AI & Agents Agent Skills

Scaffold a new MCP tool for the CodeScene MCP Server following the project's established patterns for directory structure, dependency…

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

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…

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…

Infuses your development workflow with high-energy empathy and professional encouragement through an ENFP-style leadership persona.

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.

Author a prompt-enhancement system prompt for a new ecosystem and register/update it on the orchestrator's prompt-analysis service.

Create and manage Databricks Agent Bricks: Knowledge Assistants (KA) for document Q&A, Genie Spaces for SQL exploration, and Supervisor…

Collect and synthesize opinions from multiple AI agents.

This skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use…

Review dimensions for validating agent quality - template compliance, safety, testing, and priority validation

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

Agent skill for safla-neural - invoke with $agent-safla-neural

Guides users through an interactive, zero-code wizard to create custom batch image generation skills for any scenario.

Use when designing AI agents that autonomously create work items (GitHub issues, tasks, PRs) without per-item human review.

Compresses artifacts for judge evaluation.

This skill should be used when the user asks to "create project structure", "organize atomic agents project", "pyproject.toml", "project…