feat(version): define V1R4C1 release version

- Group-owner-agent-context-isolation
- Agent Observability complete loop
- Agent Event Bus unified platform
- Agent Command Plane and Audit Plane
- OpenAPI workspace permission fix

.gitignore

@@ -10,3 +10,4 @@ node_modules/
 runtime/tmp/
 runtime/cache/
 logs/
+config/test_write_perms

active-runtime/app/agent_context_api.py

@@ -0,0 +1,56 @@
+"""API adapter for agent context routing and visibility."""
+
+from typing import Any
+
+try:
+    from fastapi import APIRouter
+except Exception:
+    APIRouter = None
+
+from .agent_context_dashboard import AgentContextDashboard
+from .agent_context_rbac import AgentContextRBAC
+from .agent_context_resolver import AgentContextResolver
+
+resolver = AgentContextResolver()
+rbac = AgentContextRBAC()
+dashboard = AgentContextDashboard()
+
+
+def resolve_agent_context(payload: dict[str, Any]) -> dict[str, Any]:
+    route = rbac.route(payload["user_id"], payload.get("group_id"), payload.get("role", "user"))
+    context = resolver.resolve(
+        user_id=payload["user_id"],
+        group_id=payload.get("group_id", ""),
+        session=payload.get("session"),
+        user_profile=payload.get("user_profile"),
+        group_policy=payload.get("group_policy"),
+        agent_default=payload.get("agent_default"),
+        owner_policy=payload.get("owner_policy"),
+        owner=payload.get("role") == "owner",
+    )
+    return {"routing": route.to_dict(), "context": context.to_dict()}
+
+
+def get_context_dashboard() -> dict[str, Any]:
+    return dashboard.overview()
+
+
+def build_router():
+    if APIRouter is None:
+        return None
+    router = APIRouter(prefix="/admin/ai-evolution/context", tags=["context-isolation"])
+
+    @router.post("/resolve", operation_id="resolveAgentContext")
+    def resolve(payload: dict[str, Any]):
+        return resolve_agent_context(payload)
+
+    @router.get("/overview", operation_id="getAgentContextDashboard")
+    def overview():
+        return get_context_dashboard()
+
+    return router
+
+
+router = build_router()
+
+__all__ = ["router", "resolve_agent_context", "get_context_dashboard"]

active-runtime/app/agent_context_audit.py

@@ -0,0 +1,23 @@
+"""Audit context resolution decisions."""
+
+from datetime import datetime, timezone
+from typing import Any
+
+
+def utc_now():
+    return datetime.now(timezone.utc).isoformat()
+
+
+class AgentContextAudit:
+    def record(self, context: dict[str, Any]) -> dict[str, Any]:
+        return {
+            "event": "context_loaded",
+            "agent_id": context.get("agent_id"),
+            "user_id": context.get("user_id"),
+            "group_id": context.get("group_id"),
+            "layers": [x.get("name") for x in context.get("layers", [])],
+            "timestamp": utc_now(),
+        }
+
+
+__all__ = ["AgentContextAudit"]

active-runtime/app/agent_context_dashboard.py

@@ -0,0 +1,47 @@
+"""Web UI model for context isolation visibility."""
+
+from __future__ import annotations
+
+from typing import Any
+
+
+class AgentContextDashboard:
+    def overview(self, contexts: list[dict[str, Any]] | None = None) -> dict[str, Any]:
+        contexts = contexts or []
+        return {
+            "module": "agent-context-isolation",
+            "route": "/admin/ai-evolution/context",
+            "title": "Agent Context Isolation",
+            "panels": [
+                {
+                    "name": "agent-routing",
+                    "title": "Agent 路由",
+                    "data": contexts,
+                },
+                {
+                    "name": "context-layers",
+                    "title": "Context 来源层级",
+                    "layers": [
+                        "safety_policy",
+                        "owner_policy",
+                        "group_policy",
+                        "role_policy",
+                        "user_profile",
+                        "session_context",
+                        "agent_default",
+                    ],
+                },
+                {
+                    "name": "audit",
+                    "title": "Context 审计",
+                    "events": [
+                        "context_loaded",
+                        "profile_updated",
+                        "agent_selected",
+                    ],
+                },
+            ],
+        }
+
+
+__all__ = ["AgentContextDashboard"]

active-runtime/app/agent_context_rbac.py

@@ -0,0 +1,55 @@
+"""RBAC binding for group main agents and owner agents."""
+
+from __future__ import annotations
+
+from dataclasses import asdict, dataclass
+from typing import Any
+
+
+@dataclass(frozen=True)
+class AgentRoutingDecision:
+    user_id: str
+    group_id: str
+    role: str
+    agent_id: str
+    scope: str
+    allowed: bool
+    reason: str
+
+    def to_dict(self) -> dict[str, Any]:
+        return asdict(self)
+
+
+class AgentContextRBAC:
+    """Routes users to group agents and owners to dedicated owner agents."""
+
+    VALID_ROLES = {"user", "group_admin", "owner"}
+
+    def route(self, user_id: str, group_id: str | None, role: str) -> AgentRoutingDecision:
+        if role not in self.VALID_ROLES:
+            return AgentRoutingDecision(user_id, group_id or "", role, "", "none", False, "unknown_role")
+        if role == "owner":
+            return AgentRoutingDecision(
+                user_id=user_id,
+                group_id=group_id or "global",
+                role=role,
+                agent_id=f"owner-agent:{user_id}",
+                scope="global",
+                allowed=True,
+                reason="owner_dedicated_agent",
+            )
+        if not group_id:
+            return AgentRoutingDecision(user_id, "", role, "", "none", False, "group_required")
+        scope = "group" if role == "group_admin" else "self"
+        return AgentRoutingDecision(
+            user_id=user_id,
+            group_id=group_id,
+            role=role,
+            agent_id=f"group-main-agent:{group_id}",
+            scope=scope,
+            allowed=True,
+            reason="group_agent_routing",
+        )
+
+
+__all__ = ["AgentRoutingDecision", "AgentContextRBAC"]

active-runtime/app/agent_context_resolver.py

@@ -0,0 +1,82 @@
+"""Multi-user agent context resolver.
+
+Architecture:
+- shared agent kernel
+- group main agent
+- owner dedicated agent
+- user profile overlay
+- session overlay
+
+Personal preferences never enter shared USER.md.
+"""
+
+from __future__ import annotations
+
+from dataclasses import asdict, dataclass, field
+from datetime import datetime, timezone
+from typing import Any
+
+
+def utc_now() -> str:
+    return datetime.now(timezone.utc).isoformat()
+
+
+@dataclass(frozen=True)
+class ContextLayer:
+    name: str
+    priority: int
+    data: dict[str, Any]
+
+
+@dataclass
+class EffectiveContext:
+    agent_id: str
+    user_id: str
+    group_id: str
+    layers: list[ContextLayer]
+    resolved: dict[str, Any]
+    resolved_at: str = field(default_factory=utc_now)
+
+    def to_dict(self):
+        return {
+            "agent_id": self.agent_id,
+            "user_id": self.user_id,
+            "group_id": self.group_id,
+            "layers": [asdict(x) for x in self.layers],
+            "resolved": self.resolved,
+            "resolved_at": self.resolved_at,
+        }
+
+
+class AgentContextResolver:
+    """Resolves context without shared user-state pollution."""
+
+    def resolve(
+        self,
+        user_id: str,
+        group_id: str,
+        session: dict[str, Any] | None = None,
+        user_profile: dict[str, Any] | None = None,
+        group_policy: dict[str, Any] | None = None,
+        agent_default: dict[str, Any] | None = None,
+        owner_policy: dict[str, Any] | None = None,
+        owner: bool = False,
+    ) -> EffectiveContext:
+        layers = [
+            ContextLayer("agent_default", 10, agent_default or {}),
+            ContextLayer("group_policy", 30, group_policy or {}),
+            ContextLayer("user_profile", 50, user_profile or {}),
+            ContextLayer("session", 70, session or {}),
+        ]
+        agent_id = f"group-main-agent:{group_id}"
+        if owner:
+            agent_id = f"owner-agent:{user_id}"
+            layers.append(ContextLayer("owner_policy", 90, owner_policy or {}))
+        resolved: dict[str, Any] = {}
+        # Higher priority overlays lower priority except safety policies handled upstream.
+        for layer in sorted(layers, key=lambda x: x.priority):
+            resolved.update(layer.data)
+        return EffectiveContext(agent_id, user_id, group_id, layers, resolved)
+
+
+__all__ = ["ContextLayer", "EffectiveContext", "AgentContextResolver"]

active-runtime/app/agent_event_observability_bridge.py

@@ -0,0 +1,37 @@
+"""Bridge Agent Event Bus events into Agent Observability metrics."""
+
+from .agent_observability_hooks import AgentObservabilityHooks
+
+
+class AgentEventObservabilityBridge:
+    def __init__(self, hooks: AgentObservabilityHooks | None = None):
+        self.hooks = hooks or AgentObservabilityHooks()
+
+    def consume(self, event: dict):
+        kind = event.get("kind")
+        payload = event.get("payload", {})
+        if kind == "agent_started":
+            return self.hooks.start(
+                user_id=payload.get("user_id", "unknown"),
+                visible_scope=payload.get("scope", "self"),
+                entry_agent=payload.get("agent", "unknown"),
+                execution_id=event.get("id"),
+            )
+        if kind == "agent_delegated":
+            return self.hooks.delegate(event["execution_id"], payload.get("agent", "unknown"))
+        if kind == "token_consumed":
+            return self.hooks.tokens(
+                event["execution_id"],
+                payload.get("input_tokens", 0),
+                payload.get("output_tokens", 0),
+            )
+        if kind in {"agent_completed", "agent_failed"}:
+            return self.hooks.finish(
+                event["execution_id"],
+                payload.get("closed_by"),
+                "failed" if kind == "agent_failed" else "completed",
+            )
+        return {"status": "ignored", "kind": kind}
+
+
+__all__ = ["AgentEventObservabilityBridge"]

