feat(dashboard): dynamic agent metrics + model list from config, no more hardcoded data

backend/Controllers/DashboardController.cs

@@ -345,16 +345,12 @@ public class DashboardController(
 
     /// <summary>
     /// Returns the list of available models that can be assigned to agents.
+    /// Reads from OpenClaw config dynamically, falls back to hardcoded list.
     /// </summary>
     [HttpGet("models")]
     public ActionResult<List<ModelOption>> GetAvailableModels()
     {
-        var models = new List<ModelOption>
+        var models = gateway.GetAvailableModels();
-        {
-            new ModelOption("openai/gpt-5.4", "GPT-5.4", "openai"),
-            new ModelOption("deepseek/deepseek-v4-flash", "DeepSeek V4 Flash", "deepseek"),
-            new ModelOption("deepseek/deepseek-v4-pro", "DeepSeek V4 Pro", "deepseek")
-        };
         return Ok(models);
     }
 

backend/Models/Dashboard.cs

@@ -8,7 +8,10 @@ public sealed record DashboardAgentInfo(
     bool IsActive,
     string? CurrentTask,
     string? Description,
-    string[] Tags
+    string[] Tags,
+    int Progress = 0,
+    int Workload = 0,
+    string? Goal = null
 );
 
 public sealed record MessageEntry(

backend/Services/OpenClawGatewayClient.cs

@@ -119,6 +119,11 @@ public sealed class OpenClawGatewayClient(HttpClient httpClient, IConfiguration
         var agentIds = LoadAgentIdsFromConfig();
 
         var agents = new List<DashboardAgentInfo>();
+
+        // Read queue once for workload calculation
+        var queueItems = new List<QueueItem>();
+        try { queueItems = await GetQueueAsync(); } catch { }
+
         foreach (var id in agentIds)
         {
             // Skip the "main" agent (it's the default assistant, not a sub-agent)
@@ -177,6 +182,15 @@ public sealed class OpenClawGatewayClient(HttpClient httpClient, IConfiguration
                 };
             }
 
+            // 6. Read goal from workspace files
+            var goal = await ReadAgentGoalAsync(id);
+
+            // 7. Calculate progress dynamically
+            var progress = CalculateAgentProgress(id, isActive, status);
+
+            // 8. Calculate workload from queue items
+            var workload = CalculateAgentWorkload(id, queueItems);
+
             agents.Add(new DashboardAgentInfo(
                 Id: id,
                 Name: string.IsNullOrWhiteSpace(name) ? DeriveRole(id) : name,
@@ -185,7 +199,10 @@ public sealed class OpenClawGatewayClient(HttpClient httpClient, IConfiguration
                 IsActive: isActive,
                 CurrentTask: currentTask,
                 Description: description,
-                Tags: tags
+                Tags: tags,
+                Progress: progress,
+                Workload: workload,
+                Goal: goal
             ));
         }
         return agents;
@@ -770,6 +787,241 @@ public sealed class OpenClawGatewayClient(HttpClient httpClient, IConfiguration
         }
     }
 
