Coordinate project documentation maintenance across README.md, CONTRIBUTING.md, AGENTS.md, ACCESSIBILITY.md, and ROADMAP.md by delegating to the owner document skills and auditing…
Plan and safely automate officially supported Apple Developer provisioning and CloudKit workflows through the App Store Connect REST API, Xcode-aware local discovery, cktool, and…
Use Malimite as a Ghidra-backed Apple app-package exploration front end for supported IPA files and copied ZIP or application-bundle inputs.
Plan, implement, test, and diagnose app sync contracts in server-side Swift services, including incremental change feeds, cursor or token semantics, idempotent writes, conflict…
Determine whether a specific vulnerability claim is valid, reachable, exploitable, and impactful in an authorized environment.
Bootstrap or guide a reproducible Rust Cargo project with explicit package or workspace shape, cargo new or cargo init usage, edition and MSRV checks, rust-toolchain handling,…
Query Swift types, USRs, documentation, occurrences, references, and relationships with SourceKit, SourceKitten, index stores, and IndexStoreDB.
Plan and record bounded dynamic analysis of Apple binaries using supported LLDB, Xcode, Instruments, unified logging, Simulator, physical-device, macOS VM, or research-device…
Maintain existing uv-managed FastAPI services, including route and dependency composition, typed settings, lifespan, async and integration testing, OpenAPI review,…
Build an Apple Push to Talk channel experience with system controls, ephemeral PTT pushes, audio-session ownership, and an app-owned communication backend.
Add or align a Hummingbird or Vapor executable under Services/ in an existing canonical Xcode workspace.
Guide safe Motion projects, compositions, behaviors, keyframes, generators, titles, effects, Final Cut Pro templates, publishing, render/export, and source-project preservation.
Sync repo guidance for an existing Swift Package Manager repository when the user wants to add, merge, refresh, or align AGENTS.md and package workflow guidance.
Turn Apple-platform security research evidence into a reproducible, exact-build technical report. Use when Codex must document affected hardware and OS builds, expected and…
Guide Metal game asset residency and streaming for textures, meshes, mipmaps, heaps, residency sets, sparse resources, and fast resource loading.
Coordinate independently operated external agents through durable handoffs. Use when work crosses hosts, sessions, accounts, services, queues, boards, pull requests, or…
Check Android release readiness without publishing by default, including versionCode and versionName, signing and keystore boundaries, release build types, R8/ProGuard, mapping…
Recover and validate Objective-C and Swift runtime structure from Apple binaries and generated analysis output.
Choose an F# web application framework before implementation, comparing ASP.NET Core Minimal APIs, Giraffe, Falco, Oxpecker, and Saturn by application shape, composition model,…
Design, implement, test, and package an ACP agent/server. Use for protocol negotiation, sessions, streaming updates, tool rendering, permissions, authentication, SDK choice, and…
Guide AVAudioEngine implementation and repair for Apple apps and packages, including node graph ownership, AVAudioNode attachment, input and output nodes, player scheduling, taps,…
Guide SwiftLint and SwiftFormat integration across CLI, Xcode build phases, Xcode source-editor workflows, Swift Package plugins, AppleScript, Git hooks, and GitHub Actions,…
Parse, inspect, generate, or transform source with SwiftParser and SwiftSyntax while preserving fidelity.
Choose A2A, ACP, MCP, a native host integration, a terminal thread, or a Hermes programmatic interface. Use when the direction of agent, editor, tool, or host control is unclear.
Decode and analyze suspicious scripts and active documents without triggering them. Use for shell, AppleScript, JavaScript, Python, PowerShell, shortcuts, Office files, PDFs,…
Align .NET formatting, analyzers, .editorconfig, warnings-as-errors, local tools, and validation commands for F#, C#, and mixed solutions without overriding repo-local conventions.
Guide Core Media timing and sample-buffer implementation and repair, including CMTime, CMTimeRange, CMClock, CMTimebase, CMFormatDescription, CMSampleBuffer, attachments,…
Choose the right server-side JVM project shape before implementation, including Java versus Scala language choice, Gradle/Maven/SBT ownership, framework fit, validation commands,…
Maintain existing uv-managed FastMCP servers, including transport and lifespan behavior, tool/resource/prompt curation, authorization and input boundaries, client integration…
Author, test, tune, and document YARA-X detection rules from validated artifact evidence. Use when malware, suspicious files, scripts, documents, or binary features need local…
Design, generate, implement, test, and diagnose Swift OpenAPI and RPC-style server contracts using Swift OpenAPI Generator, OpenAPIRuntime, OpenAPIHummingbird, OpenAPIVapor,…
Explore Apple and Swift documentation across Xcode MCP docs, Dash, and official web docs, including search, browse, source selection, local-docs fallback, and optional Dash…
Install, update, migrate to, configure, run, secure, and troubleshoot Hermes Agent across its CLI, TUI, desktop, dashboard, profiles, tools, skills, memory, models, goals, voice,…
Choose the right cloud AI inference, model training, model conversion, or GPU infrastructure path before implementation.
