Research latest library documentation, industry best practices, and technical knowledge to automatically generate project-level skills. Use when asked to: (1) Research and create a skill for a library/framework, (2) Build a skill based on architectural patterns, (3) Generate skills from technical research, (4) Create domain-specific technical skills from web research, or (5) Any request combining research with skill creation.

Real-time monitoring dashboard for PAI multi-agent activity. USE WHEN user says 'start observability', 'stop dashboard', 'restart observability', 'monitor agents', 'show agent activity', or needs to debug multi-agent workflows.

Git operations with 100% commit consistency. Handles all git operations for commands including branch creation, atomic commits following project conventions, and PR creation. Always use this skill for git operations to ensure consistency.

name: planning

Executes HEC-HMS simulations using HmsCmdr.compute_run(), handles parallel execution across multiple runs, and manages Jython script generation. Use when running HMS simulations, executing runs, computing models, or setting up parallel computation workflows. Handles HMS 3.x and 4.x version differences, Python 2/3 compatibility, destination folder management, and multi-run coordination. Trigger keywords: run simulation, execute HMS, compute run, parallel execution, batch runs, Jython script, HMS 3.x, HMS 4.x, Python 2 compatible.

Meta-tool for rapid adb-* skill creation from templates

Troubleshoot and manage GCP e2-micro VM running eth-realtime-collector. Use when VM service is down, systemd failures occur, real-time data stream stops, or VM network issues arise. Keywords systemd, journalctl, eth-collector, gcloud compute.

Automated Filament resource generation with correct namespace imports (Schemas vs Forms), Vietnamese labels, standard structure, Observer patterns, ImagesRelationManager integration. USE WHEN user says 'tạo resource mới', 'create new resource', 'generate Filament resource', 'scaffold admin resource', or wants to add new entity to admin panel.

Unified agent management from selection through completion - spawning, execution, output processing. Use when selecting agents for tasks, spawning agents with dependency validation, processing agent outputs, or tracking agent lifecycle events with audit trails.

Guides development of AILANG builtin functions. Use when user wants to add a builtin function, register new builtins, or understand the builtin system. Reduces development time from 7.5h to 2.5h (-67%).

Plan, structure, and scaffold large educational books using cognitive load management, just-in-time specification, and pedagogical best practices. Use this skill when planning multi-part, multi-chapter educational works that require narrative continuity, progressive complexity, and hands-on exercises. This skill helps create cohesive learning journeys that balance foundational scaffolding with advanced independence. Activate when tasks involve structuring books, managing cognitive load across chapters, defining part-level narratives, or coordinating multi-phase content development workflows.

Designs UX and creates wireframes.

Browser automation scripts for testing, screenshots, and web interaction. 16 scripts with persistent state.

Detects and fixes accessibility issues in React/Fluent UI webviews. Use when reviewing code for screen reader compatibility, fixing ARIA labels, ensuring keyboard navigation, adding live regions for status messages, or managing focus in dialogs.

Manage architectural decisions and insights in memory.jsonl. Use when you need to document strategic decisions, lessons learned, fixed problems, or architectural insights.

Create comprehensive Claude Code plugins with proper structure, commands, agents, hooks, and marketplace configuration. Use when the user wants to build a new Claude Code plugin or asks how to create/structure a plugin.

Create or augment skills and documentation. Use when writing new skills, updating existing skills, or modifying project documentation like AGENTS.md.

Performs comprehensive audits to detect placeholder code, mock data, TODO markers, and incomplete implementations in codebases. Use this skill when you need to find all instances of "theater" in code such as hardcoded mock responses, stub functions, commented-out production logic, or fake data that needs to be replaced with real implementations. The skill systematically identifies these instances, reads their full context, and completes them with production-quality code.

Implements tRPC-based communication between VS Code extension host and React webviews. Use when creating new webview procedures (queries, mutations, subscriptions), adding a new webview router, wiring up a webview controller, using the tRPC client from React components, applying telemetry middleware (trpcToTelemetry), or supporting AbortSignal-based cancellation in webview operations.

Manages authentication flow for MutuaPIX (Laravel Sanctum + Next.js), handles mock mode security, and validates environment configurations