Standardizing AI coding with shared context, documentation, rules, and skills
Create and maintain repo context files, rules docs, ADRs, reusable prompt templates, AGENTS.md/CLAUDE.md guidance, lean instruction files, task-specific skills, and retrieval connections to live docs and code so AI coding assistants produce output that matches team conventions, architecture, dependencies, and review standards over time. This includes explicit coding instructions, persistent project context, just-in-time skill loading, documentation grounding, MCP/context connectors, and framework-specific skills that make AI work more consistent and reusable across branches, worktrees, and team members.