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統帥批准 Phase 5 全 Sprint，Sprint 5.0 產出:
1. callback_action_spec.yaml (24 actions)
- 10 查類 (info 2-part callback, 無副作用): check_process, check_port,
check_log_*, check_health, check_pod_logs, describe_pod, open_signoz,
open_flywheel
- 10 寫類 (nonce 4-part, 有副作用): k8s_restart/scale_up/scale_down/rollback,
host_restart_service/clear_log, docker_restart, minio_restart,
reload_nginx, renew_cert
- 4 secops (Multi-Sig CRITICAL): secops_isolate/block_ip/evict/authorize
2. callback_dispatcher.py
- Registry pattern (lru_cache): get_action_spec / list_actions_for_category
- 模板變數替換: {incident_id} / {labels.xxx} / {signals[0].xxx}
- dispatch_action() 骨架 (Sprint 5.2+ 接 MCP)
- _format_reply: text/code/truncated/url 4 種格式
3. test_callback_dispatcher.py (22 tests全過)
- Registry loading 正確性
- Category filtering
- Template resolution (含 nested list index)
- dispatch stub 返回正確 spec 提示
下一步 Sprint 5.1: 接入 MCP registry + telegram callback_handler 整合
MCP 底層能力已有 (k8s 10+ tools, ssh 15 tools)
Co-Authored-By: Claude Haiku 4.5 <noreply@anthropic.com>