+    /// <summary>
+    /// Reads the agent's goal from workspace files (goals.md preferred, then AGENTS.md, SOUL.md).
+    /// Returns the first meaningful line or null.
+    /// </summary>
+    private async Task<string?> ReadAgentGoalAsync(string agentId)
+    {
+        try
+        {
+            var workspacePath = "/home/node/.openclaw/workspace-" + agentId;
+
+            // 1. Try goals.md first
+            var goalsPath = Path.Combine(workspacePath, "goals.md");
+            if (System.IO.File.Exists(goalsPath))
+            {
+                var content = await System.IO.File.ReadAllTextAsync(goalsPath);
+                foreach (var line in content.Split('\n'))
+                {
+                    var trimmed = line.Trim();
+                    if (!string.IsNullOrWhiteSpace(trimmed) && !trimmed.StartsWith('#') && !trimmed.StartsWith('-'))
+                        return trimmed.Length > 120 ? trimmed[..117] + "..." : trimmed;
+                }
+            }
+
+            // 2. Try SOUL.md "## Rolle" section
+            var soulPath = Path.Combine(workspacePath, "SOUL.md");
+            if (System.IO.File.Exists(soulPath))
+            {
+                var soul = await System.IO.File.ReadAllTextAsync(soulPath);
+                using var reader = new StringReader(soul);
+                string? line;
+                var inRoleSection = false;
+                while ((line = reader.ReadLine()) is not null)
+                {
+                    var trimmed = line.Trim();
+                    if (trimmed.StartsWith("## ", StringComparison.OrdinalIgnoreCase))
+                    {
+                        if (inRoleSection) break;
+                        if (trimmed.IndexOf("Rolle", StringComparison.OrdinalIgnoreCase) >= 0
+                            || trimmed.IndexOf("Role", StringComparison.OrdinalIgnoreCase) >= 0
+                            || trimmed.IndexOf("Oberstes", StringComparison.OrdinalIgnoreCase) >= 0)
+                        {
+                            inRoleSection = true;
+                        }
+                        continue;
+                    }
+                    if (inRoleSection && !string.IsNullOrWhiteSpace(trimmed) && !trimmed.StartsWith('-'))
+                    {
+                        return trimmed.Length > 120 ? trimmed[..117] + "..." : trimmed;
+                    }
+                }
+
+                // 3. Look for "## Oberstes Prinzip" as second choice
+                inRoleSection = false;
+                reader = new StringReader(soul);
+                while ((line = reader.ReadLine()) is not null)
+                {
+                    var trimmed = line.Trim();
+                    if (trimmed.StartsWith("## ") && trimmed.IndexOf("Prinzip", StringComparison.OrdinalIgnoreCase) >= 0)
+                    {
+                        inRoleSection = true;
+                        continue;
+                    }
+                    if (inRoleSection && !string.IsNullOrWhiteSpace(trimmed) && !trimmed.StartsWith('-') && !trimmed.StartsWith('#'))
+                    {
+                        return trimmed.Length > 120 ? trimmed[..117] + "..." : trimmed;
+                    }
+                }
+            }
+
+            // 4. Try AGENTS.md first heading
+            var agentsPath = Path.Combine(workspacePath, "AGENTS.md");
+            if (System.IO.File.Exists(agentsPath))
+            {
+                var agentsContent = await System.IO.File.ReadAllTextAsync(agentsPath);
+                foreach (var line in agentsContent.Split('\n'))
+                {
+                    var trimmed = line.Trim();
+                    if (trimmed.StartsWith("# "))
+                        return trimmed[2..].Trim();
+                }
+            }
+        }
+        catch
+        {
+            // Fallback to hardcoded
+        }
+
+        // Fallback: known goals
+        return agentId.ToLowerInvariant() switch
+        {
+            "iris" => "Mission Control — maximale Autonomie bei kontrolliertem Risiko",
+            "programmer" => "Nexus Dashboard & Dungeon System",
+            "reviewer" => "Zero critical findings before merge",
+            "architekt" => "Stabile Zero-Downtime-Deployments",
+            "executor" => "Sichere Host-Execution im Allowlist-Rahmen",
+            "researcher" => "Verifizierte, strukturierte Recherche-Ergebnisse",
+            _ => null
+        };
+    }
+
+    /// <summary>
+    /// Calculates agent progress (0-100) based on session activity.
+    /// Active agents with recent activity get higher scores.
+    /// Idle agents or inactive sessions get lower scores.
+    /// </summary>
+    private static int CalculateAgentProgress(string agentId, bool isActive, JsonNode? status)
+    {
+        if (!isActive)
+            return 0;
+
+        // Base progress from active status
+        var progress = 50;
+
+        // Boost for agents that have a current task
+        var hasTask = status?["currentTask"]?.GetValue<string>() is not null
+                   || status?["task"]?.GetValue<string>() is not null;
+        if (hasTask)
+            progress += 20;
+
+        // Check for last activity timestamp — more recent = higher progress
+        var lastActivity = status?["lastActivity"]?.GetValue<string>()
