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# Semantic Session Checkpointing Pattern Imported from curated first-party documentation sources. ## What this covers Use this pattern when session continuity matters and you need checkpoints that survive model drift or hard crashes. ## Use this when - Capturing handoff context during long sessions - Checkpointing before risky refactors - Separating liveness tracking from agent behavior ## Expected outcomes - Checkpoint timing becomes explicit and repeatable - Session heartbeat stays reliable even if the model stalls - Handoffs capture task, next action, files touched, and risk ## Source synthesis - REVOKORE/docs/MCP-Integration.md ## Dedupe notes Uses the compact REVOKORE integration guide as a distinct session-state pattern that is not already covered by EVOKORE-MCP or AGENT33 docs. ## Source excerpts ### REVOKORE/docs/MCP-Integration.md ## Recommended MCP Pattern Expose a tool that writes a short checkpoint into the active session: - current task - next action - files touched - blocker or risk The simplest implementation is to call: ```powershell REVOKORE/scripts/Write-AiCliCheckpoint.ps1 -Kind note -Message "working on auth bug" ``` From an MCP server, you can call the same script directly or append JSON lines to `REVOKORE_CHECKPOINT_PATH`.