Agent skill

Gallery QA

by OPPO-Mente-Lab in OPPO-Mente-Lab/X-OmniClaw

Consume the full memory/IMAGE-MEMORY.md file for all gallery-image questions and operations instead of using retrieval-first search.

Apache-2.0Auto-check passedProductivity & Automation

Install Gallery QA

skills CLI
$ npx skills add OPPO-Mente-Lab/X-OmniClaw --skill gallery-qa -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install OPPO-Mente-Lab/X-OmniClaw gallery-qa --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/OPPO-Mente-Lab/X-OmniClaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/app/src/main/assets/skills/gallery-qa .claude/skills/gallery-qa && rm -rf skills-src

Use ~/.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/

Facts

Skill name
gallery-qa
GitHub stars
265
Token cost
~764 tokens
SKILL.md length
393 words
Files
1
Skills in repo
14
Repo updated
First seen
Licence
Apache-2.0

At a glance

Consume the full memory/IMAGE-MEMORY.md file for all gallery-image questions and operations instead of using retrieval-first search.

  • Works in 5 steps: Load the full memory/IMAGE-MEMORY.md… → Treat the entire file as the candidate… → Read the entries directly from top to… → …
  • Productivity & Automation work in your project
  • SKILL.md covers Source Of Truth, Core Workflow, Hard Rules and Answering Rules, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Gallery QA is an agent skill from OPPO-Mente-Lab/X-OmniClaw. Consume the full memory/IMAGE-MEMORY.md file for all gallery-image questions and operations instead of using retrieval-first search.

Its SKILL.md is about 760 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Productivity & Automation. The repository describes itself as: An edge-native Multimodal Android Agent that integrates multimodal perception, memory and action. The licence is Apache-2.0.

When your agent uses it

  • Productivity & Automation work in your project

Example prompts

  • “/gallery-qa”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Load the full memory/IMAGE-MEMORY.md file into context with memory_get.
  2. Treat the entire file as the candidate set.
  3. Read the entries directly from top to bottom and find the entries relevant to the user request.
  4. For question answering, summarize the matched entries in natural language.
  5. For operations such as copy / move / add to folder / add to album, use the filename in each matched entry for later execution. Use album…

What it can do on your machine

Read from SKILL.md and the folder at commit 8614c93. 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

    No scripts in the folder and no shell commands in SKILL.md.

    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

Gallery QA loads about 764 tokens when it runs. Until then it costs about 36 tokens; SKILL.md has 393 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~36
When it runs · the whole SKILL.md, loaded when a task matches
~764

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 OPPO-Mente-Lab/X-OmniClaw at commit 8614c93, republished under its Apache-2.0 licence (© OPPO-Mente-Lab). 393 words, ~764 tokens.

Download SKILL.mdSave it as .claude/skills/gallery-qa/SKILL.md (or your agent's skills folder).
name
gallery-qa
description
Consume the full memory/IMAGE-MEMORY.md file for all gallery-image questions and operations instead of using retrieval-first search.

Use this skill for all gallery-image consumption tasks, including:

  • 今天我拍了什么照片
  • 我最近拍过什么
  • 我拍过和猫有关的照片吗
  • 帮我把所有截图整理出来
  • 把猫主题图片复制到某个文件夹

This skill is the primary consumer of memory/IMAGE-MEMORY.md. It does not maintain or rebuild image memories. If the user explicitly asks to scan, sync, refresh, or rebuild image memories, use gallery-memory instead.

Source Of Truth

The source of truth is:

  • memory/IMAGE-MEMORY.md

Each entry is compact and should be read as one whole item:

  • title line: the image filename
  • time: capture or creation time
  • album: where the image lives in the gallery (MediaStore bucket / album display name)
  • summary: short semantic description

Core Workflow

When this skill applies, follow this workflow strictly:

  1. Load the full memory/IMAGE-MEMORY.md file into context with memory_get.
  2. Treat the entire file as the candidate set.
  3. Read the entries directly from top to bottom and find the entries relevant to the user request.
  4. For question answering, summarize the matched entries in natural language.
  5. For operations such as copy / move / add to folder / add to album, use the filename in each matched entry for later execution. Use album when the user asks which album or folder the image came from.