active-runtime/app/agent_observability.py

@@ -0,0 +1,80 @@
+"""Agent orchestration observability model.
+
+Tracks OpenClaw, Hermes and sub-agent execution chains. Token usage is optional
+and depends on model adapter instrumentation.
+"""
+
+from __future__ import annotations
+
+from dataclasses import asdict, dataclass, field
+from datetime import datetime, timezone
+from typing import Any
+
+
+def utc_now():
+    return datetime.now(timezone.utc).isoformat()
+
+
+@dataclass
+class AgentExecutionRecord:
+    execution_id: str
+    user_id: str
+    visible_scope: str
+    entry_agent: str
+    path: list[str]
+    used_hermes: bool
+    closed_by: str
+    duration_ms: int = 0
+    input_tokens: int | None = None
+    output_tokens: int | None = None
+    total_tokens: int | None = None
+    status: str = "completed"
+    started_at: str = field(default_factory=utc_now)
+    ended_at: str = field(default_factory=utc_now)
+
+    def to_dict(self):
+        return asdict(self)
+
+
+class AgentObservability:
+    def __init__(self):
+        self.records: list[AgentExecutionRecord] = []
+
+    def record(self, record: AgentExecutionRecord):
+        self.records.append(record)
+        return record.to_dict()
+
+    def summary(self, user_id: str | None = None) -> dict[str, Any]:
+        records = [r for r in self.records if not user_id or r.user_id == user_id]
+        hermes = [r for r in records if r.used_hermes]
+        direct = [r for r in records if not r.used_hermes]
+        return {
+            "total_executions": len(records),
+            "openclaw_independent_loops": len(direct),
+            "hermes_orchestrated_loops": len(hermes),
+            "average_duration_ms": (
+                sum(r.duration_ms for r in records) / len(records) if records else 0
+            ),
+            "token_usage": {
+                "input": sum(r.input_tokens or 0 for r in records),
+                "output": sum(r.output_tokens or 0 for r in records),
+                "total": sum(r.total_tokens or 0 for r in records),
+            },
+        }
+
+    def hermes_tree(self, user_id: str | None = None):
+        return [
+            {
+                "execution_id": r.execution_id,
+                "entry": r.entry_agent,
+                "used_hermes": r.used_hermes,
+                "children": r.path,
+                "duration_ms": r.duration_ms,
+                "tokens": r.total_tokens,
+            }
+            for r in self.records
+            if (not user_id or r.user_id == user_id)
+        ]
+
+
+__all__ = ["AgentExecutionRecord", "AgentObservability"]

active-runtime/app/agent_observability_api.py

@@ -0,0 +1,52 @@
+"""API for agent orchestration observability."""
+
+from __future__ import annotations
+
+from typing import Any
+
+try:
+    from fastapi import APIRouter
+except Exception:
+    APIRouter = None
+
+from .agent_observability import AgentExecutionRecord
+from .agent_observability_dashboard import AgentObservabilityDashboard
+from .agent_observability_store import AgentObservabilityStore
+
+store = AgentObservabilityStore()
+dashboard = AgentObservabilityDashboard(store.load())
+
+
+def record_agent_execution(payload: dict[str, Any]):
+    record = AgentExecutionRecord(**payload)
+    return {"status": "ok", "record": store.append(record)}
+
+
+def get_agent_observability(user_id: str | None = None, group_id: str | None = None, role: str = "user"):
+    records = store.query(user_id, group_id, role)
+    return {
+        "status": "ok",
+        "records": records,
+        "summary": store.load().summary(user_id if role != "owner" else None),
+    }
+
+
+def build_router():
+    if APIRouter is None:
+        return None
+    router = APIRouter(prefix="/admin/ai-evolution/agents", tags=["agent-observability"])
+
+    @router.post("/execution", operation_id="recordAgentExecution")
+    def record(payload: dict[str, Any]):
+        return record_agent_execution(payload)
+
+    @router.get("/overview", operation_id="getAgentObservabilityOverview")
+    def overview(user_id: str | None = None, group_id: str | None = None, role: str = "user"):
+        return get_agent_observability(user_id, group_id, role)
+
+    return router
+
+
+router = build_router()
+
+__all__ = ["router", "record_agent_execution", "get_agent_observability"]

active-runtime/app/agent_observability_dashboard.py

@@ -0,0 +1,44 @@
+"""Web UI dashboard model for agent execution visibility."""
+
+from .agent_observability import AgentObservability
+
+
+class AgentObservabilityDashboard:
+    def __init__(self, observability: AgentObservability | None = None):
+        self.observability = observability or AgentObservability()
+
+    def overview(self, user_id: str | None = None):
+        return {
+            "route": "/admin/ai-evolution/agents",
+            "title": "Agent Orchestration Observability",
+            "summary": self.observability.summary(user_id),
+            "views": [
+                {
+                    "name": "scheduler_flow",
+                    "title": "OpenClaw/Hermes 调度流程",
+                    "data": self.observability.hermes_tree(user_id),
+                },
+                {
+                    "name": "agent_metrics",
+                    "title": "智能体指标",
+                    "fields": [
+                        "duration_ms",
+                        "input_tokens",
+                        "output_tokens",
+                        "total_tokens",
+                        "status",
+                    ],
+                },
+                {
+                    "name": "loop_distribution",
+                    "title": "闭环分布",
+                    "fields": [
+                        "openclaw_independent_loops",
+                        "hermes_orchestrated_loops",
+                    ],
+                },
+            ],
+        }
+
+
+__all__ = ["AgentObservabilityDashboard"]

active-runtime/app/agent_observability_hooks.py

@@ -0,0 +1,113 @@
+"""Runtime hooks for Agent Observability.
+
+OpenClaw/Hermes/sub-agents can call these hooks at start/end/delegation points.
+The hooks store sanitized metadata only: no prompts, no secrets, no private message
+content.
+"""
+
+from __future__ import annotations
+
+from dataclasses import dataclass, field
+from datetime import datetime, timezone
+from typing import Any
+from uuid import uuid4
+
+from .agent_observability import AgentExecutionRecord
+from .agent_observability_store import AgentObservabilityStore
+
+
+def utc_now() -> str:
+    return datetime.now(timezone.utc).isoformat()
+
+
+def parse_time(value: str) -> datetime:
+    return datetime.fromisoformat(value.replace("Z", "+00:00"))
+
+
+@dataclass
+class AgentRunContext:
+    execution_id: str
+    user_id: str
+    visible_scope: str
+    entry_agent: str
+    path: list[str] = field(default_factory=list)
+    used_hermes: bool = False
+    started_at: str = field(default_factory=utc_now)
+    input_tokens: int = 0
+    output_tokens: int = 0
+    status: str = "running"
+
+    def delegate(self, agent_name: str) -> None:
+        if agent_name not in self.path:
+            self.path.append(agent_name)
+        if agent_name.lower() == "hermes":
+            self.used_hermes = True
+
+    def add_tokens(self, input_tokens: int = 0, output_tokens: int = 0) -> None:
+        self.input_tokens += max(input_tokens, 0)
+        self.output_tokens += max(output_tokens, 0)
+
+
+class AgentObservabilityHooks:
+    def __init__(self, store: AgentObservabilityStore | None = None):
+        self.store = store or AgentObservabilityStore()
+        self.active: dict[str, AgentRunContext] = {}
+
+    def start(
+        self,
+        user_id: str,
+        visible_scope: str,
+        entry_agent: str,
+        execution_id: str | None = None,
+    ) -> dict[str, Any]:
+        run = AgentRunContext(
+            execution_id=execution_id or f"exec_{uuid4().hex[:12]}",
+            user_id=user_id,
+            visible_scope=visible_scope,
+            entry_agent=entry_agent,
+            path=[entry_agent],
+            used_hermes=entry_agent.lower() == "hermes",
+        )
+        self.active[run.execution_id] = run
+        return {"status": "started", "execution_id": run.execution_id, "run": run.__dict__}
+
+    def delegate(self, execution_id: str, agent_name: str) -> dict[str, Any]:
+        run = self.active[execution_id]
+        run.delegate(agent_name)
+        return {"status": "delegated", "execution_id": execution_id, "path": run.path}
+
+    def tokens(self, execution_id: str, input_tokens: int = 0, output_tokens: int = 0) -> dict[str, Any]:
+        run = self.active[execution_id]
+        run.add_tokens(input_tokens, output_tokens)
+        return {
+            "status": "tokens_recorded",
+            "execution_id": execution_id,
+            "input_tokens": run.input_tokens,
+            "output_tokens": run.output_tokens,
+            "total_tokens": run.input_tokens + run.output_tokens,
+        }
+
+    def finish(self, execution_id: str, closed_by: str | None = None, status: str = "completed") -> dict[str, Any]:
+        run = self.active.pop(execution_id)
+        ended_at = utc_now()
+        duration_ms = int((parse_time(ended_at) - parse_time(run.started_at)).total_seconds() * 1000)
+        record = AgentExecutionRecord(
+            execution_id=run.execution_id,
+            user_id=run.user_id,
+            visible_scope=run.visible_scope,
+            entry_agent=run.entry_agent,
+            path=run.path,
+            used_hermes=run.used_hermes,
+            closed_by=closed_by or run.path[-1],
+            duration_ms=duration_ms,
+            input_tokens=run.input_tokens,
+            output_tokens=run.output_tokens,
+            total_tokens=run.input_tokens + run.output_tokens,
+            status=status,
+            started_at=run.started_at,
+            ended_at=ended_at,
+        )
+        return {"status": "stored", "record": self.store.append(record)}
+
+
+__all__ = ["AgentRunContext", "AgentObservabilityHooks"]

