AI & Agents Agent Skills for Devin Desktop

Standardizes the creation and maintenance of AI instruction files like CLAUDE.md to optimize AI assistant behavior and development…

Autonomously optimize any Claude Code skill by running it repeatedly, scoring against binary evals, mutating the prompt, and keeping…

Provides essential, pre-packaged instructions and interaction patterns to optimize Claude's core terminal-based development workflow.

Create and manage Claude Code plugins with proper structure, manifests, and marketplace integration.

Check Codex CLI, auth, Official plugin status, and configure defaults.

Coordinates complex tasks across multiple AI agent platforms with structured handoffs and attribution tracking.

Assembles and manages a customized team of specialized AI agents to handle complex, multi-domain tasks through a structured lifecycle.

Boosts Claude's agency and problem-solving rigor using high-pressure corporate debugging methodologies and a 'don't give up' mindset.

This skill should be used when the user asks to "add MCP server", "integrate MCP", "configure MCP in plugin", "use .mcp.json", "set up…

This skill should be used when the user asks to create a new skill, repair an existing skill, improve trigger descriptions, reorganize…

Provides autonomous project pattern learning by analyzing the codebase to discover development conventions, architectural patterns, and…

Configure RuVLLM local inference with model selection, MicroLoRA fine-tuning, and SONA adaptation

Mem0 Platform SDK for adding persistent memory to AI applications, covering the Python and TypeScript SDKs plus framework integrations.

Train SONA + MicroLoRA neural patterns from successful task completions; runs the DISTILL + CONSOLIDATE phases of the 4-step pipeline

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that…

This skill should be used when the user wants to "add a skill", "create a skill", "make a new skill", "write a new skill", "improve skill…

Create, repair, maintain, and consolidate skills.

Use when integrating AI capabilities into a Stacks application — using Anthropic/OpenAI/Ollama/AWS Bedrock drivers, image generation…

Refine an existing skill's SKILL.md against accumulated gate-failure signals.

Collect and synthesize opinions from multiple AI agents.

Detailed review process, v2 validation checklist, and scoring methodology for agent definition reviews