lov-personal-vocabulary SKILL.md skillA
lov-personal-vocabulary from lovstudio/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lovstudio/skills/lov-personal-vocabulary@v0.2.1Pins v0.2.1 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lovstudio/skills
- Path
skills/personal-vocabulary/SKILL.md- Versions recorded
- 4
- Latest version
- v0.2.1, committed Sep 25, 2026
- First version recorded
- Aug 21, 2026
- Size
- 6,952 bytes
- Repository stars
- 72
- License
- MIT
维护一份可跨语音输入法复用的个人词汇表：统一管理、去重、并同步到 Typeless、OpenLess 等 App。Trigger: 帮我维护词汇表、同步词汇、把词汇表填到 OpenLess、manage my personal vocabulary, sync dictation terms across apps.
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
# 我的词库 · My Vocabulary 把散落在各语音输入法里的词条收敛成**一份**属于你的规范词汇表，需要时再按 App 的格式同步回去。不改任何 App 内部行为，只做词条的收集、去重、映射与推送。 ## Triggers ### Activate when - 用户要求维护或整理个人词汇表、术语表、专有名词表，例如“帮我维护词汇表”“整理我的语音输入词库”。 - 用户要求把词汇同步或迁移到某个语音输入法/剪辑工具，例如“把词汇表填到 OpenLess”“同步到 Typeless”。 - 用户给了某款 App 的词汇表来源（文件、API、导出），要求合并去重到统一词库。 - The user asks to manage, dedupe, or sync a personal dictation vocabulary across apps. ### Do not activate when - 用户只是在正常使用语音输入功能，没有要求维护词库。 - 用户要改某款 App 的语音识别/模型/接口配置本身（交给对应的 App 专项 skill 或人工）。 - 用户要求批量抓取或逆向他人词库、绕过授权；本 skill 只处理用户自己的数据。 ## User Profile (cross-session) 本 Kit 通过 `skill.yaml` 连接共享 `user-profile/v1`。每次运行读取共享 user、brand、workspace、preferences 与本 Skill 的 `skills.lov-personal-vocabulary` 命名空间；优先级为当前请求、项目上下文、本 Skill records、共享 preferences、共享 user/brand、保守默认值。 用户直接说出、且明确希望长期沿用的偏好（例如“词汇表放这个目录”“语言用 zh-CN”）才通过 `scripts/profile_store.py record --confirm` 写入 Profile 并报告保存路径。凭据、token、私人路径与推断结论不持久化。完整约定见 `references/user-profile.md`。 ## Skill Kit Modules 本仓库是自包含 Skill Kit。Step 0 必须完整加载： - `$SKILL_DIR/skills/canonical-store/SKILL.md` — `lov-canonical-store`：规范词汇表结构与读写。 - `$SKILL_DIR/skills/app-adapters/SKILL.md` — `lov-app-adapters`：各 App 词条格式与读写映射。 …
Read the whole file at its exact version.
How to install
mdr add lovstudio/skills/lov-personal-vocabulary@sha256:bb581256cd7df316The line at the top of this page pins the label v0.2.1, 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_rw76vmgg3lx3cypu)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Aug 21, 2026 and Sep 25, 2026, about one every 12 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.2.1 latest | 2026-09-25 | 4b67fd1 | 6,952 B | A | view · diff |
| v0.2.0 | 2026-09-07 | a09848e | 6,952 B | A | view · diff |
| v0.2.0 | 2026-08-23 | 00fafa8 | 6,966 B | A | view · diff |
| v0.1.0 | 2026-08-21 | 907a0f3 | 6,244 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 (6952 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
lovstudio/skills · 72 stars · license MIT · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rw76vmgg3lx3cypu GET https://markdownregistry.com/api/v1/resolve?ref=lovstudio/skills/lov-personal-vocabulary GET https://markdownregistry.com/api/v1/blob/bb581256cd7df316b5ffff747b2540061733cf1175bd93bb89dd1b6fc56bc68a
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.