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Axiom Media

CommunityPopular
CharlesWiltgen
axiom-media

Use when working with camera, photos, audio, haptics, ShazamKit, on-device music analysis, face grouping and video highlights, screen recording, casting to non-AirPlay routes, SharePlay playback, the user's Apple Music library, lock-screen metadata, or CarPlay app design, templates, and navigation. Covers AVCaptureSession, AVFoundation, Core Haptics, MediaPlayer, MusicKit, NowPlaying, ScreenCaptureKit, DockKit.

Overview

PublisherCharlesWiltgen
RepositoryAxiom
Skill nameaxiom-media
Stars
1.2K
Forks
86
Bundled files
24
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 24 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by CharlesWiltgen on GitHub. Read the source before you install it.

Installation

Install the Axiom Media AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/CharlesWiltgen/Axiom/tree/main/axiom-codex/skills/axiom-media
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/CharlesWiltgen/Axiom.git /tmp/Axiom
mkdir -p .claude/skills
cp -r /tmp/Axiom/axiom-codex/skills/axiom-media .claude/skills/axiom-media
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Axiom Media in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Axiom Media on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Axiom Media is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Media

You MUST use this skill for ANY camera, photo, audio, haptic, or media playback work.

Auditors are skills here. Where this router says "Launch some-auditor agent", invoke the matching Codex skill instead — same procedure, no Claude Code agent required.

Available: axiom-audit-camera.

The ones that shell out — builds, tests, simulators, crash symbolication — need shell access to run.

Quick Reference

Symptom / TaskReference
Camera capture, AVCaptureSessionSee skills/camera-capture.md
Slow camera launch / deferred start (iOS 26+), ProRes recording via Pro Video Storage (OS27)See skills/camera-capture.md Patterns 8-9
Camera API (RotationCoordinator, etc.)See skills/camera-capture-ref.md
Lens aperture / shutter / ISO priority modes, exposure signals, continuous autofocus tracking, low-light video noise reduction, cinematic video metadata capture (OS27)See skills/camera-capture-ref.md
Center Stage front camera (iPhone 17), dynamic aspect ratio, smart framing, 24/48 MP captureSee skills/camera-capture-ref.md
iPhone Duo front cameras (virtual front camera, inner/outer ultra-wide), camera direction vs positionSee skills/camera-capture.md Pattern 6 and skills/camera-capture-ref.md (iPhone Duo Front Cameras)
Camera freezes, black preview, rotationSee skills/camera-capture-diag.md
Photo pickers, library accessSee skills/photo-library.md
PHPicker, PhotosPicker, PhotoKit API reference: asset metadata editing (keywords, rating, caption), persistent change observer, background resource upload (OS27)See skills/photo-library-ref.md
PhotoKit + Swift 6 strict concurrency, nonisolated observer, performChanges isolation, _dispatch_assert_queue_failSee axiom-concurrency (skills/isolation-inheritance-diag.md)
Audio, AVFoundation, spatial audio, async session activation, throwing AVAudioEngine APIs (OS27)See skills/avfoundation-ref.md
Video write/export/playback, sample-buffer engine, resumable export, Apple Log 2, iOS 27 deprecations (OS27)See skills/avfoundation-video-ref.md
Audio recognition, ShazamKitSee skills/shazamkit.md
ShazamKit API referenceSee skills/shazamkit-ref.md
On-device music analysis (key, tempo, structure, loudness), MusicUnderstanding (OS27)See skills/music-understanding.md
On-device face grouping (cluster faces into people across a library), video highlights/key frames, MediaIntelligence (OS27)See skills/media-intelligence.md
Haptic feedback, Core HapticsSee skills/haptics.md
SharePlay coordinated playback, AVDelegatingPlaybackCoordinator, custom-engine syncSee skills/shareplay-playback.md
SharePlay session lifecycle, activation, non-media stateUse axiom-integration (skills/shareplay.md) instead
Now Playing metadata, remote commandsSee skills/now-playing.md
Animated lock-screen artwork (iOS 26+)See skills/now-playing.md Pattern 8
NowPlaying framework (import NowPlaying, Swift-native MediaSession, OS27)See skills/now-playing.md (NowPlaying Framework section)
Cast / route media to non-AirPlay devices (Google Cast/Chromecast, DLNA) as system routes, AVSystemRouting (iOS27, likely EU-gated)See skills/system-media-routing.md
Screen capture / recording / streaming the screen or your own app, ScreenCaptureKit (OS27 — new on iOS/iPadOS/tvOS/visionOS 27; macOS 12.3+)See skills/screen-capture.md
CarPlay HIG, app categories, design rules, entitlementsSee skills/carplay-hig.md
CarPlay templates reference (all 12 templates, availability matrix, depth limits)See skills/carplay-templates-ref.md
CarPlay navigation reference (base view, route guidance, cluster/HUD, multitouch, voice prompts, map panels + EV charging iOS 27)See skills/carplay-navigation-ref.md
CarPlay Now Playing template customization + sports modeSee skills/now-playing-carplay.md
MusicKit Now Playing, ApplicationMusicPlayer playback, subscription/authorizationSee skills/now-playing-musickit.md
Enumerate the user's Apple Music library — MusicLibraryRequest vs MPMediaQuery, reconciling the two, playlist entries, sync, library identity, per-device Song.id, missing PlayParameters, MusicKit stops responding after a scanSee skills/music-library.md
DockKit motorized stands / gimbals, subject tracking, custom motor controlSee skills/dockkit.md
Speech-to-text / transcription (SpeechAnalyzer, mic → transcript)Invoke axiom-ai (skills/ios-ml.md)