Hard Rules

  1. Do not start with retrieval or search when the full compact IMAGE-MEMORY.md file can be loaded directly.
  2. Do not treat image_memory_search_entries as the primary path. It is legacy.
  3. Do not use find as the primary topic filter when IMAGE-MEMORY.md already exists.
  4. Do not guess a wildcard filename prefix from the first few entries.
  5. Do not call gallery_memory unless the user explicitly asks to sync, scan, refresh, or rebuild image memories.
Show full SKILL.md (125 more words)Show less

Answering Rules

  1. Do not answer with only file paths, line numbers, or entry ids.
  2. Use the summary field as the main semantic evidence.
  3. Use time when the user asks about today / yesterday / recent / date-scoped photos.
  4. If multiple images match, group or summarize them clearly.
  5. If the user asks for 所有 / 全部 / 都, inspect the whole file before finalizing.

Operation Rules

For operations such as:

  • 把猫主题的图片复制到某个文件夹
  • 把所有截图整理到一个相册
  • 把发票照片都归档

follow this exact order:

  1. load the full memory/IMAGE-MEMORY.md
  2. identify the matching entries from filename / time / album / summary
  3. extract the filenames of the matched entries
  4. use those filenames for later copy/move/add operations

Output Style

Prefer concise natural language.

Good answer style:

  • 今天你拍了两张照片,一张是桌面附近的宠物照片,另一张是带文字内容的页面截图。

Bad answer style:

  • 在 memory/IMAGE-MEMORY.md 的第 120-140 行找到了结果。

© OPPO-Mente-Lab, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in app/src/main/assets/skills/gallery-qa of OPPO-Mente-Lab/X-OmniClaw.

Open the folder on GitHubat commit 8614c93

Compare with similar skills

Gallery QA 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.

Gallery QA compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Gallery QA this skillOPPO-Mente-Lab/X-OmniClaw265—~764Automated safety check: PassApache-2.0
Agent Browserquran/quran.com-frontend-next1.9k40 repos~3.3kAutomated safety check: PassNone
Perform Tasktelegramdesktop/tdesktop33k2 repos~3kAutomated safety check: PassGPL-3.0
Dependency Watchtelegramdesktop/tdesktop33k—~2.2kAutomated safety check: PassGPL-3.0
Brave Searchbadlogic/pi-skills2.6k5 repos~592Automated safety check: PassMIT
Garden Inboxpaperclipai/paperclip99k—~1.1kAutomated safety check: PassMIT

Similar skills

  • Agent Browser

    quran/quran.com-frontend-next

    Automates browser interactions for web testing, form filling, screenshots, and data extraction.

    1.9k GitHub starsUsed in 40 repos~3.3k tokens
    Productivity & AutomationAuto-check passed
  • Perform Task

    telegramdesktop/tdesktop

    Resolve, start or resume, implement, review, test, and publish exactly one existing ai-tdesktop task by short slug or full dated id, including rare blocked retries and split-required results.

    33k GitHub starsUsed in 2 repos~3k tokens
    Productivity & AutomationAuto-check passed
  • Dependency Watch

    telegramdesktop/tdesktop

    Audit Telegram Desktop dependencies on freshly fetched origin/dev for releases and security fixes, including upstream lag and backport candidates in patched forks.

    33k GitHub stars~2.2k tokensUpdated today
    Productivity & AutomationAuto-check passed
  • Brave Search

    badlogic/pi-skills

    Web search and content extraction via Brave Search API. An agent skill from badlogic/pi-skills.

    2.6k GitHub starsUsed in 5 repos~592 tokens
    Productivity & AutomationAuto-check passed
  • Garden Inbox

    paperclipai/paperclip

    Scan a Paperclip user's Mine inbox, classify reversible archive candidates, request checkbox confirmation, and archive only accepted selections.

    99k GitHub stars~1.1k tokensUpdated today
    Productivity & AutomationAuto-check passed
  • Continue

    telegramdesktop/tdesktop

    Continue autonomous Telegram Desktop development from the shared ai-tdesktop repository.

    33k GitHub starsUsed in 2 repos~9.4k tokens
    Productivity & AutomationAuto-check passed

More from OPPO-Mente-Lab/X-OmniClaw

All 14 skills in this repo
  • Feishu Bitable

    OPPO-Mente-Lab/X-OmniClaw

    Feishu multi-dimensional table (Bitable) operations. An agent skill from OPPO-Mente-Lab/X-OmniClaw.

