'layers' 검색 결과

Use when the user starts a non-trivial coding/building task in Claude Code (e.g. "帮我做个 X", "help me build Y", "add feature Z", "搭一个 Z"). Layers an AI-native pedagogical coat over normal coding work — surfaces implicit assumptions in user intent, annotates non-trivial design decisions inline with brief concept-scaffolding for terms the user may not know, and replaces "should I run it?" handoffs with rigorous AI self-verification plus a clean list of what only the user can verify. Skip for pure Q&A, single-line edits, read-only investigation, or refactoring along an existing pattern.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

The BitLinear layers we use in this project quantize the weights using ternary precision (with value

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Design and review native DTOs in WordPress plugins without requiring better-data - immutable data carriers, explicit from_array hydration, strict coercion instead of unchecked casts, WP_Error validation failures, sensitive-field discipline, nested DTO arrays, and clear separation from repositories, WP models, presenters, REST controllers, and HTML views. Use when a plugin introduces FooDto, request DTOs, settings DTOs, value objects, admin-row data shapes, REST response source objects, or when reviewing code that passes raw arrays, stdClass, WP_Post, WC_Order, $_POST, post meta, or option arrays through multiple layers. Mentions better-data only as an optional higher-level library; this skill is for native implementations.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Detect undefined or inconsistent cache strategies (layers, consistency, invalidation, TTL, failure handling) in design documents.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Build and publish the Remotion Lambda layer zips (chromium, fonts, emoji-apple, emoji-google, cjk) from this repo to s3://remotionlambda-binaries-$region across all AWS regions. Use when the user wants to publish, release, upload, or ship a new version of the chromium binaries / lambda layers from the lambda-binaries repo.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Covers Flutter testing across all three layers: unit tests (business logic, ViewModels, repositories), widget tests (UI rendering, interactions, golden regression), and integration/E2E tests (full app flows, native OS interactions). Use this skill when writing any Flutter test, setting up mocking with mocktail or mockito, implementing golden file tests, debugging async failures (pumpAndSettle timeouts, Timer leaks, FakeAsync deadlocks), fixing cross-platform golden pixel diffs in CI/CD, testing state management (Riverpod/BLoC/Provider), handling permission dialogs or native system UI with Patrol, or troubleshooting MediaQuery/Theme missing errors in widget tests.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Designs and reviews mobile architecture across Flutter, native Android, native iOS, React Native and Kotlin Multiplatform. Covers state ownership, data flow, modules, dependency boundaries, navigation, offline data and KMP shared source sets versus host apps. Use when structuring a feature, choosing state management, refactoring layers or deciding where a real class or screen belongs.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Color vision and contrast: production-level WCAG contrast on composited layers. Use when implementing, reviewing or testing color vision and contrast for React, Vite, Next.js or Perfect_AI projects.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Scoring rubrics for all 5 pipeline layers (Vision, Architecture, IA, BE, FE). Use when auditing specs, running self-checks, or remediating ambiguity gaps.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Introduce genuinely new scope into the pipeline by classifying change type and cascading updates through downstream layers

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Systematic methodology for verifying that IA, BE, and FE specification layers are mutually consistent. Covers coverage matrices, field mapping checks, error code propagation, access control consistency, and data contract drift detection.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Orchestrate ambiguity auditing across selected layers with rubric-driven scoring, remediation flow, and next-step gating

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Cascade approved evolution changes through downstream layers, assess impact, run consistency checks, and write evolution audit record

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Use when working with Dagger — dagger CI/CD pipeline management. Covers pipeline-as-code configuration, module management, function execution, caching layers, container builds, and pipeline debugging. Use when managing Dagger pipelines, debugging function execution, inspecting modules, or optimizing container-based CI workflows.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Annotated matrices for single-cell genomics. Stores X with obs/var metadata, layers, embeddings (obsm/varm), graphs (obsp/varp), uns. Use for .h5ad/.zarr I/O, concatenation, scverse integration. For analysis use scanpy; for probabilistic models use scvi-tools.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use this skill when designing clean architecture for a new microservice, when refactoring a monolith to use bounded contexts, when implementing hexagonal or onion architecture patterns, or when debugging dependency cycles between application layers.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Utilizes the Resolume Arena MCP server to trigger clips, clear layers, adjust speeds, and query composition status via the Resolume REST API.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Expert in Drizzle ORM for TypeScript — schema design, relational queries, migrations, and serverless database integration. Use when building type-safe database layers with Drizzle.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Utilizes the After Effects MCP servers (after-effects-mcp and ae-mcp) to create compositions, layers, masks, keyframe animations, and run ExtendScript.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Create media playback experiences using AVKit. Use when adding video players with AVPlayerViewController, enabling Picture-in-Picture, routing media with AirPlay, using SwiftUI VideoPlayer views, configuring transport controls, displaying subtitles and closed captions, or integrating AVFoundation playback with system UI.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Integrate Game Center features using GameKit. Use when authenticating players with GKLocalPlayer, submitting scores to leaderboards, unlocking achievements, implementing real-time or turn-based multiplayer matchmaking, showing the Game Center access point or dashboard, or adding challenges and friend invitations to iOS games.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

TypeScript and Prisma ORM best practices for schema design, type-safe queries, migrations, and error handling. Use when writing Prisma schemas, building database access layers, or debugging query performance in TypeScript projects.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Disables the AI's default hedging, diplomatic softening, and social-nicety layers to deliver cold, unfiltered, consequentialist analysis on any topic. Use when the user wants the AI's actual assessment without padding, regardless of how harsh or uncomfortable the honest answer is.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.

Deobfuscates malicious JavaScript code used in web-based attacks, phishing pages, and dropper scripts by reversing encoding layers, eval chains, string manipulation, and control flow obfuscation to reveal the original malicious logic. Activates for requests involving JavaScript malware analysis, script deobfuscation, web skimmer analysis, or obfuscated dropper investigation.

한국어 요약은 준비 중입니다. 원문 설명을 표시하고 있습니다.