Decision Tree

dot
digraph media {
    start [label="Media task" shape=ellipse];
    what [label="Which media feature?" shape=diamond];
    auditor [label="camera-auditor agent" shape=box];

    start -> what;
    what -> "skills/camera-capture.md" [label="camera capture"];
    what -> "skills/photo-library.md" [label="photo pickers\n/ library"];
    what -> "skills/avfoundation-ref.md" [label="audio / AVFoundation"];
    what -> "skills/avfoundation-video-ref.md" [label="video write/export\n/ sample-buffer (OS27)"];
    what -> "skills/shazamkit.md" [label="ShazamKit\n/ audio recognition"];
    what -> "skills/music-understanding.md" [label="music analysis\n(key/tempo/structure)"];
    what -> "skills/media-intelligence.md" [label="face grouping /\nvideo highlights (OS27)"];
    what -> "skills/haptics.md" [label="haptic feedback"];
    what -> "skills/now-playing.md" [label="Now Playing\n/ remote commands"];
    what -> "skills/music-library.md" [label="enumerate Apple Music\nlibrary / identity"];
    what -> "skills/system-media-routing.md" [label="cast to non-AirPlay\n(Chromecast/DLNA, iOS27)"];
    what -> "skills/screen-capture.md" [label="screen capture /\nrecording (OS27)"];
    what -> "skills/carplay-hig.md" [label="CarPlay app design\n/ categories / entitlements"];
    what -> "skills/dockkit.md" [label="DockKit stands\n/ gimbals / tracking"];
    what -> auditor [label="camera code audit"];
}
  1. Camera capture? → skills/camera-capture.md (patterns), skills/camera-capture-ref.md (API), skills/camera-capture-diag.md (debugging)
  2. Photo pickers / library? → skills/photo-library.md, skills/photo-library-ref.md
  3. Audio / AVFoundation (audio)? → skills/avfoundation-ref.md; video write/export/playback, sample-buffer engine, resumable export, iOS 27 deprecations? → skills/avfoundation-video-ref.md (OS27)
  4. ShazamKit / audio recognition? → skills/shazamkit.md, skills/shazamkit-ref.md
  5. On-device music analysis (key, tempo, structure, pace, instruments, loudness)? → skills/music-understanding.md (OS27)
  6. On-device face grouping (cluster faces into people across a library) or video highlights / key-frame detection? → skills/media-intelligence.md (OS27)
  7. Haptics? → skills/haptics.md
  8. Now Playing / remote commands? → skills/now-playing.md, skills/now-playing-carplay.md, skills/now-playing-musickit.md
  9. Reading the user's Apple Music library (enumerate songs/playlists, library identity, sync)? → skills/music-library.md — a different problem from playback; read it before any library walk
  10. Cast / route media to non-AirPlay devices (Google Cast/Chromecast, DLNA) as system routes? → skills/system-media-routing.md (iOS27, likely EU-gated)
  11. Screen capture / recording / streaming the screen or your own app (ScreenCaptureKit)? → skills/screen-capture.md (OS27 — new on iOS/iPadOS/tvOS/visionOS 27)
  12. CarPlay app design, category selection, entitlement request? → skills/carplay-hig.md (start here for any CarPlay work)
  13. DockKit motorized stands / gimbals, subject tracking, custom motor control? → skills/dockkit.md
  14. Want camera code audit? → axiom-audit-camera (detects deprecated APIs and architectural gaps: missing interruption handlers, runtime-error recovery, audio session deactivation, permission-denied UX, RotationCoordinator on iOS 17+; scores RELIABLE / FRAGILE / BROKEN)

