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feat(agents): schedule mainstream agent version governance
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ogt
2026-07-10 10:51:18 +08:00
parent fa68f35e5b
commit 210d7db338
16 changed files with 1519 additions and 239 deletions
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204
docs/ai/agent-market-watch-sources.v1.json
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@@ -1,11 +1,12 @@
{
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40
docs/ai/agent-replacement-candidates.v1.json
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@@ -220,6 +220,46 @@
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237
docs/ai/ai-technology-watch-sources.v1.json
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@@ -1,6 +1,6 @@
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"source_id": "pgvector_pgxn",
"type": "docs",
"url": "https://github.com/pgvector/pgvector"
"url": "https://pgxn.org/dist/vector/"
}
]
},
@@ -459,9 +547,9 @@
"url": "https://pypi.org/pypi/qdrant-client/json"
},
{
"source_id": "qdrant_github_release",
"type": "github_release",
"url": "https://api.github.com/repos/qdrant/qdrant/releases/latest"
"source_id": "qdrant_docs",
"type": "docs",
"url": "https://qdrant.tech/documentation/"
}
]
},
@@ -482,9 +570,9 @@
"url": "https://pypi.org/pypi/chromadb/json"
},
{
"source_id": "chromadb_github_release",
"type": "github_release",
"url": "https://api.github.com/repos/chroma-core/chroma/releases/latest"
"source_id": "chromadb_docs",
"type": "docs",
"url": "https://docs.trychroma.com/"
}
]
},
@@ -545,11 +633,6 @@
"requires_dependency_approval": true,
"requires_security_review": true,
"sources": [
{
"source_id": "tgi_github_release",
"type": "github_release",
"url": "https://api.github.com/repos/huggingface/text-generation-inference/releases/latest"
},
{
"source_id": "tgi_docs",
"type": "docs",
@@ -574,28 +657,12 @@
"url": "https://pypi.org/pypi/vllm/json"
},
{
"source_id": "vllm_github_release",
"type": "github_release",
"url": "https://api.github.com/repos/vllm-project/vllm/releases/latest"
"source_id": "vllm_docs",
"type": "docs",
"url": "https://docs.vllm.ai/en/latest/"
}
]
}
],
"discovery_sources": [
{
"source_id": "github_ai_agent_discovery",
"type": "github_search",
"url": "https://api.github.com/search/repositories?q=topic:ai-agent+stars:%3E5000&sort=updated&order=desc"
},
{
"source_id": "github_mcp_discovery",
"type": "github_search",
"url": "https://api.github.com/search/repositories?q=topic:mcp+stars:%3E1000&sort=updated&order=desc"
},
{
"source_id": "github_rag_discovery",
"type": "github_search",
"url": "https://api.github.com/search/repositories?q=topic:rag+stars:%3E3000&sort=updated&order=desc"
}
]
"discovery_sources": []
}

922
docs/evaluations/ai_agent_version_lifecycle_update_proposal_2026-07-10.json Normal file
View File

@@ -0,0 +1,922 @@
{
"schema_version": "ai_agent_version_lifecycle_update_proposal_v1",
"generated_at": "2026-07-10T00:00:00+08:00",
"program_status": {
"overall_completion_percent": 80,
"current_priority": "P1",
"current_task_id": "CIR-P1-AI-002",
"next_task_id": "P1-006-agent-market-version-lifecycle-readback",
"read_only_mode": true,
"runtime_authority": "version_lifecycle_update_proposal_only_no_write_or_upgrade",
"status_note": "CIR-P1-AI-002 將市場主流 AI Agent / SDK / framework 研究、導入評估與版本生命週期更新排程納入同一個 no-write governance queue。Agent 可主動比對 official docs / PyPI / npm baseline、提出 replay / adapter / update proposal；實際 SDK install、paid API、provider switch、OpenClaw replacement、workflow write、production write 仍全部關閉。"
},
"source_refs": [
"docs/evaluations/ai_agent_proactive_operations_contract_2026-06-11.json",
"docs/evaluations/ai_agent_host_stateful_version_inventory_2026-06-11.json",
"docs/evaluations/dependency_supply_chain_drift_monitor_2026-06-18.json",
"docs/evaluations/ai_agent_market_radar_readback_2026-06-26.json",
