图像分析

Name: 图像分析
Author: CharlesWiltgen

其他已审计

作者仓库星标 977
叉子 74
许可证 MIT
作者更新于 2026年6月15日 03:09
作者仓库 Axiom

流狐档案事实层信息：领域、Agent、信任分、运行环境、权限与网络

领域: 通用
兼容 Agent: Claude Code
Cursor
Cline
Codex
Windsurf
Gemini CLI

+20
信任分: 94 / 100 · 已通过审计
作者 / 版本 / 许可: @CharlesWiltgen · MIT
Token 消耗评级: 低消耗
接入复杂程度: 即装即用
是否需要外部 API Key: 不需要
兼容的系统: 未声明（默认跨平台）
底层运行要求: 无特殊要求
文件与系统权限: 只读
允许写入 / 修改
网络行为: 允许外网请求
安装命令数: 26 条

档案由构建时根据 SKILL.md 与安装命令自动衍生，可能与作者实际意图存在差异。

需要注意： 未限定 allowed-tools，默认拥有全部工具权限。

输出预览 axiom-media.preview

---
name: axiom-media
description: Use when working with camera, photos, audio, haptics, ShazamKit, or Now Playing. Covers AVCaptur…
category: 通用
runtime: 无特殊运行时
---

# axiom-media 输出预览

## PART A: 任务判断
- 适用问题：通用任务拆解、检查和交付。
- 输入要求：目标材料、限制条件、期望输出和验收方式。
- 证据边界：围绕“Quick Reference / Decision Tree / Cross-Domain Routing”读取原文规则，不把推断写成作者承诺。

## PART B: 执行结果
- **01** 任务判断：确认你的需求是否属于通用任务拆解、检查和交付，并标出输入、限制和预期结果。
- **02** 执行计划：优先按“Quick Reference / Decision Tree / Cross-Domain Routing”拆成步骤，说明每一步会读取什么、修改什么、产出什么。
- **03** 交付结果：给出可复制的命令、文件改动、检查清单或内容草稿，并说明如何继续迭代。
- **04** 风险边界：结合 读取文件、写入/修改文件、会按任务需要访问外部网络、通常不需要额外 API Key 给出执行前确认项。

## Running Rules
- 读取文件、写入/修改文件；会按任务需要访问外部网络；通常不需要额外 API Key。
- 先小样例验证，再放大到真实任务。
- 交付时同时给结果、检查口径和下一步迭代建议。

SKILL.md SKILL.md

---
name: axiom-media
description: Use when working with camera, photos, audio, haptics, ShazamKit, or Now Playing. Covers AVCaptur…
category: 通用
source: CharlesWiltgen/Axiom
---

# axiom-media

## 什么时候使用
- axiom-media 是一个通用扩展技能，按 SKILL 适合处理通用任务拆解、检查、交付和复盘，核心价值是把输入、判断、执行、验证和交付边界固定下来，避免 Agent 泛泛回答。 把任务拆成可执行、可检查、可继续迭代的步骤；通常不需…
- 面向通用任务拆解、检查和交付，优先处理能明确输入、步骤和验收标准的工作。

## 需要提供什么
- 目标材料、目录范围、期望结果和不可改动内容。
- 是否允许联网、执行命令、读写文件或调用外部服务。

## 执行规则
- 围绕「Quick Reference / Decision Tree / Cross-Domain Routing」组织步骤，不把推断写成作者事实。
- 读取文件、写入/修改文件；会按任务需要访问外部网络；通常不需要额外 API Key。
- 先跑小样例，确认结果可检查后再扩大任务范围。

## 输出要求
- 给出最终产物、关键证据、验证方式和下一步动作。
- 信息不足时标记 unknown，不编造命令、平台或依赖。

证据边界与执行链路

作者原文负责流程事实；仓库文件负责来源和命令；流狐只补充适用场景、限制和质量判断。

skill "axiom-media" {
  输入层     -> 用户目标 + 目标文件 + 禁止范围 + 验收标准
  上下文层   -> Quick Reference / Decision Tree / Cross-Domain Routing
  规则层     -> SKILL.md 触发条件 / 执行顺序 / 输出格式
  运行层     -> 无特殊运行时 | 读取文件、写入/修改文件 | 会按任务需要访问外部网络
  安全层     -> 通常不需要额外 API Key + 小任务验证 + diff / 日志复核
  输出层     -> 可复制结果 + 检查清单 + 下一步迭代
}

解读按原文结构重写，命令、链接、术语均保留；右侧可核对作者原始 SKILL.md

先判断是否适合

核心用途：axiom-media 是一个通用扩展技能，按 SKILL 适合处理通用任务拆解、检查、交付和复盘，核心价值是把输入、判断、执行、验证和交付边界固定下来，避免 Agent 泛泛回答。把任务拆成可执行、可检查、可继续迭代的步骤；通常不需要额外 API Ke…
适用任务：更适合通用任务拆解、检查、交付和复盘，尤其是输入、步骤、验收口径可以反复复用的场景。
不宜硬套：如果任务只有一次性问答、来源材料很少，或需要作者没有说明的命令和外部服务，应先降级为普通对话。

