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Visual Intelligence · rshankras | DecimalAI

frontendby rshankras

Visual Intelligence

rshankras/visual-intelligence

Source rshankras/claude-code-apple-skills ↗License MIT

Integrate your app with iOS Visual Intelligence for camera-based search and object recognition.

SkillScore100Maintained

Automatic

Coding pack

Last verified 8/17/2026

What it changes

Passed 22 of 22 test cases with the skill, and 14 of 22 without it.

Without skill64%

With skill100%

Checks it passed that the model alone missed

The response specifies importing VisualIntelligence.
The Swift code uses @UnionValue to define an enum wrapping the entity types.
The response specifies defining an appLinkURL property of type URL? on the AppEntity.

and 9 more in the full report

8 fixed14 passed either way0 still failing0 broke

Pass-rate lift: +36 pp
Tokens: +147%
Agent turns: 0%
Response time: -51%

Model gemini-3.6-flashMeasured 8/17/2026v122 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/rshankras-visual-intelligence/SKILL.md https://app.decimal.ai/s/rshankras-visual-intelligence/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add rshankras-visual-intelligence, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/rshankras-visual-intelligence/ and pins it in .decimal/skills.lock

decimalai skills add rshankras-visual-intelligence

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/rshankras-visual-intelligence/SKILL.md https://app.decimal.ai/s/rshankras-visual-intelligence/SKILL.md

Raw file: /s/rshankras-visual-intelligence/SKILL.md ↗ · machine-readable summary at /s/rshankras-visual-intelligence.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 8

Prompt

In Swift, what property on an AppEntity struct provides a URL fallback for opening specific item routes inside the host application?

What was checked, without and with the skill
Checked	Without skill	With skill
The response specifies defining an appLinkURL property of type URL? on the AppEntity.	Missed	Passed

case-13 · gemini-3.6-flash · 8/17/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md556 linessingle file

Visual Intelligence

Integrate your app with iOS Visual Intelligence to let users find app content by pointing their camera at objects.

When This Skill Activates

User wants camera-based search in their app
User asks about visual search integration
User wants to surface app content in system searches
User needs to handle visual intelligence queries

Overview

Visual Intelligence lets users:

Point camera at objects or use screenshots
System identifies what they're looking at
Your app provides matching content
Results appear in system UI

Your app implements:

IntentValueQuery to receive search requests
AppEntity types for searchable content
Display representations for results

Platform Availability (WWDC26 297)

Visual Intelligence runs on iOS, iPadOS, and macOS — the same entities, query, and OpenIntent code works unchanged on all three. Handle both camera captures of physical objects (iOS) and screenshots of digital media (iPad/Mac) as input.
On Mac, the input pixel buffer can be much larger than what you'd encounter on iPhone — consider whether resizing is necessary before matching.

Quick Start

1. Import Frameworks

import VisualIntelligence
import AppIntents

2. Create App Entity

Track record

Benchmark

22 / 22

test cases passed, vs 14 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

rshankras / claude-code-apple-skills

skills/apple-intelligence/visual-intelligence/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Visual Intelligence

When This Skill Activates

Overview

Platform Availability (WWDC26 297)

Quick Start

1. Import Frameworks

2. Create App Entity

Track record

Benchmark

Adoption

SkillSafety

Source

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