diff --git a/api/openapi.yaml b/api/openapi.yaml
index 8579734..b841975 100644
--- a/api/openapi.yaml
+++ b/api/openapi.yaml
@@ -1914,6 +1914,21 @@ components:
         updated_at:
           type: string
           format: date-time
+        health:
+          type: string
+          description: last observed health, when the entity is monitored
+          nullable: true
+          enum:
+          - healthy
+          - degraded
+          - down
+          - unknown
+          - stale
+        last_check_at:
+          type: string
+          format: date-time
+          nullable: true
+          description: when health was last observed
     EntityCreate:
       type: object
       required:
@@ -2020,6 +2035,7 @@ components:
             - degraded
             - down
             - unknown
+            - stale
     EntityType:
       type: object
       required:
@@ -3031,6 +3047,9 @@ components:
               type: integer
             unknown:
               type: integer
+            stale:
+              type: integer
+              description: last observation older than the check's expected cadence
         entities:
           type: array
           items:
@@ -3051,6 +3070,7 @@ components:
                 - degraded
                 - down
                 - unknown
+                - stale
               trend:
                 type: string
                 enum:
@@ -3100,6 +3120,9 @@ components:
               type: integer
             unknown:
               type: integer
+            stale:
+              type: integer
+              description: last observation older than the check's expected cadence
         signals_by_severity:
           type: object
           description: open (non-resolved) signal counts keyed by severity
diff --git a/cmd/nomos/agent.go b/cmd/nomos/agent.go
index b786675..fde5502 100644
--- a/cmd/nomos/agent.go
+++ b/cmd/nomos/agent.go
@@ -108,11 +108,16 @@ func (a *agent) chat(ctx context.Context, sessionID, message string, emit func(a
 	// Rebuild conversation context from persisted history so sessions are
 	// multi-turn. The current user turn is saved by the HTTP handler before
 	// this runs, so it is already included in the history for real sessions.
-	// Intermediate tool_use/tool_result pairs are not replayed (their ids
-	// must match exactly or the API rejects them); prior final answers carry
-	// the salient context. Ephemeral sessions (no store) fall back to the
-	// single incoming message.
-	messages := []openai.ChatCompletionMessageParamUnion{openai.SystemMessage(a.system)}
+	// Prior tool_use/tool_result pairs are replayed as a tool-calling
+	// assistant message followed by matching tool-role results, so the agent
+	// starts each turn already knowing what it already checked instead of
+	// re-querying the same tools from scratch. Ephemeral sessions (no store)
+	// fall back to the single incoming message.
+	system := a.system
+	if snapshot := a.fleetSnapshot(); snapshot != "" {
+		system += "\n\n" + snapshot
+	}
+	messages := []openai.ChatCompletionMessageParamUnion{openai.SystemMessage(system)}
 	history, _ := a.store.getMessages(ctx, sessionID)
 	for _, m := range history {
 		text := extractText(m.Content)
@@ -120,6 +125,12 @@ func (a *agent) chat(ctx context.Context, sessionID, message string, emit func(a
 		case "user":
 			messages = append(messages, openai.UserMessage(text))
 		case "assistant":
+			if calls := extractToolCalls(m.Content); len(calls) > 0 {
+				messages = append(messages, assistantToolCallMessage(calls))
+				for _, c := range calls {
+					messages = append(messages, openai.ToolMessage(c.resultText(), c.id))
+				}
+			}
 			if text != "" {
 				messages = append(messages, openai.AssistantMessage(text))
 			}
@@ -243,6 +254,140 @@ func extractText(content json.RawMessage) string {
 	return m.Text
 }
 
+// persistedCall is one merged tool_use+tool_result pair from a persisted
+// assistant message's tool_calls array. The store keeps them as two entries
+// sharing the same id (mirroring the SSE event pair); replay needs one
+// entry per id to build a valid tool-calling assistant message.
+type persistedCall struct {
+	id     string
+	name   string
+	args   json.RawMessage
+	result json.RawMessage
+	errMsg string
+}
+
+func (c persistedCall) resultText() string {
+	if c.errMsg != "" {
+		return c.errMsg
+	}
+	if len(c.result) > 0 {
+		return string(c.result)
+	}
+	return "null"
+}
+
+// extractToolCalls parses and merges a persisted message's tool_calls array,
+// preserving first-seen order across ids.
+func extractToolCalls(content json.RawMessage) []persistedCall {
+	var m struct {
+		ToolCalls []struct {
+			ID     string          `json:"id"`
+			Type   string          `json:"type"`
+			Name   string          `json:"name"`
+			Args   json.RawMessage `json:"args"`
+			Result json.RawMessage `json:"result"`
+			Error  string          `json:"error"`
+		} `json:"tool_calls"`
+	}
+	if err := json.Unmarshal(content, &m); err != nil || len(m.ToolCalls) == 0 {
+		return nil
+	}
+
+	byID := make(map[string]*persistedCall, len(m.ToolCalls))
+	var order []string
+	for _, tc := range m.ToolCalls {
+		if tc.ID == "" {
+			continue
+		}
+		pc, ok := byID[tc.ID]
+		if !ok {
+			pc = &persistedCall{id: tc.ID}
+			byID[tc.ID] = pc
+			order = append(order, tc.ID)
+		}
+		if tc.Name != "" {
+			pc.name = tc.Name
+		}
+		if len(tc.Args) > 0 && string(tc.Args) != "null" {
+			pc.args = tc.Args
+		}
+		if tc.Type == "tool_result" {
+			pc.errMsg = tc.Error
+			pc.result = tc.Result
+		}
+	}
+
+	calls := make([]persistedCall, 0, len(order))
+	for _, id := range order {
+		calls = append(calls, *byID[id])
+	}
+	return calls
+}
+
+// assistantToolCallMessage builds the tool-calling assistant message that
+// must precede the tool-role results being replayed.
+func assistantToolCallMessage(calls []persistedCall) openai.ChatCompletionMessageParamUnion {
+	toolCalls := make([]openai.ChatCompletionMessageToolCallParam, 0, len(calls))
+	for _, c := range calls {
+		args := string(c.args)
+		if args == "" {
+			args = "{}"
+		}
+		toolCalls = append(toolCalls, openai.ChatCompletionMessageToolCallParam{
+			ID: c.id,
+			Function: openai.ChatCompletionMessageToolCallFunctionParam{
+				Name:      c.name,
+				Arguments: args,
+			},
+		})
+	}
+	return openai.ChatCompletionMessageParamUnion{
+		OfAssistant: &openai.ChatCompletionAssistantMessageParam{ToolCalls: toolCalls},
+	}
+}
+
+// fleetSnapshot returns a compact, current-as-of-now fleet health line for
+// the system prompt so the agent starts each turn already oriented instead
+// of spending its first iteration rediscovering topology it already has
+// tools to query. Best-effort: an empty string on any failure just means no
+// snapshot, not an error for the turn.
+func (a *agent) fleetSnapshot() string {
+	result, err := a.client.callTool("get_health_summary", map[string]any{})
+	if err != nil {
+		return ""
+	}
+	rows, ok := result.([]any)
+	if !ok {
+		return ""
+	}
+
+	counts := map[string]int{}
+	var attention []string
+	for _, r := range rows {
+		row, ok := r.(map[string]any)
+		if !ok {
+			continue
+		}
+		health, _ := row["health"].(string)
+		counts[health]++
+		if health != "healthy" && health != "" {
+			if slug, ok := row["slug"].(string); ok && len(attention) < 10 {
+				attention = append(attention, fmt.Sprintf("%s(%s)", slug, health))
+			}
+		}
+	}
+	if len(counts) == 0 {
+		return ""
+	}
+
+	summary := fmt.Sprintf("Current fleet snapshot (as of now): healthy=%d degraded=%d down=%d stale=%d unknown=%d.",
+		counts["healthy"], counts["degraded"], counts["down"], counts["stale"], counts["unknown"])
+	if len(attention) > 0 {
+		summary += " Needs attention: " + fmt.Sprintf("%v", attention) + "."
+	}
+	return summary
+}
+
 func (a *agent) buildTools() ([]openai.ChatCompletionToolParam, error) {
 	defs, err := a.client.listToolsFull()
 	if err != nil {
diff --git a/internal/httpapi/dashboard.go b/internal/httpapi/dashboard.go
index e284705..65ac5ea 100644
--- a/internal/httpapi/dashboard.go
+++ b/internal/httpapi/dashboard.go
@@ -54,10 +54,17 @@ func (s *Server) GetDashboardSummary(ctx context.Context, req gen.GetDashboardSu
 		return nil, err
 	}
 
