What problem does it solve? AI agents lose context between sessions and duplicate knowledge across projects. This Skill provides the AOPS CLI Agentspace playbook for durable memory, resumable checkpoints, reusable experience, and structured discussions so agents can pick up where they left off. ## Core Features & Use Cases - Memory and Resume: Create checkpoints, summaries, and bounded memory briefs with required titles, then resume prior work through search and retrieval ladders. - Experience and Playbooks: Capture evidence-backed lessons, search accepted playbooks, and manage hosted prompts, skills, resources, and artifacts through summary-first inventory commands. - Structured Discussions: Run multi-turn decision discussions with defined exit codes and clear boundaries against ChatV3 coordination and Projectman planning. - Use Case: An agent finishing a milestone runs a guarded checkpoint with title, validation evidence, and next action, then a later session resumes the exact context with a bounded memory brief instead of reloading full transcripts. ## Quick Start Ask the agent to run aops host health, then create a checkpoint for the current project with a concise title and next action using the aops mem checkpoint command.