"docs/evaluations/ai_technology_radar_readback_2026-06-26.json",
"docs/ai/AI_AGENT_AUTOMATION_WORKLIST_2026-06-04.md",
"docs/ai/agent-market-watch-sources.v1.json",
"docs/ai/ai-technology-watch-sources.v1.json",
"docs/ai/agent-replacement-candidates.v1.json",
".gitea/workflows/agent-market-watch.yaml",
".gitea/workflows/ai-technology-watch.yaml",
".gitea/workflows/agent-version-lifecycle-watch.yaml"
],
"agent_roles": [
{
"agent_id": "openclaw",
"role": "仲裁者",
"responsibility": "高風險版本變更、主機/K3s/stateful 維護窗、OpenClaw challenger 評估、回滾與最終 gate 判斷。"
},
{
"agent_id": "hermes",
"role": "營運與知識執行者",
"responsibility": "套件/CI/觀測/Telegram 版本差異整理、報告化、runbook 草稿、批准包欄位完整性。"
},
{
"agent_id": "nemotron",
"role": "AI 技術評測執行者",
"responsibility": "AI Agent/模型/SDK/MCP/RAG 候選的市場資料摘要、離線 replay 評估設計、schema 與工具鏈兼容性檢查。"
}
],
"lifecycle_domains": [
{
"domain_id": "ai_agents_models",
"display_name": "AI Agent / 模型 / SDK",
"owner_agent": "nemotron",
"risk_tier": "high",
"cadence": "weekly_primary_source + triggered_on_major_release",
"decision_policy": "市場 scorecard、replay、shadow、canary、成本、安全與可觀測性證據不足時只保留提案。",
"current_authority": "L2_approval_package_only"
},
{
"domain_id": "backend_python_packages",
"display_name": "FastAPI / Python 套件",
"owner_agent": "hermes",
"risk_tier": "high",
"cadence": "daily_repo_manifest + weekly_primary_source",
"decision_policy": "只產生 dependency approval packet；不得寫 lockfile、不得安裝或升級。",
"current_authority": "L2_approval_package_only"
},
{
"domain_id": "frontend_javascript_packages",
"display_name": "Next.js / pnpm 套件",
"owner_agent": "hermes",
"risk_tier": "medium",
"cadence": "daily_repo_manifest + weekly_primary_source",
"decision_policy": "只整理 UI/runtime 相容性、lockfile 差異與煙測計畫；不得改 lockfile。",
"current_authority": "L2_approval_package_only"
},
{
"domain_id": "container_images",
"display_name": "Docker base image / image digest",
"owner_agent": "openclaw",
"risk_tier": "high",
"cadence": "weekly_digest_review + triggered_on_security",
"decision_policy": "只產 SBOM/digest pin 提案；不得 pull/build/push image。",
"current_authority": "L2_approval_package_only"
},
{
"domain_id": "host_os_packages",
"display_name": "主機 OS / kernel / Nginx / SSH",
"owner_agent": "openclaw",
"risk_tier": "critical",
"cadence": "monthly_maintenance_review + triggered_on_security",
"decision_policy": "必須先有維護窗、備份、rollback owner、smoke plan；不得執行主機指令。",
"current_authority": "L2_approval_package_only"
},
{
"domain_id": "k3s_kubernetes_components",
"display_name": "K3s / Kubernetes / CNI / Ingress",
"owner_agent": "openclaw",
"risk_tier": "critical",
"cadence": "monthly_skew_policy_review + triggered_on_eol",
"decision_policy": "先做 version skew 與節點維護窗批准包；不得 kubectl、drain、restart。",
"current_authority": "L2_approval_package_only"
},
{
"domain_id": "stateful_services",
"display_name": "PostgreSQL / Redis / MinIO / Harbor / Gitea",
"owner_agent": "openclaw",
"risk_tier": "critical",
"cadence": "monthly_stateful_review + triggered_on_security",
"decision_policy": "任何更新前必須證明備份新鮮、restore drill 與資料相容性；不得 restart/migration。",
"current_authority": "L2_approval_package_only"
},
{
"domain_id": "observability_stack",
"display_name": "Prometheus / Alertmanager / Grafana / OTEL / Sentry",
"owner_agent": "hermes",
"risk_tier": "medium",
"cadence": "weekly_freshness + monthly_upgrade_review",
"decision_policy": "只提出 route/receiver/collector 相容性矩陣；不得寫告警路由。",
"current_authority": "L2_approval_package_only"
},
{
"domain_id": "telegram_bot_gateway",
"display_name": "Telegram Bot / Gateway / digest policy",
"owner_agent": "hermes",
"risk_tier": "high",
"cadence": "weekly_policy_review + triggered_on_delivery_failure",
"decision_policy": "只產 no-send digest 與收斂策略；不得直送 Bot 或寫 Gateway queue。",
"current_authority": "L2_approval_package_only"
},
{
"domain_id": "mcp_rag_tool_registry",
"display_name": "MCP / RAG / tool registry",
"owner_agent": "nemotron",