active-runtime/app/agent_observability_store.py

@@ -0,0 +1,45 @@
+"""Persistent store for agent observability records.
+
+Stores sanitized execution metrics for OpenClaw/Hermes/sub-agents. No prompts,
+secrets, or private message contents are persisted here; only metrics and routing
+metadata are stored for Web UI statistics and audit.
+"""
+
+from __future__ import annotations
+
+import json
+from pathlib import Path
+from typing import Any
+
+from .agent_observability import AgentExecutionRecord, AgentObservability
+
+
+class AgentObservabilityStore:
+    def __init__(self, root: str = "runtime/agent-observability"):
+        self.root = Path(root)
+        self.records_dir = self.root / "records"
+        self.records_dir.mkdir(parents=True, exist_ok=True)
+
+    def append(self, record: AgentExecutionRecord) -> dict[str, Any]:
+        path = self.records_dir / f"{record.execution_id}.json"
+        data = record.to_dict()
+        path.write_text(json.dumps(data, ensure_ascii=False, indent=2), encoding="utf-8")
+        return data
+
+    def load(self) -> AgentObservability:
+        observability = AgentObservability()
+        for path in sorted(self.records_dir.glob("*.json")):
+            raw = json.loads(path.read_text(encoding="utf-8"))
+            observability.records.append(AgentExecutionRecord(**raw))
+        return observability
+
+    def query(self, user_id: str | None = None, group_id: str | None = None, role: str = "user") -> list[dict[str, Any]]:
+        records = [record.to_dict() for record in self.load().records]
+        if role == "owner":
+            return records
+        if role == "group_admin" and group_id:
+            return [r for r in records if r.get("visible_scope") == group_id or r.get("user_id") == user_id]
+        return [r for r in records if r.get("user_id") == user_id]
+
+
+__all__ = ["AgentObservabilityStore"]

active-runtime/app/aios_chatgpt_actions_api.py

@@ -1,95 +1,398 @@
 #!/usr/bin/env python3
-""" AI GitOps Actions API """
-import asyncio, base64, hashlib, hmac, json, os, re, shutil, subprocess, sys, time, uuid
+from __future__ import annotations
+import hashlib, hmac, json, os, re, subprocess, sys, time, urllib.parse, uuid
+from http.server import BaseHTTPRequestHandler, ThreadingHTTPServer
 from pathlib import Path
-from urllib.parse import parse_qs, urlparse
+from typing import Any
 
-from aiohttp import web
+sys.path.insert(0, str(Path(os.getenv('AIOS_GITOPS_WORKSPACE', '/data/aios-gitops/workspace')) / 'runtime' / 'agent-os'))
+from orchestrator.action_monitor import ActionMonitor
 
-# Environment
-WS = Path(os.environ.get("AIOS_WORKSPACE", "/data/aios-gitops/workspace"))
-BASE_DIR = WS / "active-runtime"
-APPDIR = BASE_DIR / "app"
-AUDITDIR = WS / "audit"
-WORKDIR = WS / "work"
-DOTDIR = WS.parent
-GITEA_DIR = DOTDIR / "runtime" / "gitea-bin" / "data" / "repositories" / "aios"
+ROOT = Path(os.getenv('AIOS_GITOPS_ROOT', '/data/aios-gitops'))
+WS = Path(os.getenv('AIOS_GITOPS_WORKSPACE', str(ROOT / 'workspace')))
+SECRETS = Path(os.getenv('AIOS_GITOPS_SECRETS_DIR', str(ROOT / 'runtime' / 'secrets')))
+TOKEN_FILE = Path(os.getenv('AIOS_GITOPS_TOKEN_FILE', str(SECRETS / 'gitops.tokens')))
+HOST = os.getenv('AIOS_GITOPS_HOST', '127.0.0.1')
+PORT = int(os.getenv('AIOS_GITOPS_PORT', '18890'))
+OPENAPI = WS / 'docs' / 'gitops' / 'openapi-chatgpt-actions.yaml'
+BARE_REPO = Path(os.getenv('AIOS_GITOPS_BARE_REPO', str(ROOT / 'runtime' / 'gitea-bin' / 'data' / 'repositories' / 'aios' / 'aios-v23.git')))
+monitor = ActionMonitor()
 
-# Load config
-try:
-    import yaml
-    config_path = WS / "active-runtime" / "app" / "config.yaml"
-    with open(config_path) as f:
-        CONFIG = yaml.safe_load(f) or {}
-except: CONFIG = {}
+BASE_MODELS = [
+  {'id':'base.deepseekv4-flash','provider':'one-api','model':'deepseekv4-flash','display_name':'DeepSeek V4 Flash','scope':'global'},
+  {'id':'base.qwen3.6-35b','provider':'one-api','model':'qwen3.6-35b','display_name':'Qwen 3.6 35B','scope':'global'},
+  {'id':'base.gpt-5.5','provider':'openai','model':'gpt-5.5','display_name':'GPT-5.5','scope':'global'},
+]
+SECRET_RE = re.compile(r'(?i)(api[_-]?key|secret[_-]?access[_-]?key|secret|password|token)\s*[:=]\s*["\']?([A-Za-z0-9_./+=:-]{16,})')
+SECRET_VAL_RE = re.compile(r'(sk-[A-Za-z0-9_-]{20,}|HPUA[A-Z0-9]{10,}|SDC[A-Za-z0-9]{20,})')
 
-start_time = time.time()
-log_ident = "aios-api"
+def now() -> str: return time.strftime('%Y-%m-%dT%H:%M:%SZ', time.gmtime())
+def uid(p='id') -> str: return f'{p}-{int(time.time()*1000)}-{uuid.uuid4().hex[:8]}'
+def safe(s: str, n=160) -> str: return re.sub(r'[^A-Za-z0-9_./@-]+', '-', str(s or 'unknown')).strip('/-')[:n] or 'unknown'
+def sh(args, check=False):
+    p = subprocess.run(['git'] + args, cwd=str(WS), text=True, capture_output=True)
+    if check and p.returncode != 0: raise RuntimeError(p.stderr or p.stdout or 'git failed')
+    return {'code':p.returncode,'stdout':p.stdout.strip(),'stderr':p.stderr.strip(),'cmd':['git']+args}
+def jload(p: Path, default):
+    try: return json.loads(p.read_text(encoding='utf-8'))
+    except Exception: return default
+def relpath(path: str) -> str:
+    x = str(path or '').replace('\\','/').strip()
+    if not x or x.startswith('/') or '..' in Path(x).parts or Path(x).parts[0] == '.git': raise ValueError('invalid path')
+    return str(Path(x))
+def branch_name(name: str | None, prefix='patch/chatgpt') -> str:
+    b = safe(name or f'{prefix}-{uid("br")}', 180)
+    if b in ('main','master') or b.startswith('main/') or b.startswith('master/'): raise ValueError('direct main/master writes are forbidden')
+    return b
+def _json_has_plain_secret(obj: Any) -> bool:
+    if isinstance(obj, dict):
+        for k, v in obj.items():
+            lk = str(k).lower()
+            if lk == 'secret_ref' or lk.endswith('_secret_ref'):
+                continue
+            if lk in {'api_key', 'access_key', 'secret_access_key', 'secret_key', 'password', 'token', 'bearer_token'}:
+                if isinstance(v, str) and v and not v.startswith('secret://') and v != 'REDACTED':
+                    return True
+            if _json_has_plain_secret(v):
+                return True
+        return False
+    if isinstance(obj, list):
+        return any(_json_has_plain_secret(x) for x in obj)
+    if isinstance(obj, str):
+        return bool(obj and not obj.startswith('secret://') and obj != 'REDACTED' and SECRET_VAL_RE.search(obj))
+    return False
 
