Use when situating an Art Bulletin article in the historiography and scholarly literature of art history.
Generate the HTML roadmap dashboard deterministically via roadmap.py render.
Score an architecture artifact against its canonical TOGAF template for completeness. Checks Architecture Definition Documents, Architecture Requirements Specifications,…
Performs consistency and traceability audits across documents (PRD vs Spec vs Plan) to detect missing coverage and scope creep.
The artifact schema contract for docs/plans// — the artifact inventory, the YAML frontmatter schema and phase enum, the repos.md and prd.md schemas, the topic-consistency…
Production frontend craftsman for React/Vue/Svelte. Handles hooks design, state management, Server Components, form handling, and data fetching.
Create professional ASCII UI wireframes, mockups, and prototypes for software, web, and mobile interfaces.
Create and fix ASCII diagrams, tables, wireframes, box-drawings. Use when message contains Unicode box characters (┌┐└┘│─), user asks to create/fix text visualization, align…
Create high-quality ASCII art UI/UX previews for web development with a two-phase approach. Phase 1: Design & Preview - visualize interfaces, explore layouts, refine ideas in…
Use when writing the related-work and positioning of an ASE (IEEE/ACM Automated Software Engineering) paper, covering the automated-SE literature lanes, delta-first positioning…
Techniques to eliminate echo-chamber bias and user sycophancy by forcing AI to steel-man opposing viewpoints, stress-test premises, and simulate adversarial stakeholders.
Guide to Sonner, the React toast library — install and wire up the Toaster, pick the right toast() call, promise and loading toasts, updating, dismissing and persisting toasts,…
Verbindliches Entwicklungs-Vorgehen dieses Repos nach ASPICE/ISTQB — Requirements-IDs, Traceability-Gate, Verifikationsschleifen, Widerspruchs-Regel.
Use when drafting an ASPLOS author response inside the short fixed window — triaging reviews into factual errors versus questions versus disagreements, budgeting for the ~800…
Use when positioning an ASPLOS submission against three communities' literatures at once — covering the architecture, OS/systems, and PL/compiler lanes plus accelerator and…
Use when situating an Administrative Science Quarterly (ASQ) manuscript within organization-theory conversations and sharpening the gap/tension it addresses.
Use when positioning an American Sociological Review (ASR) manuscript against the literature so it reads as a broad sociological contribution rather than a subfield note.
Map the intellectual property landscape for a technology domain or product area. Covers patent cluster analysis, white space identification, competitor IP portfolio assessment,…
Strategic and tactical asset allocation frameworks — from classic models (60/40, risk parity, endowment) to regime-based positioning, glide path design, liability-driven…
Use when performing the role of assistant to a Head of Unit (HoU) or senior manager in the European Commission.
Assistive Access implementation for cognitive accessibility including simplified scenes, navigation icons, runtime detection, and design principles.
Capture and structure assumptions from pilot plans and hypotheses into a centralized log for ongoing risk monitoring and stakeholder alerts.
Capture and structure assumptions from pilot plans and hypotheses into a centralized log for ongoing risk monitoring and stakeholder alerts.
Stops an AsyncRedux (Flutter) action from dispatching. Use only when the user mentions abortDispatch(), or explicitly asks to abort or prevent dispatch under certain conditions.
Checks an AsyncRedux (Flutter) action's completion status using ActionStatus right after the dispatch returns.
Creates AsyncRedux (Flutter) actions that return null from reduce() to not change the state. Such actions can still do side effects, dispatch other actions, or do nothing.
Creates AsyncRedux (Flutter) asynchronous actions for API calls, database operations, and other async work.
Create a custom base action class for your app. Covers adding getter shortcuts to state parts, adding selector methods, implementing shared wrapError logic, and establishing…
Implement action lifecycle methods `before()` and `after()`. Covers running precondition checks, showing/hiding modal barriers, cleanup logic in `after()`, and understanding that…
Add the CheckInternet mixin to ensure network connectivity before action execution. Covers automatic error dialogs, combining with NoDialog for custom UI handling, and…
Implement the Connector pattern for separating smart and dumb widgets. Covers creating StoreConnector widgets, implementing VmFactory and Vm classes, building view-models, and…
Add the Debounce mixin to wait for user input pauses before acting. Covers setting the `debounce` duration, implementing search-as-you-type, and avoiding excessive API calls…
Debug AsyncRedux applications effectively. Covers printing state with store.state, checking actionsInProgress(), using ConsoleActionObserver, StateObserver for state change…
Inject dependencies into actions using the environment pattern. Covers creating an Environment class, passing it to the Store, accessing `env` from actions, and using dependency…
Dispatch actions using all available methods: `dispatch()`, `dispatchAndWait()`, `dispatchAll()`, `dispatchAndWaitAll()`, and `dispatchSync()`.
