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evaluation
LLM evaluation and prompt optimization with Evidently.ai. Covers text descriptors, dataset metrics, LLM-as-a-Judge patterns, and automated prompt optimization for classification and generation tasks.
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reward
Reward model training for RLHF pipelines. Covers RewardTrainer, preference dataset preparation, sequence classification heads, and reward scaling for stable reinforcement learning. Includes thinking quality sco...
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GitHub
telegram-keyboard-design
Design Telegram bot keyboards, buttons, and conversational flows with proper UX patterns. Includes inline keyboards, reply keyboards, button callbacks, and progressive disclosure for better mobile UX.
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GitHub
prompt-improver
Improve prompts for AI agents and Telegram bots using OpenAI's prompt engineering best practices. Analyzes clarity, specificity, context, and output format. Returns structured improvements.
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GitHub
telegram-bot-ui-design
Expert in designing Telegram bot interfaces with keyboards, buttons, conversational flows, and mobile-first UX patterns.
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GitHub
fastapi-async-patterns
Create async FastAPI endpoints with proper error handling, dependency injection, service/repository patterns, and type safety. Includes async database queries, pagination, filtering, and Gemini integration.
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GitHub
fastapi-project-builder
Builds FastAPI projects from beginner to professional level, including project structure, database integration, authentication, testing, and deployment. Use when creating new FastAPI projects, adding features,...
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GitHub
ralph-prompt-generator
Generate optimized Ralph Wiggum prompts for Claude Code iterative loops. Use when the user wants to create a Ralph prompt, needs help structuring an iterative task for Claude Code, mentions Ralph Wiggum plugin,...
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GitHub
cc-actions
Configure Claude Code GitHub Actions workflows effectively. Covers automatic mode detection, event routing, subagent coordination, hooks for quality gates, MCP server integration, reusable workflows, performanc...
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GitHub
vibe-kanban-orchestration
Dispatch AI agents via Vibe Kanban MCP, monitor agent status, send follow-up messages, read agent outputs, manage worktrees. Use when orchestrating agents, spawning parallel tasks, checking agent status, or any...
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GitHub
develop-fastapi-app
Build production-ready FastAPI applications with best practices for project structure, async patterns, Pydantic models, dependency injection, database operations, and testing. Use when developing FastAPI backen...
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GitHub
housekeeper
Automatically triggers when users ask about upgrading, updating, or checking versions of Oh My Opencode or other development tools. Use for version checks, upgrade procedures, maintenance recommendations, and k...
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GitHub
opencode-agent-factory
This skill should be used when users want to "create an agent", "add an agent", "write a subagent", "configure agent parameters", or need guidance on agent structure, system prompts, tool permissions, or agent...
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GitHub
claudish-usage
CRITICAL - Guide for using Claudish CLI ONLY through sub-agents to run Claude Code with OpenRouter models (Grok, GPT-5, Gemini, MiniMax). NEVER run Claudish directly in main context unless user explicitly reque...
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GitHub
architect
Provide architecture guidance, module boundaries, data flow, API design, and trade-off analysis. Use when asked for system design, refactor plans, or architecture docs.
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GitHub
test-nice-guy
Always responds politely with a fixed greeting and closing line.
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GitHub
noteorganizer
Organizes notes into the personal knowledge base based on predefined rules. Use when the user wants to save, categorize, or organize notes and ideas.
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GitHub
ai-agent-behavior
Rules for AI agent behavior including model information display, thinking process, and model selection. Use when starting a conversation or when behavior guidelines are needed.
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GitHub
vercel-ai-sdk
Guide for Vercel AI SDK v5 implementation patterns including generateText, streamText, useChat hook, tool calling, embeddings, and MCP integration. Use when implementing AI chat interfaces, streaming responses,...
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GitHub
vercel-ai-sdk
Guide for Vercel AI SDK v5 implementation patterns including generateText, streamText, useChat hook, tool calling, embeddings, and MCP integration. Use when implementing AI chat interfaces, streaming responses,...
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GitHub
session-continuity
Ensures smooth handoff between AI sessions by capturing context and next steps before session ends.
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GitHub
context-elicitation
For complex problems where user context is insufficient, systematically elicit information through adaptive prompt patterns. Combines five complementary patterns (Flipped Interaction, Cognitive Verifier, Questi...
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GitHub
context-management
Manages personal knowledge about the user through Basic Memory. Use this skill when: (1) User requests to search/retrieve past information, (2) User requests to record/save information, or (3) Important insight...
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GitHub
create-command
This skill should be used when the user asks to "create a slash command", "add a command", "write a custom command", "define command arguments", "use command frontmatter", "organize commands", "create command w...
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