-	rows, err = s.pool.Query(ctx, `SELECT health, count(*) FROM entity_status GROUP BY health`)
+	// Exclude 'check' entities (internal probes) — only entities actually
+	// being monitored should count toward the fleet health rollup.
+	rows, err = s.pool.Query(ctx, `
+		SELECT st.health, count(*)
+		FROM entity_status st JOIN entities e ON e.id = st.entity_id
+		WHERE e.type <> 'check'
+		GROUP BY st.health`)
 	if err != nil {
 		return nil, err
 	}
+	stale := 0
 	for rows.Next() {
 		var health string
 		var n int
@@ -72,6 +79,8 @@ func (s *Server) GetDashboardSummary(ctx context.Context, req gen.GetDashboardSu
 			resp.Health.Degraded = n
 		case "down":
 			resp.Health.Down = n
+		case "stale":
+			stale = n
 		default:
 			resp.Health.Unknown = n
 		}
@@ -80,6 +89,9 @@ func (s *Server) GetDashboardSummary(ctx context.Context, req gen.GetDashboardSu
 	if err := rows.Err(); err != nil {
 		return nil, err
 	}
+	if stale > 0 {
+		resp.Health.Stale = &stale
+	}
 
 	rows, err = s.pool.Query(ctx, `
 		SELECT severity, count(*) FROM signals
diff --git a/internal/httpapi/gen/api.gen.go b/internal/httpapi/gen/api.gen.go
index c2450c6..90f7d95 100644
--- a/internal/httpapi/gen/api.gen.go
+++ b/internal/httpapi/gen/api.gen.go
@@ -104,6 +104,15 @@ const (
 	ClassificationRouteHold     ClassificationRoute = "hold"
 )
 
+// Defines values for EntityHealth.
+const (
+	EntityHealthDegraded EntityHealth = "degraded"
+	EntityHealthDown     EntityHealth = "down"
+	EntityHealthHealthy  EntityHealth = "healthy"
+	EntityHealthStale    EntityHealth = "stale"
+	EntityHealthUnknown  EntityHealth = "unknown"
+)
+
 // Defines values for EntityTypeLayer.
 const (
 	EntityTypeLayerCognition      EntityTypeLayer = "cognition"
@@ -160,6 +169,7 @@ const (
 	GraphViewHealthDegraded GraphViewHealth = "degraded"
 	GraphViewHealthDown     GraphViewHealth = "down"
 	GraphViewHealthHealthy  GraphViewHealth = "healthy"
+	GraphViewHealthStale    GraphViewHealth = "stale"
 	GraphViewHealthUnknown  GraphViewHealth = "unknown"
 )
 
@@ -168,6 +178,7 @@ const (
 	HealthSummaryEntitiesHealthDegraded HealthSummaryEntitiesHealth = "degraded"
 	HealthSummaryEntitiesHealthDown     HealthSummaryEntitiesHealth = "down"
 	HealthSummaryEntitiesHealthHealthy  HealthSummaryEntitiesHealth = "healthy"
+	HealthSummaryEntitiesHealthStale    HealthSummaryEntitiesHealth = "stale"
 	HealthSummaryEntitiesHealthUnknown  HealthSummaryEntitiesHealth = "unknown"
 )
 
@@ -262,10 +273,10 @@ const (
 
 // Defines values for TrendDirection.
 const (
-	TrendDirectionDegrading TrendDirection = "degrading"
-	TrendDirectionImproving TrendDirection = "improving"
-	TrendDirectionStable    TrendDirection = "stable"
-	TrendDirectionUnknown   TrendDirection = "unknown"
+	Degrading TrendDirection = "degrading"
+	Improving TrendDirection = "improving"
+	Stable    TrendDirection = "stable"
+	Unknown   TrendDirection = "unknown"
 )
 
 // Defines values for ListApprovalsParamsStatus.
@@ -557,7 +568,10 @@ type DashboardSummary struct {
 		Degraded int `json:"degraded"`
 		Down     int `json:"down"`
 		Healthy  int `json:"healthy"`
-		Unknown  int `json:"unknown"`
+
+		// Stale last observation older than the check's expected cadence
+		Stale   *int `json:"stale,omitempty"`
+		Unknown int  `json:"unknown"`
 	} `json:"health"`
 
 	// SignalsBySeverity open (non-resolved) signal counts keyed by severity
@@ -596,18 +610,27 @@ type EnrollResponse struct {
 
 // Entity defines model for Entity.
 type Entity struct {
-	Attributes       *map[string]interface{} `json:"attributes,omitempty"`
-	CreatedAt        time.Time               `json:"created_at"`
-	Id               openapi_types.UUID      `json:"id"`
-	MaintenanceUntil *time.Time              `json:"maintenance_until"`
-	Name             string                  `json:"name"`
-	Slug             string                  `json:"slug"`
-	State            *string                 `json:"state"`
-	Type             string                  `json:"type"`
-	UpdatedAt        time.Time               `json:"updated_at"`
-	Version          int                     `json:"version"`
+	Attributes *map[string]interface{} `json:"attributes,omitempty"`
+	CreatedAt  time.Time               `json:"created_at"`
+
+	// Health last observed health, when the entity is monitored
+	Health *EntityHealth      `json:"health"`
+	Id     openapi_types.UUID `json:"id"`
+
+	// LastCheckAt when health was last observed
+	LastCheckAt      *time.Time `json:"last_check_at"`
+	MaintenanceUntil *time.Time `json:"maintenance_until"`
+	Name             string     `json:"name"`
+	Slug             string     `json:"slug"`
+	State            *string    `json:"state"`
+	Type             string     `json:"type"`
+	UpdatedAt        time.Time  `json:"updated_at"`
+	Version          int        `json:"version"`
 }
 
