Discover Testing & security skills, compare source repositories and read the instructions for each workflow.
Complete guide for creating Claude Code subagents including structure, patterns, archetypes, tools, models, and best practices. Use when creating new agents, designing agent systems, or understanding agent arch...
Tool for searching, listing, and fetching subagents from the local filesystem. Allows browsing available subagents, searching by keywords, and retrieving full definitions from $HOME/.config/opencode/agents/.
Apply this skill generate reflection questions
Add words to the Wispr Flow dictionary. Use when the user wants to add a word, phrase, or snippet to Wispr Flow for voice dictation.
Multi-agent coordination - redirects to hivemind MCP tools
Create visual assets (images, illustrations) using AI (OpenAI DALL-E).
Show Inference Confidenz current status and recent history
Perform a web search using the Gemini CLI to retrieve up-to-date information, facts, or documentation not in your training data.
Expert system for evaluating machine learning models. Automates the analysis of Confusion Matrices, PR Curves, and MLflow history comparison to provide objective, data-driven recommendations.
Develop rigorous Rumelt strategies through multi-model adversarial debate with GPT and Claude models. Use when user wants to create or refine a strategy document.
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
Prevents 30+ critical AI/ML mistakes including data leakage, evaluation errors, training pitfalls, and deployment issues. Use when working with ML training, testing, model evaluation, or deployment.
Guides creation of effective Agent Skills with proper structure and validation. Use when users want to create a new skill, update an existing skill, or need guidance on skill design patterns, SKILL.md format, o...
Build containerized neural memory that learns at test time using Titans/TTT architecture. Use when implementing learnable memory modules, test-time training systems, or MCP-connected memory services. Triggers o...
Creates new AI agent skills following the Agent Skills spec. Trigger: When user asks to create a new skill, add agent instructions, or document patterns for AI.
Apply this skill when asked to answer a question
Multi-phase exploration agent for broad research and validation. Discovers subtopics, delegates parallel research, then synthesizes findings with source review.
GraphRAG implementation patterns for hybrid search, Text2Cypher, and agentic retrieval. Use when implementing RAG workflows with Neo4j.
Builds AI agents using OpenAI Agents SDK with async/await patterns and multi-agent orchestration. Use when creating tutoring agents, building agent handoffs, implementing tool-calling agents, or orchestrating m...
Run lineup recommendation comparisons between Claude and OpenAI. Validates the lineup engine, identifies improvement areas, and builds training data for future fine-tuning.
Build AI chat interfaces with AI SDK Elements - React components for chatbots. Use when: implementing chat UIs, adding AI reasoning displays, tool confirmations, message components, or any AI-native interface....
Build production RAG systems with semantic chunking, incremental indexing, and filtered retrieval. Use when implementing document ingestion pipelines, vector search with Qdrant, or context-aware retrieval. Cove...
Detects and removes AI writing patterns from text. Use when polishing drafts, cleaning AI-generated content, or ensuring writing sounds authentically human. Invoke with "run through slop detector", "clean this...
Patterns for building intelligence layer modules (Synthesis, Query, etc.) that consume data from calculation modules via ModuleRegistry. Use when creating any intelligence layer component.
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