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THE COLLECTION / AI for AI Agents and Frameworks

Methods for AI for AI Agents and Frameworks.

Explore the methods in this collection, see what each skill covers and choose where to start.

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45 skills in this collectionOriginal methods and associated resourcesFree download with an account

WHAT IS INSIDE

The methods.
One by one.

Open a skill to see what it covers. Its individual page explains the method and the available download formats.

A pack is a collection of skills. A practice example helps you apply a method; it does not replace the skills themselves. Some tasks require external tools, access and your review.

45 skills in this collection

adsComprehensive paid advertising audit and optimization for any business type. Performs full multi-platform audits (Google Ads, Meta Ads, LinkedIn Ads, TikTok Ads, Microsoft Ads), single-platform deep analysis, conversion tracking health checks, creative quality assessment, budget allocation optimization, bidding strategy evaluation, and compliance verification. Industry detection for SaaS, e-commerce, local service, B2B enterprise, info products, mobile app, real estate, healthcare, finance, and...

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/claude-ads/SKILL.md

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agent-personasUna colección de agentes IA especializados con personalidad, procesos probados y deliverability medible. Cada agente es un archivo .md que puedes copiar a tu directorio de agentes de Claude Code, Cursor, etc.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/agent-personas/SKILL.md

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agno-developerAgno es un framework de alto nivel para construir agentes de IA. Soporta: - Agentes simples y multi-agente - Memoria persistente (session + long-term) - Herramientas: web search, filesystem, database, RAG - Razonamiento estructurado…

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/verticals/ai-agents-frameworks/skills/agno-developer/SKILL.md

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claude-code-optimizationOptimiza el rendimiento de Claude Code, Codex, Opencode y Cursor con skills, instincts, memory y security avanzados.

A method included in the original pack

skills/transversal/claude-code-optimization/SKILL.md

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claude-code-patternsPatrones de Claude Code (Anthropic) para construir mejores coding agents y agentes IA.

A method included in the original pack

skills/transversal/ai-agent-engineering/skills/claude-code-patterns/SKILL.md

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claude-howtoFuente: https://github.com/luongnv89/claude-howto (MIT, 5900+ estrellas)

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/ai-agent-engineering/skills/claude-howto/SKILL.md

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claude-mem-integrationPlugin de memoria persistente para agentes de IA. Captura automaticamente: - Cada tool call que ejecuta el agente - El contexto de cada sesión - Resumenes semanticos generados por IA

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/claude-mem-integration/SKILL.md

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clawteamMulti-agent orchestration CLI that makes OpenClaw, Claude Code, Codex and any CLI agent work together as a team. Each agent gets its own git worktree, tmux window, and identity. They coordinate via inbox messaging and can spawn sub-agents for complex tasks.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/clawteam/SKILL.md

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crewai-developerFramework para coordinar múltiples agentes de IA como un equipo. Cada agente tiene: - Role: su función (e.g. 'Researcher', 'Writer') - Goal: su objetivo especifico - Backstory: su historia/descripcion para dar contexto

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/verticals/ai-agents-frameworks/skills/crewai-developer/SKILL.md

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dspy-developerDSPy (Declarative Self-Improving Programs) es un framework que automatiza la optimization de prompts y weights en pipelines de IA.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/verticals/ai-agents-frameworks/skills/dspy-developer/SKILL.md

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generative-aiGeneración de imagen y vídeo con IA: Midjourney, DALL-E 3, Stable Diffusion, Leonardo.ai, Flux, Ideogram, Runway, Pika, Kling, Seedance, Veo 3, Sora, Higgsfield. Fórmula nano-banana de 6 niveles, plantillas por plataforma, guías de uso, errores comunes y workflow end-to-end.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/generative-ai/SKILL.md

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google-adk-developerEl Agent Development Kit de Google es un framework open-source para construir agentes de IA con Gemini y herramientas de Google Workspace.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/verticals/ai-agents-frameworks/skills/google-adk-developer/SKILL.md

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ia-agent-patternsCombina razonamiento explícito con acciones. El agente entre pensar y actuar.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/ia-agent-patterns/SKILL.md

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Image Prompt EngineerExpert photography prompt engineer specializing in crafting detailed, evocative prompts for AI image generation. Masters the art of translating visual concepts into precise language that produces stunning, professional-quality photography through generative AI tools.

