duo-intelligence SKILL.md skillA
duo-intelligence from kimeur/duology is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kimeur/duology/duo-intelligence@git:20261020.abde3d3Pins git:20261020.abde3d3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kimeur/duology
- Path
plugins/duology-features/skills/duo-intelligence/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261020.abde3d3, committed Oct 20, 2026
- Size
- 20,236 bytes
- Repository stars
- 13
- License
- MIT
Adds Foundation Models to an iPhone Duo app: the on-device model (SystemLanguageModel) and the Private Cloud Compute server model (PrivateCloudComputeLanguageModel) behind one LanguageModelSession API, an AI side pane beside the content when the phone is open or in book pose (split ArrangementView) and a one-line summary when it is closed or in tabletop, streaming (streamResponse with @Generable partial snapshots) into a pane that keeps going through fold and unfold, availability checks and…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# duo-intelligence The Foundation Models framework gives an app Apple's on-device language model and, from iOS 27, the larger Private Cloud Compute model, through the same Swift API ([Foundation Models](https://developer.apple.com/documentation/foundationmodels)). On iPhone Duo the question is where the result goes and what happens when the phone folds mid-answer. This skill answers both. Load neighbours when the task needs them: `duo-continuity` (state that survives a fold), `duo-layout` (size classes, the fold, `ArrangementView`), `duo-postures` (book and tabletop layouts), `duo-app-intents` (let Siri and Shortcuts run the same feature). Labels: *measured* means we ran it on the iPhone Duo simulator (iOS 27.1) on 20 October 2026; see [references/evidence.md](references/evidence.md). *Unverified* means we could not confirm it. Everything else comes from Apple's pages, linked inline. Full source list: [reference/sources.md](https://github.com/Kimeur/duology/blob/main/reference/sources.md). ## What Apple says, and what it doesn't …
Read the whole file at its exact version.
How to install
mdr add kimeur/duology/duo-intelligence@sha256:72b500f497b45727The line at the top of this page pins the label git:20261020.abde3d3, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_ywjw5kuwrt6h5hvv)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 20, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (20236 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
kimeur/duology · 13 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ywjw5kuwrt6h5hvv GET https://markdownregistry.com/api/v1/resolve?ref=kimeur/duology/duo-intelligence GET https://markdownregistry.com/api/v1/blob/72b500f497b4572728ef3af592d55be796ab36f32435b80e93d2f95e8e25d0d3
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.