+// EntityHealth last observed health, when the entity is monitored
+type EntityHealth string
+
 // EntityCreate defines model for EntityCreate.
 type EntityCreate struct {
 	// Attributes Validated against the type's attribute_schema
@@ -765,7 +788,10 @@ type HealthSummary struct {
 		Degraded int `json:"degraded"`
 		Down     int `json:"down"`
 		Healthy  int `json:"healthy"`
-		Unknown  int `json:"unknown"`
+
+		// Stale last observation older than the check's expected cadence
+		Stale   *int `json:"stale,omitempty"`
+		Unknown int  `json:"unknown"`
 	} `json:"summary"`
 }
 
@@ -8182,173 +8208,175 @@ func (sh *strictHandler) GetTrends(w http.ResponseWriter, r *http.Request, entit
 // Base64 encoded, gzipped, json marshaled Swagger object
 var swaggerSpec = []string{
 
-	"H4sIAAAAAAAC/+x963IbudXgq6C4WxVq0hR9mUl25Nofiqyxndix1tLk29TIRYHdhyRGaKAHQFNiXK7K",
-	"r32ArTxhnuQrXLubRJPNiyzPVP7YkhqNBs45ODj386mX8rzgDJiSvZNPvRngDIT58fwKT/X/GchUkEIR",
-	"znonvQ8geSlSQHMQknCGJlygN5PBO6zSWS/pyXQGOdbvqUUBvZOeVIKwae/z589Jr8AC56DcB85KIblY",
-	"/cT7Av9SAkrNYzQRPEcYFQLmhJcSCZAFZxJ+JxGDezWyw3pJj+h3fylBLHpJj+Fcfzw8bF9W0jtniqjF",
-	"m2x1JT/++OYl4gJJWk5RH46nx+hmxqU6mZVjQeTNkf9sgdWs+irJeklPwC8lEZD1TpQoocsKLmkZAbh9",
-	"1ljCnTzJcTrICSM3Cbqh9+lJirNs0bYe/e6WK/pB8PyK6Lc/RQGrsdIA64SLHKveSS/DCgZKv5pE5n2T",
-	"QV5wBSxd/AUWq7s9owSYGkyBgcAKMnQLixdIQEHxQqI7omaEoWffzpAAVQqG1AwQF2RKGKaBNDwULDFX",
-	"i659fKC/Xl9/ju/fApuqWe/k6bP/FV36xNL4Koau8LQiU8IFenV+9QJ9+/QZ4iyck5zI3J2R+OKqM7QN",
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-	"bO/Rxwo/oD+/rivXaIf3kt4dFt5ILIjSUmvcBm4Ut7iJTXYXqELYRBD8rPp7LDCRkG3hrHf3d01ldkuM",
-	"klaIl9vKe1OLgd0cFuIU9q7j04ZXqfNbXINN7RnY+ECeo61jfDu7mgTOI9LS5S2hFNmnqL8qM9knjlkc",
-	"xSQmAdJw3P19TA/oI7KDazfjZsCuk9TFvtQTidV00aLNYE0b7bI2eNNZtAz70ed4sqj9bAdPMLGOf728",
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+	"XwiiORNh6Ma3l7sJUX+nVHIE9+avPsjFRvQITsEEoNlwLDvd+7+8/Ru6wws7Ruotxq4C55E4r6cdf5Xu",
+	"w+V2cF/ahVhx3BpW8N4T1M9tiVKXQR6cWIcQsj4EAqpTnyPtBfrX//v/VZqqTWzQf3JUu1WIbS3+sBq7",
+	"2SFSo6WHM/l2wsch7GIBxK5t3O+Q66C52xm1lz2hiYShbQn5IFnfZ2bqx0flWeh6eQBXu5kLYeQP12Ho",
+	"xYnqdRd2zC/WZ7NoTzA+N48vAbK9jTlLooMprMRtrFwTen87ffcW1VpvrdZoZYpTPt3lVXtHbv3ikrwR",
+	"FpDU9hEm7yKHaIiicakv+IMcrj4hAEk9sd6NtDWtUtdC4OUffaf/lx/QELmSQD4Sr5EqtpAK8k7EY+z5",
+	"605V08Rzk7J2qbAInth+3Q979ALxnChjTLubaYHBehD6toVRW/Sd4HwnoX6Ng+jZBgdRYmqUUlNo0Uqs",
+	"ne313WuTSrUwtZ0mXOS91bC8pU6hv3DCvB9k5P6mxbeCFyU1El5osXrs+j0mXTbhPhPfQ6jJuNw5oeuu",
+	"HjJ+vWopG+FI8xDNzdO9GfKyHFtK1ZQ7J7LElPzd1XIzPVDR75DpgbqDeV8zXtXjtI3zfqQA6rVH64OB",
+	"tNmuNQJWO+CAscVmY65Vrp/WmvVNRzdEWKa3wsU+ZrxQaHsoAYu0HdKX5nHozdnNYPFrb1kJ2M8K8BXo",
+	"9o3upIfzv70m6hCK+o8lpQOTP2LRaYu8BiRXXuq+FwFkglzHzwaLhle2oqFPwfvRISarTku/NXS+Ne1n",
+	"K8AfomIHpUFuk0OPM2Qb3SLFozGqXdEY52bTaDbq2erO1EYzskVpN3jn3rlBnU6Wzm62Dvd8KJl7EFEl",
+	"Lqf5lpmR+ANcKl6LP2g2ULUtPnZLuN7FifeYR2ujR+3heNFOiyQcqGaiIVaTkTewc6I8UO6u13Bd0Ws7",
+	"Nd9XutgBUeQYSUNx27wP0yApwhIhWK77hI120LGO3LU4ki3XutLSaRNlNSAS/XRji11IMKDuMDc88uRi",
+	"zMq13C19mdeW6/9WW22NRP2aulOnjZhZDAIC4ib9ekgtwtKlMI/yUjnFIBjeNefgQTCH3s2AoSrCdsUa",
+	"Xk+kubLa5VecTKNX+JgJNZbY1xboefbkWQc6tEbyeqXPvY22SiswagYVJRvFxubs1wi6O7027TVRih1+",
+	"0tdxrNRPRNpxKX5bCDqt4e2vschQBhSUKQDPuEKyLAouTBX3makL77rpSgT3RNp6BaEfSEjhtzEFL59H",
+	"WKMWer4bZ3yR8HO9tEcMQW/jiFrhoUfiiFrBooD1KlRyH05wVYnXByJc+EHbyN57FNfcMaKgW/zDbymS",
+	"wLfRf7w4gkAaB4oiKCpS8/RMwXWS2yyJ+LcPWrMt3ukESTwBtUBzTOfgjt7LV384OkanocC3Ps6LurSz",
+	"Iupcftd2WF+EXvRf/qRukmRrqeVfSywwU6ZRVbQjz2rPq6rhf63ZVa2zlfEjhTExtfZxyywHhvsab4mr",
+	"KiEJe0ZCfVdvHtAQVbBFw+omOerOa0t3h4uzCclvJYVuxf0/lBRk7yuoS68Xcsg0CbOvA9eZR6JsqmaV",
+	"e3WHgKqzoFw1GhSEr70wcrf+JHLNIW0RJzxRIFbzuv3J97xVH2uA+ivVyOpr3EYnexQ2v7DxD04balAJ",
+	"6mclpoOIM3stzXRg64eugroflTywdvJvSh6GIhx7H5IwXFzlOmPkqRtzCUoRNn3cs765lgMe92F3hyi4",
+	"bheJpJsT9W8JpQN5R1Q6SxCDOYiBr7lqKtoc7XAlxGXaD5hIE+foF0EkqtMLhQz1nz15hn5XhUIeo7f8",
+	"DkzxI6Js+oNbOrqZUj7G9FhPN8KpOkHXPT6ZXPdutAaLMxtTabc08oPQLbgsCn/tkDyHjGAFdKG//uTo",
+	"xFxNNbDYUpxmHnSHXXwMZuuLjpjTJkaeu50bejv6EaYXDRpt8ww9nNz6dfLIqcGmTdhRgthQ7UcUksPx",
+	"6GndV6dsnJAvGmT2/scfNUsEgtzv/BRE3g5MwO8GafkDkbdnbtxjphT7ZRxSUCbyFnkYHEheFvU5tzwa",
+	"NXoaycj2kKRgVd/lgr1ZI826W3KOaSm5bcDL2mSdvWeqheFtZcheIsXvYhVsa24mYIfpOXTOMi3V1Kfu",
+	"S1DSloEZKW51FxPJQiS6hcLeCDOT17g42qUsR5sade5aVlofWqQQzapfEPVnBAQW6WwxwHdYwNELlGKR",
+	"EYapbds34SKFrE2RWk9zX4ciVV/j4zi3mgUQvkj/iQZFuoilneq/+J4D6y6FSzemc0YgHCzTPPTUZhPe",
+	"S3p3zlSU9FJBFEmjvcYfJA++SyOg35KZ3+L8Ea38nugOVbk40PB2rXhqPGJTaHB6+yD5M6fprYN5HOvr",
+	"d25fPVy7ktO0itDEDng7dippQC8vrXRzcPC9KxXU4HcIJ4Re66hkitCuFeBbe0Qud8SvZt6jieOXpQgN",
+	"4EAKrsTK1dXbQxCFAMnp/GHo4oOd+8Ck0Y7mFWR+FchzUKjwl2NWYkoXu6JPq6obhAY7pFtrTGt+GZmo",
+	"0/947x/yWtdYecxb3VLFoS51Mxvqm5QqFRLrChD20dFuLn077UO7HywqvmJfe0EYg2zkoBqvibjqbteY",
+	"aPW1f33edccQX71v3dCkafBE9K8eKTu60WsUPnRTdTjN/+pHfn0H2M4HUtjT/vhyU3nbj6ktaPG2/TG0",
+	"Z96/SceTXZOfrszorY+if7dkDrPNA5KOA9shGB1YhjDDdCGJK19Iqc/hMJXJI4lU2yR0PGQyld4KpKUx",
+	"3eipx4AFiNNSzXonP3/UGLfd2O2HS0F7J70hLshw/tTQg9vPatsml9zv8s5DXoEpOWtK4dRt581t2LSa",
+	"lTgU23kNQuu3pOptRaSts0w4S3ybo1rhKNfLaHXO8+1SHdx8vMq++BS3e5gtuuJCfYtq4wNqdOeMLijU",
+	"oKh6K7hOjUnwUkrUzyAlGQxxqmrTQr1E06eWuEuztCB66fOsNkM431bfrztgkqVQoyQ4x6qpnBdldaKQ",
+	"IelIw+UJV7a6Wo7jp2jqlUxsxrL5bkZU4qoPJihk43tMNbgsBu6CC7X6nqvk8Pnj5/8OAAD//2XM3suJ",
+	"7gAA",
 }
 