"risk_tier": "medium",
"cadence": "weekly_contract_review + triggered_on_tool_release",
"decision_policy": "只整理工具能力、資料保留、redaction 與審核需求；不得啟用新工具或外部服務。",
"current_authority": "L2_approval_package_only"
},
{
"domain_id": "ci_cd_runner_tools",
"display_name": "Gitea Actions / runner / deploy tooling",
"owner_agent": "hermes",
"risk_tier": "high",
"cadence": "weekly_runner_health + triggered_on_ci_failure",
"decision_policy": "只產 workflow/runner owner packet；不得修改 workflow 或自動 merge。",
"current_authority": "L2_approval_package_only"
},
{
"domain_id": "backup_dr_tooling",
"display_name": "Backup / DR / restore tooling",
"owner_agent": "openclaw",
"risk_tier": "critical",
"cadence": "weekly_backup_freshness + monthly_restore_readiness",
"decision_policy": "只整理 restore drill 與 escrow readiness；不得刪備份、restore 或 prune。",
"current_authority": "L2_approval_package_only"
}
],
"update_proposals": [
{
"proposal_id": "ai_agent_market_primary_source_radar",
"domain_id": "ai_agents_models",
"display_name": "AI Agent 市場主流版本雷達",
"owner_agent": "nemotron",
"priority": "P2",
"risk_tier": "high",
"status": "proposal_ready_owner_review_required",
"summary": "持續把 OpenClaw、Hermes、NemoTron 與市場主流 Agent/SDK/MCP/A2A 能力放入 scorecard；只產生候選與差距，不切換 provider。",
"evidence_refs": [
"docs/evaluations/ai_agent_market_radar_readback_2026-06-26.json",
"docs/evaluations/ai_technology_radar_readback_2026-06-26.json"
],
"approval_gate": "market_replay_shadow_canary_review",
"requires_owner_approval": true,
"direct_update_allowed": false,
"auto_execution_allowed": false,
"validation_plan": [
"primary source freshness readback",
"candidate scorecard replay fixture",
"成本/延遲/安全/可觀測性欄位完整性檢查"
],
"rollback_plan": [
"維持 incumbent route",
"撤回候選標籤",
"保留舊 scorecard 作為比較基線"
],
"blocked_runtime_actions": [
"provider route switch",
"paid API call",
"OpenClaw replacement"
],
"telegram_policy": "action_required_digest_draft_only"
},
{
"proposal_id": "openclaw_challenger_replay_bench",
"domain_id": "ai_agents_models",
"display_name": "OpenClaw challenger replay 評測台",
"owner_agent": "openclaw",
"priority": "P1",
"risk_tier": "critical",
"status": "blocked_until_replay_shadow_canary_evidence",
"summary": "建立可讓 NemoTron 或其他 challenger 用相同任務集比較仲裁品質的 replay 評測台；未完成 shadow/canary 前不得替換 OpenClaw。",
"evidence_refs": [
"docs/HARD_RULES.md",
"docs/evaluations/ai_provider_route_matrix_2026-06-04.json"
],
"approval_gate": "market_replay_shadow_canary_review",
"requires_owner_approval": true,
"direct_update_allowed": false,
"auto_execution_allowed": false,
"validation_plan": [
"sanitized historical task replay",
"shadow decision disagreement review",
"canary stop condition table"
],
"rollback_plan": [
"OpenClaw remains arbitration default",
"disable challenger route flag",
"archive failed challenger scorecard"
],
"blocked_runtime_actions": [
"OpenClaw replacement",
"production routing",
"runtime agent arbitration switch"
],
"telegram_policy": "critical_owner_review_draft_only"
},
{
"proposal_id": "python_dependency_authority_alignment",
"domain_id": "backend_python_packages",
"display_name": "Python dependency authority 對齊",
"owner_agent": "hermes",
"priority": "P2",
"risk_tier": "high",
"status": "action_required_dependency_packet",
"summary": "把 API Python manifest、套件風險、測試矩陣與 rollback plan 收成一份 owner packet；本階段不安裝、不升級。",
"evidence_refs": [
"docs/evaluations/dependency_supply_chain_drift_monitor_2026-06-18.json",
"apps/api/pyproject.toml"
],
"approval_gate": "dependency_upgrade_owner_review",
"requires_owner_approval": true,
"direct_update_allowed": false,
"auto_execution_allowed": false,
"validation_plan": [
"pytest target matrix",
"API smoke plan",
"dependency conflict review"
],
"rollback_plan": [
"restore previous lock snapshot",
"revert dependency PR branch",
"rerun API smoke"
],
"blocked_runtime_actions": [
"package upgrade",
"lockfile write",
"workflow trigger"
],
