gaelic-ghost
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- 13 hours ago last updated
- ▌ CI Workflow 2 · gaelic-ghostDesign and maintain .NET CI workflows for F#, C#, and mixed solutions with SDK setup, restore, build, test, format checks, package checks, caching, and matrix decisions.
- ▌ Package Workflow 2 · gaelic-ghostValidate .NET package surfaces for F# and C# libraries with project metadata, dotnet pack, local package smoke checks, semantic versioning, and release-boundary guidance.
- ▌ Testing Workflow 2 · gaelic-ghostRun, filter, debug, and explain .NET tests for F#, C#, and mixed solutions using dotnet test while respecting repo-local test framework choices.
- ▌ Testing Workflow 3 · gaelic-ghostRun, filter, debug, and explain server-side JVM tests across Gradle, Maven, SBT, Java, Scala, JUnit, ScalaTest, MUnit, unit, integration, contract, and service-level test surfaces.
- ▌ Choose Project Shape 2 · gaelic-ghostChoose the right .NET project shape before implementation, including F# versus C# language choice, solution layout, validation commands, package boundaries, and documentation updates.
- ▌ Tooling Style Workflow 2 · gaelic-ghostAlign .NET formatting, analyzers, .editorconfig, warnings-as-errors, local tools, and validation commands for F#, C#, and mixed solutions without overriding repo-local conventions.
- ▌ Choose Project Shape 3 · gaelic-ghostChoose the right Android project, app, library, module, language, UI, build, test, lint, signing, release, or dependency-maintenance shape before implementation. Use when Android work needs routing across Kotlin, Java, Gradle, Android Gradle Plugin, Compose, XML views, emulator-aware validation, release readiness, or server-side JVM handoffs.
- ▌ Apple Communication Workflow · gaelic-ghostRoute an Apple communication request to iMessage collaboration, communication notifications, Push to Talk, VoIP calling, default-app, or macOS companion workflows before implementation.
- ▌ Choose Hermes Agent Workflow · gaelic-ghost bundleRoute Hermes Agent work to the correct operator, extension-development, messaging-gateway, Nous services, or Socket compatibility workflow. Use when a request spans surfaces or its extension boundary is unclear.
- ▌ Operate Hermes Agent Gateway · gaelic-ghost bundleConfigure, run, secure, and troubleshoot Hermes Agent messaging gateways, platform adapters, webhooks, API server, long-lived profiles, and remote deployments across built-in and custom channels.
- ▌ Tvos App Experience Workflow · gaelic-ghost bundleGuide remote-first tvOS SwiftUI and UIKit decisions: focus navigation, Large Text, Apple TV capability gates, and TVMLKit migration. Use for Apple TV interaction, focus geometry, accessibility, or platform-boundary questions.
- ▌ Tvos Media Playback Workflow · gaelic-ghost bundleGuide tvOS media playback: AVKit-first player choice, custom escalation, remote commands, Now Playing, and validation. Use for AVPlayerViewController, MPRemoteCommandCenter, playback focus, or media-control boundaries.
- ▌ Build Hermes Agent Extensions · gaelic-ghost bundleBuild Hermes Agent skills, Python plugins, specialized providers, messaging adapters, memory and context engines, secret sources, desktop or dashboard extensions, MCP integrations, hooks, and programmatic hosts.
- ▌ Choose Swift Language Tooling · gaelic-ghost bundleChoose SwiftSyntax, compiler, SourceKit, SourceKitten, IndexStoreDB, or SourceKit-LSP by information and project model. Use before Swift tooling work when Swiftly and Xcode may resolve different binaries.
- ▌ Evaluate Jailbreak Resilience · gaelic-ghost bundleEvaluate authorized jailbreak and prompt-injection resilience with reproducible attacks, budgets, graders, and side-effect boundaries. Use for controlled checkpoints, local harnesses, or explicitly authorized systems.
