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Foundation Models audit: sessions and guardrails v1.0.0

Use this resource to audit how an Apple app uses Foundation Models

New

  • 538 downloads
  • 103 likes
  • 242 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install foundation-models-usage-audit

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent maps sessions, availability checks, @Generable types and tools, then looks for anti-patterns: crashes on unsupported devices, concurrent requests, poorly handled refusals, prompt injection and manual JSON parsing. You get a report ranked by severity.

Mostly picked by

Updated November 2, 2026

Card for the “Foundation Models audit: sessions and guardrails” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: six-step audit method and anti-patterns
  • agents/openai.yaml: agent declaration file

Good fit for

  • Your app crashes on an older device
  • You parse an on-device model's output by hand

Not for

    Tags

    • foundation models
    • on-device ai
    • guardrails
    • audit
    • swift

    About

    You say

    “Audit how my app uses Foundation Models and check how refusals are handled.”

    Card for the “Foundation Models audit: sessions and guardrails” skill

    Skill published by charleswiltgen under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to audit how an Apple app uses Foundation Models
    3. Review and adjust the result

    Content preview

    Files

    • agents/openai.yaml0.3 KB
    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md33.7 KB

    Origin and licence

    Listed unmodified

    Author
    charleswiltgen
    Source
    github.com/charleswiltgen/axiom/tree/8e025d50707116c3cf52c274b5b200213999a927/axiom-codex/skills/axiom-audit-foundation-models
    Licence
    MIT

    Notice

    « axiom-audit-foundation-models » (charleswiltgen, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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