"telegram_policy": "failure_or_owner_action_draft_only"
},
{
"proposal_id": "frontend_pnpm_freshness_plan",
"domain_id": "frontend_javascript_packages",
"display_name": "前端 pnpm / Next.js 新鮮度計畫",
"owner_agent": "hermes",
"priority": "P3",
"risk_tier": "medium",
"status": "proposal_ready_owner_review_required",
"summary": "整理前端套件、i18n、瀏覽器煙測與 build/typecheck gate，低中風險也先形成可審核草案。",
"evidence_refs": [
"apps/web/package.json",
"apps/web/pnpm-lock.yaml",
"docs/evaluations/dependency_supply_chain_drift_monitor_2026-06-18.json"
],
"approval_gate": "dependency_upgrade_owner_review",
"requires_owner_approval": true,
"direct_update_allowed": false,
"auto_execution_allowed": false,
"validation_plan": [
"pnpm typecheck",
"eslint target files",
"desktop/mobile governance smoke"
],
"rollback_plan": [
"revert package update branch",
"restore previous lockfile",
"re-run production smoke after deploy marker"
],
"blocked_runtime_actions": [
"package upgrade",
"lockfile write",
"auto merge"
],
"telegram_policy": "weekly_digest_draft_only"
},
{
"proposal_id": "container_digest_sbom_pin_packet",
"domain_id": "container_images",
"display_name": "Container digest / SBOM pin 批准包",
"owner_agent": "openclaw",
"priority": "P2",
"risk_tier": "high",
"status": "blocked_until_sbom_and_image_gate",
"summary": "為 base image 與 runtime image 建立 digest pin、SBOM、漏洞摘要與部署煙測計畫；不 pull/build/push image。",
"evidence_refs": [
"docs/evaluations/dependency_supply_chain_drift_monitor_2026-06-18.json",
"docs/evaluations/docker_build_surface_inventory_2026-06-04.json"
],
"approval_gate": "container_sbom_digest_owner_review",
"requires_owner_approval": true,
"direct_update_allowed": false,
"auto_execution_allowed": false,
"validation_plan": [
"SBOM source plan",
"image digest diff review",
"deployment smoke plan"
],
"rollback_plan": [
"retain previous image digest",
"revert manifest proposal",
"block rollout until smoke passes"
],
"blocked_runtime_actions": [
"image pull",
"docker build",
"registry push"
],
"telegram_policy": "critical_image_digest_draft_only"
},
{
"proposal_id": "k3s_skew_maintenance_window_packet",
"domain_id": "k3s_kubernetes_components",
"display_name": "K3s version skew 維護窗批准包",
"owner_agent": "openclaw",
"priority": "P1",
"risk_tier": "critical",
"status": "blocked_until_maintenance_window",
"summary": "將 K3s/Kubernetes skew policy、節點順序、備援與煙測列成批准包；不得 kubectl、drain、restart。",
"evidence_refs": [
"docs/evaluations/ai_agent_host_stateful_version_inventory_2026-06-11.json",
"https://kubernetes.io/releases/version-skew-policy/"
],
"approval_gate": "k3s_version_skew_owner_review",
"requires_owner_approval": true,
"direct_update_allowed": false,
"auto_execution_allowed": false,
"validation_plan": [
"version skew table",
"node-by-node maintenance sequence",
"public route smoke plan"
],
"rollback_plan": [
"pause node sequence",
"restore previous control-plane state",
"run post-check readback"
],
"blocked_runtime_actions": [
"kubectl command",
"node drain",
"k3s upgrade"
],
"telegram_policy": "critical_owner_review_draft_only"
},
{
"proposal_id": "host_os_security_maintenance_packet",
"domain_id": "host_os_packages",
"display_name": "Host OS 安全維護窗批准包",
"owner_agent": "openclaw",
"priority": "P1",
"risk_tier": "critical",
"status": "blocked_until_host_maintenance_window",
"summary": "把 OS/kernel/Nginx/OpenSSH 更新變成維護窗提案；本階段只用既有 inventory，不 SSH、不 apt、不 reboot。",
"evidence_refs": [
"docs/evaluations/ai_agent_host_stateful_version_inventory_2026-06-11.json",
"docs/runbooks/K3S-OPTIMIZATION-RUNBOOK.md"
],
"approval_gate": "host_maintenance_window_owner_review",
"requires_owner_approval": true,
"direct_update_allowed": false,
"auto_execution_allowed": false,
"validation_plan": [
"host impact matrix",
"pre-change backup check",
"post-change service smoke plan"
],
"rollback_plan": [
"maintenance abort condition",
"service restore sequence",
"owner communication plan"
