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Detects fabricated content, false citations, and unverifiable claims in agent outputs. Uses source verification and consistency checking. Activate on 'detect hallucination', 'fact check', 'verify claims', 'check accuracy', 'find fabrications'. NOT for validation (use dag-output-validator) or confidence scoring (use dag-confidence-scorer).
Open source community building and engagement. Welcoming contributors, managing discussions, writing release notes, and fostering a healthy project ecosystem.
Generates and reviews Salesforce Apex code with 2025 best practices and 150-point scoring. Use when writing Apex classes, triggers, test classes, batch jobs, or reviewing existing Apex code for bulkification, security, and SOLID principles.
Implement cross-cutting Hotwire UX feedback patterns: loading states, busy indicators, progress bars, optimistic UI, render interception, and view/page transitions. Prefer this skill when the core goal is perceived performance and user feedback, independent of a single feature domain. Use hwc-forms-validation for form correctness and validation behavior, hwc-navigation-content for navigation/history/cache mechanics, hwc-realtime-streaming for push/stream orchestration, hwc-media-content for media-specific behavior, and hwc-stimulus-fundamentals for base Stimulus API questions.
Complete React Native and Expo optimization guide combining Callstack profiling with Vercel code patterns. Covers FPS, TTI, bundle size, memory, lists, animations, state, UI, and React Compiler. Use for any React Native performance, debugging, or best practices task.
Search and research enhancement skills. Use when performing web searches, looking up library documentation, or conducting research that requires multiple sources.
Next.js 16 proxy convention (replacing middleware). Use when creating middleware, handling URL rewrites, or when the user mentions proxy.ts, middleware.ts, or route interception in Next.js 16+.
User Guide for Feishu IM Message Reading Tool, covering session message retrieval, thread reply reading, cross-session message search, and image/file resource download. **Use this Skill when:** (1) Need to retrieve historical messages of group chats or one-on-one chats (2) Need to read reply messages in threads (3) Need to search messages across sessions (by keywords, senders, time, etc.) (4) Messages contain images, files, audio, video that need to be downloaded (5) Users mention "chat history", "messages", "what was said in the group", "thread replies", "search messages", "images", "file download" (6) Need to filter messages by time range or get more messages by pagination
Expert knowledge for Azure Networking development including troubleshooting, best practices, decision making, architecture & design patterns, security, and integrations & coding patterns. Use when designing VNets/hubs, routing via firewalls/gateways, enforcing Policy, or querying networks with Resource Graph, and other Azure Networking related development tasks. Not for Azure Virtual Network (use azure-virtual-network), Azure Virtual Network Manager (use azure-virtual-network-manager), Azure Virtual WAN (use azure-virtual-wan), Azure Network Watcher (use azure-network-watcher).
When users ask for weekly reports, weekly summaries or work collections, collect multi-channel evidence around the target time range, merge them into work topics, and generate structured weekly reports. It is applicable to scenarios where multiple information sources such as collaboration platforms, Git, Agent, local documents coexist. Trigger phrases: "周报", "周总结", "工作汇总", "上周工作", "周工作", "weekly report", "work summary".
AIOps-style one-click inspection skill for CloudBase resources. Use this skill when users need to diagnose errors, check resource health, inspect logs, or run a comprehensive health check across cloud functions, CloudRun services, databases, and other CloudBase resources.