apple-foundation-models-structured-generation

apple-foundation-models-structured-generation is a skill for Codex from sambitcreate/Swift-Foundation-Models-Skills. It costs 22 tokens per session (194 once invoked), scanned A, a copy of apple-foundation-models-health-assistant, MIT.

Guidance for generating Swift data structures with predictable fields using Apple’s @Generable and @Guide features. Structured generation means asking an AI model for data in a defined format instead of free-form text.

In plain words
What is it for?
Use it when implementing or debugging type-safe structured responses from Foundation Models in iOS or macOS apps.
Why use it?
It helps model responses fit Swift types, making them easier for an app to read and use safely.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Use it when implementing or debugging type-safe structured responses from Foundation Models in iOS or macOS apps.

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Install with agentmods
npx agentmods add skills/sambitcreate/swift-foundation-models-skills/apple-foundation-models-structured-generation
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add sambitcreate/Swift-Foundation-Models-Skills --skill apple-foundation-models-structured-generation
Clone the repo
git clone --depth 1 https://github.com/sambitcreate/Swift-Foundation-Models-Skills

Made for: Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for apple-foundation-models-structured-generation

README.md
[![agentmods](https://agentmods.dev/badge/skills/sambitcreate/swift-foundation-models-skills/apple-foundation-models-structured-generation/github.svg)](https://agentmods.dev/skills/sambitcreate/swift-foundation-models-skills/apple-foundation-models-structured-generation)
Your own site
<a href="https://agentmods.dev/skills/sambitcreate/swift-foundation-models-skills/apple-foundation-models-structured-generation"><img src="https://agentmods.dev/badge/skills/sambitcreate/swift-foundation-models-skills/apple-foundation-models-structured-generation/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for apple-foundation-models-structured-generation

Your own site · 80×15
<a href="https://agentmods.dev/skills/sambitcreate/swift-foundation-models-skills/apple-foundation-models-structured-generation"><img src="https://agentmods.dev/badge/skills/sambitcreate/swift-foundation-models-skills/apple-foundation-models-structured-generation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 22 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 194 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 88% copy Near-identical to another mod in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00022 $0.00194
Opus 5 $0.00011 $0.00097
Sonnet 5 $0.00004 $0.00039
Haiku 4.5 $0.00002 $0.00019

Measured 9d ago against content hash dd1a76f34d4c, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

apple-foundation-models-structured-generation scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

88% identical to apple-foundation-models-health-assistant — 12 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

skills/apple-foundation-models-structured-generation/SKILL.md · 36 lines

What it actually says

Structured Generation

Use when

  • Working with structured generation in your iOS/macOS project
  • Implementing features related to structured generation
  • Debugging issues with structured generation

Don't use when

  • Just doing basic chat (use apple-foundation-models-session-patterns)
  • Need structured output specifically (use apple-foundation-models-structured-generation)

Workflow

  1. Review the skill documentation
  2. Check references/guide.md for code examples
  3. Implement according to your use case
  4. Test with actual model interactions

Hard rules

  • Follow Apple platform guidelines
  • Handle errors gracefully
  • Respect user privacy and data handling

References

See references/guide.md for code examples and repo file paths.

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 36 lines · 22 tokens per session scan A dd1a76f34d4c

Subscribe to this mod's changes

apple-foundation-models-structured-generation is a skill published in the GitHub repository sambitcreate/Swift-Foundation-Models-Skills (23 stars, last pushed 6mo ago), licensed MIT. It adds 22 tokens to every session and 194 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. It is 88% identical to apple-foundation-models-health-assistant, differing in 12 lines, and is treated as a copy.

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