 // GetSwagger returns the content of the embedded swagger specification file
diff --git a/internal/httpapi/impl.go b/internal/httpapi/impl.go
index b4e3c15..d96ed11 100644
--- a/internal/httpapi/impl.go
+++ b/internal/httpapi/impl.go
@@ -75,22 +75,31 @@ func (s *Server) resolveEntityID(ctx context.Context, idOrSlug string) (uuid.UUI
 	return id, err
 }
 
-// entityCols requires the entities table to be aliased as `e`.
+// entityCols requires the entities table to be aliased as `e`, with
+// entity_status left-joined and aliased as `st` (see withEntityStatus).
 const entityCols = `e.id, e.slug, e.type, e.name, e.state, e.attributes,
-                    e.maintenance_until, e.version, e.created_at, e.updated_at`
+                    e.maintenance_until, e.version, e.created_at, e.updated_at,
+                    st.health, st.last_check_at`
 
 func scanEntity(row pgx.Row) (gen.Entity, error) {
 	var e gen.Entity
 	var state *string
 	var attrsJSON []byte
 	var maint *time.Time
+	var health *string
+	var lastCheckAt *time.Time
 	err := row.Scan(&e.Id, &e.Slug, &e.Type, &e.Name, &state, &attrsJSON,
-		&maint, &e.Version, &e.CreatedAt, &e.UpdatedAt)
+		&maint, &e.Version, &e.CreatedAt, &e.UpdatedAt, &health, &lastCheckAt)
 	if err != nil {
 		return e, err
 	}
 	e.State = state
 	e.MaintenanceUntil = maint
+	if health != nil {
+		h := gen.EntityHealth(*health)
+		e.Health = &h
+	}
+	e.LastCheckAt = lastCheckAt
 	var attrs map[string]any
 	if len(attrsJSON) > 0 && json.Unmarshal(attrsJSON, &attrs) == nil && len(attrs) > 0 {
 		e.Attributes = &attrs
@@ -113,6 +122,7 @@ func (s *Server) ListEntities(ctx context.Context, req gen.ListEntitiesRequestOb
 		)
 		SELECT ` + entityCols + ` FROM entities e
 		JOIN entity_types et ON et.name = e.type
+		LEFT JOIN entity_status st ON st.entity_id = e.id
 		WHERE e.type IN (SELECT name FROM tt)
 		  AND ($2::text IS NULL OR e.state = $2)
 		  AND ($3::text IS NULL OR et.domain = $3)
@@ -159,7 +169,7 @@ func (s *Server) GetEntity(ctx context.Context, req gen.GetEntityRequestObject)
 		return nil, err
 	}
 	e, err := scanEntity(s.pool.QueryRow(ctx,
-		"SELECT "+entityCols+" FROM entities e WHERE e.id = $1", id))
+		"SELECT "+entityCols+" FROM entities e LEFT JOIN entity_status st ON st.entity_id = e.id WHERE e.id = $1", id))
 	if err != nil {
 		return nil, err
 	}
@@ -231,6 +241,7 @@ func (s *Server) GetBlastRadius(ctx context.Context, req gen.GetBlastRadiusReque
 		SELECT `+entityCols+`, b.depth
 		FROM blast_radius($1, $2) b
 		JOIN entities e ON e.id = b.entity_id
+		LEFT JOIN entity_status st ON st.entity_id = e.id
 		ORDER BY b.depth, e.slug`, id, depth)
 	if err != nil {
 		return nil, err
@@ -246,13 +257,20 @@ func (s *Server) GetBlastRadius(ctx context.Context, req gen.GetBlastRadiusReque
 		var state *string
 		var attrsJSON []byte
 		var maint *time.Time
+		var health *string
+		var lastCheckAt *time.Time
 		var d int
 		if err := rows.Scan(&e.Id, &e.Slug, &e.Type, &e.Name, &state, &attrsJSON,
-			&maint, &e.Version, &e.CreatedAt, &e.UpdatedAt, &d); err != nil {
+			&maint, &e.Version, &e.CreatedAt, &e.UpdatedAt, &health, &lastCheckAt, &d); err != nil {
 			return nil, err
 		}
 		e.State = state
 		e.MaintenanceUntil = maint
+		if health != nil {
+			h := gen.EntityHealth(*health)
+			e.Health = &h
+		}
+		e.LastCheckAt = lastCheckAt
 		var attrs map[string]any
 		if len(attrsJSON) > 0 && json.Unmarshal(attrsJSON, &attrs) == nil && len(attrs) > 0 {
 			e.Attributes = &attrs
@@ -283,10 +301,13 @@ func (s *Server) GetGraph(ctx context.Context, req gen.GetGraphRequestObject) (g
 		nodes, err = s.queryEntities(ctx, `
 			SELECT `+entityCols+`
 			FROM blast_radius($1, $2, $3) b JOIN entities e ON e.id = b.entity_id
+			LEFT JOIN entity_status st ON st.entity_id = e.id
 			ORDER BY e.slug`, rootID, depth, req.Params.RelType)
 	} else {
 		nodes, err = s.queryEntities(ctx, `
-			SELECT `+entityCols+` FROM entities e ORDER BY e.slug LIMIT $1`,
+			SELECT `+entityCols+` FROM entities e
+			LEFT JOIN entity_status st ON st.entity_id = e.id
+			ORDER BY e.slug LIMIT $1`,
 			graphNodeCap+1)
 		if err == nil && len(nodes) > graphNodeCap {
 			nodes = nodes[:graphNodeCap]
@@ -523,14 +544,18 @@ func (s *Server) GetFleetHealth(ctx context.Context, req gen.GetFleetHealthReque
 		Type        string                          `json:"type"`
 	}{}
 
