Agents
AI agents and automation
system-prompts
by MuseLinn
Write system prompts, tool docs, and agent definitions. Project tag conventions + RFC 2119 keywords + dense compression. Use when authoring or editing any prompt the model reads.
audio-engineering-patterns
by organvm-iv-taxis
Audio production concepts, DSP fundamentals, mixing/mastering techniques, and DAW workflows. Bridges modular synthesis philosophy with practical audio engineering. Triggers on audio production, mixing, sound design, DSP, or music technology requests.
galaxy-workflow-development
by Delphine-L
Expert in Galaxy workflow development, testing, and IWC best practices. Create, validate, and optimize .ga workflows following Intergalactic Workflow Commission standards.
brainctl
by TSchonleber
"Unified agent memory CLI — read, write, search, and maintain the shared memory spine (brain.db). Use for persistent cross-session memory, knowledge graph, event logging, decisions, affect tracking, and consolidation."
skill-manager
by bahayonghang
Lifecycle manager for GitHub-based skills. Use this to batch scan your skills directory, check for updates on GitHub, and perform guided upgrades of your skill wrappers.
musepi-find-simplifications
by MuseLinn
在 MusePi 代码库找非显然的简化点——无生产消费者的公开方法/事件/配置项/helper、两个表示镜像同一事实、投机通用化、手搓重复中央工具或 Bun 内置的实现；产出有证据的候选清单（评审过、可进 PR + CHANGELOG）。触发："找找简化机会 / 这代码能简化吗 / 哪些是死代码 / 这个包有必要存在吗"。
tdd
by helderberto
Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants test-first development, or requests TDD workflow.
aidlc
by konippi
"AI-DLC (AI-Driven Development Life Cycle) workflow orchestration. Use when user says 'Using AI-DLC' or needs structured software development with requirements, design, and implementation through Inception, Construction, and Operations phases."
langchain-embeddings
by evanfang0054
使用 LangChain 中的嵌入模型集成指南，包括 OpenAI、Azure 和本地嵌入
tracepact
by dcdeve
Behavioral testing and static analysis framework for AI agents with tool use. Tests that agents call the right tools, in the right order, with the right arguments. Audits SKILL.md files for security risks without executing the agent. Records and replays agent behavior via cassettes for deterministic CI testing.
agent-workspace
by groeimetai
This skill should be used when the user asks to "agent workspace", "workspace configuration", "workspace form", "workspace list", "agent assist", "contextual side panel", "workspace customization", or any ServiceNow Agent Workspace development.
deepagents-subagents
by evanfang0054
在 Deep Agents 中使用 SubAgentMiddleware 启动子代理进行任务委托、上下文隔离和专门工作。
safe-update
by web3blind
Stateful and low-risk OpenClaw update workflow with precheck, backup, release-impact analysis, postcheck, auto-rollback, and cleanup. Use when user asks to safely update OpenClaw with rollback-ready backups and minimal manual steps.
ask-effective-llm-coder
by NavanithanS
Best practices for LLM-assisted coding. Declarative workflows, simplicity, tenacity.
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.