Guide Apple game profiling and performance-evidence work in Xcode and Instruments. Use when Codex investigates frame pacing, stutter, FPS, CPU/GPU overlap, Time Profiler evidence,…
Build or modify an Oxpecker web application in idiomatic F#, using endpoint routing, functional EndpointHandler and EndpointMiddleware composition, ASP.NET Core metadata, and…
Diagnose Python uv sync, lock, import, test, Ruff, mypy, FastAPI, FastMCP, packaging, and CI failures with concrete phase classification and next checks.
Inspect and maintain Android Gradle and Android Gradle Plugin workflows, including Gradle wrapper policy, AGP and Kotlin plugin versions, Java toolchains, Android SDK settings,…
Work at the Expo SDK 56+ inline native module boundary with current Expo docs, live project inspection, TypeScript interface generation, and explicit Apple Dev Skills handoffs.
Guide safe GarageBand projects, audio and MIDI recording, Apple Loops, arrangement, automation, movie soundtrack work, export, and Logic Pro handoffs.
Plan, build, and validate ASP.NET Core service surfaces for F#, C#, or mixed .NET solutions using explicit project ownership, configuration, endpoints, tests, and dotnet CLI…
Organize Swift source trees and files by concern, feature, and layer; split oversized files, extract extension files, normalize MARK sections, file headers, and TODO/FIXME ledgers…
Build an iMessage app or collaboration feature with Messages extensions, interactive message sessions, and Shared with You without implying server-side access to personal…
Compatibility workflow surface for broad or legacy Xcode execution requests. Use when older references still point at xcode-app-project-workflow and route the request into…
Plan, implement, test, and diagnose HTTP/3 or QUIC work, including RFC-backed source checks, ALPN, Alt-Svc, TLS, UDP reachability, QUIC streams and datagrams, HTTP semantics over…
Guide safe Logic Pro projects, audio and MIDI device preflight, recording, arrangement, routing, mixing, bounce and stem delivery, and MainStage handoffs.
Audit and repair SwiftUI code toward self-contained declarative components, local reactive state, framework-native data flow, and simple reusable view interfaces.
Plan, run, filter, and triage Android tests and lint, including local unit tests, instrumentation and Compose UI test handoffs, Gradle variant tasks, lint configuration, lint…
Create preservation-grade inventories and immutable working practices for compiled artifacts and reverse-engineering research.
Route Hermes Agent work to the correct operator, extension-development, messaging-gateway, Nous services, or Socket compatibility workflow.
Maintain docs/architecture/ARCHITECTURE.md, SLICES.md, and architecture.json for a repository's product/module architecture and provable code slices.
Normalize and triage a supplied vulnerability report, scanner result, advisory, CVE, proof of concept, bug bounty submission, security ticket, or researcher note.
Plan, implement, test, and diagnose direct SwiftNIO work in server-side Swift packages, including EventLoopGroup ownership, Channel pipelines, ChannelHandlers, ByteBuffer usage,…
Maintain project-local AGENTS.md files through deterministic audit and bounded apply modes. Use when a repository's AGENTS.md needs auditing, normalization, or bounded fixes for…
Choose File Provider for Apple remote-storage synchronization or scoped macOS Finder Sync UI. Use when a feature needs cloud-backed files or Finder decoration without confusing…
Build a local-first Python agent service with typed tools, exact model capability checks, evaluation fixtures, and safe promotion gates.
Guide SwiftUI animation design, implementation, repair, and validation across withAnimation, animation(_:value:), transactions, transitions, content transitions,…
Select and configure an isolation boundary before inspecting or executing untrusted content. Use when choosing among local read-only analysis, a disposable container, Linux VM,…
Install, launch, validate, and diagnose existing ACP agents across Zed, Xcode, and other clients. Use for registry discovery, custom launch commands, auth, capabilities, sessions,…
Sync repo guidance for an existing native Apple app repository managed through Xcode when the user wants to add, merge, refresh, or align AGENTS.md and project workflow guidance.