- ▌ Github Collaboration Workflow · gaelic-ghost bundlePrepare and maintain GitHub pull requests, reviews, issues, CI triage, and durable handoffs. Use for collaboration work after local Git changes exist; not for GitHub settings or release publication.
- ▌ Linux Development Vm Workflow · gaelic-ghost bundlePrepare and reset persistent Linux development guests on macOS. Use when comparing container machine, Lima or Colima, and full VMs for distros, init systems, services, custom boot, disks, Rosetta, or nested virtualization.
- ▌ Macos Development Vm Workflow · gaelic-ghost bundlePrepare and reset clean macOS development guests on Apple silicon. Use for restore-image compatibility, VM identity, installation, resources, OS-version testing, signing, privacy, and disposable macOS research guests.
- ▌ Maintain Project Contributing · gaelic-ghost bundleMaintain CONTRIBUTING.md as the contributor-facing member of the canonical four-document repository suite.
- ▌ Operate A2a Agent Integration · gaelic-ghost bundleConnect, expose, validate, and troubleshoot Agent2Agent (A2A) peers. Use for Agent Cards, peer authentication, message and task lifecycles, streaming, push notifications, or Hermes A2A across process, machine, or framework boundaries.
- ▌ Operate Acp Agent Integration · gaelic-ghost bundleInstall, launch, validate, and diagnose existing ACP agents across Zed, Xcode, and other clients. Use for registry discovery, custom launch commands, auth, capabilities, sessions, and logs.
- ▌ Prepare Isolated Analysis Lab · gaelic-ghost bundlePrepare a verified disposable Linux or macOS analysis lab from an approved isolation decision. Use before active research to control host integration, networking, baseline, monitoring, evidence export, reset, and teardown.
- ▌ Steer Language Model Behavior · gaelic-ghost bundleImplement and evaluate activation steering, representation engineering, logit changes, or weight-space interventions. Use when changing model behavior without ordinary fine-tuning or sweeping layer, strength, and persistence choices.
- ▌ Swift Syntax Tooling Workflow · gaelic-ghost bundleParse, inspect, generate, or transform source with SwiftParser and SwiftSyntax while preserving fidelity. Use for Swift codemods, structural linting, generators, syntax-aware edits, or macro trees without inferred types.
- ▌ Ablate Refusal Representations · gaelic-ghost bundleReproduce and evaluate refusal-direction ablation on controlled checkpoints. Use when estimating refusal representations, applying activation or weight orthogonalization, measuring behavior change, or comparing ablated artifacts.
- ▌ Inspect Macos Runtime Activity · gaelic-ghost bundleCorrelate suspicious macOS process, file, network, permission, and log activity. Use for unexpected processes, downloads, open files, DNS, privacy prompts, alerts, file mutations, injected executables, and Endpoint Security evidence.
- ▌ Operate Agentic Security Tools · gaelic-ghost bundleOperate security tools through an AI agent with explicit authority boundaries. Use when an agent may invoke CLIs, GUI apps, browser automation, MCP servers, scanners, sandboxes, or containment actions with constrained approvals and logging.
- ▌ Prepare Language Model Dataset · gaelic-ghost bundlePrepare language-model training, preference, red-team, or evaluation datasets. Use when collecting, filtering, deduplicating, templating, splitting, or auditing examples for provenance, leakage, consent, or sensitive data.
- ▌ Repository Operations Workflow · gaelic-ghost bundleRoute repository work to focused Git, GitHub, documentation, worktree, settings, or release workflows. Use first when a request spans several repository operations or the correct owner is unclear.
- ▌ Research Model Representations · gaelic-ghost bundleDesign causal research into model activations, features, attention, residual streams, probes, and circuits. Use when locating behavior, testing a direction or feature, comparing layers, or reproducing interpretability research.
- ▌ Scope Authorized Security Test · gaelic-ghost bundleDefine authorization, targets, rules, safety controls, and stop conditions before active security testing. Use for penetration tests, scans, exploit validation, web or API tests, network probing, bug bounty, or agent-driven testing.
