memory-systems
Use when implementing agent memory, persisting state across sessions, building knowledge graphs, tracking entities, or asking about "agent memory", "knowledge graph", "entity memory", "vector stores", "temporal knowledge", "cross-session persistence"
chatkit-server-implementation
This skill should be used when building ChatKit-based AI assistant servers with the OpenAI Agents SDK. It provides guidance for implementing SSE streaming, thread persistence, context passing, RAG integration, and frontend ChatKit widget integration. Use when creating conversational AI backends that need real-time streaming, thread management, or agentic tool use.
novel-generator
智能小说生成器v2.0，支持长篇小说的断点续传、智能上下文管理、三层压缩机制、章节跳转、智能导入设定、AI辅助编辑和记忆管理。当用户需要创作长篇小说、管理复杂故事结构、从外部资源导入设定、或需要AI辅助进行持续性的创意写作时使用此技能。
hybrid-search
Use when building search systems that need both semantic similarity and keyword matching - covers combining vector and BM25 search with Reciprocal Rank Fusion, alpha tuning for search weight control, and optimizing retrieval quality
command-orchestration
Orchestrates correct usage of .claude/commands during spec-driven workflows.
project-setup
This skill should be used when users want to initialize a new qualitative research project, mentions 'setup', 'initialize', 'new project', 'getting started', or asks about establishing philosophical foundations and epistemic stance. Triggers on phrases like 'start my research project', 'create a new study', 'configure my stance'.
ralph-autonomous
Autonomous coding patterns for unattended feature implementation using Ralph loop runner. Use when running Ralph autonomous loop, implementing features without supervision, handling long-running agent sessions, or when context mentions Ralph, autonomous, unattended, or batch implementation.
bb-coaching-response
Craft coaching responses for BlackBelt members in Facebook group comments. Use when "help me reply to", "FB sweep", "coach [name] on", "I'm doing a Facebook sweep", or responding to BlackBelt member questions.
moai-foundation-core
MoAI-ADK's foundational principles - TRUST 5, SPEC-First TDD, delegation patterns, token optimization, progressive disclosure, modular architecture, agent catalog, command reference, and execution rules for building AI-powered development workflows
vibe-mode
This skill should be used when the user wants to adjust Claude's interaction style and personality level. It provides four distinct tone modes ranging from formal professional to casual buddy, allowing users to customize the interaction experience based on their mood, task type, or preference. Trigger when user requests a specific vibe, tone, or personality change.
ralph
Set up Ralph for autonomous feature development. Use when starting a new feature that Ralph will implement. Triggers on: ralph, set up ralph, start ralph, new ralph feature, ralph setup. Chats through the feature idea, creates tasks with dependencies, and sets up everything for Ralph to run.
nclaude-chat
Communicate with other Claude Code sessions via nclaude. Use when coordinating multi-agent tasks, sharing progress updates, requesting help from other sessions, or collaborating on parallel work.
prompt-clarifier
WHEN: Ambiguous prompts, vague requirements, missing context, unclear instructions WHAT: Ambiguity detection + AskUserQuestion clarification + Interactive option selection WHEN NOT: Clear detailed instructions → proceed directly
unsloth-cpt
Strategies for continued pretraining and domain adaptation in Unsloth (triggers: continued pretraining, CPT, domain adaptation, lm_head, embed_tokens, rsLoRA, embedding_learning_rate).
session-logs
Discover and analyze Claude Code session logs from ~/.claude/projects, including finding the current session and extracting tool calls, user messages, and conversation history
gemini-image-generator
Generate images using Google Gemini NanoBanana via browser automation. Use this skill for general-purpose AI image generation from text prompts. Includes persistent authentication, automatic environment setup, and reference image support for style matching.
mcp-server-troubleshooting
Diagnoses and resolves common Model Context Protocol (MCP) server connection issues with OpenAI Agents SDK
prompt-engineering
Use this skill when you are writing commands, hooks, skills for Agent, or prompts for sub agents or any other LLM interaction, including optimizing prompts, improving LLM outputs, or designing production prompt templates.
superclaude-enhancer
SuperClaude 增强层 Skill，为其他 Skills 提供 SuperClaude 能力增强。 支持前置分析、后置审查、智能建议等增强模式。
