feat: finalize AI logging framework and workflow

- align instructions, workflow rules, and task template with three-level logging
- extend ai-task generation to support execution-log requirements
- update worklog, prompt log, and execution log for the finalized framework
- validate the framework with generator and project quality checks

scripts/ai-task

@@ -38,6 +38,33 @@ case "$TYPE_LOWER" in
 esac
 
 WORKLOG_FILE="docs/ai-worklog.md"
+PROMPTS_FILE="docs/ai-prompts.md"
+EXECUTION_LOG_FILE="docs/ai-execution-log.md"
+
+check_task_id_order() {
+  local file="$1"
+  local prefix="$2"
+  local previous=""
+  local current=""
+
+  [[ -f "$file" ]] || return 0
+
+  while IFS= read -r current; do
+    if [[ -n "$previous" && "$current" < "$previous" ]]; then
+      echo "Error: task IDs in $file are out of chronological order for prefix $prefix" >&2
+      echo "Previous: $previous" >&2
+      echo "Current:  $current" >&2
+      echo "Please fix the log order before generating a new task." >&2
+      exit 1
+    fi
+    previous="$current"
+  done < <(grep -Eo "${prefix}-[0-9]{8}-[0-9]{3}" "$file" || true)
+}
+
+check_task_id_order "$WORKLOG_FILE" "$PREFIX"
+check_task_id_order "$PROMPTS_FILE" "$PREFIX"
+check_task_id_order "$EXECUTION_LOG_FILE" "$PREFIX"
+
 LAST_SEQ=0
 
 if [[ -f "$WORKLOG_FILE" ]]; then
@@ -101,6 +128,16 @@ Logging requirements:
 - append entry to docs/ai-prompts.md
 - include Date, Task ID, Agent, Scope
 - use Task ID: ${TASK_ID}
+- maintain chronological Task ID order in ai-worklog.md, ai-prompts.md and ai-execution-log.md
+- append entry to docs/ai-execution-log.md
+
+Execution Logging requirements:
+- append entry to docs/ai-execution-log.md
+- include:
+  - full prompt
+  - agent todos
+  - final execution report
+- use the standard execution log format defined in docs/ai-execution-log.md
 
 Git requirements:
 - do NOT commit or push unless explicitly requested