skill-creator
Create new Agent Skills for the Momentum Firmware project
Найдите подходящую возможность для вашего агента.
Create new Agent Skills for the Momentum Firmware project
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 Claude's capabilities with specialized knowledge, workflows, or tool integrations.
This skill should be used when the user asks to 'extract a skill from a conversation', 'convert conversation to skill', 'create skill from chat history', 'generate skill from session', or mentions extracting reusable workflows from Claude Code conversations. Uses Fabric AI patterns to distill conversations into actionable skills.
Fine-tune LLMs 2x faster with 80% less memory using Unsloth. Use when the user wants to fine-tune models like Llama, Mistral, Phi, or Gemma. Handles model loading, LoRA configuration, training, and model export.
LangChain framework utilities for chains, agents, and RAG
Reviews Claude configuration files for security, structure, and prompt engineering quality. Use when reviewing changes to CLAUDE.md files (project-level or .claude/), skills (SKILL.md), agents, prompts, commands, or settings. Validates YAML frontmatter, progressive disclosure patterns, token efficiency, and security best practices. Detects critical issues like committed settings.local.json, hardcoded secrets, malformed YAML, broken file references, oversized skill files, and insecure agent tool access.
Use when you need to access MCP servers without installing them directly in Claude Code. MCPorter provides CLI access to any MCP server via npx, enabling tool discovery, direct calls, and ad-hoc connections. Use for accessing external MCP capabilities like browser automation, API integrations, or any MCP-based tooling.
Train and fine-tune LLMs using HuggingFace TRL, Transformers, and cloud GPU infrastructure with SFT, DPO, GRPO methods
Search and retrieve official Microsoft documentation, code samples, and technical information. Use PROACTIVELY when researching Azure AI Search, Copilot Studio, Azure Cognitive Services, Azure App Service, Microsoft 365, Power Platform, Power Automate, or Power Apps. Trigger on: "how do I implement", "what is the difference", "how does this feature work", "Azure", "Microsoft", "Copilot", "Power Platform", or when official docs links and code examples are needed. Always include source URLs from Microsoft Learn.
Memory-First development workflow integrating Serena short-term project memory and Cipher long-term design knowledge for efficient LoRAIro development
Expert guide for Jean Claude CLI - a sophisticated AI orchestration framework featuring two-agent workflows, event sourcing, coordinator pattern with ntfy.sh, agent note-taking, mailbox communication, and real-time monitoring. Use when user asks about jc commands, workflows, Beads integration, agent coordination, or Jean Claude architecture.
Use when starting any conversation - establishes mandatory workflows for finding and using skills, including using Skill tool before announcing usage, following brainstorming before coding, and creating TodoWrite todos for checklists
Train and use SuperBPE tokenizers for 20-33% token reduction across any project. Covers training, optimization, validation, and integration with any LLM framework. Use when you need efficient tokenization, want to reduce API costs, or maximize context windows.
Expert-level AI system design, MLOps, architecture patterns, and AI infrastructure
Expert guidance for interacting with Azure AI Search using the REST API. Use this skill when you need to create, manage, or query search indexes, knowledge bases, knowledge sources, upload documents, perform full-text/vector/hybrid searches, or implement agentic retrieval via REST. Covers data plane operations for the 2025-11-01-preview API version.
Explains how to create Synapse plugin actions. Use when the user asks to "create an action", "write an action", uses "@action decorator", "BaseAction class", "function-based action", "class-based action", "Pydantic params", "ActionPipeline", "DataType", "input_type", "output_type", "semantic types", "YOLODataset", "ModelWeights", "pipeline chaining", or needs help with synapse plugin action development.