- ▌ CI Workflow · gaelic-ghostDesign, inspect, and align Rust CI workflows with local Cargo validation, including cargo fmt, cargo clippy, cargo test, cargo build, cargo doc, cargo package, workspace package selection, feature matrices, MSRV checks, rustup toolchain setup, Clippy warnings-as-errors policy, caches, artifacts, and GitHub Actions-style automation.
- ▌ Perform Static Malware Analysis · gaelic-ghost bundleAnalyze a suspicious artifact without executing it. Use for binaries, apps, packages, archives, scripts, libraries, extensions, firmware, or payloads when metadata, signatures, imports, strings, resources, and obfuscation need inspection.
- ▌ Research Macos Security Control · gaelic-ghost bundleResearch one macOS security control on an exact build, separating public contracts, private evidence, and hypotheses. Use for TCC, sandbox, entitlements, Gatekeeper, XProtect, Hardened Runtime, SIP, or system-policy changes.
- ▌ Conversation State Human Handoff · gaelic-ghostPlan conversation identity, state, consent, escalation, transcript, and human-handoff behavior for bots and business messaging agents.
- ▌ Coordinate Worktrees And Threads · gaelic-ghost bundleAssign worktree, branch, write, validation, integration, and cleanup ownership before parallel repository work. Use when a worker will inspect or modify repository state outside the coordinator's worktree.
- ▌ Perform Dynamic Malware Analysis · gaelic-ghost bundleObserve suspicious content in a disposable environment. Use when execution, process ancestry, file changes, persistence, network behavior, payloads, or user interaction need measurement after static analysis with isolation and teardown.
- ▌ Swift Package Extension Workflow · gaelic-ghost bundlePlan and validate SwiftPM build or command plugins, macros, package traits, generated sources, permissions, and Xcode handoffs. Use for Package.swift extension work or Swiftly/Xcode capability differences.
- ▌ Swift Semantic Indexing Workflow · gaelic-ghost bundleQuery Swift types, USRs, documentation, occurrences, references, and relationships with SourceKit, SourceKitten, index stores, and IndexStoreDB. Use for file-local semantics or project-wide symbol questions.
- ▌ Choose Agent Integration Protocol · gaelic-ghost bundleChoose 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.
- ▌ Choose Macos Virtualization Shape · gaelic-ghost bundleChoose the smallest macOS-hosted boundary for development, compatibility, or authorized security research. Use when deciding among the host, containers, container machine, full Linux or macOS VMs, remote systems, or physical Macs.
- ▌ Cloud Deployment Routing Workflow · gaelic-ghostChoose a cloud deployment path before implementation. Route AWS work to the official AWS Agent Toolkit and Azure work to Microsoft's Azure Skills plugin while keeping credentials, regions, and mutation boundaries explicit.
- ▌ Virtualization Framework Workflow · gaelic-ghost bundleBuild and diagnose custom macOS and Linux VM hosts with Apple's Virtualization framework. Use for platform and boot configuration, devices, VM bundles, lifecycle, save and restore, UI, entitlements, and framework errors.
- ▌ Default Communication App Workflow · gaelic-ghostPlan iOS and iPadOS default messaging, calling, dialer, and carrier messaging app roles while separating documented system integrations from an app-owned macOS companion implementation.
- ▌ Google Meet Collaboration Workflow · gaelic-ghostPlan and validate Google Meet add-ons, conference REST integrations, event subscriptions, artifacts, and preview media API work.
- ▌ Macos Privacy Permissions Workflow · gaelic-ghost bundleDiagnose macOS privacy permissions from the operation and responsible executable. Use for Accessibility, Automation, Developer Tools, recording or input, protected data, Full Disk Access, PPPC, prompts, Settings, resets, and helpers.
- ▌ Macos Sandbox File Access Workflow · gaelic-ghost bundleDesign and diagnose macOS file access. Use for App Sandbox, App Groups, user selection, security-scoped bookmarks across relaunches, helpers or extensions, stale access, TCC overlap, POSIX or ACL, Data Vault, and SIP denials.
