLite,跨设备同步走 git。 完整的 engram 命令/参数见 `references/engram-cli.md`(需要查具体用法时再读;本文给出主流程)。 ## 决定一切的前提:engram 只能搜英文 engram 用 SQLite FTS5 的默认 `unicode61` 分词器,**不切分中文**——一段连续中文会变成一个 无法匹配的整 token,中文查询即使内容存在也返回 0(已实测)。英文则切分良好。 因此策略:**存一份英文用于检索,同时保留中文原文用于保真。** 翻译是模型擅长的事,还顺带 带来跨语言召回——英文记忆用中文或英文查询都能命中(查询时也译成英文)。 注意这是**关键词检索、非语义**:查 "stuck" 匹配不到写成 "frozen" 的笔记。所以同一概念 存和搜都用**同样的常用英文词**,以对抗这种漂移(见下方「翻译原则」)。 ## 前置条件 `engram` 必须在 PATH(`brew install gentleman-programming/tap/engram`)。若 `engram --version` 失败,直接让用户安装,不要猜。 ## 硬性禁止:绝不让 engram 写入 agent 的 MCP / hook 配置 本方案的根基是"无 hook、纯 CLI":只装 engram 二进制,只经 `engram` 命令读写记忆。 engram 另有一条"插件/集成"安装路径会把 **MCP server + lifecycle hooks** 注入到 agent (Claude Code / Codex / Gemini CLI 等)的配置里——**这条路径在本方案中禁止使用**,因为 hook 会带来后台自动捕获、常驻上下文成本和不可控行为,正是我们要避开的。 **禁止执行**(以下命令/操作都会写入 MCP 或 hook,一律不要跑): - `engram setup <agent>`(如 `engram setup claude-code` / `opencode` / `codex` / `gemini-cli` / `pi`) - `claude plugin marketplace add Gentleman-Programming/engram` 及 `claude plugin install engram` …
Read the whole file at its exact version.
How to install
mdr add spoon94/skill-vault/engram-mem@sha256:2e1d14693d548bb0The line at the top of this page pins the label git:20260620.4b42f0f, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_odbaacbykgtepk3s)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, all committed on Jun 20, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260620.4b42f0f latest | 2026-06-20 | 4b42f0f | 12,912 B | A | view · diff |
| git:20260620.dd3277e | 2026-06-20 | dd3277e | 11,865 B | A | view · diff |
| git:20260620.a9db56d | 2026-06-20 | a9db56d | 10,958 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (12912 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
spoon94/skill-vault · 5 stars · license MIT · pushed 2026-10-23 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_odbaacbykgtepk3s GET https://markdownregistry.com/api/v1/resolve?ref=spoon94/skill-vault/engram-mem GET https://markdownregistry.com/api/v1/blob/2e1d14693d548bb0aa5164c2968af5ee0b92b945359116481268eec9ee35288c
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.