A method included in the original pack

skills/transversal/design-image-prompt-engineer/SKILL.md

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knowledge-baseCrea, organiza y mantiene bases de conocimiento estructuradas para empresas y equipos. Ideal para documentar procesos internos, crear help centers, manuales de producto, wikis corporativas o sistemas de soporte self-service. Se activa con phrases como "crear base de conocimiento", "documentar proceso", "help center", "wiki corporativa", "manual de producto" o "knowledge base structure".

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/knowledge-base/SKILL.md

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manus-planning-workflowImplementa el workflow de planning persistente estilo Manus que costo $75M de inversión. Planificación de tareas complejas.

A method included in the original pack

skills/transversal/manus-planning-workflow/SKILL.md

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mastra-developerMastra es un framework para construir voice agents y aplicaciones de IA conversacional. Permite pipelines de voz completos: STT - LLM - TTS.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/verticals/ai-agents-frameworks/skills/mastra-developer/SKILL.md

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mcp-server-developerEl Model Context Protocol es un protocolo estándar para que agentes de IA interactuen con herramientas externas. Desarrollado por Anthropic.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/verticals/ai-agents-frameworks/skills/mcp-server-developer/SKILL.md

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memory-agent-developerUn agente sin memoria es un idiota: cada conversación empieza de cero. Un agente con memoria puede:

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/verticals/ai-agents-frameworks/skills/memory-agent-developer/SKILL.md

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memory-hygieneAudit, clean, and optimize Clawdbot's vector memory (LanceDB). Use when memory is bloated with junk, token usage is high from irrelevant auto-recalls, or setting up memory maintenance automation.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/memory-hygiene/SKILL.md

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obsidianWork with Obsidian vaults via obsidian-cli. Search, create, move, and delete notes programmatically.

A method included in the original pack

skills/transversal/obsidian/SKILL.md

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obsidian-markdown-agentEnseña a tu agente a usar Obsidian con Markdown, Bases, JSON Canvas y CLI. Organiza tu conocimiento con eficiencia.

A method included in the original pack

skills/transversal/obsidian-markdown-agent/SKILL.md

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proactive-alertsSend direct, unprompted alerts to Javi via Telegram when something important is detected. This is for high-value, time-sensitive, or action-required situations — not routine status updates.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/proactive-alerts/SKILL.md

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Project Planning ManusPatrón de planificación que usa archivos markdown como 'disco duro del cerebro' del agente. Cada proyecto complejo = 3 archivos que persisten entre sesiones.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/project-planning-manus/SKILL.md

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prompt-engineeringSkill transversal para creación y optimización de prompts de imagen, video y texto. Úsala cuando necesites mejores prompts para generación de contenido AI o cuando quieras mejorar un prompt existente.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/prompt-engineering/SKILL.md

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prompt-guard1200+ pattern AI agent security defense covering prompt injection, indirect injection, multimodal attacks, MCP/tool poisoning, supply chain injection, memory poisoning, RAG poisoning, cross-agent propagation, skill weaponization, ASCII smuggling, unicode steganography, action gate bypass, cascade amplification, multi-turn manipulation, authority escalation, PII/cloud credentials DLP, code exfiltration, guardrails bypass, and agentic workflow exploitation. Platform-agnostic — works on Claude Code...

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/prompt-guard/SKILL.md

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pydanticai-developerFramework de agentes de IA centrado en type safety y production-ready. Usa Pydantic para validar tanto los inputs como los outputs de los agentes.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/verticals/ai-agents-frameworks/skills/pydanticai-developer/SKILL.md

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qmd-session-startupAt the start of each session (or whenever a client/project is mentioned), query QMD to load relevant context from the Obsidian vault and workspace memory. This gives the agent immediate background on who's being discussed without manual…

A method included in the original pack

skills/transversal/qmd-session-startup/SKILL.md

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qwen-36-plusEste es el diferenciador real. En workflows multi-turn, los modelos normalmente pierden su 'chain of thought' entre turnos (agent amnesia). Con preservethinking activado:

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/ai-agent-engineering/skills/qwen-36-plus/SKILL.md