- ▌ Swift Compiler Inspection Workflow · gaelic-ghost bundleInspect Swift toolchain selection, driver jobs, diagnostics, AST, SIL, LLVM IR, dependencies, modules, and interfaces. Use for compiler behavior, lowering, build-job, or emitted-artifact investigations.
- ▌ App Extension Architecture Workflow · gaelic-ghost bundleRoute Apple app-extension work across extension points, targets, isolation, entitlements, shared containers, lifecycle, privacy, testing, signing, distribution, and handoffs. Use when the extension point is not settled.
- ▌ Flash · gaelic-ghostrunpod-flash SDK and CLI for deploying AI workloads on Runpod serverless GPUs/CPUs.
- ▌ Package Workflow · gaelic-ghostPrepare and validate Rust Cargo package surfaces, including Cargo.toml metadata, rust-version and MSRV policy, license/readme/repository fields, include and exclude rules, path dependency restrictions, Cargo.lock policy, cargo package dry runs, and publish versus no-publish decisions. Use for publishable crates, package metadata cleanup, crates.io readiness, or release-adjacent Rust package checks.
- ▌ Testing Workflow · gaelic-ghostPlan, run, and triage Rust tests with Cargo, including unit tests, integration tests, documentation tests, examples compiled by cargo test, targeted reruns, feature matrices, workspace package selection, and failure explanation. Use when adding tests, running Rust validation, or diagnosing cargo test failures.
- ▌ Communication Notifications Workflow · gaelic-ghostImplement Apple communication and Time Sensitive notifications with intent donation, Focus behavior, and a bounded Notification Service Extension processing path.
- ▌ Build CLI Project · gaelic-ghostImplement Rust command-line tools after the project shape is chosen, including argument parsing boundaries, command dispatch, stdin/stdout/stderr behavior, exit codes, configuration input, error messages, tests, and Cargo validation. Use for Rust CLI feature work, CLI refactors, or new binary crate implementation.
- ▌ Analyze Suspicious Script Or Document · gaelic-ghost bundleDecode and analyze suspicious scripts and active documents without triggering them. Use for shell, AppleScript, JavaScript, Python, PowerShell, shortcuts, Office files, PDFs, profiles, macros, embedded objects, and staged payloads.
- ▌ Diagnose Project · gaelic-ghostDiagnose .NET SDK, restore, build, test, package, target framework, F# compile-order, C# analyzer, and project-reference failures with concrete next checks.
- ▌ Upgrade Workflow · gaelic-ghostPlan and validate .NET SDK, target framework, package, and language-version upgrades for F#, C#, and mixed solutions with compatibility checks and staged validation.
- ▌ File Provider And Finder Sync Workflow · gaelic-ghost bundleChoose 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 Finder Sync with a sync engine.
- ▌ Build Library Crate · gaelic-ghostImplement reusable Rust library crates after the project shape is chosen, including public API design, module visibility, error types, feature flags, documentation examples, unit tests, integration tests, doctests, and Cargo validation. Use for Rust library implementation, API refactors, crate-boundary cleanup, or package-facing behavior.
- ▌ Imessage App And Collaboration Workflow · gaelic-ghostBuild an iMessage app or collaboration feature with Messages extensions, interactive message sessions, and Shared with You without implying server-side access to personal conversations.
- ▌ Tipkit Workflow · gaelic-ghost bundleAdd, configure, present, style, test, and troubleshoot Apple TipKit tips in SwiftUI, UIKit, and AppKit using current Apple documentation. Use for Tip protocol definitions, Tips.configure, TipView inline tips, popoverTip tooltip popovers, TipUIView, TipUIPopoverViewController, TipNSView, TipNSPopover, rules, parameters, events and donations, actions, invalidation, display frequency, persistent datastores, testing overrides, and tips that do not appear or reappear correctly.
