AgentSkillsCN

UFC

UFC

SKILL.md

UFC Skill - Unified Filesystem-based Context

namedescription
ufcEnforces a hierarchical single source of truth for projects. USE WHEN starting a new project, restructuring existing ones, or ensuring context alignment across agents.

The Key Insight

Scaffolding is more important than the model. UFC provides the structural "skeleton" for your knowledge. By forcing a consistent directory structure (Knowledge/, Methodology/, Tools/, Tasks/), it ensures that any AI agent can step into a project and immediately know exactly where everything is and why it exists.

Usage

Scaffold Project

bash
pai run UFC scaffold "Project Name"

Audit Alignment

bash
pai run UFC audit

How it Works

It creates and manages a standardized directory tree. It also generates a CONTEXT.md in each root that links to the project's specific Methodology and User Truths from the CORE skill.

Strategic Value

  • Agent Interoperability: Multiple agents (Engineer, Researcher) can work on the same project without context collision.
  • Zero-Onboarding: New projects are born with a "Map."
  • Cognitive Efficiency: You spend less time searching for files and more time building.