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production-operations
managing live agents through the Observe-Act-Evolve loop. Use this to maintain performance, manage unpredictable costs, and strategically improve agents based on production data.
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devops llm ai AI Skills
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amnesia
Search and save conversation memories using semantic search. Use this skill when the user mentions past conversations, asks "do you remember", or when historical context from previous sessions would help solve...
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agent-evaluation
methodologies for assessing agent capabilities, tool-use trajectories, and final response quality. Use this to implement automated testing and human-in-the-loop validation for agents.
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fd-design-philosophy
Expert skill for design philosophy, visual identity, brand aesthetics, and design system foundations. Use when defining visual direction, establishing brand feel, creating design principles, or setting the over...
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gemini-session-management
strategies for managing agent sessions, handling conversation history (events), and implementing compaction (summarization/truncation) to prevent context overflow.
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linebot-setup
LINE Bot Messaging API 設定與除錯指南。包含 LINE Developers Console 設定、Webhook URL 配置、SSL 憑證要求、常見錯誤排解。當用戶需要：(1) 建立新的 LINE Bot、(2) 設定 Webhook URL、(3) 排解 SSL 連線錯誤、(4) 排解 L...
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GitHub
dalec-spec-generator
Agent skill for generating Dalec specification files from GitHub repositories with deterministic workflow
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agentic-rag
strategies for building Agentic RAG systems. Use this to move beyond static retrieval by using autonomous agents for adaptive source selection, query expansion, and multi-step reasoning.
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GitHub
llm-ops
Local LLM health checks and cache management. Probe Ollama/vLLM/SGLang endpoints, clean model caches.
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media-management-and-annotation
Management of project photos, optimization, and on-image annotations for technicians.
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GitHub
device-discovery-service
Guides device discovery implementation patterns for AI2AI connections. Use when implementing device discovery, BLE scanning, or WiFi-based device detection.
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GitHub
linebot-image-combo
LINE Bot 題庫與筆記圖片製作的 Gemini + matplotlib 連續技。整合 AI 生成高品質底圖與程式化中文標籤，產出符合 LINE Bot 規格的圖片（< 300KB、手機可讀）。
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GitHub
using-superpowers
在开始任何对话时使用 - 建立如何查找和使用技能，要求在包括澄清问题在内的任何响应之前调用 Skill 工具
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GitHub
clarify-skill
澄清用户意图的 Skill。当用户给出模糊想法、需要脑暴、需要讨论设计时触发。触发词：帮我想想、我想做、讨论一下、澄清、clarify。
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GitHub
connection-orchestrator-patterns
Guides connection orchestration patterns: Personality AI Layer routing, compatibility scoring, connection prioritization. Use when implementing AI2AI connections, device communication, or connection management.
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GitHub
parallel-dispatch
Use when facing multiple tasks or failures. Provides decision framework for concurrent vs sequential execution. Invoke before dispatching multiple subagents.
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GitHub
testskill
A sample skill for testing agent capabilities.
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GitHub
ai-sdk-core
Build backend AI with Vercel AI SDK v6 stable. Covers Output API (replaces generateObject/streamObject), speech synthesis, transcription, embeddings, MCP tools. Includes v4→v5 migration and 12 error solutions....
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GitHub
skill-creation
Authoritative & opinionated way for creating, updating, validating, and managing skills. Enforces the contextual framework and YAML frontmatter standards required by Claude Code.
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GitHub
pattern-emergence-detector
Generated skill from request: pattern emergence detector
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GitHub
gemini-structured-output
Guide for using Structured Outputs with Gemini API to ensure type-safe JSON responses, including Zod integration.
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GitHub
create-agents-md
创建或更新 AGENTS.md 文件，为 AI coding agents 提供项目上下文和指令。当用户要求创建 AGENTS.md、设置 agent 指南、或添加项目特定的 agent 指令时使用此技能。
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GitHub
ai2ai-privacy-validation
Enforces AI2AI privacy validation: anonymized data exchange, no personal identifiers, privacy-preserving learning. Use when implementing AI2AI features, validating privacy, or ensuring privacy compliance.
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GitHub
agent-security-governance
comprehensive security layers for autonomous agents. Use this to implement system instructions as constitutions, multi-stage filtering, and continuous red-teaming.
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