Results for “shapes”

Write, debug, and test NumPyro probabilistic programs on JAX with correct shapes, PRNG keys, and inference choice.

Use when writing or editing typed Python scripts, parsing untyped input, choosing lightweight data shapes, or resolving common checker errors without project-scale type-system research.

Documents MongoDB's visual design system including colors, typography, layout, elevation, and shapes for UI implementation.

Exploit-phase writing — shapes raw material into an article paragraph by paragraph. Use when the user has a raw-material pile and wants the final article written.

Upgrades outdated Maven dependency versions in AEM Cloud Service pom.xml files, handling both literal <version> and same-pom ${property} shapes.

Use when the team needs API routes, action contracts, request and response shapes, error handling, pagination, or webhook patterns for a backend or BFF. Trigger on requests to design APIs before implementation.

Documents the design system for Composio's marketing site, including color palette, typography, layout, elevation, shapes, and component specifications.

Guides building, reviewing, and debugging inbound Apex REST resources with explicit status codes, JSON error shapes, and versioned URL mappings.

Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interface options, compare module shapes, or mentions "design it twice".

Design API contracts from product flows and backend responsibilities. Use when the team needs resource models, action endpoints, request and response shapes, error handling, pagination rules, and contract clarity before implementation begins.

Use this skill for REST/RPC contracts, versioning, error shapes, schemas, backward compatibility. Trigger when the task involves programming work related to API Interface Design, production implementation, audits, debugging, strategy, or validation.

Makes n8n workflow failures loud, structured, and recoverable by wiring per-node error outputs, retry logic, error-trigger workflows, and proper HTTP response shapes.

Motion Canvas framework reference covering project setup, core concepts (generators, signals, refs, scene hierarchy, timing, utilities), and 2D components (shapes, paths, text, media, layout, camera, transitions, custom components). Use when building or editing Motion Canvas scenes.

Creates, updates, and deletes Salesforce records from Lightning Web Components using Lightning Data Service, covering record input shapes, error handling, and cache refresh strategies.

Select a consistent visual design system for PPT slides using radius/spacing style recipes, including Sharp, Soft, Rounded, and Pill variants with component mappings and typography rules.

Plan the UX and UI for a feature before writing code. Runs a structured discovery interview, then produces a design brief that guides implementation. Use during the planning phase to establish design direction, constraints, and strategy before any code is written.

Design RESTful and GraphQL APIs following current best practices for naming, versioning, error shapes, and auth patterns. Use when the user says "design an API", "create endpoints", "structure my API responses", "plan API architecture", "REST vs GraphQL", or "API contract".

Create exercise directory structures with sections, problems, solutions, and explainers that pass linting. Use when user wants to scaffold exercises, create exercise stubs, or set up a new course section.

Shape, bet, and build products using the 37signals philosophy from Getting Real, Rework, and Shape Up — fix time, flex scope, and ship with small autonomous teams.

Create exercise directory structures with sections, problems, solutions, and explainers that pass linting, then commit with git.

Create exercise directory structures with sections, problems, solutions, and explainers that pass linting. Use when user wants to scaffold exercises, create exercise stubs, or set up a new course section.

Create a globe-like 3D particle visualization with a dense luminous spherical core and thinner orbital ring or flattened disc. Use when a design needs a premium planetary, orbital, synthesized data-globe effect rendered with real WebGL/Three.js particles, not generic starfields or full page layout changes.

Explain machine learning model predictions using SHAP values, compute feature importance, and generate visualizations including waterfall, beeswarm, bar, scatter, force, and heatmap plots.

Creates long-form magazine-style articles with hero sections, serif headings, styled quotes, code blocks, and call-to-action cards, suitable for Substack, Medium, or blogs.

Build visually engaging scientific slide decks for conferences, seminars, defenses, and research talks with structured planning, design templates, and automated image generation.

Apple's approach to interface design and fluid, physical motion, translated for the web. Use when building or reviewing gesture-driven UI, spring animations, drag/swipe/sheet interactions, momentum and interruptible transitions, translucent materials and depth, typography (optical sizing, tracking, leading), reduced-motion, or the design foundations (feedback, spatial consistency, restraint) behind Apple-style interfaces.

Creates pastel-toned, lifestyle-oriented presentation decks with rounded cards, soft glow blobs, and Playfair italic numbering.

Simulator.Company Smart Form (CDU) STYLING specialist — authoring complex Less/CSS for Smart Forms: theme tokens, page/form/section layout, component re-skinning, reusable style patterns, responsive and design-system approaches. Use when the user wants to STYLE or RESTYLE an existing Smart Form / CDU app — change its look, build a theme, style a table / sidebar / modal / form, add a design system, fix spacing/colors/fonts, or apply a complex visual design. This skill owns the `style` / `styles/` layer; it reuses the Smart Form tools (pullSmartForm / pushSmartForm / deploySmartForm) but does NOT create form templates — for the data-schema form template use `simulator-forms`, and for page layout / viewModel / backend logic use `simulator-smart-forms` / `simulator-smart-forms-logic`. Activate on: "style a smart form", "CDU styles", "theme the form", "restyle", "custom CSS/Less for the app", "style the table/sidebar/modal/button", "design system for the smart form", "make it look like …", "застилізувати смартформ

Designs new software features and multi-component changes for the current repo into implementation-ready BDD specs via autonomous codebase research, then commits the design for review (runs to completion without mid-design questions). Scope covers new features, greenfield design, and multi-component changes. Not for hardware/physical-system design, out-of-repo questions, single-file refactors, or known-root-cause bugs (those go to direct edits or systematic-debugging).

Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining machine learning model predictions, computing feature importance, generating SHAP plots (waterfall, beeswarm, bar, scatter, force, heatmap), debugging models, analyzing model bias or fairness, comparing models, or implementing explainable AI. Works with tree-based models (XGBoost, LightGBM, Random Forest), deep learning (TensorFlow, PyTorch), linear models, and any black-box model.