-def sh(cmd, **kw):
-    try: 
-        r = subprocess.run(cmd, capture_output=True, text=True, cwd=WS, **kw)
-        return r.stdout.strip() if r else None
-    except: return None
+def content_has_secret(text: str) -> bool:
+    text = text or ''
+    try:
+        return _json_has_plain_secret(json.loads(text))
+    except Exception:
+        pass
+    if SECRET_VAL_RE.search(text):
+        return True
+    for m in SECRET_RE.finditer(text):
+        key = str(m.group(1)).lower()
+        value = str(m.group(2))
+        if 'secret_ref' in key or value.startswith('secret://') or value == 'REDACTED':
+            continue
+        return True
+    return False
+def token_records():
+    if not TOKEN_FILE.exists(): return []
+    out=[]
+    for raw in TOKEN_FILE.read_text(encoding='utf-8').splitlines():
+        line=raw.strip()
+        if not line or line.startswith('#'): continue
+        if line.startswith('{'):
+            try: out.append(json.loads(line))
+            except Exception: pass
+        else:
+            out.append({'account':'legacy-token','role':'owner','scopes':['*'],'token_plain':line})
+    return out
+def authenticate(token: str):
+    if os.getenv('AIOS_GITOPS_DEV_ALLOW','0') == '1': return {'account':'dev-owner','role':'owner','scopes':['*']}
+    if not token: return None
+    digest=hashlib.sha256(token.encode()).hexdigest()
+    for r in token_records():
+        if r.get('disabled'): continue
+        if r.get('token_sha256') and hmac.compare_digest(str(r['token_sha256']), digest): return r
+        if r.get('token_plain') and hmac.compare_digest(str(r['token_plain']), token): return r
+    return None
+def sanitize(obj: Any) -> Any:
+    if isinstance(obj, dict):
+        return {k: ('REDACTED' if re.search(r'(?i)(api[_-]?key|secret|password|token)', str(k)) else sanitize(v)) for k,v in obj.items()}
+    if isinstance(obj, list): return [sanitize(x) for x in obj]
+    if isinstance(obj, str): return SECRET_VAL_RE.sub('REDACTED', obj)
+    return obj
+def ensure_git():
+    if not sh(['config','user.email'])['stdout']: sh(['config','user.email','chatgpt-gitops-bot@cnnetmkt.top'], True)
+    if not sh(['config','user.name'])['stdout']: sh(['config','user.name','chatgpt-gitops-bot'], True)
+def checkout(branch, base='main', create=False):
+    ensure_git(); b=branch_name(branch)
+    if create or sh(['rev-parse','--verify',b])['code'] != 0:
+        sh(['checkout',base], True); sh(['checkout','-B',b], True)
+    else: sh(['checkout',b], True)
+    return b
+def write_file(path, content):
+    if content_has_secret(content): raise ValueError('secret_rejected: use secret_ref; plaintext API keys must not enter Git')
+    r=relpath(path); t=WS/r; t.parent.mkdir(parents=True, exist_ok=True); t.write_text(content, encoding='utf-8'); return r
+def write_json(path, data): return write_file(path, json.dumps(data, ensure_ascii=False, indent=2) + '\n')
+def sync_branch(branch: str) -> dict:
+    if not branch or branch in ('main','master') or branch.startswith('main/') or branch.startswith('master/'):
+        return {'status':'skipped','reason':'protected_branch','branch':branch}
+    if BARE_REPO.exists():
+        ref=f'refs/heads/{branch}:refs/heads/{branch}'
+        p=subprocess.run(['git','--git-dir',str(BARE_REPO),'fetch',str(WS),ref], text=True, capture_output=True)
+        if p.returncode != 0: raise RuntimeError(p.stderr or p.stdout or f'git sync failed for {branch}')
+        return {'status':'synced','target':'bare','branch':branch,'stdout':p.stdout.strip(),'stderr':p.stderr.strip()}
+    p=subprocess.run(['git','push','origin',f'HEAD:refs/heads/{branch}'], cwd=str(WS), text=True, capture_output=True)
+    if p.returncode != 0: raise RuntimeError(p.stderr or p.stdout or f'git push failed for {branch}')
+    return {'status':'synced','target':'origin','branch':branch,'stdout':p.stdout.strip(),'stderr':p.stderr.strip()}
 
-def baselines():
-    p = WS / "baselines" / "current.json"
-    if p.exists():
-        try: return json.loads(p.read_text())
-        except: pass
-    return {}
+def sync_tag(tag: str) -> dict:
+    if not tag: return {'status':'skipped','reason':'empty_tag'}
+    if BARE_REPO.exists():
+        ref=f'refs/tags/{tag}:refs/tags/{tag}'
+        p=subprocess.run(['git','--git-dir',str(BARE_REPO),'fetch',str(WS),ref], text=True, capture_output=True)
+        if p.returncode != 0: raise RuntimeError(p.stderr or p.stdout or f'git tag sync failed for {tag}')
+        return {'status':'synced','target':'bare','tag':tag,'stdout':p.stdout.strip(),'stderr':p.stderr.strip()}
+    p=subprocess.run(['git','push','origin',tag], cwd=str(WS), text=True, capture_output=True)
+    if p.returncode != 0: raise RuntimeError(p.stderr or p.stdout or f'git tag push failed for {tag}')
+    return {'status':'synced','target':'origin','tag':tag,'stdout':p.stdout.strip(),'stderr':p.stderr.strip()}
 
-def commands(status):
-    d = WS / "agents" / "commands" / status
-    if not d.exists(): return []
-    return [{"name": f.name, "state": status} for f in sorted(d.iterdir()) if f.name.endswith(".md")]
+def commit(paths, msg):
+    ensure_git(); paths = [relpath(p) for p in paths] if paths else ['.']; sh(['add'] + paths, True)
+    branch=sh(['rev-parse','--abbrev-ref','HEAD'])['stdout']
+    if not sh(['status','--short'])['stdout']:
+        return {'status':'no_changes','branch':branch,'sync':sync_branch(branch)}
+    out=sh(['commit','-m',msg], True); branch=sh(['rev-parse','--abbrev-ref','HEAD'])['stdout']; sync=sync_branch(branch); return {'status':'committed','branch':branch,'rev':sh(['rev-parse','--short','HEAD'], True)['stdout'],'git':out,'sync':sync}
+def audit(actor, action, target, payload):
+    p=ROOT/'artifacts'/'chatgpt-gitops-audit.jsonl'; p.parent.mkdir(parents=True, exist_ok=True)
+    with p.open('a', encoding='utf-8') as f: f.write(json.dumps({'at':now(),'actor':actor,'action':action,'target':target,'payload':sanitize(payload)}, ensure_ascii=False)+'\n')
+def model_docs():
+    out=[]
+    for p in sorted((WS/'config'/'model_registry').glob('**/*.json')): out.append(jload(p, {'path':str(p.relative_to(WS))}))
+    return out
+def patches():
+    out=[]
+    for p in sorted((WS/'patches').glob('**/*.json')): out.append(jload(p, {'path':str(p.relative_to(WS))}))
+    return out
 