Cross-Domain Routing

Camera + permissions (camera access denied, Info.plist missing):

  • Camera code → stay here (camera-capture)
  • Privacy manifest / Info.plist → invoke axiom-integration (privacy-ux reference)
  • Build/entitlement errors → invoke axiom-build

ShazamKit + microphone permissions:

  • Microphone NSMicrophoneUsageDescription → invoke axiom-integration (privacy-ux reference)
  • ShazamKit API and matching → stay here (shazamkit)

Now Playing + background audio:

  • Now Playing metadata/controls → stay here (now-playing)
  • Background audio mode / BGTaskScheduler → invoke axiom-integration (background-processing reference)

Speech-to-text + audio capture (transcribing mic or asset audio):

  • SpeechAnalyzer / SpeechTranscriber, the ~2-simultaneous-analyzer cap, the OS27 input providers → invoke axiom-ai (skills/ios-ml.md)
  • Audio session category/mode, AVCaptureSession wiring → stay here (avfoundation-ref, camera-capture)
  • The trap: CaptureInputSequenceProvider.providerWithSession(...) (OS27) automatically reconfigures your app's default AVAudioSession. If this suite's audio-session setup "randomly breaks" after transcription is added, that's the cause — use provider(from:in:) and add its captureAudioDataOutput to your own session.

Apple Music library + playback + persistence:

  • Enumerating the library, library identity, PlayParameters availability, Sync Library hazards → stay here (music-library)
  • Queuing and playing what you found, Now Playing publishing → stay here (now-playing-musickit)
  • Storing library rows in your own database (which column is the durable key, migrations for a re-key) → invoke axiom-data — but take the identity rules from music-library first; persistentID is not a durable key
  • MusicAuthorization prompt copy / privacy manifest → invoke axiom-integration (privacy-ux reference)

Photo library + privacy:

  • Photo picker (PHPicker, PhotosPicker) → stay here (photo-library) — no permissions needed
  • Full PHPhotoLibrary access → stay here (photo-library-ref) — limited access model
  • Privacy manifest for photo usage → invoke axiom-integration (privacy-ux reference)

DockKit + camera / custom inference:

  • DockKit stand control, framing, motor, tracking states → stay here (dockkit)
  • Underlying AVCaptureSession setup → stay here (camera-capture)
  • Custom Vision / Core ML inference feeding observations → invoke axiom-vision
  • Camera permission (NSCameraUsageDescription) → invoke axiom-integration (privacy-ux reference)

MediaIntelligence + Vision (faces, image analysis):

  • Group faces into people across a library, video highlights / key frames → stay here (media-intelligence) — clustering identities + on-device video moment detection
  • Detect where a face is in one image (bounding box, landmarks), OCR, segmentation → invoke axiom-vision — per-image detection, a different problem
  • System Photos "People" album → that album is system-owned (PhotoKit); MediaIntelligence builds your own index over assets you manage → stay here (photo-library for the asset access)