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rag-application-developerArquitectura: 1. Indexing: documentos - chunks - embeddings - vector DB 2. Retrieval: query - embeed - buscar chunks similares 3. Generation: chunks recuperados + query - LLM - respuesta

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/verticals/ai-agents-frameworks/skills/rag-application-developer/SKILL.md

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ragflow-deploymentRAG engine open-source que va mas allá del simple vector search. Combina: - Deep document understanding (parsea PDFs, DOCX, imagenes, tablas) - Knowledge graph extraction - Hybrid search con re-ranking - Agentic workflows - Code executor…

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/ragflow/skills/ragflow-deployment/SKILL.md

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ragflow-integrationRAG engine de código abierto con capacidades de Agent para retrieval augmented generation de alta calidad con LLMs.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/ragflow-integration/SKILL.md

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repowiseCodebase intelligence engine. Inspirado en repowise-dev/repowise(https://github.com/repowise-dev/repowise).

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/ai-agent-engineering/skills/repowise/SKILL.md

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session-loggerAfter each significant session or interaction with Javi, log a summary to Obsidian so future sessions can pick up context without needing to re-explain everything.

A method included in the original pack

skills/transversal/session-logger/SKILL.md

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skill-scannerScan skills for malware, spyware, crypto-miners, and malicious code patterns before installation.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/skill-scanner/SKILL.md

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Skill AuditorAudita skills contra los estandares de calidad de EASYCLAWINSTALLER (basado en Trail of Bits CLAUDE.md).

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/skill-auditor/SKILL.md

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Skill Authoring GuideGuia para crear skills de calidad profesional para OpenClaw. Inspirado en los estandares internos de Trail of Bits para su colección de skills.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/skill-authoring-guide/SKILL.md

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subagent-driven-developmentUse when executing implementation plans with independent tasks in the current session.

A method included in the original pack

skills/transversal/subagent-driven-development/SKILL.md

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token-budget-auditorAudita y reduce el consumo de tokens de cualquier flujo agéntico: mide dónde se va el contexto, aplica lectura por rangos, compresión de salidas, scripts deterministas y poda de historial, y fija presupuestos por tarea. Triggers: reducir tokens, factura del API, optimizar contexto, presupuesto de tokens, contexto lleno.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/token-budget-auditor/SKILL.md

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token-optimizer-cliReduce el consumo de tokens de tus agentes de IA en un 60-90% en comandos de desarrollo comunes. CLI en Rust de alto rendimiento.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/token-optimizer-cli/SKILL.md

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tool-shortcutsQuick reference for common tasks. These are not slash commands (that's for the main agent) — these are skill shortcuts that the agent knows to execute quickly when user uses shorthand.

A method included in the original pack

skills/transversal/tool-shortcuts/SKILL.md

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verification-before-completionUse when about to claim work is complete, fixed, or passing, before committing or creating PRs — requires running verification commands and confirming output before making any success claims; evidence before assertions always.

A method included in the original pack

skills/transversal/verification-before-completion/SKILL.md

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voice-agent-developerMicrofono - STT - LLM - TTS - Altavoz | | | | input text resp audio

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/verticals/ai-agents-frameworks/skills/voice-agent-developer/SKILL.md

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voice-outputGenera audio TTS y lo envía por Telegram. Usa edge-tts (Microsoft, sin API key). Se activa cuando: usuario pida audio, o agente quiera enviar respuesta en voz. Triggers: 'léelo', 'envíalo en audio', 'respuesta de voz', 'escúchalo', 'dime esto en voz'.

A method included in the original pack

Tools and access
Using this method may require compatible tools, a connected account and authorisation. The skill does not provide those integrations or carry out external actions by itself.

skills/transversal/voice-output/SKILL.md

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THE COMPLETE COLLECTION

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ZIP · Version 1.0.1 · 137.3 KB · Free with your account

What you download

  • 45 skill methods from this collection.
  • Their original instructions and associated resources, where included.
  • A pack to explore: select and install the skills your tool supports.

The pack is not a single ready-made installation for every platform. Instructions and available formats are explained in the guides and individual skill pages.

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SOURCE AND SCOPE

SkillsBundle brings together methods with different authors and licences. Check the source, licence and requirements of each resource before applying it. The method helps you organise the work; you provide the context and review the result.

Terms and licences