+	// Exclude 'check' entities (internal probes) — only entities actually
+	// being monitored should count toward fleet health.
 	rows, err := s.pool.Query(ctx, `
 		SELECT e.slug, e.type, st.health, st.last_check_at
 		FROM entity_status st JOIN entities e ON e.id = st.entity_id
+		WHERE e.type <> 'check'
 		ORDER BY e.slug`)
 	if err != nil {
 		return nil, err
 	}
 	defer rows.Close()
+	stale := 0
 	for rows.Next() {
 		var slug, typ, health string
 		var lastCheck *time.Time
@@ -544,6 +569,8 @@ func (s *Server) GetFleetHealth(ctx context.Context, req gen.GetFleetHealthReque
 			resp.Summary.Degraded++
 		case "down":
 			resp.Summary.Down++
+		case "stale":
+			stale++
 		default:
 			resp.Summary.Unknown++
 		}
@@ -560,6 +587,9 @@ func (s *Server) GetFleetHealth(ctx context.Context, req gen.GetFleetHealthReque
 			Type:        typ,
 		})
 	}
+	if stale > 0 {
+		resp.Summary.Stale = &stale
+	}
 	return resp, rows.Err()
 }
 
diff --git a/internal/httpapi/phase3.go b/internal/httpapi/phase3.go
index 4bc03ca..efe78f3 100644
--- a/internal/httpapi/phase3.go
+++ b/internal/httpapi/phase3.go
@@ -1974,14 +1974,14 @@ func (s *Server) GetTrends(ctx context.Context, req gen.GetTrendsRequestObject)
 			f, _ := slopeNum.Float64Value()
 			t.Slope = float32Ptr(float32(f.Float64))
 			if f.Float64 > 0.01 {
-				t.Direction = gen.TrendDirectionImproving
+				t.Direction = gen.Improving
 			} else if f.Float64 < -0.01 {
-				t.Direction = gen.TrendDirectionDegrading
+				t.Direction = gen.Degrading
 			} else {
-				t.Direction = gen.TrendDirectionStable
+				t.Direction = gen.Stable
 			}
 		} else {
-			t.Direction = gen.TrendDirectionUnknown
+			t.Direction = gen.Unknown
 		}
 		items = append(items, t)
 	}
diff --git a/internal/mcp/server.go b/internal/mcp/server.go
index b64b349..fa32508 100644
--- a/internal/mcp/server.go
+++ b/internal/mcp/server.go
@@ -125,6 +125,7 @@ func newServer(pool *db.Pool, agentID uuid.UUID) *mcp.Server {
 		return queryRows(ctx, pool, `
 			SELECT e.slug, e.type, st.health, st.last_check_at
 			FROM entity_status st JOIN entities e ON e.id = st.entity_id
+			WHERE e.type <> 'check'
 			ORDER BY e.slug`), nil
 	})
 
diff --git a/internal/scheduler/scheduler.go b/internal/scheduler/scheduler.go
index bbe970b..96f02dc 100644
--- a/internal/scheduler/scheduler.go
+++ b/internal/scheduler/scheduler.go
@@ -94,6 +94,13 @@ func runCheckPass(ctx context.Context, pool *db.Pool) {
 }
 
 // runCheck executes a single check and processes the result.
+//
+// check_defs.entity_id identifies the *check* (probe) entity itself;
+// check_defs.target_id identifies the entity actually being observed (the
+// host/service/etc). Health, metrics, and events must attach to the target
+// so the observed entity's own record reflects reality — not the internal
+// probe. Signals stay keyed by the check entity (cd.EntityID), matching how
+// they are created below and resolved elsewhere.
 func runCheck(ctx context.Context, pool *db.Pool, cd sqlcgen.ListEnabledCheckDefsRow) {
 	q := sqlcgen.New(pool)
 	start := time.Now()
@@ -107,9 +114,14 @@ func runCheck(ctx context.Context, pool *db.Pool, cd sqlcgen.ListEnabledCheckDef
 	}
 	result.metrics["probe_latency_ms"] = float64(latency)
 
+	targetID := cd.EntityID
+	if cd.TargetID != nil {
+		targetID = *cd.TargetID
+	}
+
 	for metric, value := range result.metrics {
 		_ = q.InsertMetricSample(ctx, sqlcgen.InsertMetricSampleParams{
-			EntityID: cd.EntityID,
+			EntityID: targetID,
 			Metric:   metric,
 			Value:    value,
 			Tags:     []byte(`{}`),
@@ -121,18 +133,18 @@ func runCheck(ctx context.Context, pool *db.Pool, cd sqlcgen.ListEnabledCheckDef
 			"entity", cd.EntitySlug, "kind", cd.Kind, "error", result.err)
 	}
 