],
"blocked_runtime_actions": [
"host command",
"os package upgrade",
"reboot"
],
"telegram_policy": "critical_owner_review_draft_only"
},
{
"proposal_id": "stateful_backup_first_upgrade_packet",
"domain_id": "stateful_services",
"display_name": "Stateful backup-first 升級批准包",
"owner_agent": "openclaw",
"priority": "P1",
"risk_tier": "critical",
"status": "blocked_until_backup_and_restore_evidence",
"summary": "PostgreSQL/Redis/MinIO/Harbor/Gitea 更新前先要求備份新鮮度、restore drill 與資料相容性；不 restart、不 migration。",
"evidence_refs": [
"docs/evaluations/ai_agent_host_stateful_version_inventory_2026-06-11.json",
"docs/evaluations/backup_dr_readiness_matrix_2026-06-04.json"
],
"approval_gate": "stateful_backup_restore_owner_review",
"requires_owner_approval": true,
"direct_update_allowed": false,
"auto_execution_allowed": false,
"validation_plan": [
"backup freshness readback",
"restore drill owner packet",
"data compatibility smoke"
],
"rollback_plan": [
"restore snapshot selection",
"service-level rollback owner",
"read-only consistency check"
],
"blocked_runtime_actions": [
"stateful restart",
"database migration",
"restore execution"
],
"telegram_policy": "critical_owner_review_draft_only"
},
{
"proposal_id": "observability_agentops_stack_freshness",
"domain_id": "observability_stack",
"display_name": "AgentOps 觀測堆疊新鮮度",
"owner_agent": "hermes",
"priority": "P3",
"risk_tier": "medium",
"status": "proposal_ready_owner_review_required",
"summary": "追蹤 Prometheus、Alertmanager、Grafana、OTEL、Sentry 與 GenAI telemetry 更新，只產相容性矩陣與告警降噪提案。",
"evidence_refs": [
"docs/evaluations/observability_contract_matrix_2026-06-04.json",
"docs/evaluations/service_health_gap_matrix_2026-06-04.json"
],
"approval_gate": "workflow_runner_owner_review",
"requires_owner_approval": true,
"direct_update_allowed": false,
"auto_execution_allowed": false,
"validation_plan": [
"alert route compatibility matrix",
"dashboard readback smoke",
"noise reduction acceptance criteria"
],
"rollback_plan": [
"retain previous alert route",
"disable candidate dashboard flag",
"restore previous receiver policy"
],
"blocked_runtime_actions": [
"alert route write",
"workflow write",
"production write"
],
"telegram_policy": "failure_only_digest_draft"
},
{
"proposal_id": "telegram_bot_gateway_policy_refresh",
"domain_id": "telegram_bot_gateway",
"display_name": "Telegram Bot / Gateway policy refresh",
"owner_agent": "hermes",
"priority": "P2",
"risk_tier": "high",
"status": "blocked_until_no_send_receipt_gate",
"summary": "把日報、週報、月報與 action-required 告警收斂成 no-send digest、receipt readback 與 owner review；不得實發 Telegram。",
"evidence_refs": [
"docs/evaluations/ai_agent_telegram_action_required_digest_policy_2026-06-04.json",
"docs/evaluations/ai_agent_report_live_delivery_approval_package_2026-06-04.json"
],
"approval_gate": "telegram_gateway_owner_review",
"requires_owner_approval": true,
"direct_update_allowed": false,
"auto_execution_allowed": false,
"validation_plan": [
"sanitized message preview",
"dedup key review",
"receipt readback dry-run"
],
"rollback_plan": [
"mute candidate digest type",
"restore previous no-send policy",
"owner-visible failure receipt"
],
"blocked_runtime_actions": [
"Telegram direct send",
"Gateway queue write",
"Bot API call"
],
"telegram_policy": "no_send_owner_review_required"
},
{
"proposal_id": "mcp_rag_tool_registry_freshness",
"domain_id": "mcp_rag_tool_registry",
"display_name": "MCP / RAG / tool registry 新鮮度",
"owner_agent": "nemotron",
"priority": "P3",
"risk_tier": "medium",
"status": "proposal_ready_owner_review_required",
"summary": "整理 MCP server、RAG memory、tool permission 與 redaction policy 版本差異；不得啟用新外部工具或寫入記憶。",
"evidence_refs": [
"docs/evaluations/ai_agent_proactive_operations_contract_2026-06-11.json",
"docs/evaluations/ai_agent_interaction_learning_proof_2026-06-04.json"
],
"approval_gate": "mcp_rag_tool_registry_review",
