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Handles integrations with trigger behavior for dynamic agent delegation

Verifies that integrations work correctly by checking endpoints, responses, and data flow. Spawned by /gsd:complete-mile...

Designs integration and E2E tests with mock boundaries and behavior verification rules. Use when writing E2E or integrat...

Generate new OAuth integration providers for Dafthunk with backend providers, type definitions, frontend configurations,...

Integration templates for FastAPI endpoints, Next.js UI components, and Supabase schemas for ML model deployment. Use wh...

Expertise in API design, database integration, and service connectivity. Activates when working with "API", "database",...

Эксперт по интеграционным спецификациям. Используй для документирования интеграций, webhooks, event schemas и data flows...

RAN system integration with microservices architecture, cognitive consciousness, and intelligent orchestration for seaml...

Guide for writing integration tests with Vitest and Testing Library. Use when testing multi-component workflows, databas...

Generates integration tests for system components and workflows

E2E 테스트, Flyway vs @Sql 분리, TestRestTemplate 필수. MockMvc 금지. /kb-integration 명령 시 자동 활성화.

Integration Test Generator - Auto-activating skill for API Integration.Triggers on: integration test generator, integrat...

Integration Test Setup - Auto-activating skill for Test Automation.Triggers on: integration test setup, integration test...

Designs comprehensive integration testing strategies including API testing, database testing, microservices testing, end...

Run and extend the end-to-end HTTP integration tests (SQLite in-memory) for mjr.wtf, covering auth, create/list/delete,...

Test API routes by importing handlers directly with Bun's test runner. Fast, reliable tests without HTTP overhead.

规划集成窗口位置和验证策略。当需要在Phase之间或SubPlan之间安排集成窗口、定义集成验证策略、生成集成清单（API契约/数据流/E2E测试）时使用。主要用于L2/L3项目。

Cross-MCP workflows that coordinate multiple systems (Linear, GitHub, n8n, Slack) for end-to-end automation. Captures pa...

Third-party WordPress plugin integration patterns. Use when adding new integrations, debugging compatibility with other...

Plan and execute integrative analysis combining multiple ENCODE experiments for cross-dataset or multi-omic workflows. U...

Use when the user wants a paper audited for integrity issues — image misuse, numerical anomalies, logical gaps — and nee...

Gather and shape intelligence signals from collected feeds (RSS, HackerNews, Lobsters, EDGAR) into audience-aware output...

Apply intellectual honesty principles when debugging errors, reporting project status, and providing time estimates. Use...

Information gathering utilities (analytics, research, content analysis) (general)

Multi-layer caching with type-specific TTLs, get-or-generate pattern, memory and database layers, and graceful invalidat...

智能提示词生成器 - 语义理解、常识推理、一致性检查，基于元素数据库生成完美提示词

Analyzes user questions and automatically dispatches optimal agents/skills/plugins

Automatic agent selection and intelligent task routing. Analyzes user requests and automatically selects the best specia...

Split large texts into meaningful, AI-optimized chunks while preserving semantic coherence and document structure. Use w...

Guide for creating IntelliJ Platform plugins using Gradle and Kotlin/Java. Use when users want to create, configure, or...

Analyze and explain the intent behind AI tool calls. Use when you need to understand what an action will do, verify your...

Transform vague ideas into implementation-ready specifications through structured interviewing. Use when user describes...

Intent Sink Skill

The per-language diff-tuning layer that sits above the parser — how IntentumDiff decides, for each language, what counts...

Creates intuitive user experiences through feedback patterns, microinteractions, and accessible interaction design. Use...

Designs interactions, animations, transitions, and micro-interactions. Specifies hover states, click feedback, loading s...

Lafont's interaction nets for optimal parallel λ-reduction. Graph rewriting

Team interaction modes and their evolution over time

Master microinteractions, animations, transitions, and feedback systems. Create intentional, delightful interactions tha...

Generate and display skill preview for user review before saving

Interactive cell type annotation for IMC data. Covers napari-based annotation, marker-guided labeling, training data gen...

Human-in-the-loop code review with chunk-by-chunk approve/reject/chat loop (git add -p style). Use when reviewing PRs, d...

Diagnose branching narrative problems. Use when choices feel meaningless, when branching is unmanageable, when player ag...

Use Claude Code's interactive question tool to gather comprehensive requirements through structured multi-select questio...

Ask clarifying questions using AskUserQuestion tool when requirements are unclear to prevent assumptions and misundersta...

Generate interactive HTML reports with Plotly visualizations from data analysis results. Supports dashboards, charts, an...

Structured interactive questionnaire framework for gathering requirements from users. Uses A/B/C/D/E multiple choice pat...

Interactive states for UI elements - hover, active, focus, disabled, loading. Use when implementing button states, form...