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- ▌ Bootstrap Solution · gaelic-ghostBootstrap or guide a reproducible .NET solution with explicit F# or C# language choice, SDK selection, project layout, test project setup, and initial validation commands.
- ▌ Python CI Workflow · gaelic-ghost bundleDesign and maintain Python CI workflows around uv, pytest, Ruff, mypy, package build checks, dependency caching, Python version matrices, and local-command parity.
- ▌ Choose Project Shape · gaelic-ghostChoose the right Rust project shape before implementation, including crate type, Cargo package or workspace layout, edition and MSRV checks, validation commands, package boundaries, and documentation updates. Use when a user wants to start, restructure, or extend a Rust project and the binary, library, workspace, CLI, service, proc macro, FFI, embedded, no_std, or maintenance shape is not already settled.
- ▌ Docker Workflow · gaelic-ghostAuthor and diagnose Dockerfile and OCI runtime definitions for server-side Swift while GitHub Actions exclusively builds, tests, publishes, and deploys Linux images.
- ▌ Build Csharp Project · gaelic-ghostBuild or modify idiomatic C# .NET projects using nullable-aware APIs, records/classes, async/task behavior, analyzer conventions, tests, and repo-local validation.
- ▌ Build Fsharp Project · gaelic-ghostBuild or modify idiomatic F# .NET projects using explicit modules, domain types, functional data flow, file ordering, async/task interop, tests, and repo-local validation.
- ▌ Tooling Style Workflow · gaelic-ghostAlign Rust formatting, linting, toolchain, and CI behavior with repository policy, including cargo fmt, rustfmt style edition, cargo clippy, rust-toolchain.toml, MSRV checks, warnings-as-errors decisions, and validation command selection. Use when configuring or fixing Rust style, lint, toolchain, or CI workflows.
- ▌ Build Java Service · gaelic-ghostImplement and maintain idiomatic Java backend services, including package structure, records, sealed types, nullability, optionals, exceptions, concurrency, dependency boundaries, API and persistence seams, tests, and human-friendly diagnostics.
- ▌ Swiftdata Workflow · gaelic-ghost bundleDesign, implement, migrate, test, and integrate SwiftData persistence in Apple apps using current Apple documentation. Use for @Model schemas, ModelContainer and ModelContext ownership, @Query integration, relationships, uniqueness, deletion, concurrency, migrations, preview or test stores, and boundaries between persistent models, runtime domain values, records, and DTOs.
- ▌ Fsharp Csharp Interop · gaelic-ghostDesign and maintain explicit F# and C# boundaries in mixed .NET solutions, including project references, public API shape, async/task interop, nullability, options, records, and package-facing contracts.
- ▌ Bootstrap Cargo Project · gaelic-ghostBootstrap 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, test layout, and initial validation commands. Use after the Rust project shape is settled or when adding a new Cargo package to an existing repository.
- ▌ Build Scala Service · gaelic-ghostImplement and maintain idiomatic Scala backend services, including immutable data modeling, algebraic data types, options/eithers, effect or future-based async boundaries, framework routing, module design, tests, and functional service structure.
- ▌ App Sync Workflow · gaelic-ghostPlan, implement, test, and diagnose app sync contracts in server-side Swift services, including incremental change feeds, cursor or token semantics, idempotent writes, conflict handling, optimistic concurrency, deleted-record/tombstone behavior, background job handoffs, API-shape coordination, and Vapor or Hummingbird integration.
- ▌ Swiftnio Workflow · gaelic-ghostPlan, implement, test, and diagnose direct SwiftNIO work in server-side Swift packages, including EventLoopGroup ownership, Channel pipelines, ChannelHandlers, ByteBuffer usage, back-pressure, nonblocking I/O, protocol implementations, EmbeddedChannel tests, and handoffs back to Vapor or Hummingbird when a higher-level framework is the better fit.
