AGENTS.md, Skills, MCP Simplify Agent Workflows
Adithyan’s visual guide frames agent engineering for local-agent and local-LLM setups as three layers: AGENTS.md for bearings, Skills for reusable playbooks, and MCP for live tools and outside context. It’s a clean mental model for teams that want agents to be more capable without stuffing every rule into one giant prompt.
The best part of this piece is that it turns a messy ecosystem into a simple division of labor, which is exactly what local-agent workflows need. AGENTS.md works as repo-local wayfinding, especially when nested files progressively narrow the agent’s scope as it moves deeper into a codebase. Skills are the strongest idea here for repeatable procedures because they keep task-specific workflows out of every prompt and make reuse much easier. MCP is positioned correctly as the live wire to external systems, but it also carries the biggest trust and security burden because every connector widens the attack surface. The guide is less about spec lawyering and more about operator intuition, which makes it useful for onboarding teams that are still figuring out how to structure agentic work.
DISCOVERED
24d ago
2026-03-18
PUBLISHED
25d ago
2026-03-18
RELEVANCE
AUTHOR
phoneixAdi