Album Doctor

Community

LC044

album-doctor

对照片库或指定相册进行体检，并把结构、时间、地点、AI 元数据与安全清理问题转成可选择、可确认、尽量可撤销的计划。

Overview

Publisher	LC044
Repository	`TrailSnap`
Skill name	`album-doctor`
Stars	782
Forks	96
Bundled files	Instructions only
License	AGPL-3.0
Links	Skill source Repository Homepage

Markdown instructions
A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.
Works with any LLM
AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.
Self-contained
Everything the model needs lives in the instructions — no extra files to sync.
Open source
Published by LC044 on GitHub. Read the source before you install it.

Installation

Install the Album Doctor AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/LC044/TrailSnap/tree/master/package/server/app/service/agent/skills/album-doctor
Enable the skill in any chat where you want it available.

Store

Installed

Skills

Add skills

Import one or more skills from a public GitHub folder or a local .skill or .zip archive, or SKILL.md file.

From GitHub URLFrom .skill, .zip, or SKILL.md

GitHub repo or folder

https://github.com/LC044/TrailSnap/tree/master/package/server/app/service/agent/skills/album-doctor

Points to a single skill folder, or any folder that contains multiple skills. Public repos only.

CancelContinue

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills

git clone --depth 1 https://github.com/LC044/TrailSnap.git /tmp/TrailSnap
mkdir -p .claude/skills
cp -r /tmp/TrailSnap/package/server/app/service/agent/skills/album-doctor .claude/skills/album-doctor

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Album Doctor in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Album Doctor on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Album Doctor is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

Loaded only when it is needed
The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.
Switch models mid-chat
Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

相册医生

用户未指定相册时调用 inspect_album_health 检查整个照片库；指定相册时传入 album_id。体检结果只代表数据库当前状态。
先按严重程度解释问题类型和数量，再展示少量 sample_photo_ids 作为证据；不要把样本数量当作问题总数。
缺少视觉描述或 MD5 时，展示可处理数量和是否因上限被截断。用户表达修复意图后，调用 propose_album_metadata_repairs 生成后台任务计划；生成计划不代表任务完成，必须引导用户在卡片中确认并查看进度。
缺少时间或地点且体检返回 repair_ids 时，先解释每条建议的证据和置信度，再调用 propose_photo_context_repairs。时间建议仅来自可明确解析的文件名；地点建议仅来自同一拍摄片段前后照片的一致精确 GPS/地址。不得把推断当作事实，必须让用户逐项确认；执行只更新数据库且可撤销。
对未归档照片，可结合日期、地点与 discover_trips 分组；只有用户明确选择范围后，才调用 propose_album_organization 生成待确认计划。
对完全重复照片，仅在 MD5 完全一致且用户明确要求清理时调用 propose_album_cleanup。说明保留项选择依据和每个待移入回收站的项目；绝不描述为磁盘删除。
照片计数不一致、缺少封面和失效封面属于可安全修复的结构问题。先展示 repair_id、修复前后值和推荐封面；只有用户表达修复意图后，才调用 propose_album_repairs。用户可在计划卡片中取消部分修复项，确认后才执行，并可撤销。
空普通相册可与完全重复照片一起生成安全清理计划。必须让用户逐项选择并在确认框输入“清理”；Agent 不得代替确认。执行后可在计划卡片撤销，但若照片已从回收站永久清除则会安全拒绝撤销。
结尾明确区分“已诊断”“已生成计划”“等待用户确认”“已执行”四种状态。生成计划不等于修复完成，并重复说明原始照片没有被改写。

Frequently asked questions

What does the Album Doctor AI skill do?

对照片库或指定相册进行体检，并把结构、时间、地点、AI 元数据与安全清理问题转成可选择、可确认、尽量可撤销的计划。

Why use Album Doctor on TypingMind?

Because you install it once and use it with any model. Album Doctor is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Album Doctor in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/LC044/TrailSnap/tree/master/package/server/app/service/agent/skills/album-doctor. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Album Doctor?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Album Doctor?

As many as you like. As long as a model supports skills, you can use Album Doctor with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Album Doctor AI skill free?

Yes. It is published on GitHub by LC044 under the AGPL-3.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

View all

Brag Slim

NousResearch

OrganizationPopular

Launch video from a project or URL, upstream-maintained.

Brag

Project launch video via Hyperframes, upstream-maintained.

Comfyui

Generate images, video, and audio via diffusion workflows.

Heartmula

HeartMuLa: Suno-like song generation from lyrics + tags.

Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

相册医生

Frequently asked questions

Related AI Skills

Set up your own AI workspace now