- ▌ Swift API Style Workflow · gaelic-ghostReview, design, or repair Swift APIs for Swifty naming, call-site ergonomics, access control, typed result shapes, human-friendly errors, and consistency across sibling symbols. Use swift-error-handling-style-workflow for deeper failure-shape decisions.
- ▌ Sf Symbols Workflow · gaelic-ghost bundleGuide SF Symbols selection, inspection, customization, rendering modes, variable color, symbol effects, animated symbols, custom symbols, accessibility semantics, availability checks, and Apple app integration. Use when a task mentions SF Symbols, the SF Symbols app, systemImage names, symbolRenderingMode, foregroundStyle palette or hierarchical color, multicolor symbols, variableValue, symbolEffect, custom symbol templates, symbol export, asset-catalog symbol resources, or choosing symbols for SwiftUI, AppKit, UIKit, or watchOS UI.
- ▌ Choose Service Shape · gaelic-ghostChoose the right server-side JVM project shape before implementation, including Java versus Scala language choice, Gradle/Maven/SBT ownership, framework fit, validation commands, package boundaries, Android handoffs, and documentation updates.
- ▌ App Intents Workflow · gaelic-ghost bundleDesign, implement, validate, and troubleshoot App Intents, App Entities, App Shortcuts, and system-surface integrations. Use when exposing a focused app action or content to Siri, Spotlight, Shortcuts, widgets, controls, Live Activities, or hardware interactions.
- ▌ Format Swift Sources · gaelic-ghost bundleGuide SwiftLint and SwiftFormat integration across CLI, Xcode build phases, Xcode source-editor workflows, Swift Package plugins, AppleScript, Git hooks, and GitHub Actions, including exporting SwiftFormat for Xcode settings into a checked-in project config file. Use this first when a later source-organization pass needs a clean formatting baseline.
- ▌ Swiftui Liquid Glass · gaelic-ghost bundleDesign, implement, review, and validate SwiftUI Liquid Glass interfaces across iOS and macOS. Use when choosing native glass effects, grouped glass surfaces, glass button styles, morphing transitions, availability fallbacks, or removing conflicting custom chrome.
- ▌ Companion Clis · gaelic-ghostCompanion CLIs for Runpod workflows — HuggingFace, GitHub, Docker, and AWS.
- ▌ Diagnose Python Project · gaelic-ghost bundleDiagnose Python uv sync, lock, import, test, Ruff, mypy, FastAPI, FastMCP, packaging, and CI failures with concrete phase classification and next checks.
- ▌ Python Package Workflow · gaelic-ghost bundleValidate Python package surfaces with pyproject metadata, uv-managed builds, dependency boundaries, local smoke checks, semantic versioning, and release-boundary guidance.
- ▌ Python Upgrade Workflow · gaelic-ghost bundlePlan and validate Python version, dependency, uv lockfile, FastAPI, FastMCP, Pydantic, Ruff, mypy, pytest, and package metadata upgrades with staged checks.
- ▌ Gradle Agp Workflow · gaelic-ghostInspect and maintain Android Gradle and Android Gradle Plugin workflows, including Gradle wrapper policy, AGP and Kotlin plugin versions, Java toolchains, Android SDK settings, namespaces, variants, flavors, signing config, version catalogs, dependencies, generated sources, build cache boundaries, and targeted assemble, test, lint, or bundle tasks.
- ▌ Scenekit Game Workflow · gaelic-ghost bundleGuide SceneKit game implementation, repair, and maintenance. Use when Codex works on SCNScene, SCNView, SCNNode, cameras, lights, materials, geometry, animation, 3D physics, .scn files, .scnassets, model assets, SceneKit and SwiftUI/AppKit/UIKit integration, or RealityKit migration handoffs.
- ▌ Build Tooling Workflow · gaelic-ghostInspect and maintain server-side JVM build tooling across Gradle, Maven, and SBT, including wrapper policy, Java toolchains, dependencies, multi-module boundaries, local run commands, tests, package tasks, and machine-local dependency guardrails.
