chore: update frontend assets and dependencies, adjust model config

1. 更新前端静态资源文件，替换旧的打包产物为新的版本
2. 升级github.com/DotNetAge/goharness依赖到v0.2.14
3. 调整deepseek模型的max_tokens配置到384000
4. 优化本地搜索工具的空数据预检查逻辑
5. 更新技能提示文案，规范技能加载流程
6. 调整令牌使用统计逻辑，优化计费统计方式
7. 更新前端页面引用的脚本和样式文件路径

Author: DotNetAge

go.mod

@@ -25,7 +25,7 @@ require (
 require (
 	github.com/DotNetAge/gochat v0.2.7
 	github.com/DotNetAge/gograph v0.2.6
-	github.com/DotNetAge/goharness v0.2.13
+	github.com/DotNetAge/goharness v0.2.14
 	github.com/DotNetAge/gorag/v2 v2.0.8
 	github.com/creack/pty v1.1.24
 	go.etcd.io/bbolt v1.4.3

go.sum

@@ -15,8 +15,8 @@ github.com/DotNetAge/gochat v0.2.7 h1:W06T9dRx46QlWkFDlpRSGtpdgNb8m9meTPxycRX/xZ
 github.com/DotNetAge/gochat v0.2.7/go.mod h1:w7m36rMZoDwmReJNTLUGHhok6DSqnIidg9wFKwYM1dM=
 github.com/DotNetAge/gograph v0.2.6 h1:LhYERtYTPaWXvbBy9bO/6XGmYTW/OZGXQ+zyfycsexo=
 github.com/DotNetAge/gograph v0.2.6/go.mod h1:Ia2wvbkpdJvFJEZ1vw+IklbhNbWjPli2dnU21jbmy7I=
-github.com/DotNetAge/goharness v0.2.13 h1:MkGvj7+3UadfSpb3kz3F0Gb1NhI8L0e5CKhw3dOAgaQ=
-github.com/DotNetAge/goharness v0.2.13/go.mod h1:2+Ze4Att5hP3oRR9/5Rqv506hr38G5qwaWQz6ChOu8c=
+github.com/DotNetAge/goharness v0.2.14 h1:HcmLvzKQDIly6NO0HUPPBW0IbStR/DJkdAl0yDp5DYY=
+github.com/DotNetAge/goharness v0.2.14/go.mod h1:2+Ze4Att5hP3oRR9/5Rqv506hr38G5qwaWQz6ChOu8c=
 github.com/DotNetAge/gorag/v2 v2.0.8 h1:TmPnZvkirhAm1GLzw42hTIA1xUtIMa4TpydpeaDGNt8=
 github.com/DotNetAge/gorag/v2 v2.0.8/go.mod h1:K8YAydeJR41JMY59xrzgMNDKRHVg3cwB2pYwJSwVjbE=
 github.com/DotNetAge/gort v0.1.4 h1:nUZdy3cN3Kif21GWIYkxlIS/iFr62eN5boBmCzmI3xw=

internal/core/app.go

@@ -537,21 +537,7 @@ func (a *App) createRuntime(agentName string) (*agents.Runtime, error) {
 		opts = append(opts, agents.WithEnvs(a.envsOverride))
 	}
 
-	// Check if the current project has indexed data in the knowledge base
-	hasLocalData := false
-	if a.graphIndexer != nil && a.currentSessionMeta != nil && a.currentSessionMeta.ProjectDir != "" {
-		total, err := a.graphIndexer.CountByRegion(context.Background(), a.currentSessionMeta.ProjectDir)
-		if err == nil && total > 0 {
-			hasLocalData = true
-			a.logger.Info("createRuntime: project has indexed data, LocalSearch will be enabled",
-				"project_dir", a.currentSessionMeta.ProjectDir, "total", total)
-		} else {
-			a.logger.Info("createRuntime: no indexed data for project, LocalSearch will be skipped",
-				"project_dir", a.currentSessionMeta.ProjectDir, "total", total, "error", err)
-		}
-	}
-
-	if a.searchStrategyOverride != nil && hasLocalData {
+	if a.searchStrategyOverride != nil && a.graphIndexer != nil {
 		opts = append(opts, agents.WithSearchStrategy(a.searchStrategyOverride))
 	}
 
@@ -636,8 +622,10 @@ func (a *App) createRuntime(agentName string) (*agents.Runtime, error) {
 	rt := agents.NewRuntime(opts...)
 	a.logger.Info("createRuntime: done", "agent", agentName)
 
