Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific domains.

wshobson33.9k

Patrones de Arquitectura

Team Communication Protocols

Structured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to avoid. Use this skill when establishing communication norms for a newly spawned team, when deciding whether to send a direct message or a broadcast, when a team-lead needs to review and approve an implementer's plan before work begins, when orchestrating a graceful team shutdown after all tasks are complete, or when debugging why teammates are not coordinating correctly at integration points.

wshobson33.9k

LLM & AI

Team Composition Patterns

Design optimal agent team compositions with sizing heuristics, preset configurations, and agent type selection. Use this skill when deciding how many agents to spawn for a task, when choosing between a review team versus a feature team versus a debug team, when selecting the correct subagent_type for each role to ensure agents have the tools they need, when configuring display modes (tmux, iTerm2, in-process) for a CI or local environment, or when building a custom team composition for a non-standard workflow such as a migration or security audit.

wshobson33.9k

Depuración

Binary Analysis Patterns

Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing static analysis on binaries.

wshobson33.9k

Base de Conocimientos

Postmortem Writing

Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response processes.

wshobson33.9k

Calidad de Código

Context Management Context Save

Use when working with context management context save

sickn3333.8k

Administración de Sistemas

Hierarchical Agent Memory

Scoped CLAUDE.md memory system that reduces context token spend. Creates directory-level context files, tracks savings via dashboard, and routes agents to the right sub-context.

sickn3333.8k

Desarrollo E-commerce

Odoo Ecommerce Configurator

Expert guide for Odoo eCommerce and Website: product catalog, payment providers, shipping methods, SEO, and order-to-fulfillment workflow.

sickn3333.8k

Ventas y Marketing

Skill Router

Use when the user is unsure which skill to use or where to start. Interviews the user with targeted questions and recommends the best skill(s) from the installed library for their goal.

sickn3333.8k

Productividad e Integración

Skill Creator

To create new CLI skills following Anthropic's official best practices with zero manual configuration. This skill automates brainstorming, template application, validation, and installation processes while maintaining progressive disclosure patterns and writing style standards.

sickn3333.8k

Depuración

Blockrun

BlockRun works with Claude Code and Google Antigravity.

sickn3333.8k

LLM & AI

Agent Orchestrator Task

Agent skill for orchestrator-task - invoke with $agent-orchestrator-task

ruvnet32.3k

LLM & AI

Agent Scout Explorer

Agent skill for scout-explorer - invoke with $agent-scout-explorer

ruvnet32.3k

Productividad e Integración

Swarm Orchestration

Orchestrate multi-agent swarms with agentic-flow for parallel task execution, dynamic topology, and intelligent coordination. Use when scaling beyond single agents, implementing complex workflows, or building distributed AI systems.

ruvnet32.3k

Ingeniería de Datos

Swarm Advanced

Advanced swarm orchestration patterns for research, development, testing, and complex distributed workflows

ruvnet32.3k

Herramientas de Laboratorio

Cli Anything Notebooklm

Experimental NotebookLM harness for listing notebooks, managing sources, asking questions, generating artifacts, and downloading outputs through an installed notebooklm CLI.

HKUDS31.4k

Productividad e Integración

Cli Hub Meta Skill

Discover agent-native CLIs for professional software. Access the live catalog to find tools for creative workflows, productivity, AI, and more.

HKUDS31.4k

Paquetes y Distribución

Update Llms

Update the llms.txt file in the root folder to reflect changes in documentation or specifications following the llms.txt specification at https://llmstxt.org/

github30.3k

Documentación Técnica

Tldr Prompt

Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries.

github30.3k

Documentos

Memory Merger

Merges mature lessons from a domain memory file into its instruction file. Syntax: `/memory-merger >domain [scope]` where scope is `global` (default), `user`, `workspace`, or `ws`.

github30.3k

Monitorización

Breakdown Feature Prd

Prompt for creating Product Requirements Documents (PRDs) for new features, based on an Epic.

github30.3k

Administración de Sistemas

Mcp Cli

Interface for MCP (Model Context Protocol) servers via CLI. Use when you need to interact with external tools, APIs, or data sources through MCP servers, list available MCP servers/tools, or call MCP tools from command line.

github30.3k

LLM & AI

Nano Banana Pro Openrouter

Generate or edit images via OpenRouter with the Gemini 3 Pro Image model. Use for prompt-only image generation, image edits, and multi-image compositing; supports 1K/2K/4K output.

github30.3k

LLM & AI

Agent Governance Patterns

Patterns and techniques for adding governance, safety, and trust controls to AI agent systems. Use this skill when: - Building AI agents that call external tools (APIs, databases, file systems) - Implementing policy-based access controls for agent tool usage - Adding semantic intent classification to detect dangerous prompts - Creating trust scoring systems for multi-agent workflows - Building audit trails for agent actions and decisions - Enforcing rate limits, content filters, or tool restrictions on agents - Working with any agent framework (PydanticAI, CrewAI, OpenAI Agents, LangChain, AutoGen)

github30.3k

Administración de Sistemas

Arch Linux Triage

Triage and resolve Arch Linux issues with pacman, systemd, and rolling-release best practices.

github30.3k

Plugins de IDE

Finnish Humanizer

Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it. Use when asked to "humanize", "naturalize", or "remove AI feel" from Finnish text, or when editing .md/.txt files containing Finnish content. Identifies 26 patterns (12 Finnish-specific + 14 universal) and 4 style markers.

github30.3k

Calidad de Código

Boost Prompt

Interactive prompt refinement workflow: interrogates scope, deliverables, constraints; copies final markdown to clipboard; never writes code. Requires the Joyride extension.

github30.3k

Ingeniería de Datos

Create Specification

Create a new specification file for the solution, optimized for Generative AI consumption.

github30.3k

LLM & AI

Make Skill Template

Create new Agent Skills for GitHub Copilot from prompts or by duplicating this template. Use when asked to "create a skill", "make a new skill", "scaffold a skill", or when building specialized AI capabilities with bundled resources. Generates SKILL.md files with proper frontmatter, directory structure, and optional scripts/references/assets folders.

github30.3k

Documentación Técnica

Microsoft Docs

Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and more. Uses Microsoft Learn MCP as the default, with Context7 and Aspire MCP for content that lives outside learn.microsoft.com.

github30.3k

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