-def agent_runs():
-    d = AUDITDIR / "agent-runs"
-    if not d.exists(): return []
-    rs = []
-    for f in sorted(d.iterdir(), reverse=True):
-        if f.name.endswith(".json"):
-            try:
-                j = json.loads(f.read_text())
-                j["file"] = f.stem
-                rs.append(j)
-            except: pass
-    return rs
+class H(BaseHTTPRequestHandler):
+    server_version='AIOSChatGPTGitOps/V1R1C0'
+    def sendj(self, data, code=200):
+        b=json.dumps(data, ensure_ascii=False, indent=2).encode(); self.send_response(code); self.send_header('Content-Type','application/json; charset=utf-8'); self.send_header('Content-Length',str(len(b))); self.end_headers(); self.wfile.write(b)
+    def sendt(self, text, ctype='text/plain; charset=utf-8', code=200):
+        b=text.encode(); self.send_response(code); self.send_header('Content-Type',ctype); self.send_header('Content-Length',str(len(b))); self.end_headers(); self.wfile.write(b)
+    def body(self):
+        n=int(self.headers.get('Content-Length','0') or '0'); raw=self.rfile.read(n).decode() if n else '{}'
+        try: return json.loads(raw or '{}')
+        except Exception: return {'_raw':raw}
+    def actor(self):
+        auth=self.headers.get('Authorization',''); tok=auth[7:].strip() if auth.startswith('Bearer ') else self.headers.get('X-AIOS-Token','')
+        rec=authenticate(tok)
+        if rec: return {'ok':True,'account':safe(rec.get('account') or rec.get('name') or 'token-user'),'role':rec.get('role','user'),'scopes':set(rec.get('scopes') or [])}
+        return {'ok':False,'account':'anonymous','role':'anonymous','scopes':set()}
+    def need(self, scope):
+        a=self.actor()
+        if not a['ok']: self.sendj({'error':'unauthorized','hint':'Bearer token required'},401); return None
+        if '*' not in a['scopes'] and scope not in a['scopes']: self.sendj({'error':'forbidden','required_scope':scope,'account':a['account']},403); return None
+        return a
+    def do_GET(self):
+        u=urllib.parse.urlparse(self.path); path=u.path.rstrip('/') if u.path != '/' else u.path; q=urllib.parse.parse_qs(u.query)
+        try:
+            if path in ('/health','/api/health'): return self.sendj({'status':'ok','service':'chatgpt-gitops-adapter','workspace':str(WS)})
+            if path in ('/api/openapi.yaml','/api/openapi-chatgpt-actions.yaml','/api/schema'):
+                return self.sendt(OPENAPI.read_text(encoding='utf-8'), 'application/yaml; charset=utf-8') if OPENAPI.exists() else self.sendj({'error':'schema_missing'},404)
+            if path in ('/api','/api/status'): return self.sendj(api_spec())
+            if path in ('/api/base','/api/baseline','/base'):
+                data=jload(WS/'baseline'/'current.json', {}); data.setdefault('git', sh(['rev-parse','--short','HEAD'])['stdout']); return self.sendj(data)
+            if path in ('/api/ver','/api/versions','/ver'):
+                return self.sendj({'tags':sh(['tag','--list','V*'])['stdout'].splitlines(),'versions_dir':[p.name for p in (WS/'versions').glob('*')],'head':sh(['rev-parse','--short','HEAD'])['stdout']})
+            if path in ('/api/diff','/diff'):
+                frm=(q.get('from') or ['HEAD~1'])[0]; to=(q.get('to') or ['HEAD'])[0]; return self.sendj({'from':frm,'to':to,'diff':sh(['diff',frm,to])})
+            if path in ('/api/patch','/api/patches','/api/branches','/patch'): return self.sendj({'patches':patches(),'branches':sh(['branch','--format','%(refname:short)'])['stdout'].splitlines()})
+            if path in ('/api/model','/model'): return self.sendj({'base':BASE_MODELS,'custom':model_docs(),'priority':[jload(p,{}) for p in sorted((WS/'config'/'model_priority').glob('*.json'))]})
+            if path in ('/api/run','/api/runtime-status','/run'):
+                svc=subprocess.run(['systemctl','is-active','aios-gitops-model-api'], text=True, capture_output=True)
+                return self.sendj({'service':'aios-gitops-model-api','status':svc.stdout.strip() or svc.stderr.strip(),'workspace_branch':sh(['rev-parse','--abbrev-ref','HEAD'])['stdout']})
+            if path in ('/api/action-monitor','/action-monitor'):
+                latest=monitor.latest()
+                ldict={'event_id':latest.event_id,'action':latest.action,'error':latest.error,'context':latest.context,'created_at':latest.created_at} if latest else None
+                return self.sendj({'events':[{"event_id":e.event_id,"action":e.action,"error":e.error,"context":e.context,"created_at":e.created_at} for e in monitor.list_events()],'latest':ldict})
+                        # Admin AI Evolution Dashboard
+            if path in ('/admin/ai-evolution','/admin/ai-evolution/'):
+                return self.ai_evolution_page()
+            if path in ('/admin/ai-evolution/api/data'):
+                return self.ai_evolution_data()
+            return self.sendj({'error':'not_found','path':path},404)
+        except Exception as e:
+            monitor.record_failure('do_GET', str(e), {'path':path})
+            return self.sendj({'error':str(e)},500)
+    def do_PUT(self):
+        path=urllib.parse.urlparse(self.path).path.rstrip('/'); data=self.body()
+        if path == '/api/model-priority': return self.model_priority(data)
+        return self.sendj({'error':'not_found','path':path},404)
+    def do_POST(self):
+        path=urllib.parse.urlparse(self.path).path.rstrip('/'); data=self.body()
+        try:
+            if path in ('/api/branch','/api/create-branch'): return self.branch(data)
+            if path in ('/api/file','/api/commit-file'): return self.file(data)
+            if path == '/api/commit': return self.commit(data)
+            if path in ('/api/patch','/api/create-patch'): return self.patch(data)
+            if path in ('/api/tag','/api/create-tag'): return self.tag(data)
+            if path == '/api/rollback': return self.rollback(data)
+            if path == '/api/model': return self.model(data)
+            if path == '/api/model-priority': return self.model_priority(data)
+            if path == '/api/nl': return self.nl(data)
+            return self.sendj({'error':'not_found','path':path},404)
+        except Exception as e:
+            monitor.record_failure('do_POST', str(e), {'path':path})
+            return self.sendj({'error':str(e)},500)
+    def branch(self,data):
+        a=self.need('branch:create');
+        if not a: return
+        b=checkout(data.get('branch'), data.get('base','main'), True); meta={'type':'branch','branch':b,'base':data.get('base','main'),'created_by':a['account'],'created_at':now(),'direct_main_push':False,'owner_approval_required':True}
+        r=write_json(f'patches/{safe(b).replace("/","_")}.branch.json', meta); c=commit([r], data.get('message') or f'chore(chatgpt): create {b}'); audit(a['account'],'branch',b,meta); self.sendj({'status':'ok','branch':b,'commit':c})
+    def file(self,data):
+        a=self.need('file:write');
+        if not a: return
+        b=checkout(data.get('branch'), data.get('base','main'), bool(data.get('create_branch'))); r=write_file(data.get('path'), data.get('content','')); c=commit([r], data.get('message') or f'chore(chatgpt): update {r}'); audit(a['account'],'file',r,{'branch':b,'commit':c}); self.sendj({'status':'committed','branch':b,'path':r,'commit':c})
+    def commit(self,data):
+        a=self.need('commit:create');
+        if not a: return
+        b=checkout(data.get('branch') or sh(['rev-parse','--abbrev-ref','HEAD'])['stdout'], data.get('base','main'), False); paths=data.get('paths') or ['.']; paths=[paths] if isinstance(paths,str) else paths; c=commit(paths, data.get('message') or 'chore(chatgpt): commit changes'); audit(a['account'],'commit',b,{'paths':paths,'commit':c}); self.sendj({'status':c['status'],'branch':b,'commit':c})
+    def patch(self,data):
+        a=self.need('patch:create');
+        if not a: return
+        name=data.get('patch_name') or data.get('name') or uid('patch'); b=checkout(data.get('branch') or f'patch/{safe(name)}', data.get('base','main'), True); meta={'id':uid('patch'),'patch_name':name,'branch':b,'risk':data.get('risk','medium'),'description':data.get('description',''),'created_by':a['account'],'created_at':now()}
+        r=write_json(f'patches/{safe(name)}.json', meta); c=commit([r], data.get('message') or f'chore(chatgpt): create patch {name}'); audit(a['account'],'patch',name,meta); self.sendj({'status':'patch_branch_created','patch':meta,'commit':c})
+    def tag(self,data):
+        a=self.need('tag:create');
+        if not a: return
+        ver=data.get('version') or data.get('tag')
+        if not re.match(r'^V\d+R\d+C\d+(-[A-Za-z0-9_.-]+)?$', ver or ''): return self.sendj({'error':'version must match VxRxCx'},400)
+        if data.get('confirm') != True:
+            self.sendj({'status':'confirm_required','operation':'tag','hint':'This operation creates a Git tag. Confirm to proceed.','x-openai-isConsequential':True}, 428)
+            return
+        if a['role'] != 'owner' or not data.get('execute'):
+            b=checkout(data.get('branch') or f'request/tag-{safe(ver)}', 'main', True); req={'version':ver,'requested_by':a['account'],'approval_required':True,'created_at':now()}; r=write_json(f'baseline/tag_requests/{safe(ver)}.json', req); c=commit([r], f'chore(chatgpt): request tag {ver}'); return self.sendj({'status':'approval_required','branch':b,'commit':c})
+        out=sh(['tag','-a',ver,'-m',data.get('message') or f'release {ver}'], True); self.sendj({'status':'tagged','version':ver,'git':out,'sync':sync_tag(ver)})
+    def rollback(self,data):
+        a=self.need('rollback:request');
+        if not a: return
+        target=data.get('target_version') or data.get('version') or data.get('target')
+        if not target: return self.sendj({'error':'target_version required'},400)
+        b=checkout(data.get('branch') or f'request/rollback-{safe(target)}-{uid("rb")}', 'main', True); req={'id':uid('rollback'),'target_version':target,'reason':data.get('reason',''),'requested_by':a['account'],'approval_required':True,'execute':False,'created_at':now()}; r=write_json(f'baseline/rollback_requests/{safe(req["id"])}.json', req); c=commit([r], f'chore(chatgpt): request rollback {target}'); self.sendj({'status':'rollback_request_committed','branch':b,'request':req,'commit':c})
+    def model(self,data):
+        a=self.need('model:write');
+        if not a: return
+        name=data.get('model_name') or data.get('model'); base=(data.get('base_url') or '').rstrip('/'); prov=data.get('provider_name') or 'custom-provider'
+        if not name or not base: return self.sendj({'error':'provider_name/base_url/model_name required'},400)
+        owner=safe(data.get('username') or a['account']); secret_ref=data.get('api_key_secret_ref') or data.get('secret_ref')
+        if data.get('api_key'):
+            d=SECRETS/'llm'/owner; d.mkdir(parents=True, exist_ok=True); sid=uid('llmkey'); p=d/f'{sid}.secret'; p.write_text(str(data['api_key']), encoding='utf-8'); os.chmod(p,0o600); secret_ref=f'secret://llm/{owner}/{sid}'
+        if not secret_ref: return self.sendj({'error':'api_key_secret_ref or api_key required'},400)
+        mid=data.get('model_id') or f'custom.{owner}.{hashlib.sha1((prov+base+name).encode()).hexdigest()[:10]}'; b=checkout(data.get('branch') or f'patch/model-{safe(mid)}','main',True)
+        doc=sanitize({k:v for k,v in data.items() if k!='api_key'}); doc.update({'model_id':mid,'provider_name':prov,'base_url':base,'model_name':name,'api_key_secret_ref':secret_ref,'created_by':a['account'],'created_at':now()})
+        if data.get('confirm') != True:
+            self.sendj({'status':'confirm_required','operation':'model','hint':'This operation registers a new model. Confirm to proceed.','x-openai-isConsequential':True}, 428)
+            return
+        r=write_json(f'config/model_registry/chatgpt/{safe(mid)}.json', doc); c=commit([r], data.get('message') or f'chore(chatgpt): register model {name}'); audit(a['account'],'model',mid,doc); self.sendj({'status':'model_registered','branch':b,'model_id':mid,'secret_ref':secret_ref,'commit':c})
+    def model_priority(self,data):
+        a=self.need('model:priority');
+        if not a: return
+        if data.get('confirm') != True:
+            self.sendj({'status':'confirm_required','operation':'model-priority','hint':'This operation updates model priority. Confirm to proceed.','x-openai-isConsequential':True}, 428)
+            return
+        user=safe(data.get('username') or a['account']); b=checkout(data.get('branch') or f'patch/model-priority-{user}', 'main', True); doc={'username':user,'items':data.get('items') or data.get('priority') or [],'updated_by':a['account'],'updated_at':now()}; r=write_json(f'config/model_priority/{user}.json', doc); c=commit([r], data.get('message') or f'chore(chatgpt): update model priority {user}'); audit(a['account'],'model-priority',user,doc); self.sendj({'status':'updated','branch':b,'priority':doc,'commit':c})
+    def nl(self,data):
+        a=self.need('nl:plan');
+        if not a: return
+        text=data.get('text',''); low=text.lower(); intent='unknown'; plan=[]
+        if 'rollback' in low or '回滚' in text: intent='rollback_request'; plan=['commit rollback request','wait owner/admin approval']
+        elif 'diff' in low or '对比' in text: intent='diff'; plan=['call GET /api/diff']
+        elif 'model' in low or '模型' in text: intent='model_change'; plan=['use POST /api/model or PUT /api/model-priority','commit metadata']
+        elif 'patch' in low or '补丁' in text: intent='patch_create'; plan=['call POST /api/patch']
+        b=checkout(data.get('branch') or f'patch/nl-{uid("nl")}', 'main', True); doc={'id':uid('nl'),'text':text,'intent':intent,'action_plan':plan,'execute':False,'owner_approval_required':True,'created_by':a['account'],'created_at':now()}; r=write_json(f'patches/nl/{safe(doc["id"])}.json', doc); c=commit([r], f'chore(chatgpt): record nl plan {intent}'); self.sendj({'status':'planned','branch':b,'request':doc,'commit':c})
+    _EVOLUTION_HTML = '''<!DOCTYPE html>
+<html lang=zh-CN>
+<head>
+<meta charset=UTF-8>
+<meta name=viewport content="width=device-width,initial-scale=1.0">
+<title>AIOS Evolution Dashboard</title>
+<script src=https://cdn.jsdelivr.net/npm/vue@3/dist/vue.global.prod.js></script>
+<style>
+*{margin:0;padding:0;box-sizing:border-box}
+body{background:#0d1117;color:#c9d1d9;font-size:14px;line-height:1.7;font-family:-apple-system,BlinkMacSystemFont,Segoe UI,Helvetica,Arial,sans-serif}
+.c{max-width:1000px;margin:0 auto;padding:32px 24px}
+h1{font-size:24px;color:#58a6ff;margin-bottom:2px}
+.sub{color:#8b949e;font-size:13px;border-bottom:1px solid #21262d;padding-bottom:16px;margin-bottom:20px;display:flex;justify-content:space-between}
+.g{display:grid;grid-template-columns:repeat(auto-fill,minmax(160px,1fr));gap:16px;margin-bottom:20px}
+.s{background:#161b22;border:1px solid #21262d;border-radius:8px;padding:18px;text-align:center}
+.s .v{font-size:28px;font-weight:700;color:#f0f6fc}
+.s .l{font-size:11px;color:#8b949e;margin-top:4px}
+.bx{background:#161b22;border:1px solid #21262d;border-radius:8px;margin-bottom:14px}
+.bh{border-bottom:1px solid #21262d;padding:10px 16px;font-weight:600;font-size:14px;display:flex;gap:6px;align-items:center}
+.bd{padding:12px 16px}
+.rw{display:grid;grid-template-columns:1fr 1fr 100px 60px;gap:8px;padding:8px 16px;border-bottom:1px solid #21262d;font-size:13px;align-items:center;cursor:pointer;transition:background .15s}
+.rw:hover{background:#1c2128}.rw:last-child{border-bottom:none}
+.tg{display:inline-block;padding:2px 10px;border-radius:99px;font-size:11px;font-weight:600}
+.ok{background:#3fb95033;color:#3fb950}.fl{background:#da363333;color:#f85149}.if{background:#1f6feb33;color:#58a6ff}
+pre{background:#0d1117;padding:12px;border-radius:6px;overflow:auto;font-size:12px;color:#8b949e;max-height:300px;margin-top:8px}select{padding:8px 10px;border:1px solid #30363d;border-radius:6px;background:#21262d;color:#c9d1d9;font-size:13px;max-width:400px;width:100%;margin-bottom:4px;cursor:pointer}
+</style>
+</head>
+<body>
+<div id=app class=c>
+<h1>AIOS Evolution Dashboard</h1>
+<div class=sub><span>Baseline: {{baseline}}</span><span style=color:#8b949e>{{refreshMsg}}</span></div>
+<div class=g><div class=s><div class=v>{{tot}}</div><div class=l>Commands</div></div><div class=s><div class=v style=color:#3fb950>{{sok}}</div><div class=l>Succeeded</div></div><div class=s><div class=v style=color:#f85149>{{sfail}}</div><div class=l>Failed</div></div><div class=s><div class=v>{{runs}}</div><div class=l>Executions</div></div></div>
+<div class=bx><div class=bh>Version Timeline</div><div class=bd><div class=rw style=font-weight:600;border-bottom:2px solid #30363d;cursor:default><span>Version</span><span>Time</span><span>Result</span></div><div v-for=v in vs class=rw @click=selVer(v)><span style=color:#58a6ff>{{v.tag}}</span><span>{{v.time||'-'}}</span><span :class="'tg '+v.result">{{v.result||'-'}}</span></div></div></div>
+<div class=bx><div class=bh>Commands</div><div class=bd><select v-model=cmd @change=loadCmd><option value>-- Select --</option><option v-for=c in cmds :value=c>{{c}}</option></select><pre v-if=cdet>{{cdet}}</pre></div></div>
+<div class=bx><div class=bh>Recent Agent Runs</div><div class=bd><div class=rw style=font-weight:600;border-bottom:2px solid #30363d;cursor:default><span>Agent</span><span>Command</span><span>Count</span><span>Result</span></div><div v-for=r in aruns class=rw><span>{{r.agent||'-'}}</span><span style=overflow:hidden;white-space:nowrap;text-overflow:ellipsis>{{r.command}}</span><span>{{r.interaction_count||0}}</span><span :class="'tg '+r.final_result">{{r.final_result||'-'}}</span></div></div></div></div>
+<script>
+const{createApp,ref,onMounted}=Vue;createApp({setup(){const vs=ref([]),cmds=ref([]),ar=ref([]),cmd=ref(''),cdet=ref(null),tot=ref(0),sok=ref(0),sfail=ref(0),runs=ref(0),baseline=ref('V1R3C1'),refreshMsg=ref('')
+async function ld(){try{const r=await fetch('/admin/ai-evolution/api/data'),d=await r.json();baseline.value=d.baseline||'V1R3C1';vs.value=d.versions||[];cmds.value=d.commands||[];ar.value=d.agent_runs||[];tot.value=d.stats?.total||0;sok.value=d.stats?.success||0;sfail.value=d.stats?.failed||0;runs.value=d.stats?.agent_runs||0;refreshMsg.value='Last updated: '+new Date().toLocaleString()}catch(e){}}
+async function loadCmd(){if(!cmd.value){cdet.value=null;return}try{const r=await fetch('/admin/ai-evolution/api/data?command='+encodeURIComponent(cmd.value)),d=await r.json();cdet.value=JSON.stringify(d,null,2)}catch(e){cdet.value='Error'}}
+function selVer(v){cmd.value=v.tag||v.id||v.version;loadCmd()}
+onMounted(()=>{ld();setInterval(ld,30000)})
+return{vs,cmds,ar,cmd,cdet,tot,sok,sfail,runs,baseline,refreshMsg,loadCmd,selVer}})mount('#app')
+</script></body></html>'''
 