Implement comprehensive error handling for actions. Covers the `wrapError()` method for action-level error wrapping, GlobalWrapError for app-wide error transformation,…
Use the Event class to interact with Flutter's stateful widgets (TextField, ListView, etc.). Covers creating Event objects in state, consuming events with `context.event()`,…
Integrate AsyncRedux with the flutter_hooks package. Covers adding flutter_hooks_async_redux, using the useSelector hook, and combining hooks with AsyncRedux state management.
Handle navigation through actions using NavigateAction. Covers setting up the navigator key, dispatching NavigateAction for push/pop/replace, and testing navigation in isolation.
Add the NonReentrant mixin to prevent an action from dispatching while already in progress. Covers preventing duplicate form submissions, avoiding race conditions, and protecting…
Set up observers for debugging and monitoring. Covers implementing actionObservers for dispatch logging, stateObserver for state change tracking, combining observers with…
Add the OptimisticUpdate mixin for instant UI feedback before server confirmation. Covers immediate state changes, automatic rollback on failure, and optionally notifying users of…
Implement local state persistence using Persistor. Covers creating a custom Persistor class, implementing `readState()`, `persistDifference()`, `deleteState()`, using LocalPersist…
Integrate AsyncRedux with the Provider package. Covers using provider_for_redux, the ReduxSelector widget, and choosing between StoreConnector and ReduxSelector approaches.
Add the Retry mixin for automatic retry with exponential backoff on action failure. Covers using Retry alone for limited retries, combining with UnlimitedRetries for infinite…
Create and cache selectors for efficient state access. Covers writing selector functions, caching with `cache1` and `cache2`, the reselect pattern, and avoiding repeated…
Initialize, setup and configure AsyncRedux in a Flutter app. Use it whenever starting a new AsyncRedux project, or when the user requests.
Access store state in widgets using `context.state`, `context.select()`, and `context.read()`. Covers when to use each method, setting up BuildContext extensions, and optimizing…
Design immutable state classes following AsyncRedux best practices. Includes creating the AppState class with a `copy()` method, defining `initialState()`, composing nested state…
Manage Streams and Timers with AsyncRedux. Covers creating actions to start/stop streams, storing stream subscriptions in store props, dispatching actions from stream callbacks,…
Creates AsyncRedux (Flutter) synchronous actions that update state immediately by implementing reduce() to return a new state.
Write unit tests for AsyncRedux actions using the Store directly. Covers creating test stores with initial state, using `dispatchAndWait()`, checking state after actions,…
Test StoreConnector view-models in isolation. Covers creating view-models with `Vm.createFrom()`, testing view-model properties, testing callbacks that dispatch actions, and…
Use advanced wait methods for complex test scenarios. Covers `waitCondition()`, `waitAllActions()`, `waitActionType()`, `waitAllActionTypes()`, `waitAnyActionTypeFinishes()`, and…
Add the Throttle mixin to prevent actions from running too frequently. Covers setting the throttle duration in milliseconds, use cases like price refresh, and how…
Implement undo/redo functionality using state observers. Covers recording state history with stateObserver, creating a RecoverStateAction, implementing undo for the full state or…
Handle user-facing errors with UserException. Covers throwing UserException from actions, setting up UserExceptionDialog, customizing error dialogs with…
Use `waitCondition()` inside actions to pause execution until state meets criteria. Covers waiting for price thresholds, coordinating between actions, and implementing conditional…
Show loading states and handle action failures in widgets. Covers `isWaiting(ActionType)` for spinners, `isFailed(ActionType)` for error states, `exceptionFor(ActionType)` for…
Authors Linux desktop UI tests via AT-SPI - the DBus-based Assistive Technology Service Provider Interface implemented by `at-spi2-core` (registry daemon + `libatspi` C library +…