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diff --git a/.ai/scripts/session-context-path b/.ai/scripts/session-context-path
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+#!/usr/bin/env bash
+# session-context-path — print the active session-context path for this agent.
+#
+# Single-agent (AI_AGENT_ID unset or empty): .ai/session-context.org — the
+# historical singleton path, unchanged, so one-agent-per-project sessions
+# behave exactly as before (Codex spec's compatibility rule).
+#
+# Multi-agent (AI_AGENT_ID set): .ai/session-context.d/<id>.org, so two agents
+# running in the same project at the same time keep separate session logs
+# instead of clobbering the singleton. The id is sanitized to filename-safe
+# characters so a stray value can't escape the .d/ directory.
+#
+# Workflows call this to resolve the path; both startup (existence check) and
+# wrap-up (rename source) read/write through it. Callers should fall back to
+# .ai/session-context.org if this script isn't present yet (older checkouts
+# mid-sync).
+set -euo pipefail
+
+id="${AI_AGENT_ID:-}"
+if [ -n "$id" ]; then
+ safe=$(printf '%s' "$id" | tr -c 'A-Za-z0-9._-' '_')
+ printf '.ai/session-context.d/%s.org\n' "$safe"
+else
+ printf '.ai/session-context.org\n'
+fi