-	prevHealth := currentHealth(ctx, pool, cd.EntityID)
+	prevHealth := currentHealth(ctx, pool, targetID)
 
 	if result.signalKind == "" || result.health == "healthy" {
-		resolveSignal(ctx, pool, cd.EntityID, cd.EntitySlug)
+		resolveSignal(ctx, pool, cd.EntityID, targetID, cd.EntitySlug)
 		_ = q.UpsertEntityStatus(ctx, sqlcgen.UpsertEntityStatusParams{
-			EntityID:    cd.EntityID,
+			EntityID:    targetID,
 			Health:      "healthy",
 			LastCheckAt: &[]time.Time{time.Now()}[0],
 			Details:     []byte(`{}`),
 		})
 		if prevHealth != "" && prevHealth != "healthy" {
-			emitSchedulerEvent(ctx, pool, "health.changed", cd.EntityID, "info",
+			emitSchedulerEvent(ctx, pool, "health.changed", targetID, "info",
 				map[string]any{"slug": cd.EntitySlug, "from": prevHealth, "to": "healthy"})
 		}
 		return
@@ -156,7 +168,7 @@ func runCheck(ctx context.Context, pool *db.Pool, cd sqlcgen.ListEnabledCheckDef
 	}
 
 	_ = q.UpsertEntityStatus(ctx, sqlcgen.UpsertEntityStatusParams{
-		EntityID:    cd.EntityID,
+		EntityID:    targetID,
 		Health:      result.health,
 		LastCheckAt: &[]time.Time{time.Now()}[0],
 		Details:     []byte(`{}`),
@@ -164,11 +176,11 @@ func runCheck(ctx context.Context, pool *db.Pool, cd sqlcgen.ListEnabledCheckDef
 	_ = sig
 
 	if prevHealth == "" || prevHealth == "healthy" {
-		emitSchedulerEvent(ctx, pool, "signal.raised", cd.EntityID, severity,
+		emitSchedulerEvent(ctx, pool, "signal.raised", targetID, severity,
 			map[string]any{"slug": cd.EntitySlug, "kind": result.signalKind, "evidence": result.evidence})
 	}
 	if prevHealth != result.health {
-		emitSchedulerEvent(ctx, pool, "health.changed", cd.EntityID, severity,
+		emitSchedulerEvent(ctx, pool, "health.changed", targetID, severity,
 			map[string]any{"slug": cd.EntitySlug, "from": prevHealth, "to": result.health})
 	}
 }
@@ -188,21 +200,23 @@ func emitSchedulerEvent(ctx context.Context, pool *db.Pool, eventType string, en
 	_ = observability.Event(ctx, sqlcgen.New(pool), eventType, &entityID, severity, "scheduler", "", data)
 }
 
-// resolveSignal resolves any open signal for the given check entity.
-func resolveSignal(ctx context.Context, pool *db.Pool, entityID uuid.UUID, slug string) {
+// resolveSignal resolves any open signal raised by the given check entity.
+// checkID matches how signals are keyed (UpsertSignal uses the check's own
+// entity id); targetID is the observed entity whose status this affects.
+func resolveSignal(ctx context.Context, pool *db.Pool, checkID, targetID uuid.UUID, slug string) {
 	q := sqlcgen.New(pool)
 	// Check if there's an open signal on this entity
 	tag, err := pool.Exec(ctx, `UPDATE signals SET state = 'resolved', updated_at = now()
-		WHERE entity_id = $1 AND state = 'raised'`, entityID)
+		WHERE entity_id = $1 AND state = 'raised'`, checkID)
 	if err != nil {
 		return
 	}
 	if tag.RowsAffected() > 0 {
-		emitSchedulerEvent(ctx, pool, "signal.resolved", entityID, "info",
+		emitSchedulerEvent(ctx, pool, "signal.resolved", targetID, "info",
 			map[string]any{"slug": slug})
 	}
 	_ = q.UpsertEntityStatus(ctx, sqlcgen.UpsertEntityStatusParams{
-		EntityID:    entityID,
+		EntityID:    targetID,
 		Health:      "healthy",
 		LastCheckAt: &[]time.Time{time.Now()}[0],
 		Details:     []byte(`{}`),
@@ -250,10 +264,74 @@ func housekeeping(ctx context.Context, pool *db.Pool) {
 		slog.Error("scheduler: prune idempotency keys", "error", err)
 	}
 
+	staleSweep(ctx, pool)
+
 	// Log housekeeping completion
 	slog.Debug("scheduler: housekeeping done", "pruned_idempotency_before", cutoff.Format(time.RFC3339))
 }
 