-async def handle_api(request):
-    path = request.path
-    if path in ('/admin/ai-evolution','/admin/ai-evolution/'):
-        # Serve the HTML page
-        html_path = APPDIR / 'static' / 'admin-ai-evolution.html'
-        if html_path.exists():
-            return web.Response(text=html_path.read_text(), content_type='text/html')
-        return web.Response(text='Dashboard not found', status=404)
-    if path == '/admin/ai-evolution/api/data':
-        result = subprocess.run(['git','tag','--list','V*'], capture_output=True, text=True, cwd=WS)
-        tags = result.stdout.strip().splitlines() if result.returncode == 0 else []
-        h = subprocess.run(['git','rev-parse','--short','HEAD'], capture_output=True, text=True, cwd=WS)
-        head = h.stdout.strip() if h.returncode == 0 else 'unknown'
-        b = subprocess.run(['git','rev-parse','--abbrev-ref','HEAD'], capture_output=True, text=True, cwd=WS)
-        branch = b.stdout.strip() if b.returncode == 0 else 'unknown'
-        return web.json_response({
-            'baseline': baselines(),
-            'versions': [{'tag':t,'name':p.name} for p in sorted((WS/'versions').glob('*')) for t in tags if p.name in t],
-            'commands': commands('active') + commands('running') + commands('completed'),
-            'agent_runs': agent_runs(),
-            'stats': {
-                'current': head,
-                'branch': branch,
-                'uptime': round(time.time()-start_time, 2),
-                'baseline': baselines().get('current_baseline','unknown'),
-            }
-        })
-    return web.json_response({'error':'not_found','path':path}, status=404)
+    def ai_evolution_page(self):
+        self.send_response(200)
+        self.send_header('Content-Type', 'text/html; charset=utf-8')
+        self.send_header('Content-Length', str(len(self._EVOLUTION_HTML)))
+        self.end_headers()
+        self.wfile.write(self._EVOLUTION_HTML.encode())
 
-app = web.Application()
-app.router.add_route('GET', '/admin/ai-evolution', handle_api)
-app.router.add_route('GET', '/admin/ai-evolution/', handle_api)
-app.router.add_route('GET', '/admin/ai-evolution/api/data', handle_api)
+    def ai_evolution_data(self):
+        q=urllib.parse.urlparse(self.path).query
+        params=urllib.parse.parse_qs(q)
+        cmd_filter=(params.get('command') or [None])[0]
+        bl=jload(WS/'baseline'/'current.json',{})
+        current_ver=bl.get('current_baseline','V1R3C1')
+        tags=sh(['tag','--list','V*'])['stdout'].splitlines() if WS.exists() else []
+        versions=[]
+        if (WS/'baseline'/'promotions').exists():
+            for p in sorted((WS/'baseline'/'promotions').glob('*.json')):
+                d=jload(p,{});v=d.get('version',p.stem)
+                versions.append({'tag':v,'time':d.get('promoted_at','-'),'result':'ok'})
+        for t in tags:
+            if not any(v['tag']==t for v in versions):
+                versions.append({'tag':t,'time':'-','result':'if'})
+        agent_runs=[];ard=WS/'audit'/'agent-runs'
+        if ard.exists():
+            for f in sorted(ard.glob('*.json'),reverse=True)[:50]:
+                d=jload(f,{});agent_runs.append(d) if isinstance(d,dict) else None
+        cmd_dirs=[WS/'agents/commands/active',WS/'agents/commands/running',WS/'agents/commands/completed',WS/'agents/commands/failed']
+        commands=[]
+        for d in cmd_dirs:
+            if d.exists():
+                for f in sorted(d.glob('*.md')):
+                    commands.append(f.name)
+        command_detail=None
+        if cmd_filter:
+            for d in cmd_dirs:
+                if d.exists():
+                    fp=d/cmd_filter
+                    if fp.exists():
+                        command_detail={'command':cmd_filter,'content':fp.read_text(encoding='utf-8')}
+                        break
+            if not command_detail:
+                command_detail={'command':cmd_filter,'error':'not_found'}
+            return self.sendj(command_detail)
+        completed=list((WS/'agents/commands/completed').glob('*.md')) if (WS/'agents/commands/completed').exists() else []
+        failed=list((WS/'agents/commands/failed').glob('*.md')) if (WS/'agents/commands/failed').exists() else []
+        stats={'total':len(commands),'success':len(completed),'failed':len(failed),'agent_runs':len(agent_runs)}
+        data={'baseline':current_ver,'versions':versions[-30:],'agent_runs':agent_runs,'commands':sorted(set(commands)),'stats':stats}
+        self.sendj(data)
 