Anti-Rationalization

ThoughtReality
"Camera capture is just AVCaptureSession setup"Camera has interruption handlers, rotation, and threading requirements.
"Camera launch is fast enough if I startRunning() early"Output initialization dominates launch; iOS 26 deferred start halves time-to-preview.
"I'll add haptics with a simple API call"Haptic design has patterns for each interaction type matching HIG.
"ShazamKit is just SHSession + a delegate"iOS 17+ has SHManagedSession which eliminates all AVAudioEngine boilerplate.
"Now Playing info is just setting metadata"Remote commands, artwork handling, and state sync have 15+ gotchas.
"I'll use UIImagePickerController for photos"PHPicker/PhotosPicker are the modern API — no permissions required.
"MediaPlayer reports fewer playlist members than MusicKit, so sync is incomplete"The gap is structural, not a sync signal: it tracks the entries with no local representation — exact on all five playlists inspected, off by one library-wide. A shipped guard built on this premise silently skipped 9 of 15 playlists forever. Read skills/music-library.md.
"Reading the music library is just a MusicLibraryRequest"Reading one MusicKit property across a large library leaves every later MusicKit request unresumed for the rest of the run, with no error thrown. Pool starvation is a symptom, not the mechanism — a plain Thread, which never touches the pool, loses MusicKit identically. Batching the request is ~100x slower, not safer.
"Song.id is a stable key I can store"Its format differs per device for the same library (i.… on one, bare numeric on another). Never parse it, never use it as a cross-device key.
"DockKit is just pairing a stand"Custom control needs system tracking disabled, handles inverted dock states, and two different coordinate origins.
"Grouping faces is just Vision face detection"Vision detects faces in one image; MediaIntelligence clusters them into persistent people (entities) across a whole library, with its own working directory and state.
"Casting to Chromecast means bundling the Google Cast SDK"On iOS 27, AVSystemRouting exposes non-AirPlay routes as system routes — you adopt one Apple API (observe events, start a session, drive playbackControl) instead of a per-vendor SDK. Likely EU-gated — gate and keep a fallback.
"I'll sync SharePlay playback by broadcasting the current time over the messenger"The messenger has no clock. AVDelegatingPlaybackCoordinatorPlayCommand.hostClockTime gives you an absolute CMClockGetHostTimeClock() start time; hand-rolling reinvents startup barriers, seek ordering, stalls, and interruptions badly.
"The playback coordinator handles interruptions for me"Only AVPlayerPlaybackCoordinator does. AVDelegatingPlaybackCoordinator adds no automatic suspensions — a custom engine begins and ends every one, and a suspension never ended hangs the whole group.
"ScreenCaptureKit on iPad works like the Mac (enumerate displays/windows)"On iOS/iPadOS SCShareableContent and all SCContentFilter initializers are macOS-only — you get a filter ONLY from the system SCContentSharingPicker. New on iOS/iPadOS/tvOS/visionOS 27. Also not ImageRenderer (that snapshots your own SwiftUI view).

Example Invocations

User: "How do I set up a camera preview?" → Read: skills/camera-capture.md

User: "My camera app takes a second before preview appears" → Read: skills/camera-capture.md (Pattern 8, deferred start)

User: "Support the Center Stage front camera" / "Capture 48MP photos" → Read: skills/camera-capture-ref.md

User: "How do I switch cameras on iPhone Duo?" / "Choose a camera by direction instead of position" → Read: skills/camera-capture.md (Pattern 6) and skills/camera-capture-ref.md (iPhone Duo Front Cameras)

User: "Camera freezes when I get a phone call" → Read: skills/camera-capture-diag.md

User: "How do I let users pick photos in SwiftUI?" → Read: skills/photo-library.md

User: "Implement haptic feedback for button taps" → Read: skills/haptics.md

User: "Now Playing info doesn't appear on Lock Screen" → Read: skills/now-playing.md

User: "How do I identify songs with ShazamKit?" → Read: skills/shazamkit.md

User: "How do I detect a song's tempo / key / beat grid on-device?" / "Analyze audio loudness or structure" → Read: skills/music-understanding.md

User: "Group faces into people across my photo library" / "cluster faces on-device" / "find highlights or a thumbnail frame in a video" → Read: skills/media-intelligence.md

User: "Cast to Chromecast / Google Cast without the Cast SDK" / "support non-AirPlay casting" / "route media to a DLNA device as a system route" → Read: skills/system-media-routing.md

User: "Record / stream the iPad screen" / "ScreenCaptureKit on iOS" / "screen recording in my app" / "capture just my app's content" → Read: skills/screen-capture.md

User: "List every song in the user's Apple Music library" / "enumerate their playlists" / "MPMediaQuery vs MusicKit" / "sync Apple Music playlists" / "MediaPlayer and MusicKit report different playlist counts" / "my MusicKit requests stop responding after a library scan" / "store a stable id for each song across devices" / "playlists went empty after the user turned on Sync Library" → Read: skills/music-library.md

User: "Track a subject with a motorized stand" / "Control a DockKit gimbal" → Read: skills/dockkit.md

User: "Check my camera code for issues" → Launch: camera-auditor agent

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Axiom Media AI skill do?

Use when working with camera, photos, audio, haptics, ShazamKit, on-device music analysis, face grouping and video highlights, screen recording, casting to non-AirPlay routes, SharePlay playback, the user's Apple Music library, lock-screen metadata, or CarPlay app design, templates, and navigation. Covers AVCaptureSession, AVFoundation, Core Haptics, MediaPlayer, MusicKit, NowPlaying, ScreenCaptureKit, DockKit.

Why use Axiom Media on TypingMind?

Because you install it once and use it with any model. Axiom Media is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Axiom Media in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/CharlesWiltgen/Axiom/tree/main/axiom-codex/skills/axiom-media. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Axiom Media?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Axiom Media?

As many as you like. As long as a model supports skills, you can use Axiom Media with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Axiom Media AI skill free?

Yes. It is published on GitHub by CharlesWiltgen under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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