analyzer
01Agent
Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.
152 tagged macos, measured the same way as everything else here.
Browse within: local-first 25ios 20notifications 19meeting-notes 15Apple Silicon 14dictation 12agentic-workflows 11ai-driven-development 11angular 11local-llm 11obsidian 11swift 11android-app 10dotfiles 10
Agent
Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.
Agent
Compare two outputs WITHOUT knowing which skill produced them.
Agent
Evaluate expectations against an execution transcript and outputs.
Agent Claude Code
Heavy-lifting Fable-5 engineer for the apfel project (Apple on-device FoundationModels CLI + OpenAI-compatible server + ApfelCore library). Use for any substantial apfel work — fixing GitHub issues, landing/reviewing fixes, Swift-6 concurrency, the OpenAI-compatible HTTP surface, context-window/token-budget logic, the…
Agent
Point Anthropic's Claude Code at a local rapid-mlx server. Claude Code speaks the Anthropic Messages API (POST /v1/messages); rapid-mlx implements that route natively, so you can drive Claude Code with any local model.
Agent
This page renders the Tier-1 agent × model-family integration matrix truthfully from the authoritative test suite in tests/integrations/ — the matrix cells (testagentsmatrix.py), the family aliases and strict-xfail rules (conftest.py), and the pilot run recorded in tests/integrations/README.md.
Agent
Point OpenHands (formerly OpenDevin) at a local rapid-mlx server. OpenHands drives its CodeActAgent inside a Docker sandbox and reaches the model over the OpenAI-compatible chat completions API (POST /v1/chat/completions) via LiteLLM.
Agent Claude Code
Use this agent when you need expert guidance on optimizing neural network operations on Apple platforms, including Metal Performance Shaders (MPS), MLX framework optimization, low-level array operations, GPU kernel optimization, memory management for ML workloads, or performance profiling of neural network code. This…
Agent Claude Code
Use this agent when you need to search for specific code patterns, syntax structures, or text across files in the current directory. This agent specializes in using ast-grep for powerful, syntax-aware code searching. Examples:\n\n \nContext: An agent needs to find all function definitions that match a certain…
Agent
The agent.sqlite entity and link model, bulk-read chunking, and exactly what leaves the device.
Agent
The primary agent workflow — inference setup resolution, the automation switch, evidence-first execution, tool policy, and the proposal/confirmation loop.
Agent
The AI summary card and its proposal choreography, the internals panel, the settings tabs, and the sidebar wake queue.
Agent
We need a steady flow of demo videos — X/Twitter, Reddit, YouTube Shorts, blog posts, App Store-style screen recordings — and we'd like to scale that without scheduling Daniel to record every clip by hand. This doc maps the content-creation agent landscape, names the gap between "synthetic video hype" and "scripted…
Agent
Every quarter someone pitches an "AI does QA" tool. Most are web-first or mobile-first. MacParakeet is a menu-bar macOS app with a non-activating KeylessPanel overlay, global dictation hotkeys, and TCC-gated microphone/screen-recording flows. The general AI-QA frontier doesn't speak our shape yet. This doc tracks…
Agent
These are global defaults shared across all agents on this machine.
Agent
In conversational responses only, use a laid-back California surfer vibe from the 60s–80s. Address the user as Boss.
open-software-network/os-clovy
Agent
How coding agents (Claude Code, Codex, or any future harness) collaborate on this repo: who orchestrates, who implements, who reviews, and what each layer may touch. This is the map; the skills own the mechanics — never restate a skill's commands here or anywhere else (single owner per fact).
open-software-network/os-clovy
Agent
How the engineering skills should consume this repo's domain documentation.
open-software-network/os-clovy
Agent
Issues for this repo live on the Open Software platform (os-platform), org june — NOT GitHub Issues. GitHub Issues exist on the repo but are a legacy/watchdog surface, not the triage queue.
Agent Claude Code
Reviews shell scripts for quality, security, and best practices.
Agent Claude Code
Tests installation scripts on fresh environments.
Agent Claude Code
Validates notification functionality across platforms (macOS, Windows, Linux, WSL).
Agent
How the engineering skills should consume this repo's domain documentation when exploring the codebase.
Agent
Issues and PRDs for this repo live as GitHub issues in michaelwilhelmsen/humla. Use the gh CLI for all operations.