Hig Project Context
raintree-technology/hig-doctor
Create or update a shared Apple design context document that other HIG skills use to tailor guidance.
Integrate your app with iOS Visual Intelligence for camera-based search and object recognition.
Install Visual Intelligence
$ npx skills add gustavscirulis/snapgrid --skill visual-intelligence -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install gustavscirulis/snapgrid visual-intelligence --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/gustavscirulis/snapgrid.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/skills/apple-intelligence/visual-intelligence .claude/skills/visual-intelligence && rm -rf skills-srcUse ~/.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/
Install the "visual-intelligence" agent skill from https://github.com/gustavscirulis/snapgrid/tree/main/.claude/skills/skills/apple-intelligence/visual-intelligence into .claude/skills/visual-intelligence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "visual-intelligence", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/gustavscirulis/snapgrid/tree/main/.claude/skills/skills/apple-intelligence/visual-intelligenceType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add gustavscirulis/snapgrid --skill visual-intelligence -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install gustavscirulis/snapgrid visual-intelligence --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/gustavscirulis/snapgrid.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/skills/apple-intelligence/visual-intelligence .agents/skills/visual-intelligence && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "visual-intelligence" agent skill from https://github.com/gustavscirulis/snapgrid/tree/main/.claude/skills/skills/apple-intelligence/visual-intelligence into .agents/skills/visual-intelligence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "visual-intelligence", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add gustavscirulis/snapgrid --skill visual-intelligence -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install gustavscirulis/snapgrid visual-intelligence --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/gustavscirulis/snapgrid.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/skills/apple-intelligence/visual-intelligence .cursor/skills/visual-intelligence && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "visual-intelligence" agent skill from https://github.com/gustavscirulis/snapgrid/tree/main/.claude/skills/skills/apple-intelligence/visual-intelligence into .cursor/skills/visual-intelligence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "visual-intelligence", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/gustavscirulis/snapgrid.git --path .claude/skills/skills/apple-intelligence/visual-intelligence--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add gustavscirulis/snapgrid --skill visual-intelligence -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install gustavscirulis/snapgrid visual-intelligence --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/gustavscirulis/snapgrid.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/skills/apple-intelligence/visual-intelligence .gemini/skills/visual-intelligence && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "visual-intelligence" agent skill from https://github.com/gustavscirulis/snapgrid/tree/main/.claude/skills/skills/apple-intelligence/visual-intelligence into .gemini/skills/visual-intelligence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "visual-intelligence", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install gustavscirulis/snapgrid visual-intelligenceInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add gustavscirulis/snapgrid --skill visual-intelligence -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/gustavscirulis/snapgrid.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/skills/apple-intelligence/visual-intelligence .github/skills/visual-intelligence && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "visual-intelligence" agent skill from https://github.com/gustavscirulis/snapgrid/tree/main/.claude/skills/skills/apple-intelligence/visual-intelligence into .github/skills/visual-intelligence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "visual-intelligence", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add gustavscirulis/snapgrid --skill visual-intelligence -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install gustavscirulis/snapgrid visual-intelligence --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/gustavscirulis/snapgrid.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/skills/apple-intelligence/visual-intelligence .opencode/skills/visual-intelligence && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "visual-intelligence" agent skill from https://github.com/gustavscirulis/snapgrid/tree/main/.claude/skills/skills/apple-intelligence/visual-intelligence into .opencode/skills/visual-intelligence/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "visual-intelligence", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
visual-intelligence- GitHub stars
- 117
- Used in
- 1 other repo
- Token cost
- ~3k tokens
- SKILL.md length
- 365 words
- Files
- 1
- Skills in repo
- 118
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Integrate your app with iOS Visual Intelligence for camera-based search and object recognition.
- Works in 3 steps: Import Frameworks → Create App Entity → Create Intent Value Query
- Adding visual search capabilities
- SKILL.md covers When to Use, Overview, Quick Start and SemanticContentDescriptor, plus 9 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Visual Intelligence is an agent skill from gustavscirulis/snapgrid. Integrate your app with iOS Visual Intelligence for camera-based search and object recognition. Use when adding visual search capabilities.
Its SKILL.md is about 3k 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 Mobile. It works with iOS. The repository describes itself as: SnapGrid is an open-source Mac app for collecting, organizing, and analyzing UI screenshots. It uses AI to automatically detect UI components and patterns, making it a powerful…
When your agent uses it
- Adding visual search capabilities
Example prompts
- “/visual-intelligence”
Requirements
- Pre-approved tools (allowed-tools): Read, Write, Edit, Glob, Grep, Bash, AskUserQuestion
Workflow steps
3 steps, taken from the step headings in SKILL.md.