-	// Register LocalSearch if the project has indexed data in knowledge base
-	if hasLocalData {
+	// Register LocalSearch whenever the graph indexer is available.
+	// The tool resolves projectDir at runtime from the session/cwd,
+	// so we do not depend on currentSessionMeta here.
+	if a.graphIndexer != nil {
 		ls := mindxtools.NewLocalSearch(a.graphIndexer)
 		if err := rt.RegisterTool(ls); err != nil {
 			a.logger.Warn("createRuntime: failed to register LocalSearch", "agent", agentName, "error", err)

internal/svc/event_dispatcher.go

@@ -34,13 +34,19 @@ func (d *Daemon) sendExecutionSummary(clientID, sessionID string, summary goharn
 	if d.gw == nil {
 		return
 	}
-	d.logger.Debug("sendExecutionSummary",
-		"total_tokens", summary.TokensUsed.TotalTokens,
-		"input", summary.TokensUsed.InputTokens,
-		"output", summary.TokensUsed.OutputTokens)
 	tokensUsed := summary.TokensUsed
+	// Effective token consumption: cached/reused tokens should not be counted as billed usage.
+	effectiveTotal := tokensUsed.InputTokens + tokensUsed.OutputTokens - tokensUsed.CachedTokens
+	if effectiveTotal < 0 {
+		effectiveTotal = 0
+	}
+	d.logger.Debug("sendExecutionSummary",
+		"effective_total", effectiveTotal,
+		"input", tokensUsed.InputTokens,
+		"output", tokensUsed.OutputTokens,
+		"cached", tokensUsed.CachedTokens)
 	tokenValue := fmt.Sprintf("%d (in:%d out:%d cached:%d reasoning:%d)",
-		tokensUsed.TotalTokens, tokensUsed.InputTokens, tokensUsed.OutputTokens,
+		effectiveTotal, tokensUsed.InputTokens, tokensUsed.OutputTokens,
 		tokensUsed.CachedTokens, tokensUsed.ReasoningTokens)
 	tableData := map[string]any{
 		"headers": []string{"Metric", "Value"},
@@ -57,11 +63,11 @@ func (d *Daemon) sendExecutionSummary(clientID, sessionID string, summary goharn
 		gateway.WithSessionID(sessionID),
 		gateway.WithResponseMeta(map[string]any{
 			"tokens_used": map[string]any{
-				"total_tokens":     summary.TokensUsed.TotalTokens,
-				"input_tokens":     summary.TokensUsed.InputTokens,
-				"output_tokens":    summary.TokensUsed.OutputTokens,
-				"cached_tokens":    summary.TokensUsed.CachedTokens,
-				"reasoning_tokens": summary.TokensUsed.ReasoningTokens,
+				"total_tokens":     effectiveTotal,
+				"input_tokens":     tokensUsed.InputTokens,
+				"output_tokens":    tokensUsed.OutputTokens,
+				"cached_tokens":    tokensUsed.CachedTokens,
+				"reasoning_tokens": tokensUsed.ReasoningTokens,
 			},
 			"iterations": summary.TotalIterations,
 			"tool_calls": summary.ToolCalls,
@@ -93,11 +99,8 @@ func buildSubtaskCompletedMarkdown(result goharnessevents.SubtaskResult) string
 }
 
 func buildTaskSummaryMarkdown(ts goharnessevents.TaskSummaryData) string {
-	return fmt.Sprintf("### %s\n\n%s\n\n**%s**: %s %s / %s %s / %s %s\n",
-		i18n.T("svc.md.task.summary"), ts.Summary,
-		i18n.T("svc.md.task.token"), i18n.T("svc.md.token.input"), formatTokenCount(ts.TokenUsage.InputTokens),
-		i18n.T("svc.md.token.output"), formatTokenCount(ts.TokenUsage.OutputTokens),
-		i18n.T("svc.md.token.total"), formatTokenCount(ts.TokenUsage.TotalTokens))
+	return fmt.Sprintf("### %s\n\n%s\n",
+		i18n.T("svc.md.task.summary"), ts.Summary)
 }
 
 // formatTokenCount converts a large number to a human-readable K/M format.