- ▌ Openapi Rpc Workflow · gaelic-ghostDesign, generate, implement, test, and diagnose Swift OpenAPI and RPC-style server contracts using Swift OpenAPI Generator, OpenAPIRuntime, OpenAPIHummingbird, OpenAPIVapor, SwiftPM plugins, Dash docsets, official GitHub/SPI documentation, and clear handoffs to Vapor or Hummingbird workflows.
- ▌ Persistence Workflow · gaelic-ghostPlan, build, test, and diagnose server-side Swift persistence, database, ORM, model, migration, query, transaction, and repository work for Vapor, Hummingbird, Fluent, and SwiftPM services.
- ▌ Swift Format Style Workflow · gaelic-ghostAlign SwiftFormat, SwiftLint, formatter and linter responsibility, checked-in style config, Git hooks, and CI formatting policy for Swift repositories. Use for shared Swift style and formatting before source-organization or modernization passes.
- ▌ Dockerized Service Release Deployment Workflow · gaelic-ghost bundleCreate a Dockerized-service release contract with clean GitHub Actions builds, main-anchored tags, immutable digest manifests, published-release deployments, production approval, health checks, and exact-digest rollback.
- ▌ Build Kotlin Android · gaelic-ghostImplement Kotlin-first Android app or library changes, including activities, fragments, services, receivers, Compose UI, XML/AppCompat UI, AndroidX, lifecycle-aware coroutines, state, persistence touchpoints, resources, accessibility labels, navigation touchpoints, tests, lint, and validation while preserving repo conventions.
- ▌ Author Swift Docc Docs · gaelic-ghost bundleAuthor and review DocC content in Swift components, including symbol comments, articles, extension files, landing pages, topic groups, and light tutorial-aware review. Use when the user wants help writing or reviewing DocC content, checking DocC structure or content correctness, or deciding which execution surface owns generation and export.
- ▌ Xcode Testing Workflow · gaelic-ghost bundleGuide Swift Testing, XCTest, XCUITest, XCUIAutomation-oriented mechanics, code coverage, xctestplan matrices, accessibility-verification follow-through, test filtering, retries, diagnostics, and test-specific fallback work in existing Xcode-managed projects and workspaces. Use when Xcode-aware execution is needed and the task is primarily about testing rather than build or run work.
- ▌ Choose Apple Game Stack · gaelic-ghost bundleChoose the right Apple platform game-development stack before implementation. Use when Codex needs to route a game task across SpriteKit, SceneKit, RealityKit, Metal, GameplayKit, Game Controller, Core Haptics, GameKit, SwiftUI/AppKit/UIKit host surfaces, assets, profiling, or Apple Dev Skills handoffs.
- ▌ Spritekit Game Workflow · gaelic-ghost bundleGuide SpriteKit game implementation, repair, and maintenance. Use when Codex works on SKScene, SKView, SKNode, actions, particles, cameras, constraints, 2D physics, tile maps, SpriteKit resources, .sks files, SpriteKit and GameplayKit integration, or SpriteKit validation in Apple game projects.
- ▌ Webrtc Workflow · gaelic-ghost bundlePlan, implement, test, and diagnose WebRTC work, including W3C and IETF source checks, browser and native runtime support, signaling boundaries, ICE/STUN/TURN, DTLS, SRTP, SDP offer/answer, tracks, transceivers, data channels, media devices, permissions, NAT traversal, SFU/MCU decisions, and handoffs to web, mobile, server, or deployment plugins.
- ▌ Use Malimite · gaelic-ghost bundleUse Malimite as a Ghidra-backed Apple app-package exploration front end for supported IPA files and copied ZIP or application-bundle inputs. Use when Codex must inspect bundle metadata, resources, provisioning data, classes, functions, strings, entry points, cross-references, reconstructed Swift or Objective-C views, or optional generated method translations while preserving Malimite, Java, Ghidra, project-database, privacy, and unsupported-format evidence.