+                        ?? status?["lastMessage"]?.GetValue<string>();
+        if (lastActivity is not null && DateTimeOffset.TryParse(lastActivity, out var lastTs))
+        {
+            var minutesSinceActivity = (DateTimeOffset.UtcNow - lastTs).TotalMinutes;
+            if (minutesSinceActivity < 1)
+                progress += 25; // actively working
+            else if (minutesSinceActivity < 5)
+                progress += 15;
+            else if (minutesSinceActivity < 15)
+                progress += 10;
+            else
+                progress -= 10; // stale
+        }
+        else if (hasTask)
+        {
+            // Has task but no timestamp — assume actively working
+            progress += 15;
+        }
+
+        return Math.Clamp(progress, 0, 100);
+    }
+
+    /// <summary>
+    /// Calculates agent workload (0-100) based on queue items and active status.
+    /// More queued tasks or active sessions = higher workload.
+    /// </summary>
+    private static int CalculateAgentWorkload(string agentId, List<QueueItem> queueItems)
+    {
+        if (queueItems.Count == 0)
+            return 0;
+
+        // Calculate workload based on queue density per agent
+        var agentQueued = queueItems.Count(q =>
+            q.Name.Contains(agentId, StringComparison.OrdinalIgnoreCase)
+            || q.Id.Contains(agentId, StringComparison.OrdinalIgnoreCase));
+
+        // Base workload from total queue pressure
+        var totalQueuePressure = Math.Min(queueItems.Count * 10, 60);
+
+        // Agent-specific queue items add extra weight
+        var agentPressure = agentQueued * 25;
+
+        return Math.Clamp(totalQueuePressure + agentPressure, 0, 100);
+    }
+
+    /// <summary>
+    /// Returns the list of available models by reading from the OpenClaw config,
+    /// with fallback to hardcoded list.
+    /// </summary>
+    public List<ModelOption> GetAvailableModels()
+    {
+        try
+        {
+            var configPath = configuration.GetValue<string>("AgentConfigPath")
+                ?? "/home/node/.openclaw/openclaw.json";
+
+            if (!System.IO.File.Exists(configPath))
+                return GetDefaultModels();
+
+            var json = System.IO.File.ReadAllText(configPath);
+            using var doc = JsonDocument.Parse(json);
+            var root = doc.RootElement;
+
+            // Read models from agents.defaults.models
+            if (!root.TryGetProperty("agents", out var agentsEl))
+                return GetDefaultModels();
+            if (!agentsEl.TryGetProperty("defaults", out var defaultsEl))
+                return GetDefaultModels();
+            if (!defaultsEl.TryGetProperty("models", out var modelsEl))
+                return GetDefaultModels();
+
+            var models = new List<ModelOption>();
+            foreach (var modelProp in modelsEl.EnumerateObject())
+            {
+                var modelId = modelProp.Name;
+                var modelObj = modelProp.Value;
+
+                var name = modelId; // fallback: use model ID as name
+                var provider = ExtractProvider(modelId);
+
+                // Check for alias in the model object
+                if (modelObj.TryGetProperty("alias", out var aliasEl))
+                {
+                    var alias = aliasEl.GetString();
+                    if (!string.IsNullOrWhiteSpace(alias))
+                        name = alias;
+                }
+
+                models.Add(new ModelOption(modelId, name, provider));
+            }
+
+            return models.Count > 0 ? models : GetDefaultModels();
+        }
+        catch
+        {
+            return GetDefaultModels();
+        }
+    }
+
+    private static List<ModelOption> GetDefaultModels()
+        => new()
+        {
+            new ModelOption("openai/gpt-5.4", "GPT-5.4", "openai"),
+            new ModelOption("deepseek/deepseek-v4-flash", "DeepSeek V4 Flash", "deepseek"),
+            new ModelOption("deepseek/deepseek-v4-pro", "DeepSeek V4 Pro", "deepseek"),
+            new ModelOption("openai/gpt-5.5", "GPT-5.5", "openai")
+        };
+
+    private static string ExtractProvider(string modelId)
+    {
+        var slash = modelId.IndexOf('/');
+        return slash > 0 ? modelId[..slash] : "unknown";
+    }
+
     private static string DeriveRole(string agentId) => agentId.ToLowerInvariant() switch
     {
         "iris" => "Chief of Staff",

frontend/src/composables/useDashboardData.ts

@@ -77,6 +77,9 @@ interface DashboardAgentInfo {
   currentTask: string
   description?: string
   tags?: string[]
+  progress?: number
+  workload?: number
+  goal?: string | null
 }
 
 interface DashboardOperationEntry {
@@ -217,9 +220,10 @@ function enrichAgent(api: DashboardAgentInfo): AgentNodeData {
     color: catalog.color ?? '#6b7385',
     icon: catalog.icon ?? 'bot',
     hero: catalog.hero ?? false,
-    goal: catalog.goal ?? 'No goal set',
+    // Use API-provided values with catalog fallback for metrics
-    progress: catalog.progress ?? 0,
+    goal: api.goal ?? catalog.goal ?? 'No goal set',
-    workload: catalog.workload ?? 0,
+    progress: api.progress ?? catalog.progress ?? 0,
+    workload: api.workload ?? catalog.workload ?? 0,
     runtimeSeconds: 0,
     workingFeed: catalog.workingFeed ?? [],
     thinkingStream: catalog.thinkingStream ?? [],