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AI agents and automation
galaxy-automation
by Delphine-L
BioBlend and Planemo expertise for Galaxy workflow automation. Galaxy API usage, workflow invocation, status checking, error handling, batch processing, and dataset management. Essential for any Galaxy automation project.
google-adk-python
by cnemri
Expert guidance on the Google Agent Development Kit (ADK) for Python. Use this skill when the user asks about building agents, using tools, streaming, callbacks, tutorials, deployment, or advanced architecture with the Google ADK in Python.
workflow-audit
by Terryc21
Systematic UI workflow auditing for SwiftUI applications. Discovers entry points, traces user flows, detects dead ends and broken promises, evaluates from user perspective.
install-md
by basecamp
Create install.md files optimized for AI agent execution. Use for ANY question about install.md files or request to create/review installation documentation for autonomous agent use.
zero-downtime-migration
by proflead
Plan a zero-downtime migration for data or infrastructure. Use when a senior developer needs a safe migration strategy.
wardley
by neurofoo
Wardley Mapping strategic analysis—map value chains against evolution to reveal build vs buy decisions and competitive dynamics. Use for technology strategy or investment decisions.
openserv-agent-sdk
by openserv-labs
Build and deploy autonomous AI agents using the OpenServ SDK (@openserv-labs/sdk). IMPORTANT - Always read the companion skill openserv-client alongside this skill, as both packages are required to build and run agents. openserv-client covers the full Platform API for multi-agent workflows and ERC-8004 on-chain identity. Read reference.md for the full API reference.
agent-browser
by pacphi
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
openserv-multi-agent-workflows
by openserv-labs
Multi-agent workflow examples to work together on the OpenServ Platform. Covers agent discovery, multi-agent workspaces, task dependencies, and workflow orchestration using the Platform Client. Read reference.md for the full API reference. Read openserv-agent-sdk and openserv-client for building and running agents.
adk
by botpress
a set of guidelines to build with Botpress's Agent Development Kit (ADK) - use these whenever you're tasked with building a feature using the ADK
claude-ecosystem
by samhvw8
"Claude Code ecosystem expertise. Modules: CLI tool (setup, slash commands, MCP servers, hooks, plugins, CI/CD), extensibility (agents, skills, output styles creation), CLAUDE.md (project instructions, optimization). Actions: configure, troubleshoot, create, deploy, integrate, optimize Claude Code. Keywords: Claude Code, Anthropic, CLI tool, slash command, MCP server, Agent Skill, hook, plugin, CI/CD, enterprise, CLAUDE.md, agentic coding, agent, skill, output-style, SKILL.md, subagent, Task tool, project instructions, token optimization. Use when: learning Claude Code features, configuring settings, creating skills/agents/hooks, setting up MCP servers, troubleshooting issues, CI/CD integration, initializing or optimizing CLAUDE.md files."
cox
by ewanyuan
Cox 编程 - 为您的 AI 编程体验保驾护航。帮助开发团队掌握项目进展、识别开发风险、了解系统健康状态。提供项目进度跟踪、迭代管理(MVP驱动)、任务状态管理、开发假设记录、应用模块监控、测试埋点和异常分析等功能。支持静态网页和交互网页两种方案,适合不同环境和团队规模。网页按迭代分组展示,清晰呈现每个迭代的进度和任务。
agently-task-dev
by okwinds
Use only when the user explicitly wants to build with the Agently framework (mentions Agently/agently/OpenAICompatible/TriggerFlow/ToolExtension/ChromaCollection, or says “用 Agently 做/用 agently 做”). Deliver runnable code plus regression tests validating schema/ensure_keys and streaming (delta/instant/streaming_parse), with optional tools (Search/Browse/MCP), TriggerFlow orchestration, KB (ChromaDB), and serviceization (SSE/WS/HTTP). Do not use for generic streaming/testing questions that are not about Agently, or for prompt-only writing without tests/structure.
ai-agent-prd
by okwinds
"Write comprehensive PRDs for AI Agent products—covering agent identity, capability architecture (skills, tools, memory, RAG, workflows), behavior specifications, safety guardrails, and evaluation frameworks. Use when: designing conversational agents, autonomous agents, copilots, multi-agent systems, or any LLM-powered agentic application. Triggers: 'AI agent PRD', 'agent product requirements', 'design AI agent', 'agent capability spec', 'LLM agent requirements', '智能体PRD', '智能体需求文档', '对话机器人PRD', '多智能体系统需求'. Anti-triggers: '传统PRD(非智能体)', '只润色提示词/只写Prompt', '只写用户故事/验收标准但不涉及工具调用、记忆或RAG'."
skill-create-flow
by okwinds
Create new high-quality agent skills with a standalone, repeatable workflow (no dependency on other skills). Use when you want to go from a vague skill idea → narrow scope → extract expert frameworks → write SKILL.md + examples/evals/index/changelog artifacts → self-validate with test prompts.
skill-review-audit
by okwinds
Use when a user asks to review, interpret, or audit an AI agent skill (SKILL.md plus bundled scripts/references/assets) for capabilities, triggering behavior, tool/command usage, safety & privacy risk, supply-chain provenance, quality gaps, and improvement recommendations; also use when validating a skill before installing or deploying it.
prd-to-engineering-spec
by okwinds
"Transform PRD (Product Requirements Document) into actionable engineering specifications. Creates detailed technical specs that developers can implement step-by-step without ambiguity. Covers data modeling, API design, business logic, security architecture, deployment, and agent system design. Use when: converting product requirements to technical specs, validating PRD completeness, planning technical implementation, creating task breakdowns, or defining test specifications. Triggers: 'PRD to spec', 'convert requirements', 'technical spec from PRD', 'engineering doc from requirements', 'validate PRD'."
cox
by ewanyuan
Cox Programming - Safeguarding your AI programming experience. Helps development teams grasp project progress, identify development risks, and understand system health status. Provides project progress tracking, iteration management (MVP-driven), task status management, development assumption recording, application module monitoring, test tracing points, and anomaly analysis functions. Supports both static web and interactive web solutions, suitable for different environments and team sizes. Web pages are grouped by iteration, clearly presenting the progress and tasks of each iteration.
shortcuts-generator
by drewocarr
Generate macOS/iOS Shortcuts by creating plist files. Use when asked to create shortcuts, automate workflows, build .shortcut files, or generate Shortcuts plists. Covers 1,155 actions (427 WF*Actions + 728 AppIntents), variable references, and control flow.
agent-browser
by rohunj
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
skill-publish
by b-open-io
This skill should be used when the user asks to "publish a plugin", "release a plugin", "bump plugin version", "update a Claude Code plugin", "publish skills", or mentions plugin publishing, plugin release, or skill distribution. Handles version bumping, changelog updates, git workflow, and publishing for both Claude Code plugins and standalone Agent Skills.
asteroid-agent
by daydreamsai
Builds a near-Earth asteroid tracking agent using NASA NeoWs API with x402 payments. Use when creating space object trackers, asteroid alert systems, or planetary defense data feeds.
agent-teams
by JochenYang
Create agent teams for parallel collaboration. Triggers on keywords like team, parallel, multi-agent, coordinate, collaborate, review team, multiple perspectives, agent-teams.
b2a-agents
by daydreamsai
Builds agents that serve other AI agents (B2A). Use when designing x402 agents for agent-to-agent data sales, evaluating if a data niche is suitable for agents, or when asked to "build something agents would pay for".