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Rapid topic mastery for video/content prep. Takes a topic → generates 5 research questions → parallel PubMed + web search → outputs McKinsey-style brief in 5 minutes. Use BEFORE recording videos or writing content.
Autonomous meta-skill for creating high-quality custom slash commands using 5-phase workflow with multi-agent validation and quality gates. Use when user requests new slash command, reusable prompt automation, or wants to convert repetitive workflows into documented commands.
Work with IdeaForge's AI idea generation system. Triggers: generation flow, AI prompts, scoring system, duplicate detection, real-time logs, generation debugging. Pipeline: API → PromptBuilder → AI → Parse → Dedupe → Save.
Create or refactor skills, guiding an interactive questionnaire, selecting an archetype (workflow/tool/domain), scaffolding from templates, and validating the result. Triggers include "create skill", "new skill", "scaffold skill", "bootstrap skill".
Help create, refine, and deepen characters for novels and stories, including personality traits, motivations, arcs, and conflicts.
Plan and execute an evidence-first interrogation using approved probes; outputs schema-valid findings + report.
Create, validate, and package Claude skills automatically. Use PROACTIVELY when users want to create a new skill, validate existing skill files, or package skills for distribution. Works across Claude.ai, API, and Claude Code platforms.
Autonomous multi-agent PR review orchestrator. Spawns parallel workers to process all AI review comments until PR is ready for merge. Supports CodeRabbit, Gemini, Codex, Sourcery, Qodo, Copilot agents. Triggers: "review PR", "PR review", "process comments", "AI review", "orchestrate review", "review cycle"
Instructions for starting the MCP Synth server (FastAPI) for synthetic data generation and tools.
Senior-level expert assistant for Neuron AI, the PHP agentic framework. Specializes in designing, implementing, debugging, and scaling AI-driven PHP applications using agents, tools (function calling), RAG pipelines, event-driven workflows (v2), streaming responses, observability/Inspector integration, and multi-provider LLM setups. Produces accurate, idiomatic, and production-ready PHP code for plain PHP, Laravel, and Symfony environments.
AI agent with retrieval tool for document Q&A using RAG and LangGraph.
[10] NEW. Start a NEW session for this project. Use when beginning a fresh task to load AGENTS.md, MEMORY.md, core project context (README), then create a NEW session log and confirm readiness.
Central authority for Claude-Gemini shared workspace architecture. Defines directory structure, artifact exchange, and file naming conventions. Use when setting up dual-CLI workflows, deciding where to store AI artifacts, or managing cross-CLI file exchange.
Expert guide for creating Claude Code skills. Use when asked to create a skill, write a SKILL.md file, or teach about skill creation. Provides templates, best practices, and validation guidance for personal, project, and plugin skills.
Build AI agents using prompt-native architecture where features are defined in prompts, not code. Use when creating autonomous agents, designing MCP servers, implementing self-modifying systems, or adopting the "trust the agent's intelligence" philosophy.
Expert AI Engineer role (10+ Years Exp). Focuses on production-grade GenAI, Agentic Systems, Advanced RAG, and rigorous Evaluation.
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends an AI agent's capabilities with specialized knowledge, workflows, or tool integrations.
Create technical implementation plans from specifications with intelligence-backed architectural decisions. Use when specification exists and user mentions tech stack, architecture, implementation approach, or asks "how to implement" or "how to build" the feature.
This skill should be used when creating or modifying backend API endpoints, service layer classes, or integrating external APIs (Reddit, OpenAI) in the ClaudeCode Sentiment Monitor project. Specifically trigger this skill for tasks involving Next.js App Router API routes, singleton services, authentication, validation, or business logic implementation.