"requires_owner_approval": true,
"direct_update_allowed": false,
"auto_execution_allowed": false,
"validation_plan": [
"tool permission matrix",
"RAG retention and redaction review",
"sandbox replay for tool-call changes"
],
"rollback_plan": [
"remove candidate tool from registry draft",
"retain previous memory contract",
"mark replay pack rejected"
],
"blocked_runtime_actions": [
"new external tool activation",
"memory write",
"paid external service"
],
"telegram_policy": "weekly_digest_draft_only"
},
{
"proposal_id": "gitea_runner_deploy_tooling_refresh",
"domain_id": "ci_cd_runner_tools",
"display_name": "Gitea runner / deploy tooling refresh",
"owner_agent": "hermes",
"priority": "P2",
"risk_tier": "high",
"status": "blocked_until_workflow_owner_packet",
"summary": "整理 Gitea runner、deploy marker、workflow attestation 與 smoke gate 更新提案；不得改 workflow、建立 PR 或 auto merge。",
"evidence_refs": [
"docs/evaluations/gitea_workflow_runner_health_2026-06-04.json",
"docs/LOGBOOK.md"
],
"approval_gate": "workflow_runner_owner_review",
"requires_owner_approval": true,
"direct_update_allowed": false,
"auto_execution_allowed": false,
"validation_plan": [
"runner attestation readback",
"deploy marker verification plan",
"public smoke route list"
],
"rollback_plan": [
"keep previous workflow",
"pause candidate deploy marker",
"manual owner review before merge"
],
"blocked_runtime_actions": [
"workflow write",
"PR creation",
"auto merge"
],
"telegram_policy": "deployment_failure_digest_draft_only"
},
{
"proposal_id": "mainstream_agent_framework_version_lifecycle_review",
"domain_id": "ai_agents_models",
"display_name": "主流 AI Agent / Framework 版本生命週期定期審核",
"owner_agent": "nemotron",
"priority": "P1",
"risk_tier": "high",
"status": "proposal_ready_owner_review_required",
"summary": "每週固定比對市場主流 AI Agent / SDK / framework official docs、PyPI、npm baseline，判斷是否需要 adapter design、offline replay、sandbox 或更新批准包；不安裝、不付費呼叫、不切 production。",
"evidence_refs": [
"docs/ai/agent-market-watch-sources.v1.json",
"docs/ai/ai-technology-watch-sources.v1.json",
"docs/ai/agent-replacement-candidates.v1.json",
".gitea/workflows/agent-market-watch.yaml",
".gitea/workflows/ai-technology-watch.yaml",
".gitea/workflows/agent-version-lifecycle-watch.yaml"
],
"approval_gate": "market_replay_shadow_canary_review",
"requires_owner_approval": true,
"direct_update_allowed": false,
"auto_execution_allowed": false,
"validation_plan": [
"official docs / PyPI / npm baseline readback",
"market integration review for changed candidates",
"offline replay adapter plan before any SDK install",
"cost, security, observability, rollback fields complete"
],
"rollback_plan": [
"keep OpenClaw incumbent route",
"revert candidate to watch-only registry status",
"retain previous version baseline and replay scorecard"
],
"blocked_runtime_actions": [
"SDK install",
"paid API call",
"provider route switch",
"OpenClaw replacement",
"workflow write",
"production write"
],
"telegram_policy": "weekly_digest_draft_only"
}
],
"cadence_matrix": [
{
"cadence_id": "daily_repo_manifest_readback",
"frequency": "daily",
"scope": "repo-only manifests and committed snapshots",
"allowed_now": true,
"owner_agent": "hermes",
"output": "只讀差異摘要與過期來源標記"
},
{
"cadence_id": "weekly_primary_source_market_review",
"frequency": "weekly",
"scope": "AI Agent / SDK / MCP / RAG primary source review",
"allowed_now": false,
"owner_agent": "nemotron",
"output": "外部來源批准包，未批准不得 live lookup"
},
{
"cadence_id": "weekly_dependency_supply_chain_review",
"frequency": "weekly",
"scope": "dependency, image, SBOM, license, CVE proposal",
"allowed_now": false,
"owner_agent": "hermes",
"output": "dependency owner packet"
},
{
"cadence_id": "monthly_host_k3s_maintenance_review",
"frequency": "monthly",
"scope": "host OS, kernel, K3s, Kubernetes skew",
"allowed_now": false,
"owner_agent": "openclaw",
"output": "maintenance window proposal"