+// staleMultiplier and staleFloor bound how long an entity can go unobserved
+// before its last-known health is no longer trusted. An entity is stale once
+// it has gone longer than staleMultiplier times its fastest enabled check's
+// interval (or staleFloor, whichever is larger) without a fresh observation —
+// covering both a stalled scheduler and a disabled/broken check_def.
+const (
+	staleMultiplier = 3
+	staleFloor      = 5 * time.Minute
+)
+
+// staleSweep marks entities whose last observation has aged past their
+// check's expected cadence as 'stale', so the system never reports an old
+// health value as if it were current. Runs once per housekeeping pass.
+func staleSweep(ctx context.Context, pool *db.Pool) {
+	rows, err := pool.Query(ctx, `
+		SELECT e.id, e.slug, st.health
+		FROM entity_status st
+		JOIN entities e ON e.id = st.entity_id
+		JOIN (
+			SELECT target_id, MIN(interval_s) AS min_interval
+			FROM check_defs
+			WHERE enabled AND target_id IS NOT NULL
+			GROUP BY target_id
+		) iv ON iv.target_id = st.entity_id
+		WHERE st.health <> 'stale'
+		  AND (st.last_check_at IS NULL
+		       OR st.last_check_at < now() - make_interval(secs => GREATEST(iv.min_interval * $1, $2)))`,
+		staleMultiplier, int(staleFloor.Seconds()))
+	if err != nil {
+		slog.Error("scheduler: stale sweep query", "error", err)
+		return
+	}
+	defer rows.Close()
+
+	type staleEntity struct {
+		id     uuid.UUID
+		slug   string
+		health string
+	}
+	var stale []staleEntity
+	for rows.Next() {
+		var se staleEntity
+		if err := rows.Scan(&se.id, &se.slug, &se.health); err != nil {
+			continue
+		}
+		stale = append(stale, se)
+	}
+	rows.Close()
+
+	for _, se := range stale {
+		_, err := pool.Exec(ctx,
+			`UPDATE entity_status SET health = 'stale', updated_at = now() WHERE entity_id = $1`, se.id)
+		if err != nil {
+			slog.Error("scheduler: mark stale", "entity", se.slug, "error", err)
+			continue
+		}
+		slog.Warn("scheduler: entity stale", "entity", se.slug, "prev_health", se.health)
+		emitSchedulerEvent(ctx, pool, "health.stale", se.id, "warning",
+			map[string]any{"slug": se.slug, "from": se.health, "to": "stale"})
+	}
+}
+
 // checkHTTP performs an HTTP health check.
 func checkHTTP(ctx context.Context, cd sqlcgen.ListEnabledCheckDefsRow) checkResult {
 	cfg := struct {
diff --git a/migrations/016_fix_check_status_misattribution.up.sql b/migrations/016_fix_check_status_misattribution.up.sql
new file mode 100644
index 0000000..b7d1f1c
--- /dev/null
+++ b/migrations/016_fix_check_status_misattribution.up.sql
@@ -0,0 +1,16 @@
+-- 016_fix_check_status_misattribution.up.sql
+-- The scheduler historically wrote entity_status and metric_samples keyed by
+-- the *check* entity (check_defs.entity_id) instead of the entity being
+-- monitored (check_defs.target_id). Every real host/service/lxc/etc. entity
+-- was therefore permanently stuck at health='unknown' while all observed
+-- health and metrics accumulated on the internal probe entities instead.
+-- The Go fix (scheduler.go) starts writing to target_id going forward; this
+-- migration removes the now-orphaned check-entity rows so dashboard/fleet
+-- health rollups stop double-counting probes as if they were monitored
+-- entities. Historical metric_samples on check entities are left in place
+-- (time-series data, not safe to reattribute retroactively) but are no
+-- longer queried through any entity-scoped view once checks stop being
+-- written to.
+
+DELETE FROM entity_status
+WHERE entity_id IN (SELECT id FROM entities WHERE type = 'check');
diff --git a/plans/2026-07-08-liveness-drift-and-ux-cohesion.md b/plans/2026-07-08-liveness-drift-and-ux-cohesion.md
new file mode 100644
index 0000000..674066f
--- /dev/null
+++ b/plans/2026-07-08-liveness-drift-and-ux-cohesion.md
@@ -0,0 +1,253 @@
+# 2026-07-08 — Liveness, drift, and UX cohesion
+
+**Status:** Code complete for Phases 1–4 core scope; not yet deployed to the
+live containers (pending explicit go-ahead — see below). Phase 5 partially
+covered by pre-existing endpoints; full CRUD UI deferred.
+
+- **Phase 1 (drift/staleness):** done. Health/metrics/events misattribution
+  fix, staleness sweep, `/entities` health+freshness, dashboard/fleet-health
+  `check`-entity exclusion, Entities table health column. Migration 016
+  applied to the live dev DB (safe cleanup, additive-only).
+- **Phase 2 (detail sidebar + legibility):** done. `EntityDetailContent`
+  extracted and shared between the full `#/entity/:slug` page and a new
+  `EntitySheet` opened from the Entities table (master-detail, no
+  navigation). Adds a **Monitoring** card (per-entity `check_defs`: kind,
+  interval, enabled/disabled with click-to-toggle) and renders attributes as
+  a key/value list instead of raw JSON.
+- **Phase 3 (sessions rejoin chat):** done. Fixed the click-does-nothing bug,
+  added a session rail inside Chat, fixed the local dev proxy to match
+  production's `/agent` prefix-stripping. **Also found and fixed a real
+  latent bug**: persisted `tool_calls` store the `tool_use`/`tool_result` as
+  two entries sharing one `id`; Chat.svelte's keyed `{#each tool (tool.id)}`
+  threw on the duplicate key and silently blanked the entire message list.
+  This had presumably never been noticed because sessions were never
+  clickable before this fix. Fixed in `chat.ts` by merging tool_calls by id
+  before rendering.
+- **Phase 4 (agent efficiency):** core piece done — prior turns' tool
+  calls/results are now replayed into the conversation (previously dropped
+  entirely), and a compact live fleet-health snapshot is injected into the
+  system prompt each turn so the agent starts oriented. Prompt caching and
+  reconsidering the default model are **not done** (lower priority, no
+  measured regression without them).
+- **Phase 5 (CRUD):** `PatchEntity` and a full `/checks` CRUD API
+  (list/create/patch, including enable/disable) already existed server-side;
+  the new Monitoring card's toggle uses `PatchCheck`. **Not done**: a
+  "run check now" endpoint (no scheduler on-demand entrypoint exists yet),
+  relationship editing, and an entity attribute editor UI.
+
+**Not yet deployed** — the live `oikos-api`/`oikos-scheduler`/nomos
+containers still run the pre-fix binaries; rebuilding and restarting them
+needs an explicit go-ahead since it touches the running homelab control
+plane.
+
+Addresses five felt problems with the current system: (1) the agent reports
+stale machine state as if it were fresh, (2) sessions can't be opened and feel
+disconnected from chat, (3) the Nomos agent re-derives state every turn and
+wastes iterations, (4) the UI feels dead — tables with no context, no sense of
+what is monitored, (5) no way to inspect or customize entities and their checks.
+
+The unifying UX principle for this plan: **master-detail with a detail
+sidebar**, not full-page navigation. Selecting an entity, session, or signal
+opens a right-hand detail panel over the current list, so the operator keeps
+context and drills in without losing their place. Full pages remain
+addressable (deep links) but are no longer the primary way to inspect a row.
+
+Sequencing is driven by pain: **drift/staleness is Phase 1.**
+
+---
+
+## Root causes (verified in code)
+
+### Drift / staleness — root cause was worse than a missing TTL
+Live-DB inspection (`oikos-postgres-1`) found the real cause: `check_defs` has
+two entity references — `entity_id` (the internal probe/"check" entity) and
+`target_id` (the host/service actually being observed). The scheduler wrote
+`entity_status`, `metric_samples`, and scheduler-sourced `events` keyed by
+`cd.EntityID` (the probe) instead of `cd.TargetID` (the target) —
+[scheduler.go:110-171](../internal/scheduler/scheduler.go) (pre-fix). Verified
+against the live database:
+
+```
+entity_status by type: only type='check' rows ever had real health (24
+healthy, 1 down); every host/service/lxc/vm/proxmox-host was frozen at
+'unknown' since creation.
+metric_samples: 17,559 rows, 100% attached to type='check' entities — zero
+attached to any real host or service.
+events: 45 of 46 scheduler-sourced rows attached to type='check' entities.
+```
+
+So this wasn't staleness in the TTL sense — the entities you actually care
+about (`host:hubris`, `service:authentik`, etc.) **never received an
+observation at all**. Every health check, metric, and event the scheduler
+produced was filed under an internal bookkeeping entity the UI doesn't even