internal/svc/prompts.go

@@ -26,9 +26,11 @@ func NewSkillsPrompt() func([]*skill.Skill) string {
 			"When your existing tools cannot fully address the user's request, check whether one of the following specialized skills covers the domain. If a skill matches, use the Skill tool to load its instructions, which will guide you through domain-specific workflows and expose additional tools.\n"
 
 		footer := "\n### Loading Strategy\n" +
-			"- Load skills LAZILY: only when you're about to perform a task that requires it\n" +
-			"- Each skill persists once loaded into conversation context \u2014 do NOT reload already-loaded skills\n" +
-			"- To view detailed descriptions of a skill, use `mindx skill list -f \"<skill_name>,<skill_name>,...\"`\n"
+			"Capacities lists your role's standard tools. When a task matches a listed skill's domain:\n" +
+			"1. Use `mindx skill list -f \"<skill1_name>,<skill2_name>,...\"` to check current description\n" +
+			"2. Confirm matching → Load via Skill tool → Execute per instructions\n" +
+			"Only skip loading if you have verified no skill in Capacities matches the task.\n" +
+			"Forbidden: Starting domain work without first loading the corresponding skill."
 
 		var nameBuilder strings.Builder
 		for _, s := range skills {
@@ -66,10 +68,10 @@ func NewEnvironmentPrompt(userPrefsDir, venvDir string) func(agents.EnvsParams)
 		sb.WriteString("  A temporary workspace for the current conversation.\n")
 		sb.WriteString("  Contents are deleted when the conversation ends — do NOT put important work here.\n")
 
-		if userPrefsDir != "" {
-			sb.WriteString(fmt.Sprintf("- **User Prefs**: %s\n", userPrefsDir))
-			sb.WriteString("  Application configuration, skills, and agent definitions.\n")
-		}
+		// if userPrefsDir != "" {
+		// 	sb.WriteString(fmt.Sprintf("- **User Prefs**: %s\n", userPrefsDir))
+		// 	sb.WriteString("  Application configuration, skills, and agent definitions.\n")
+		// }
 		if venvDir != "" {
 			sb.WriteString(fmt.Sprintf("- **Python Venv Dir**: %s\n", venvDir))
 		}

internal/tools/local_search.go

@@ -189,6 +189,14 @@ func (t *LocalSearch) Execute(ctx context.Context, params map[string]any) (any,
 	if projectDir != "" {
 		regionID := fmt.Sprintf("%x", sha256.Sum256([]byte(filepath.Clean(projectDir))))
 		gq.AddFilter("region_id", regionID)
+
+		// Pre-check: skip search if no indexed data for this region
+		total, countErr := t.indexer.CountByRegion(ctx, projectDir)
+		if countErr == nil && total == 0 {
+			return map[string]any{
+				"message": "No data in local knowledge base yet. Use Grep/Glob/Read or WebSearch instead.",
+			}, nil
+		}
 	}
 
 	hits, err := t.indexer.Search(ctx, gq)
@@ -265,6 +273,14 @@ func (t *LocalSearch) execTree(ctx context.Context, params map[string]any) (any,
 	var regionID string
 	if regionPath != "" {
 		regionID = fmt.Sprintf("%x", sha256.Sum256([]byte(filepath.Clean(regionPath))))
+
+		// Pre-check: skip tree if no indexed data for this region
+		total, countErr := t.indexer.CountByRegion(ctx, regionPath)
+		if countErr == nil && total == 0 {
+			return map[string]any{
+				"message": "No data in local knowledge base yet. Use Ls/Glob to browse files instead.",
+			}, nil
+		}
 	}
 
 	root, err := t.indexer.Tree(ctx, regionID, depth)

runtime/settings/models.yml

@@ -88,7 +88,7 @@ models:
     provider: deepseek
     cost_per_1m_in: 3
     cost_per_1m_out: 6
-    max_tokens: 131072
+    max_tokens: 384000
     context_length: 1000000
     is_local: false
     func_calling: true
@@ -108,7 +108,7 @@ models:
     provider: deepseek
     cost_per_1m_in: 1
     cost_per_1m_out: 2
-    max_tokens: 131072
+    max_tokens: 384000
     context_length: 1000000
     is_local: false
     func_calling: true

runtime/web/assets/arc-DURFvCUr.js runtime/web/assets/arc-CEAMzBUu.jsruntime/web/assets/arc-DURFvCUr.js renamed to runtime/web/assets/arc-CEAMzBUu.js

@@ -0,0 +1 @@
+import{x as e}from"./mermaid-parser.core-BuvNtBxX.js";export{e as createArchitectureServices};