lov-app-adapters SKILL.md skillA
lov-app-adapters 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-app-adapters@v0.1.1Pins v0.1.1 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/skills/app-adapters/SKILL.md- Versions recorded
- 3
- Latest version
- v0.1.1, committed Sep 25, 2026
- First version recorded
- Aug 21, 2026
- Size
- 2,802 bytes
- Repository stars
- 72
- License
- MIT
定义各语音输入法与剪辑工具的词汇表读写映射：OpenLess、Typeless 等。本地 JSON 直接读写，API 走用户凭据只读探测，未知格式先探测不编造。Trigger: 读/写 OpenLess 词库、同步到 Typeless、适配剪映词库、app vocabulary adapter.
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
# 词库适配器 · Vocabulary Adapters
把规范词库的字段映射成某款具体 App 的词汇表格式，并负责读写。映射是声明式的；读取目标 App 时只读、不覆盖对方已有词条。
## Triggers
### Activate when
- 用户要把词库导入/导出到 OpenLess、Typeless 或其它语音输入法。
- 用户提供了某款 App 的词汇表文件或接口，要求解析或转换。
- The user wants to read or write a specific app's vocabulary.
### Do not activate when
- 用户只维护规范词库（交给 canonical-store）。
- 用户要决定哪些词推给哪些 App（交给 sync-plan）。
## Adapter registry
| app | 存储 | 字段映射 | 状态 |
|---|---|---|---|
| openless | `~/Library/Application Support/OpenLess/dictionary.json` | phrase → phrase；note → note；enabled → enabled；hits → hits；createdAt → created_at | 已实测 |
| typeless | `GET https://api.typeless.com/user/dictionary/list`（Bearer 用户 token） | phrase → term；category → category；lang → lang；auto → auto；replace → replace | 已实测 |
| capcut / 剪映 | 待探测 | 待探测 | 未确认 |
OpenLess 词条结构为 `{id, phrase, note, enabled, hits, createdAt}`；Typeless 词条结构为 `{user_dictionary_id, term, lang, category, auto, replace, replace_targets, created_at, updated_at}`。
## Workflow
1. 确认目标 App 与读写方向（读入规范/写回 App）。
2. 本地 JSON（OpenLess）直接按字段映射读写；`vocab_cli.py render` 已内置 openless 映射。
3. 走 API 的（Typeless）用用户自己的凭据，仅做只读探测获取词条。**不得**在命令、日志或聊天中打印 token；查询用 `auto=0/1` 数字值并禁用缓存，避免字符串布尔导致空数据。
…Read the whole file at its exact version.
How to install
mdr add lovstudio/skills/lov-app-adapters@sha256:4d0a3126b9d37c25The line at the top of this page pins the label v0.1.1, 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_q3wup7krkwdn7hqp)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Aug 21, 2026 and Sep 25, 2026, about one every 18 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.1.1 latest | 2026-09-25 | 4b67fd1 | 2,802 B | A | view · diff |
| v0.1.0 | 2026-09-07 | a09848e | 2,802 B | A | view · diff |
| v0.1.0 | 2026-08-21 | 907a0f3 | 2,805 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 (2802 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_q3wup7krkwdn7hqp GET https://markdownregistry.com/api/v1/resolve?ref=lovstudio/skills/lov-app-adapters GET https://markdownregistry.com/api/v1/blob/4d0a3126b9d37c25dc3f3c620f360ca40fe08338227f1f71cefe89879bf91846
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.