agentic-stack: a portable .agent folder that gives all your AI coding tools Cursor, Claude, Windsurf

Summary

The agentic-stack is a concept and toolset designed to solve the problem of fragmented memory across different AI coding tools (Cursor, Claude Code, Windsurf). It proposes a portable .agent folder that standardises memory, skills, and protocols, acting as a single “brain” that can be shared across multiple “harnesses” (tools).

Key claims

• Different AI tools have isolated memory, leading to inconsistent behavior.
• Agentic-stack provides a portable .agent folder for standardisation.
• It enables “One brain, many harnesses.”
• Plugs into Claude Code, Cursor, Windsurf, OpenClaw, and custom Python loops.

Entities mentioned

• agentic_stack
• claude_code
• openclaw
• cursor
• windsurf

Concepts covered

• portable_agent_folder
• declarative_memory
• agent_interoperability

Contradictions or open questions

None identified.

Source

YouTube: agentic-stack: a portable .agent folder

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Related Synthesis

• ai_agent_frameworks_and_the_challenge_of_standardised_memory