},
{
"cadence_id": "monthly_stateful_backup_restore_review",
"frequency": "monthly",
"scope": "PostgreSQL, Redis, MinIO, Harbor, Gitea, backup/restore",
"allowed_now": false,
"owner_agent": "openclaw",
"output": "backup-first approval package"
},
{
"cadence_id": "triggered_critical_security_or_eol_review",
"frequency": "triggered",
"scope": "critical vulnerability, EOL, runner failure, delivery failure",
"allowed_now": false,
"owner_agent": "openclaw",
"output": "urgent owner review packet"
},
{
"cadence_id": "weekly_ai_agent_framework_version_review",
"frequency": "weekly_tuesday_0900_taipei",
"scope": "OpenAI Agents SDK, LangGraph, Google ADK, Microsoft Agent Framework, CrewAI, LlamaIndex, Pydantic AI, AWS Strands, AutoGen migration, NVIDIA NeMo/Nemotron, Claude Agent SDK baseline versions",
"allowed_now": true,
"owner_agent": "nemotron",
"output": "no-write version drift queue, integration review, replay/update proposal, and blocked runtime action list"
}
],
"approval_gate_matrix": [
{
"gate_id": "market_replay_shadow_canary_review",
"risk_tier": "critical",
"owner_approval_required": true,
"auto_execute_allowed": false,
"required_evidence": [
"market scorecard",
"sanitized replay fixture",
"shadow/canary stop conditions",
"cost and latency comparison"
]
},
{
"gate_id": "dependency_upgrade_owner_review",
"risk_tier": "high",
"owner_approval_required": true,
"auto_execute_allowed": false,
"required_evidence": [
"manifest diff",
"test matrix",
"rollback branch plan"
]
},
{
"gate_id": "container_sbom_digest_owner_review",
"risk_tier": "high",
"owner_approval_required": true,
"auto_execute_allowed": false,
"required_evidence": [
"SBOM plan",
"digest diff",
"deployment smoke"
]
},
{
"gate_id": "host_maintenance_window_owner_review",
"risk_tier": "critical",
"owner_approval_required": true,
"auto_execute_allowed": false,
"required_evidence": [
"maintenance window",
"affected hosts",
"rollback owner",
"service smoke"
]
},
{
"gate_id": "k3s_version_skew_owner_review",
"risk_tier": "critical",
"owner_approval_required": true,
"auto_execute_allowed": false,
"required_evidence": [
"version skew policy",
"node sequence",
"cluster health readback"
]
},
{
"gate_id": "stateful_backup_restore_owner_review",
"risk_tier": "critical",
"owner_approval_required": true,
"auto_execute_allowed": false,
"required_evidence": [
"backup freshness",
"restore drill",
"data compatibility"
]
},
{
"gate_id": "telegram_gateway_owner_review",
"risk_tier": "high",
"owner_approval_required": true,
"auto_execute_allowed": false,
"required_evidence": [
"sanitized preview",
"dedup key",
"receipt dry-run"
]
},
{
"gate_id": "workflow_runner_owner_review",
"risk_tier": "high",
"owner_approval_required": true,
"auto_execute_allowed": false,
"required_evidence": [
"runner attestation",
"workflow diff",
"deploy smoke plan"
]
},
{
"gate_id": "mcp_rag_tool_registry_review",
"risk_tier": "medium",
"owner_approval_required": true,
"auto_execute_allowed": false,
"required_evidence": [
"tool permission matrix",
"retention policy",
"redaction review"
]
}
],
"telegram_digest_contract": {
"status": "draft_only_no_send",
"direct_send_allowed": false,
"gateway_queue_write_allowed": false,
"bot_api_call_allowed": false,
"success_noise_suppression": true,
"draft_outputs": [
"日報版本候選摘要",
"週報市場與依賴漂移摘要",
"月報維護窗與高風險 gate 摘要",
"action-required owner review 草稿"
],
"redaction_required": true
},
"runtime_boundaries": {
"read_only_update_proposal_allowed": true,
"schedule_activation_allowed": false,
"external_market_lookup_allowed": false,
"external_registry_lookup_allowed": false,
"external_cve_lookup_allowed": false,
"package_upgrade_allowed": false,
"lockfile_write_allowed": false,
"host_upgrade_allowed": false,
"os_package_upgrade_allowed": false,
"kernel_upgrade_allowed": false,
"k3s_upgrade_allowed": false,
"kubectl_command_allowed": false,