+surface distinctly. This is the literal mechanism behind "the agent tells me
+stale/wrong state."
+
+**Fixed** (this session): `runCheck`/`resolveSignal` now resolve
+`targetID := cd.TargetID` and write status/metrics/events there, falling back
+to the check's own id only if `target_id` is unset. Signals remain keyed by
+the check entity (unchanged, matches their existing resolution logic). A new
+migration ([016_fix_check_status_misattribution](../migrations/016_fix_check_status_misattribution.up.sql))
+deletes the orphaned check-entity `entity_status` rows so rollups stop
+double-counting probes as monitored entities; historical `metric_samples` on
+check entities are left as-is (time-series data, not safe to reattribute).
+
+On top of the misattribution fix, a genuine staleness gap also existed and is
+now closed: `entity_status.health` was written only when a check ran, with no
+TTL — a stalled scheduler or disabled check_def would leave the last health
+value looking current forever.
+- `last_check_at` is recorded but was never surfaced. The Entities table
+  showed `entity.updated_at` (row mutation time), not observation time
+  ([Entities.svelte:108](../web/src/pages/Entities.svelte), pre-fix).
+- The `/entities` list endpoint returned neither `health` nor `last_check_at`
+  — only `/graph?include=status` and `/fleet/health` did
+  ([impl.go:344](../internal/httpapi/impl.go), pre-fix).
+
+### Sessions
+- Clicking a session calls `loadSessionMessages()` but never navigates to the
+  chat page ([Sessions.svelte:17](../web/src/pages/Sessions.svelte)); it mutates
+  the chat store while the user stays on the session list, so nothing appears to
+  happen. There is also no session switcher inside Chat.
+
+### Agent efficiency
+- Multi-turn history replay **drops all `tool_use`/`tool_result` pairs**; only
+  prior final text is replayed ([agent.go:108-127](../cmd/nomos/agent.go)). Each
+  new turn re-discovers the fleet from scratch, re-calling tools already run.
+- Cold start: the system prompt injects no fleet snapshot
+  ([agent.go:81](../cmd/nomos/agent.go)); default model is
+  `deepseek/deepseek-v4-flash` ([agent.go:34](../cmd/nomos/agent.go)); tool
+  schema + system prompt are rebuilt each call with no prompt caching.
+
+### Dead UI / no inspection
+- Entities table = slug/type/name/state/updated; no health, no last-seen, no
+  signal count.
+- EntityDetail dumps `JSON.stringify(attributes)` raw
+  ([EntityDetail.svelte:123](../web/src/pages/EntityDetail.svelte)) and never
+  shows the entity's `check_defs` — the operator cannot see *what is monitored*,
+  when it last ran, or what it returned.
+- No CRUD anywhere: no entity editor, no check management (enable/disable/edit/
+  run-now), no relationship editing. `check_defs` do not appear in the web app.
+
+---
+
+## Phase 1 — Kill the drift (highest priority)
+
+Goal: the system never presents stale observations as fresh, and freshness is
+visible everywhere health is.
+
+**Backend**
+- Add a staleness sweep to `housekeeping()`
+  ([scheduler.go:243](../internal/scheduler/scheduler.go)): for each
+  `entity_status` where `now() - last_check_at > staleAfter` (default
+  `max(3 × check interval, 5m)`), transition health to a new `stale` value and
+  emit a `health.stale` event once (not every pass).
+- Treat `stale` as a first-class health in dashboard rollups
+  ([dashboard.go:57](../internal/httpapi/dashboard.go)) and fleet health
+  ([impl.go:516](../internal/httpapi/impl.go)) — do not fold it into `unknown`.
+- Extend the `/entities` list response with `health` and `last_check_at`
+  (join `entity_status`), so the table can show freshness without N graph calls.
+- Nomos: when answering about state, tool results should carry `last_check_at`
+  and a stale flag so the agent can hedge ("healthy as of 4m ago") instead of
+  asserting stale data. (Verify the MCP topology/health tools include it.)
+
+**Frontend**
+- Entities table: replace the `Updated` column with **health dot + relative
+  "checked 2m ago"**, and add an **open-signal count** badge per row. Stale rows
+  get a distinct muted/amber treatment, not a green dot.
+- Global header: add an "as of {time}" and make the SSE connection dot a real
+  liveness indicator (last event received, reconnect state).
+
+**Acceptance:** disable a check or stop the scheduler → within one stale window
+the affected entity shows `stale` in the table and dashboard, an event fires,
+and asking Nomos "is X healthy?" yields a freshness-qualified answer.
+
+---
+
+## Phase 2 — Detail sidebar + entity legibility (less navigation)
+
+Goal: inspect any row in place; make an entity's monitoring self-evident.
+
+- Introduce a reusable **DetailSheet** (right-side panel) used across Entities,
+  Signals, Sessions, Executions. Row click opens the sheet; URL hash updates for
+  deep-linking; Esc / click-away closes. Full `#/entity/:slug` page remains for
+  direct links but reuses the same detail component.
+- Entity detail content (in the sheet):
+  - Header: slug, type, **health + freshness** ("checked 2m ago" / "stale
+    18m").
+  - **Monitoring card**: the entity's `check_defs` — kind, schedule, enabled,
+    last result + evidence, next run. This is the missing "what is watched."
+  - Attributes rendered as a key/value panel, not raw JSON.
+  - Relations, open signals, recent executions, metrics sparklines (reuse
+    existing EntityDetail sections).
+- Backend: endpoint to list `check_defs` for an entity with last-result join
+  (currently checks are only visible to the scheduler).
+
+**Acceptance:** from the Entities list, one click reveals what an entity is,
+what's monitoring it, when it was last seen, and its open signals — without a
+full page load or losing the list.
+
+---
+
+## Phase 3 — Sessions rejoin chat
+
+Goal: sessions are openable and live next to the conversation.
+
+- Fix: clicking a session navigates to `#/chat` and loads it
+  ([Sessions.svelte:17](../web/src/pages/Sessions.svelte)).
+- Add a **session rail inside Chat** (collapsible left list: title, last-active,
+  active highlight) so switching sessions never leaves the chat surface. The
+  standalone Sessions page becomes a thin wrapper / can be retired from nav.
+- Show session metadata (message count, last actor) and allow rename/delete.
+
+**Acceptance:** clicking any past session opens its transcript in the chat view;
+starting a new chat and switching back and forth works without navigation.
+
+---
+
+## Phase 4 — Agent efficiency
+
+Goal: stop re-deriving state; start each turn already oriented.
+
+- Persist and replay tool evidence across turns
+  ([agent.go:108-127](../cmd/nomos/agent.go)): either replay `tool_use`/
+  `tool_result` pairs with consistent ids, or persist a compacted per-turn
+  "evidence summary" and replay that. Removes redundant re-querying.
+- Inject a compact fleet snapshot (counts by health, open signals, stale set)
+  into the system prompt ([agent.go:81](../cmd/nomos/agent.go)) so the agent
+  starts oriented instead of spending iterations on discovery.
+- Add prompt caching for the system prompt + tool schema (rebuilt every call
+  today); revisit the default model
+  ([agent.go:34](../cmd/nomos/agent.go)) — evaluate a stronger default for
+  fewer, better tool calls.
+- Surface per-turn iteration/token/cost in the chat UI (data already logged to
+  `agent_activity`) so inefficiency is visible and measurable.
+
+**Acceptance:** a 3-turn conversation about the same entity does not re-call the
+same read tools each turn; median iterations-per-answer drops.
+
+---
+
+## Phase 5 — Customize & inspect (CRUD)
+
+Goal: manage the system from the UI, not just observe it.
+
+- Entity editor (attributes, state) via existing mutation endpoints.
+- Check management from the entity detail sheet: enable/disable, edit config/
+  thresholds, and **run-now** (trigger a single check pass on demand — new
+  scheduler entrypoint).
+- Relationship add/remove.
+- Raw DB-row view toggle in the detail sheet for power inspection.
+
+---
+
+## Suggested order of work
+
+1. Phase 1 backend (staleness sweep + `/entities` health/freshness) →
+   Phase 1 frontend (table freshness + liveness header).
+2. Phase 2 DetailSheet + entity monitoring card.
+3. Phase 3 sessions fix (small; can slot in earlier if desired).
+4. Phase 4 agent efficiency.
+5. Phase 5 CRUD.
+
+Phases 1–3 are the ones that most directly turn "the system feels dead and I
+don't trust it" into "it's alive and I can see and act on it."