Agents
AI agents and automation
mermaid-diagram-generator
by rysweet
Converts architecture descriptions, module specs, or workflow docs into Mermaid diagrams. Use when visualizing brick module relationships, workflows (DDD, investigation), or system architecture. Supports: flowcharts, sequence diagrams, class diagrams, state machines, entity relationship diagrams, and Gantt charts. Generates valid Mermaid syntax for embedding in markdown docs.
default-workflow
by rysweet
Development workflow for features, bugs, refactoring. Auto-activates for multi-file implementations.
investigation-workflow
by rysweet
6-phase investigation workflow for understanding existing systems. Auto-activates for research tasks. Optimized for exploration and understanding, not implementation. Includes parallel agent deployment for efficient deep dives and automatic knowledge capture to prevent repeat investigations.
github-copilot-cli-expert
by rysweet
Expert knowledge of GitHub Copilot CLI - installation, configuration, usage, custom agents, MCP servers, and version management. Use when asking about copilot cli, copilot commands, installing copilot, updating copilot, copilot features.
design-patterns-expert
by rysweet
Comprehensive knowledge of all 23 Gang of Four design patterns with progressive disclosure (Quick/Practical/Deep), pattern recognition for problem-solving, and philosophy-aligned guidance to prevent over-engineering.
product-strategy-analyzer
by zephyrwang6
产品战略分析与可行性评估。当用户需要分析产品创意、评估市场机会、探讨产品可能性时使用此技能。使用"倒推法"（从终局往回推）和"顺推法"（从现状往前推）进行系统分析，搜索竞品、评估竞争格局、给出战略建议。
goal-seeking-agent-pattern
by rysweet
Guides architects on when and how to use goal-seeking agents as a design pattern. This skill helps evaluate whether autonomous agents are appropriate for a given problem, how to structure their objectives, integrate with goal_agent_generator, and reference real amplihack examples like AKS SRE automation, CI diagnostics, pre-commit workflows, and fix-agent pattern matching.
start-work
by zephyrwang6
每日工作启动助手。读取Obsidian收件箱、计划文件，提醒今日待办，询问内容创作计划，展示周计划进度，调用热点采集。触发词："开始工作"、"开启新一天"、"今天做什么"。帮助用户快速进入高效工作状态。
topic-collector
by zephyrwang6
AI热点采集工具。从Twitter/X、Product Hunt、Reddit、Hacker News、博客等采集AI相关热点内容。当用户说"开始今日选题"、"采集热点"、"看看今天有什么新闻"、"今日AI热点"时触发。聚焦领域：Vibe Coding、Claude Skill、AI知识管理、AI模型更新、AI新产品、海外热点。
agent-sdk
by rysweet
Comprehensive knowledge of Claude Agent SDK architecture, tools, hooks, skills, and production patterns. Auto-activates for agent building, SDK integration, tool design, and MCP server tasks.
knowledge-extractor
by rysweet
Extracts key learnings from conversations, debugging sessions, and failed attempts. Use at session end or after solving complex problems to capture insights. Stores discoveries in memory (via amplihack.memory.discoveries), suggests PATTERNS.md updates, and recommends new agent creation. Ensures knowledge persists across sessions via Kuzu memory backend.
market-researcher-agent
by michaelboeding
Use this skill to research markets, understand trends, find opportunities, and validate ideas. Triggers: "market research", "market analysis", "market opportunity", "market size", "TAM SAM SOM", "industry analysis", "market trends", "validate idea", "market validation", "customer research", "market sizing", "opportunity analysis" Outputs: Market report with size, trends, opportunities, competitive landscape.
product-engineer-agent
by michaelboeding
Use this skill to design new products, iterate on product ideas, or develop product specifications. Triggers: "design product", "new product idea", "product concept", "product development", "product spec", "iterate on product", "product design", "invention", "prototype spec", "product requirements", "product engineering", "develop product" Outputs: Product specification, BOM estimate, feature breakdown, differentiation analysis.
patent-lawyer-agent
by michaelboeding
Use this skill for intellectual property guidance, prior art research, patent strategy, and drafting patent applications. Triggers: "patent", "prior art", "IP protection", "intellectual property", "patent search", "patentability", "patent claims", "invention disclosure", "patent strategy", "trade secret", "patent application", "freedom to operate", "infringement", "draft patent", "write patent", "provisional patent", "patent document", "design around", "get around patent", "avoid patent", "work around patent", "FTO", "freedom to operate analysis", "patent analysis" Outputs: Patentability assessment, prior art report, draft claims, IP strategy, full patent application draft, design-around analysis. DISCLAIMER: This is informational only, not legal advice. Consult a licensed patent attorney.
competitive-intel-agent
by michaelboeding
Use this skill to analyze competitors, find competitive gaps, and develop competitive strategy. Triggers: "competitor analysis", "competitive analysis", "analyze competitor", "competitive intel", "competitive intelligence", "competitive landscape", "competitor comparison", "beat competitor", "competitor weakness", "competitive advantage", "competitor research" Outputs: Competitive matrix, gap analysis, differentiation strategy, battlecards.
parallel-builder
by michaelboeding
Divide-and-conquer implementation from specs/plans. Decomposes a reference document into independent tasks, assigns each to a builder agent, executes in parallel waves respecting dependencies, then integrates results. Use when you have a spec, PRD, plan, or large feature to implement quickly with parallel execution.
feature-council
by michaelboeding
Multi-agent feature implementation. Spawns independent solver agents that each implement the feature from scratch, then synthesizes the best elements from each. Use when building complex features where you want diverse approaches and comprehensive edge case coverage.
review-analyst-agent
by michaelboeding
Use this skill to analyze product reviews, find common issues, and prioritize improvements. Triggers: "analyze reviews", "review analysis", "customer feedback", "what are people saying", "product reviews", "review sentiment", "find complaints", "customer complaints", "improvement recommendations", "voice of customer", "VOC analysis", "feedback analysis" Outputs: Prioritized issues, sentiment analysis, improvement recommendations.
debug-council
by michaelboeding
Research-aligned self-consistency for debugging. Spawns independent solver agents that each explore and debug the problem from scratch. Uses majority voting. Based on "Self-Consistency Improves Chain of Thought Reasoning" (Wang et al., 2022). Use for critical bugs, algorithms, or when other approaches have failed.
the-jira-cloud-platform-rest-api
by Yuyz0112
Jira Cloud platform REST API documentation. Use when working with the The Jira Cloud platform REST API or when the user needs to interact with this API.
freshservice-manager
by krishagel
Manage Freshservice tickets, approvals, and get team performance reports across all workspaces
reinforcement-learning
by pluginagentmarketplace
Q-learning, DQN, PPO, A3C, policy gradient methods, multi-agent systems, and Gym environments. Use for training agents, game AI, robotics, or decision-making systems.
agent-mail
by Dicklesworthstone
"MCP Agent Mail - Mail-like coordination layer for multi-agent workflows. Identities, inbox/outbox, file reservations, contact policies, threaded messaging, pre-commit guard, Human Overseer, static exports, disaster recovery. Git+SQLite backed. Python/FastMCP."
ntm
by Dicklesworthstone
"Named Tmux Manager - Multi-agent orchestration for Claude Code, Codex, and Gemini in tiled tmux panes. Visual dashboards, command palette, context rotation, robot mode API, work assignment, safety system. Go CLI."