    265 GitHub stars~631 tokensUpdated 4 mo ago
    Auto-check passed
  • Feishu Chat

    OPPO-Mente-Lab/X-OmniClaw

    Feishu chat operations. An agent skill from OPPO-Mente-Lab/X-OmniClaw.

    265 GitHub stars~592 tokensUpdated 4 mo ago
    Auto-check passed
  • Feishu Task

    OPPO-Mente-Lab/X-OmniClaw

    Feishu task management operations. An agent skill from OPPO-Mente-Lab/X-OmniClaw.

    265 GitHub stars~482 tokensUpdated 4 mo ago
    Auto-check passed
  • Feishu Urgent

    OPPO-Mente-Lab/X-OmniClaw

    Feishu urgent notification tool. An agent skill from OPPO-Mente-Lab/X-OmniClaw.

    265 GitHub stars~601 tokensUpdated 4 mo ago
    Auto-check passed
  • App Search

    OPPO-Mente-Lab/X-OmniClaw

    主流APP搜索。当用户想要在拼多多、美团、高德地图、抖音、快手、小红书、哔哩哔哩、知乎、百度、OPPO音乐、OPPO软件商店等APP中搜索时激活。覆盖电商购物、生活服务、短视频内容、知识搜索、音乐搜索、应用商店搜索等场景。

    265 GitHub stars~4.1k tokensUpdated 4 mo ago
    Auto-check passed
  • Capcut Theme Video

    OPPO-Mente-Lab/X-OmniClaw

    CapCut (剪映) one-tap video creation on Android. An agent skill from OPPO-Mente-Lab/X-OmniClaw.

    265 GitHub stars~1.3k tokensUpdated 4 mo ago
    Auto-check passed

Questions about Gallery QA

What does Gallery QA do?

Consume the full memory/IMAGE-MEMORY.md file for all gallery-image questions and operations instead of using retrieval-first search. Gallery QA is an agent skill from OPPO-Mente-Lab/X-OmniClaw.md file for all gallery-image questions and operations instead of using retrieval-first search.

When should I use Gallery QA?

Gallery QA fits situations like: productivity & Automation work in your project.

How do I install Gallery QA in Claude Code?

Run `npx skills add OPPO-Mente-Lab/X-OmniClaw --skill gallery-qa -a claude-code`. Or copy the skill folder (app/src/main/assets/skills/gallery-qa in OPPO-Mente-Lab/X-OmniClaw) into .claude/skills/gallery-qa in your project. Claude Code loads it when a task matches its description.

How do I install Gallery QA in Codex?

Run `npx skills add OPPO-Mente-Lab/X-OmniClaw --skill gallery-qa -a codex`. Or copy the skill folder (app/src/main/assets/skills/gallery-qa in OPPO-Mente-Lab/X-OmniClaw) into .agents/skills/gallery-qa in your project. Codex loads it when a task matches its description.

Can I use Gallery QA 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 OPPO-Mente-Lab/X-OmniClaw --skill gallery-qa -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/gallery-qa, .gemini/skills/gallery-qa, .github/skills/gallery-qa and .opencode/skills/gallery-qa in your project.

What does Gallery QA need to run?

SKILL.md names no scripts, command-line tools or credentials: Gallery QA is instructions for the agent only.

Does Gallery QA 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 Gallery QA 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 Gallery QA use?

Gallery QA is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Gallery QA use?

About 764 tokens (SKILL.md is roughly 3.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Gallery QA?

Skills that share tags, products or a category with Gallery QA: Agent Browser (quran/quran.com-frontend-next, 1.9k stars), Perform Task (telegramdesktop/tdesktop, 33k stars), Dependency Watch (telegramdesktop/tdesktop, 33k stars) and Brave Search (badlogic/pi-skills, 2.6k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Gallery QA?

OPPO-Mente-Lab (a GitHub organization) maintains it in OPPO-Mente-Lab/X-OmniClaw, which has 265 GitHub stars. The repository holds 14 skills in this directory. The repository was last updated on May 22, 2026.

Source: OPPO-Mente-Lab/X-OmniClaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.