577 skills
Audit and fix out-of-range output writes in ONNX Runtime operator shape-inference functions. Use when reviewing or fixing a contrib (or standard) op TypeAndShapeInference where a getNumOutputs() guard precedes a write to a higher output index - optional trailing outputs make a smaller output count schema-valid, so getOutputType(index) can run one past the declared outputs at Graph::Resolve.
Turn ANY WinUI control — a vendor/third-party control, your own custom Control, or a Windows Community Toolkit one — into a first-class declarative Reactor element with the [GenerateReactorWrapper] source generator, zero hand-written wrapper code. Covers auto-inference (props, content, two-way pairs, panel/items children, events), the [Wrap*] annotation cheat-sheet, imperative-lifecycle controls, diagnostics, and when to fall back to a hand-written ControlDescriptor.
Reactor top-level windowing cookbook: WindowSpec, OpenWindow, draggable windows, borderless/tool windows, placement persistence, taskbar visibility, z-order, aspect ratio, SizeToContent, displays, taskbar integration, and picker HWND wiring.
Paste-ready single-file Reactor recipes indexed by intent — list with add/delete/toggle, sidebar navigation between pages, form with validation + submit gating, async fetch with loading/error/data states, themed Win11 card surface. Use a recipe instead of synthesizing from prose: copy, adjust, ship.
Reactor navigation — `UseNavigation` hook, `NavigationHost` renderer, `NavigationView` sidebar, `TabView` tabs, route params, stack operations, page lifecycle, deep linking, transitions, caching. Use when building multi-page apps or wiring sidebar/tab navigation.
Reactor input — gestures (`OnPan`, `OnPinch`, `OnRotate`), pointer events, drag-and-drop (`OnDragStarting`), focus management (`UseElementFocus`, `UseFocus`, `UseFocusTrap`). Use when implementing direct manipulation or custom focus behavior.
Reactor forms and validation — `UseValidationContext`, built-in validators (`Validate.Required`, `Validate.Email`, `Validate.MinLength`, etc.), `FormField` helper, masked input via `MaskEngine`, `InputFormatter`. Use when building data-entry screens, validation flows, or controlled-input forms.
Reactor commanding — actions that appear in multiple surfaces (menu + toolbar), need keyboard shortcuts, or need `CanExecute`. `Command`, `StandardCommand`, `UseCommand`, `CommandHost`. Use when wiring shared actions or shortcuts.
Reactor.Advanced Win2D canvases — choosing Win2DCanvas, Win2DAnimatedCanvas, or Win2DVirtualCanvas; using UseDrawState, UseCanvasResources, UseDrawCommand; and following threading/device-loss rules.
Generates PR reference XML with commit history and unified diffs between branches, with extension and path filtering. Use when creating pull request descriptions, preparing code reviews, analyzing branch changes, discovering work items from diffs, or generating structured diff summaries.
OpenVEX v0.2.0 specification reference plus VEX management playbooks - Brought to you by microsoft/hve-core.
Retrieves and groups GitHub code scanning alerts by rule and severity using the gh CLI
Sequence Research, Plan, Implement, Review, and Follow-up for an RPI task. Use when one workflow should coordinate the full delivery lifecycle.
Challenge a confirmed task, decision, plan, or artifact through adaptive skeptical questions. Use when you need to expose assumptions before acting.
On-demand RAI planner reference pack covering Phase 1 capture, Phase 2 risk classification, Phase 5 impact assessment, and Phase 6 review and backlog handoff.
Create or assess an evidence-grounded, falsifiable outcome hypothesis: a testable prediction of what measurable business result will change, for whom, by when, and how leading and lagging indicators will prove or disprove it. Use when framing measurable outcomes, turning an MVP, POC, feature, or technical initiative into a beneficiary result, defining targets and indicators, or judging whether evidence is strong enough to invest. Also applies to business outcome hypotheses, value hypotheses, and outcome statements.
Authoring skill for Architecture Decision Records (ADRs) supporting capture, from-planner-handoff, and adopt-template entry modes with selectable Y-Statement or MADR v4.0.0 output templates, supersession lineage, and ASR trigger evaluation.
Decision-driven HVE-Core installer with multiple clone-based and extension install methods, environment detection, and selective component installation
Drafts or opens a GitHub pull request, runs changed-area preflight checks, and commits validated preflight repairs. Use when a user asks to prepare, create, or update a pull request.
Canonical documentation capability for audit, drift, validate, and author modes in hve-core.
Assemble ordered frames or clips with narration into a narrated MP4 via FFmpeg
Ultra-compressed response style that reduces output token count while preserving technical accuracy, with intensity levels and auto-clarity safety rules
Creates source-grounded internal or external weekly engagement status reports with optional Outlook draft creation.
