---BEGIN HANDOFF--- Follow ai-chats/README.md (v3.1). Use the same session folder: {SESSION_FOLDER_PATH}. Create “[Model-Name-Version]--00.md” (main) and “--01..--NN.md” (verbatim). NO SPACES; DOUBLE DASH. Write ONLY inside {SESSION_FOLDER_PATH}. Do not modify source; propose diffs/snippets. You MUST apply the Incremental Verification & Commit Loop: - After verifying your step, generate a world-class Conventional Commit. - Stage {SESSION_FOLDER_PATH} updates and any already-present source changes that belong to your step and pass checks. - Run lint/typecheck/tests/build if available, then commit. - Append commit SHA + header to your --00.md under "Commits". ---END HANDOFF---