作者设计意图

触发依据：使用时机、上下文收集、输出格式和失败处理共同决定它是否适合当前任务。
来源边界：作者原文负责事实，仓库文件负责命令和文件证据；Fluxly 只补充用途、限制和使用判断。

作者的方法与取舍

执行主线：任务围绕「Quick Reference / Decision Tree / Cross-Domain Routing」组织，把触发条件、必要上下文、执行规则和交付标准连成一条可复核的链路。
设计重点：重点不在重复教程，而在解释作者为什么规定这些步骤、哪些条件不可省略，以及结果偏离时应回到哪一层检查。
使用判断：先确认任务与原文边界一致，再决定是否启用；来源没有说明的命令、平台和依赖保持未知，不由 Fluxly 补写。

边界和复核

依赖条件：通常不需要额外 API Key，适合先用小任务验证触发是否稳定。
权限提醒：会涉及 read / write 权限，执行前要说明可读写范围、命令边界和回退方式。
质量标准：结果应包含明确产物、必要证据和下一步动作；如果只是泛泛解释，需要补充输入和验收条件后重跑。

Media

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

Quick Reference

Symptom / Task	Reference
Camera capture, AVCaptureSession	See `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`
Center Stage front camera (iPhone 17), dynamic aspect ratio, smart framing, 24/48 MP capture	See `skills/camera-capture-ref.md`
Camera freezes, black preview, rotation	See `skills/camera-capture-diag.md`
Photo pickers, library access	See `skills/photo-library.md`
PHPicker, PhotosPicker API reference	See `skills/photo-library-ref.md`
Audio, AVFoundation, spatial audio	See `skills/avfoundation-ref.md`
Audio recognition, ShazamKit	See `skills/shazamkit.md`
ShazamKit API reference	See `skills/shazamkit-ref.md`
On-device music analysis (key, tempo, structure, loudness), MusicUnderstanding (`OS27`)	See `skills/music-understanding.md`
Haptic feedback, Core Haptics	See `skills/haptics.md`
Now Playing metadata, remote commands	See `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)
CarPlay HIG, app categories, design rules, entitlements	See `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 mode	See `skills/now-playing-carplay.md`
MusicKit Now Playing	See `skills/now-playing-musickit.md`
DockKit motorized stands / gimbals, subject tracking, custom motor control	See `skills/dockkit.md`

Decision Tree

digraph media {
    start [label="Media task" shape=ellipse];
    what [label="Which media feature?" shape=diamond];

    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/shazamkit.md" [label="ShazamKit\n/ audio recognition"];
    what -> "skills/music-understanding.md" [label="music analysis\n(key/tempo/structure)"];
    what -> "skills/haptics.md" [label="haptic feedback"];
    what -> "skills/now-playing.md" [label="Now Playing\n/ remote commands"];
    what -> "skills/carplay-hig.md" [label="CarPlay app design\n/ categories / entitlements"];
    what -> "skills/dockkit.md" [label="DockKit stands\n/ gimbals / tracking"];
}

Camera capture? → skills/camera-capture.md (patterns), skills/camera-capture-ref.md (API), skills/camera-capture-diag.md (debugging)
Photo pickers / library? → skills/photo-library.md, skills/photo-library-ref.md
Audio / AVFoundation? → skills/avfoundation-ref.md
ShazamKit / audio recognition? → skills/shazamkit.md, skills/shazamkit-ref.md
On-device music analysis (key, tempo, structure, pace, instruments, loudness)? → skills/music-understanding.md (OS27)
Haptics? → skills/haptics.md
Now Playing / remote commands? → skills/now-playing.md, skills/now-playing-carplay.md, skills/now-playing-musickit.md
CarPlay app design, category selection, entitlement request? → skills/carplay-hig.md (start here for any CarPlay work)
DockKit motorized stands / gimbals, subject tracking, custom motor control? → skills/dockkit.md
Want camera code audit? → Launch camera-auditor agent (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)

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)

Anti-Rationalization

Thought	Reality
"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.
"DockKit is just pairing a stand"	Custom control needs system tracking disabled, handles inverted dock states, and two different coordinate origins.

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: "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: "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

安装命令

一键复制安装选择包管理器,点击右侧复制,粘贴到终端回车即可

npx skills add CharlesWiltgen/Axiom/axiom-codex/skills/axiom-media -y

查看通用安装教程

查看 Skill 原文

兼容工具

Claude Code
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安全审计

94 / 100

已审计

未声明 version。
未限定 allowed-tools，默认拥有全部工具权限。

元信息

来源: local
CharlesWiltgen/Axiom
许可证: MIT
English

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