-if __name__ == '__main__':
-    web.run_app(app, host='127.0.0.1', port=18890)
+
+def api_spec():
+    return {'version':'V1R1C0-chatgpt-actions','openapi':'/api/openapi.yaml','read':['GET /api/base','GET /api/ver','GET /api/diff','GET /api/patch','GET /api/model','GET /api/run','GET /admin/ai-evolution'],'write':['POST /api/branch','POST /api/file','POST /api/commit','POST /api/patch','POST /api/tag','POST /api/rollback','POST /api/model','PUT /api/model-priority','POST /api/nl'],'policy':{'bearer_required_for_write':True,'direct_main_push':False,'delete_tag':False,'owner_approval_required_for_v_level':True,'api_keys_in_git':False,'git_secret_field':'secret_ref','online_git_sync':True}}
+
+def main():
+    print(f'AIOS ChatGPT GitOps adapter listening on {HOST}:{PORT}')
+    ThreadingHTTPServer((HOST,PORT), H).serve_forever()
+if __name__ == '__main__': main()

agents/commands/active/CMD-20260708-fix-git-actions-write-and-enable-audit-plane.md

@@ -1,36 +0,0 @@
-# CMD-20260708-fix-git-actions-write-and-enable-audit-plane
-
-## Command ID
-CMD-20260708-fix-git-actions-write-and-enable-audit-plane
-
-## Priority
-P0
-
-## Mode
-autonomous
-
-## Target
-Primary: OpenClaw
-Supporting: Hermes
-Review: Codex
-
-## Objective
-解决当前 AIOS Git Actions 写权限问题，恢复 ChatGPT Actions → AIOS GitOps API → Git Commit 链路，
-同时建立 Agent 全生命周期审计体系。
-
-## Status
-- Part 1 (Fix Git Actions Write Permission): ✅ COMPLETE
-- Part 2 (Agent Command Plane Structure): ✅ COMPLETE
-- Part 3 (Agent Execution Audit): ✅ COMPLETE
-- Part 4 (Conversation Trace): 🚧 IN PROGRESS
-- Part 5 (Version Association): ⏳ PENDING
-- Part 6 (Web UI Integration): ⏳ PENDING
-- Part 7 (Evidence): ⏳ PENDING
-- Part 8 (Regression Test): ⏳ PENDING
-
-## Completion Criteria
-1. Code committed: agents/, audit/, evidence/, web-ui/
-2. Doc: docs/architecture/AIOS_AGENT_AUDIT_PLANE.md
-3. Report: evidence/CMD-20260708.../final-report.md
-4. Output: AIOS_AGENT_AUDIT_PLANE_READY, AIOS_GIT_ACTION_WRITE_READY
-5. Next command created: CMD-20260709-autonomous-controller-enable

agents/commands/running/CMD-20260708-fix-git-actions-write-and-enable-audit-plane.md

@@ -1,36 +0,0 @@
-# CMD-20260708-fix-git-actions-write-and-enable-audit-plane
-
-## Command ID
-CMD-20260708-fix-git-actions-write-and-enable-audit-plane
-
-## Priority
-P0
-
-## Mode
-autonomous
-
-## Target
-Primary: OpenClaw
-Supporting: Hermes
-Review: Codex
-
-## Objective
-解决当前 AIOS Git Actions 写权限问题，恢复 ChatGPT Actions → AIOS GitOps API → Git Commit 链路，
-同时建立 Agent 全生命周期审计体系。
-
-## Status
-- Part 1 (Fix Git Actions Write Permission): ✅ COMPLETE
-- Part 2 (Agent Command Plane Structure): ✅ COMPLETE
-- Part 3 (Agent Execution Audit): ✅ COMPLETE
-- Part 4 (Conversation Trace): 🚧 IN PROGRESS
-- Part 5 (Version Association): ⏳ PENDING
-- Part 6 (Web UI Integration): ⏳ PENDING
-- Part 7 (Evidence): ⏳ PENDING
-- Part 8 (Regression Test): ⏳ PENDING
-
-## Completion Criteria
-1. Code committed: agents/, audit/, evidence/, web-ui/
-2. Doc: docs/architecture/AIOS_AGENT_AUDIT_PLANE.md
-3. Report: evidence/CMD-20260708.../final-report.md
-4. Output: AIOS_AGENT_AUDIT_PLANE_READY, AIOS_GIT_ACTION_WRITE_READY
-5. Next command created: CMD-20260709-autonomous-controller-enable

agents/commands/running/CMD-20260709-enable-autonomous-controller.md

@@ -1,35 +0,0 @@
-# CMD-20260709-enable-autonomous-controller
-
-## Command ID
-CMD-20260709-enable-autonomous-controller
-
-## Priority
-P0
-
-## Mode
-autonomous
-
-## Target
-Primary: OpenClaw
-Supporting: Hermes
-Review: Codex
-
-## Objective
-Enable autonomous controller for AIOS GitOps:
-- Auto-detect issues
-- Auto-diagnose
-- Auto-generate fixes
-- Auto-test
-- Auto-create patches
-- Auto-request approval
-
-## Preconditions
-- Agent Command Plane initialized (CMD-BOOTSTRAP-001)
-- Git Actions write permission fixed (CMD-20260708)
-- Audit plane enabled (CMD-20260708)
-- Notification service enabled (CMD-20260708)
-
-## Completion Criteria
-- Autonomous controller service running
-- Can detect, diagnose, fix, and report
-- Pipeline: detect → diagnose → fix → test → patch → approve → commit → notify

agents/state/watcher-state.json

@@ -2,8 +2,8 @@
   "processed": {
     "CMD-20260708-fix-git-actions-write-and-enable-audit-plane.md": {
       "hash": "9442e78e3deb35e03227016b2265d34feb4640f8efdcb07baffe06d52ef947c8",
-      "status": "discovered",
-      "discovered_at": "2026-07-08T19:01:32+0800"
+      "status": "running",
+      "discovered_at": "2026-07-09T00:12:52+0800"
     },
     "CMD-20260709-enable-autonomous-controller.md": {
       "hash": "2825811706389130b2f531a2d3814b800b1181598f871b496e5a05fa13adbbec",
@@ -11,5 +11,5 @@
       "discovered_at": "2026-07-08T19:01:45+0800"
     }
   },
-  "last_scan": "2026-07-08T21:06:45+0800"
+  "last_scan": "2026-07-09T10:42:52+0800"
 }

audit/agent-runs/openclaw-1783527172.json

@@ -0,0 +1,16 @@
+{
+  "agent_run_id": "openclaw-1783527172",
+  "command": "CMD-20260708-fix-git-actions-write-and-enable-audit-plane.md",
+  "agent": "openclaw",
+  "version": "V1R3C1",
+  "objective": "Command: CMD-20260708-fix-git-actions-write-and-enable-audit-plane.md",
+  "start_time": "2026-07-09T00:12:52+0800",
+  "end_time": null,
+  "interaction_count": 0,
+  "tool_call_count": 0,
+  "changed_files": [],
+  "commit_sha": null,
+  "test_result": null,
+  "final_result": "running",
+  "evidence_path": "evidence/CMD-20260708-fix-git-actions-write-and-enable-audit-plane/"
+}

config/agent-context-isolation-policy.yaml

@@ -0,0 +1,30 @@
+agent_context_isolation:
+  enabled: true
+  architecture:
+    shared_kernel: true
+    group_main_agent: true
+    owner_dedicated_agent: true
+    user_dedicated_agent: false
+  layers:
+    - system_policy
+    - agent_default
+    - group_policy
+    - role_policy
+    - user_profile
+    - session_context
+  priority:
+    session_context: 70
+    user_profile: 50
+    group_policy: 30
+    agent_default: 10
+    safety_policy: immutable
+  forbidden:
+    - user_preferences_in_USER_md
+    - cross_user_profile_access
+    - shared_personalization_state
+  audit:
+    enabled: true
+    events:
+      - context_loaded
+      - profile_updated
+      - agent_selected

config/agent-observability-policy.yaml

@@ -0,0 +1,26 @@
+agent_observability:
+  enabled: true
+  tracked_agents:
+    - openclaw
+    - hermes
+    - codex
+    - sub_agents
+  metrics:
+    - execution_duration
+    - input_tokens
+    - output_tokens
+    - total_tokens
+    - loop_type
+    - delegation_tree
+  loop_types:
+    - openclaw_independent
+    - hermes_orchestrated
+  visibility:
+    user: own_sessions_only
+    group_admin: group_sessions
+    owner: global_audit
+  privacy:
+    token_details_visible: permission_based
+    cross_user_execution_visibility: false
+  audit:
+    enabled: true

ops/openclaw/CMD-20260709-complete-agent-observability-loop.md

@@ -0,0 +1,45 @@
+# CMD-20260709-complete-agent-observability-loop
+
+## Goal
+
+Complete the OpenClaw/Hermes/sub-agent observability closed loop.
+
+## Deploy
+
+1. Deploy agent observability store.
+2. Connect execution hooks:
+   - OpenClaw start/end
+   - Hermes delegation
+   - child agent execution
+   - completion/failure
+3. Enable API:
+   - recordAgentExecution
+   - getAgentObservabilityOverview
+4. Enable Web UI:
+   - /admin/ai-evolution/agents
+5. Enforce permission views:
+   - user: own execution
+   - group_admin: group execution
+   - owner: global audit
+
+## Required metrics
+
+- independent OpenClaw loops
+- Hermes orchestrated loops
+- child agent tree
+- duration
+- token usage when available
+- failure rate
+
+## Validation signals
+
+- AIOS_AGENT_OBSERVABILITY_READY
+- AIOS_AGENT_ROUTING_VISUAL_READY
+- AIOS_AGENT_COST_METRICS_READY
+- AIOS_AGENT_OBSERVABILITY_CLOSED_LOOP_READY
+
+## Governance
+
+- Do not expose cross-user data.
+- Token details require permission.
+- All records are audited.

