AI & LLM Engineering · macOS · For developers

Guides building on-device multi-agent apps in Swift with the AgentSquad framework: which agent, orchestrator, classifier, storage or voice type fits each situation.

2FastLabs/agent-squad

Autonomous performance optimization: research, PoC, benchmark, implement, review, PR

raullenchai/Rapid-MLX

Hook an app, game or script up to the local mlx-serve server for LLM chat, embeddings, image, speech, music, sound effect, video and 3D generation, and Laya/Kev/Clef typed decisions.

ddalcu/mlx-serve

mlx-serve pre-release validation checklist, CalVer versioning, release steps, and CHANGELOG style.

ddalcu/mlx-serve

mlx-serve benchmarking methodology — bench.sh/llmprobe usage, comparison-trap rules (same-methodology cells only, spec-decode variance, thermal lies, engine naming), perf-claim etiquette.

ddalcu/mlx-serve

Turn llmprobe reports into the charts a perf PR embeds (one line per arm across context size, every point labelled, machine and model in the caption) and host them so the PR body renders them.

ddalcu/mlx-serve

当任务需要创建、修改、扩展或重组阿里云 SLS 的 dashboard JSON 或可导入的大盘配置时使用；尤其适用于线上大盘、强对比的分析看板、已校验的查询包，或需要专业中文标签与指标定义的运维向大盘。

alibaba/loongsuite-pilot

Maintain and extend AFM (maclocal-api), a Swift OpenAI-compatible local LLM server and CLI for Apple Foundation Models, MLX models, API gateway proxying, and Vision OCR.

scouzi1966/maclocal-api

Prepare a macOS or Ubuntu machine for edge-e3 development, diagnose missing Verilator/LLVM/Python dependencies, initialize the public repository, and answer or act on the example prompts in the root…

exeex/edge-cores

把一段中文（或任意 Whisper 支持语言）的会议/面试录音用本地 Whisper large-v3 转成文本，再清洗成带说话人标签、修过 ASR 错字、分好章节的 markdown 文档（可选再转成 docx）。跨平台（macOS Apple Silicon 用 mlx-whisper，Windows/Linux/Intel Mac 用…

xiaopengde/murmur

AI Agent自动剪辑旅行Vlog的完整工作流。从原始素材到成品视频，系统级只需ffmpeg，其余在Python venv内完成。by nyx研究所 (GitHub @znyupup · B站/小红书 @nyx研究所)

znyupup/ai-video-editing-skill

基于 helpfile 工程经验，协助 agent 配置 CV 主机和边缘设备环境、编译视觉与推理依赖、接入摄像头视频并打包部署服务。适用于 Ubuntu、CentOS、Windows、macOS、Jetson、树莓派和 RK3399 的 CV 工程实施与故障排查，以及相关移动端配套工具；模型训练和纯算法设计不属于本技能主线。

LMIXR/CV_Deployment_skill

Google Coral Edge TPU — real-time object detection natively (macOS / Linux)

SharpAI/DeepCamera

把本地长视频/音频转写成文字稿 + 可选字幕，纯本地（不上传云端），用 sherpa-onnx X-ASR Zipformer transducer 模型（int8 量化、中英双语、自动标点）。已在 macOS Apple Silicon（int8 + AMX，~100× 实时）、Linux ARM64（CPU，~32× 实时）与 Windows（PowerShell…

ysyecust/lecture-to-notes

Build or modify Apple Foundation Models features in Swift, SwiftUI, iOS, and macOS apps.

rryam/FoundationModelsKit

Claude Inspector macOS 배포 스킬. An agent skill from kangraemin/claude-inspector.

kangraemin/claude-inspector

Generate or edit images via GPT Image 2.5 Flare or Sunburst through DroidProxy Codex OAuth (no OPENAIAPIKEY).

nikships/droidproxy

基于 LoongSuite Pilot / AI Coding Agent 日志生成事件洞察、组织洞察、数据质量、研发效能和 AI Native 使用类 SLS 报表时使用；包含 AI Coding 事件表语义，以及团队报表可选的部门维表、deptuser 组织关系、指标口径和公共 CTE，通常与 sls-dashboard-builder 一起使用。

alibaba/loongsuite-pilot

Test a pre-built afm binary at any path — runs pre-flight safety checks, then any combination of unit tests, assertions, smart analysis, promptfoo evals, batch validation, OpenAI compat, GPU…

scouzi1966/maclocal-api

Run the maclocal-api (AFM/MLX) test suite — automated assertions and smart analysis.

scouzi1966/maclocal-api

A step-by-step workflow for pointing the OpenAI Codex CLI at an OmniRoute gateway on Linux, macOS or Windows, plus settings that keep multi-hour sessions alive.

diegosouzapw/OmniRoute

A skill your agent uses when testing tool call reliability between OpenCode and afm — captures streaming XML tool call errors, classifies them as afm translation bugs vs model generation errors, and…

scouzi1966/maclocal-api

Add support for a new HuggingFace MLX model to AFM. An agent skill from scouzi1966/maclocal-api.

scouzi1966/maclocal-api

Run OpenMed models fully on-device with the MLX (Apple Silicon), CoreML (iOS/macOS), or ONNX/WebGPU (cross-platform/browser) backends, including convert-quantize-run workflows.

maziyarpanahi/openmed

Build, test, and publish an afm-next nightly release — full from-scratch build, user testing pause, GitHub release, and Homebrew tap update.

scouzi1966/maclocal-api

Embeds native Android, iOS, or macOS views into a Flutter app.

btwld/superdeck

Tokenize, tag, and analyze natural language text using Apple's NaturalLanguage framework and translate between languages with the Translation framework.

dpearson2699/swift-ios-skills

使用本地 ASR 服务将音频或视频文件转录为带时间戳和说话人的 Markdown，Apple Silicon 默认使用 MOSS-MLX，保留 FunASR 原生及 ONNX 管线供显式选择；支持认领式声纹注册，本人声纹注册后自动识别标注。支持 mp4、mov、mp3、wav、m4a 等格式；用于会议记录、电话录音、视频字幕和播客转录。

cat-xierluo/legal-skills

A skill your agent uses when promoting afm to a stable release — builds from main HEAD or a nightly commit, verifies patches, updates Homebrew stable tap (afm.rb), builds a PyPI wheel, updates…

scouzi1966/maclocal-api

本地向量知识库，支持按项目管理文档（docx/doc/pdf/md），语义检索。默认用硅基流动免费 API，零模型安装即可使用。支持多项目隔离、中文制度文档专用切片、Embedding+Rerank 两阶段检索。触发词：知识库、向量检索、RAG、制度检索、文档入库、语义搜索、local…

nigo81/nigo-skills

Configure auto-configure Ollama when user needs local LLM deployment, free AI alternatives, or wants to eliminate hosted API costs.

jeremylongshore/tons-of-skills-marketplace

AI 模型文件逆向与静态分析：ONNX/PyTorch/Safetensors/TFLite 格式解析、 网络结构还原、权重提取、文件级水印分析（权重 pattern/metadata/tensor hash/embedding 异常）。

dslsdzc/rev-skills

Guidance for Microsoft Defender for Endpoint (MDE) — enterprise endpoint security with next-gen AV, EDR, attack surface reduction (ASR), Defender Vulnerability Management, automated investigation…

vinayaklatthe/microsoft-security-skills