"node_drain_allowed": false,
"reboot_allowed": false,
"stateful_restart_allowed": false,
"database_migration_allowed": false,
"image_pull_allowed": false,
"docker_build_allowed": false,
"registry_push_allowed": false,
"workflow_write_allowed": false,
"pr_creation_allowed": false,
"auto_merge_allowed": false,
"provider_route_switch_allowed": false,
"openclaw_replacement_allowed": false,
"paid_api_call_allowed": false,
"secret_read_allowed": false,
"telegram_direct_send_allowed": false,
"telegram_gateway_queue_write_allowed": false,
"production_write_allowed": false,
"conversation_transcript_display_allowed": false
},
"rollups": {
"domain_count": 12,
"proposal_count": 13,
"cadence_count": 7,
"approval_gate_count": 9,
"read_only_proposal_count": 13,
"approval_required_count": 13,
"critical_candidate_count": 4,
"high_candidate_count": 6,
"false_runtime_boundary_count": 29,
"auto_execution_allowed_count": 0,
"telegram_direct_send_count": 0,
"telegram_gateway_queue_write_count": 0,
"production_write_count": 0,
"update_allowed_count": 0,
"domain_ids": [
"ai_agents_models",
"backend_python_packages",
"backup_dr_tooling",
"ci_cd_runner_tools",
"container_images",
"frontend_javascript_packages",
"host_os_packages",
"k3s_kubernetes_components",
"mcp_rag_tool_registry",
"observability_stack",
"stateful_services",
"telegram_bot_gateway"
],
"proposal_ids": [
"ai_agent_market_primary_source_radar",
"container_digest_sbom_pin_packet",
"frontend_pnpm_freshness_plan",
"gitea_runner_deploy_tooling_refresh",
"host_os_security_maintenance_packet",
"k3s_skew_maintenance_window_packet",
"mainstream_agent_framework_version_lifecycle_review",
"mcp_rag_tool_registry_freshness",
"observability_agentops_stack_freshness",
"openclaw_challenger_replay_bench",
"python_dependency_authority_alignment",
"stateful_backup_first_upgrade_packet",
"telegram_bot_gateway_policy_refresh"
]
},
"next_actions": [
{
"task_id": "P1-006-agent-market-version-lifecycle-readback",
"priority": "P1",
"owner_agent": "nemotron",
"summary": "讀回主流 AI Agent market watch、technology radar、replacement candidates 與 weekly version lifecycle proposal，確認每個候選都有下一個 replay/update gate。",
"gate": "market_replay_shadow_canary_review"
},
{
"task_id": "P2-414",
"priority": "P2",
"owner_agent": "hermes",
"summary": "把日報、週報、月報的版本生命週期欄位與 P2-413 proposal queue 對齊。",
"gate": "report_schema_update_no_send"
},
{
"task_id": "P2-415",
"priority": "P1",
"owner_agent": "openclaw",
"summary": "設計 OpenClaw challenger replay bench 的 sanitized task set 與評分欄位。",
"gate": "market_replay_shadow_canary_review"
},
{
"task_id": "P2-416",
"priority": "P2",
"owner_agent": "nemotron",
"summary": "把 MCP/RAG/tool registry 的保留、遮罩與權限欄位轉成 owner packet。",
"gate": "mcp_rag_tool_registry_review"
},
{
"task_id": "P2-417",
"priority": "P1",
"owner_agent": "openclaw",
"summary": "建立 host/K3s/stateful 維護窗批准包的 owner review readback。",
"gate": "maintenance_window_owner_review"
}
],
"periodic_schedule_bindings": [
{
"binding_id": "agent_market_watch_weekly_monday_0900_taipei",
"workflow": ".gitea/workflows/agent-market-watch.yaml",
"cron": "0 1 * * 1",
"local_time": "Monday 09:00 Asia/Taipei",
"purpose": "weekly primary-source Agent market integration review",
"runtime_write_allowed": false
},
{
"binding_id": "ai_technology_watch_every_6_hours",
"workflow": ".gitea/workflows/ai-technology-watch.yaml",
"cron": "0 */6 * * *",
"local_time": "every 6 hours UTC / every 6 hours Taipei-shifted",
"purpose": "near-real-time AI technology and Agent version drift radar",
"runtime_write_allowed": false
},
{
"binding_id": "agent_version_lifecycle_weekly_tuesday_0900_taipei",
"workflow": ".gitea/workflows/agent-version-lifecycle-watch.yaml",
"cron": "proposal_only_weekly_tuesday_0900_taipei",
"local_time": "Tuesday 09:00 Asia/Taipei",
"purpose": "no-write AI Agent version/update proposal review queue",
"runtime_write_allowed": false
}
]
}