ops/openclaw/CMD-20260709-enable-agent-observability-dashboard.md

@@ -0,0 +1,34 @@
+# CMD-20260709-enable-agent-observability-dashboard
+
+## Goal
+
+Expose OpenClaw/Hermes/sub-agent scheduling and resource metrics in Web UI.
+
+## Deploy
+
+1. Deploy agent observability collector.
+2. Capture execution records:
+   - entry agent
+   - delegation path
+   - Hermes usage
+   - child agents
+   - duration
+   - token usage when adapter provides it
+3. Enable dashboard:
+   - /admin/ai-evolution/agents
+4. Apply permission visibility:
+   - user: own sessions
+   - group_admin: group sessions
+   - owner: global audit
+
+## Validation signals
+
+- AIOS_AGENT_OBSERVABILITY_READY
+- AIOS_AGENT_ROUTING_VISUAL_READY
+- AIOS_AGENT_COST_METRICS_READY
+
+## Governance
+
+- No cross-user visibility.
+- Token details are permission controlled.
+- All execution records are audited.

ops/openclaw/CMD-20260709-enable-group-owner-agent-isolation.md

@@ -0,0 +1,32 @@
+# CMD-20260709-enable-group-owner-agent-isolation
+
+## Goal
+
+Deploy multi-user agent context isolation:
+
+- group main agent per group/tenant
+- dedicated owner agent per owner
+- user profile and session overlays
+- no user personalization in shared USER.md
+
+## Deploy
+
+1. Deploy context resolver.
+2. Enable group agent routing.
+3. Enable owner agent routing.
+4. Create runtime user profile storage.
+5. Migrate user-specific preferences out of shared USER.md.
+6. Enable context audit events.
+
+## Validation
+
+- AIOS_USER_PROFILE_ISOLATION_READY
+- AIOS_GROUP_AGENT_ROUTING_READY
+- AIOS_OWNER_AGENT_READY
+- AIOS_CONTEXT_AUDIT_READY
+
+## Governance
+
+- Safety policy overrides all user customization.
+- No cross-user profile access.
+- No personal profile data in shared Git configuration.

ops/openclaw/CMD-20260709-fix-openapi-workspace-permission.md

@@ -0,0 +1,77 @@
+# CMD-20260709-fix-openapi-workspace-permission
+
+## Goal
+
+Fix Git workspace permission issue that blocks writing OpenAPI files.
+
+## Symptom
+
+ChatGPT Actions failed to write:
+
+```text
+openapi/agent-context-isolation.yaml
+```
+
+Error:
+
+```text
+Permission denied: /data/aios-gitops/workspace/openapi/agent-context-isolation.yaml
+```
+
+## Execute
+
+1. Inspect permissions:
+
+```bash
+ls -ld /data/aios-gitops/workspace/openapi
+ls -la /data/aios-gitops/workspace/openapi | head
+stat /data/aios-gitops/workspace/openapi
+ps aux | grep -E 'aios-gitops|model-api|actions' | grep -v grep
+```
+
+2. Identify runtime write user for Actions API.
+
+3. Fix ownership/permissions with least privilege. Expected owner should match the GitOps runtime write user, likely `aiman` or the service user.
+
+Example only after confirming user/group:
+
+```bash
+sudo chown -R <runtime_user>:<runtime_group> /data/aios-gitops/workspace/openapi
+sudo chmod -R u+rwX,g+rwX /data/aios-gitops/workspace/openapi
+```
+
+4. Do not make the directory world-writable unless explicitly approved.
+
+5. Retry creating:
+
+```text
+openapi/agent-context-isolation.yaml
+```
+
+6. Commit through GitOps patch branch only:
+
+```text
+patch/group-owner-agent-context-isolation
+```
+
+## Validation
+
+- OpenAPI file write succeeds.
+- Git commit succeeds.
+- No direct main push.
+- No secret written.
+- Permission repair is recorded in audit.
+
+Expected signal:
+
+```text
+AIOS_OPENAPI_WORKSPACE_PERMISSION_READY
+```
+
+## Forbidden
+
+- Do not push main.
+- Do not create tag.
+- Do not chmod 777 unless owner explicitly approves.
+- Do not write secrets.
+- Do not change unrelated directories.

ops/openclaw/CMD-20260709-wire-agent-observability-hooks.md

@@ -0,0 +1,35 @@
+# CMD-20260709-wire-agent-observability-hooks
+
+## Goal
+
+Connect real OpenClaw/Hermes/Codex execution lifecycle into Agent Observability.
+
+## Deploy
+
+1. Hook agent start/end lifecycle.
+2. Emit events:
+   - agent_started
+   - agent_delegated
+   - token_consumed
+   - agent_completed
+   - agent_failed
+3. Persist execution metrics.
+4. Enable Web UI agent dashboard.
+
+## Validation
+
+- AIOS_AGENT_OBSERVABILITY_READY
+- AIOS_AGENT_ROUTING_VISUAL_READY
+- AIOS_AGENT_COST_METRICS_READY
+- AIOS_AGENT_OBSERVABILITY_CLOSED_LOOP_READY
+
+## Notes
+
+Token usage depends on model adapter instrumentation. If unavailable, record null
+rather than guessing.
+
+## Governance
+
+- Respect user/group/owner visibility.
+- Do not expose cross-user execution details.
+- Keep audit records.

patches/patch_agent-observability-webui.branch.json

@@ -0,0 +1,9 @@
+{
+  "type": "branch",
+  "branch": "patch/agent-observability-webui",
+  "base": "main",
+  "created_by": "chatgpt-gitops-bot",
+  "created_at": "2026-07-09T02:02:20Z",
+  "direct_main_push": false,
+  "owner_approval_required": true
+}

tests/test_agent_observability_loop.py

@@ -0,0 +1,16 @@
+from active_runtime.app.agent_observability_hooks import AgentObservabilityHooks
+
+
+def test_agent_observability_closed_loop():
+    hooks = AgentObservabilityHooks()
+    started = hooks.start("user1", "group1", "openclaw")
+    execution_id = started["execution_id"]
+    hooks.delegate(execution_id, "hermes")
+    hooks.delegate(execution_id, "codex")
+    hooks.tokens(execution_id, 100, 200)
+    result = hooks.finish(execution_id)
+
+    record = result["record"]
+    assert record["used_hermes"] is True
+    assert "codex" in record["path"]
+    assert record["total_tokens"] == 300

versions/V1R4C1.json

@@ -0,0 +1,53 @@
+{
+    "version": "V1R4C1",
+    "tag": "V1R4C1",
+    "previous_version": "V1R3C1",
+    "rollback_version": "V1R3C1",
+    "baseline": "V1R3C1",
+    "release_reason": "Promote group-owner-agent-context-isolation with Agent Observability and Agent Event Bus unified platform",
+    "purpose": "Deploy complete agent observability, context isolation, and unified event bus pipeline",
+    "changes": [
+        "Group-owner-agent-context-isolation: resolver, RBAC, API, audit, dashboard",
+        "Agent observability: Hermes model, Web UI dashboard, policy, store, API, runtime hooks, event bus bridge, closed loop tests",
+        "Agent Event Bus unified: admin dashboard, configuration, API adapters, openapi operation ids",
+        "AI evolution dashboard API endpoint",
+        "Agent Command Plane and Audit Plane (V1R3C1 baseline)",
+        "OpenAPI workspace permission fix",
+        "ChatGPT Actions API internals refactored with ActionMonitor"
+    ],
+    "artifacts": [
+        "active-runtime/app/agent_context_resolver.py",
+        "active-runtime/app/agent_context_rbac.py",
+        "active-runtime/app/agent_context_api.py",
+        "active-runtime/app/agent_context_audit.py",
+        "active-runtime/app/agent_context_dashboard.py",
+        "active-runtime/app/aios_chatgpt_actions_api.py",
+        "config/agent-context-isolation-policy.yaml",
+        "active-runtime/app/agent_observability_model.py",
+        "active-runtime/app/agent_observability_dashboard.py",
+        "active-runtime/app/agent_observability_policy.py",
+        "active-runtime/app/agent_observability_store.py",
+        "active-runtime/app/agent_observability_api.py",
+        "active-runtime/app/agent_observability_hooks.py",
+        "active-runtime/app/agent_event_bus_bridge.py",
+        "active-runtime/app/agent_event_bus_dashboard.py",
+        "active-runtime/app/agent_event_bus_config.py",
+        "active-runtime/app/agent_event_bus_api.py",
+        "tests/test_agent_observability_loop.py"
+    ],
+    "validated_actions": [
+        "getRuntimeStatus",
+        "getBaseline",
+        "listVersions",
+        "listPatches",
+        "getDiff",
+        "createBranch",
+        "createPatch",
+        "commitFile"
+    ],
+    "secret_plaintext_written": false,
+    "owner_approval_required": true,
+    "owner_notification_channels": ["wechat", "web_ui_audit"],
+    "created_at": "2026-07-09T10:57:00+08:00",
+    "author": "openclaw"
+}