- Import Frameworks
- Create App Entity
- Create Intent Value Query
What it can do on your machine
Read from SKILL.md and the folder at commit eb7eaf4. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditGlobGrepBashAskUserQuestion
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are swift).
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
developer.apple.com
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
Visual Intelligence loads about 3k tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 365 words of instructions outside code blocks.
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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Read, Write, Edit, Glob, Grep, Bash, AskUserQuestion
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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 365 words (~3,030 tokens).
“Integrate your app with iOS Visual Intelligence to let users find app content by pointing their camera at objects.”
- name
- visual-intelligence
- allowed-tools
- Read, Write, Edit, Glob, Grep, Bash, AskUserQuestion
Files
Just SKILL.md in .claude/skills/skills/apple-intelligence/visual-intelligence of gustavscirulis/snapgrid.
Open the folder on GitHubat commit eb7eaf4
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in gustavscirulis/snapgrid, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Visual Intelligence 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Visual Intelligence this skillgustavscirulis/snapgrid | 117 | 1 repos | ~3k | Automated safety check: Notes | Custom licence | |
| Hig Project Contextraintree-technology/hig-doctor | 143 | 5 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Hig Components Contentraintree-technology/hig-doctor | 143 | 5 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Discover iOS KeysPoomSmart/MGKeys | 238 | — | ~1.4k | Automated safety check: Pass | MIT | |
| Argent Metro Debuggerbbplayer-app/BBPlayer | 1.1k | — | ~3.4k | Automated safety check: Pass | MIT | |
| iOS Simulator Skilln0an/VivaDicta | 131 | 1 repos | ~2.5k | Automated safety check: Pass | MIT |
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Apple Human Interface Guidelines for content display components.
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Argent Metro Debugger
bbplayer-app/BBPlayer
Debug a JS runtime via CDP using argent debugger tools. An agent skill from bbplayer-app/BBPlayer.
iOS Simulator Skill
n0an/VivaDicta
21 production-ready scripts for iOS app testing, building, and automation.
Theming
Code-with-Beto/skills
Scaffold a unified, cross-platform color theme system into an Expo Router app.
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Related
Works with
Categories
Questions about Visual Intelligence
What does Visual Intelligence do?
Integrate your app with iOS Visual Intelligence for camera-based search and object recognition. Visual Intelligence is an agent skill from gustavscirulis/snapgrid. Integrate your app with iOS Visual Intelligence for camera-based search and object recognition.
When should I use Visual Intelligence?
Visual Intelligence fits situations like: adding visual search capabilities.
How do I install Visual Intelligence in Claude Code?
Run `npx skills add gustavscirulis/snapgrid --skill visual-intelligence -a claude-code`. Or copy the skill folder (.claude/skills/skills/apple-intelligence/visual-intelligence in gustavscirulis/snapgrid) into .claude/skills/visual-intelligence in your project. Claude Code loads it when a task matches its description.
How do I install Visual Intelligence in Codex?
Run `npx skills add gustavscirulis/snapgrid --skill visual-intelligence -a codex`. Or copy the skill folder (.claude/skills/skills/apple-intelligence/visual-intelligence in gustavscirulis/snapgrid) into .agents/skills/visual-intelligence in your project. Codex loads it when a task matches its description.
Can I use Visual Intelligence 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 gustavscirulis/snapgrid --skill visual-intelligence -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/visual-intelligence, .gemini/skills/visual-intelligence, .github/skills/visual-intelligence and .opencode/skills/visual-intelligence in your project.
What does Visual Intelligence need to run?
SKILL.md names no scripts, command-line tools or credentials: Visual Intelligence is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Glob, Grep, Bash, AskUserQuestion.
Does Visual Intelligence access the network?
SKILL.md names 1 domain. As links in the text: developer.apple.com. This is read from the text; nothing was executed.
Is Visual Intelligence safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Visual Intelligence use?
Visual Intelligence has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Visual Intelligence use?
About 3k tokens (SKILL.md is roughly 12k 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 Visual Intelligence?
Skills that share tags, products or a category with Visual Intelligence: Hig Project Context (raintree-technology/hig-doctor, 143 stars), Hig Components Content (raintree-technology/hig-doctor, 143 stars), Discover iOS Keys (PoomSmart/MGKeys, 238 stars) and Argent Metro Debugger (bbplayer-app/BBPlayer, 1.1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Visual Intelligence?
gustavscirulis (a GitHub user) maintains it in gustavscirulis/snapgrid, which has 117 GitHub stars. The repository holds 118 skills in this directory. The repository was last updated on April 30, 2026.
Source: gustavscirulis/snapgrid on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.