feat: outcome/analytics tool mapping and help updates

src/App.tsx

@@ -14,7 +14,7 @@
 }
 
 interface WarStatus {
   [key: string]: any
 }
 
 const INSPIRATIONAL_QUOTES = [
@@ -159,7 +159,7 @@
                 <span className="stat-label">MISSIONS WON</span>
                 <span className="stat-value">{warStatus.statistics?.missionsWon?.toLocaleString() || 'N/A'}</span>
               </div>
               {warStatus?.statistics?.factionStats && Object.entries(warStatus.statistics.factionStats).map(([faction, data]: [string, any]) => (
                 <div key={faction} className="stat-item faction-item">
                   <span className="stat-label">{faction.toUpperCase().substring(0, 8)}</span>
                   <span className="stat-value">{(data.kills ? Math.floor(data.kills / 1e9) : 0)}B</span>
@@ -240,15 +240,25 @@
                 <h2>💻 DATA CONSOLE</h2>
                 <p>Command the strategic warfare using the Data Console. Input natural language commands and our AI democracy officer will execute MCP tools to gather intelligence and execute operations.</p>
 
-                <h3>Available Commands:</h3>
+                <h3>Available Commands</h3>
+                <p>Outcome-based (what to do):</p>
                 <ul>
-                  <li><strong>War Status:</strong> "What's the current war status?" / "Show me the war situation"</li>
-                  <li><strong>Planet Data:</strong> "What planets are we fighting on?" / "Show active planets"</li>
-                  <li><strong>Major Orders:</strong> "What are the major orders?" / "Show current objectives"</li>
-                  <li><strong>Faction Stats:</strong> "Show faction information" / "What factions are active?"</li>
-                  <li><strong>Biome Data:</strong> "Show biome information" / "What biomes exist?"</li>
-                  <li><strong>Statistics:</strong> "Show global statistics" / "What are our stats?"</li>
-                  <li><strong>Planet Details:</strong> "Status of planet 0" / "Tell me about planet X"</li>
+                  <li><strong>War summary:</strong> &quot;What&apos;s the state of the war?&quot; / &quot;War summary&quot;</li>
+                  <li><strong>Where to deploy:</strong> &quot;Where should I deploy?&quot; / &quot;Where to fight?&quot;</li>
+                  <li><strong>Liberation priority:</strong> &quot;What to liberate first?&quot; / &quot;Liberation priority&quot;</li>
+                  <li><strong>Mission efficiency:</strong> &quot;How are we doing on missions?&quot; / &quot;Mission efficiency&quot;</li>
+                </ul>
+                <p>Analytics (efficiency and stats):</p>
+                <ul>
+                  <li><strong>Mission analytics:</strong> &quot;Mission analytics&quot; / &quot;Success rate&quot; / &quot;Bug kills&quot;</li>
+                  <li><strong>War analytics:</strong> &quot;War analytics&quot; / &quot;Time left in war&quot;</li>
+                  <li><strong>Planet analytics:</strong> &quot;Which sectors need help?&quot; / &quot;Planet analytics&quot;</li>
+                </ul>
+                <p>Raw data (for custom questions):</p>
+                <ul>
+                  <li><strong>War / planets / statistics:</strong> &quot;War status&quot; / &quot;Show planets&quot; / &quot;Statistics&quot;</li>
+                  <li><strong>Major orders / factions / biomes:</strong> &quot;Major orders&quot; / &quot;Factions&quot; / &quot;Biomes&quot;</li>
+                  <li><strong>Planet details:</strong> &quot;Status of planet 0&quot;</li>
                 </ul>
 
                 <h3>H.E.L.L. System Overview:</h3>

src/services/api.ts

@@ -85,13 +85,24 @@ class HighCommandAPI {
       })
 
       const data = await this.handleResponse(response)
-      
+
       // Extract text from MCP response format
-      if (data.result?.content?.[0]?.text) {
-        return data.result.content[0].text
+      const rawText = data.result?.content?.[0]?.text
+      if (!rawText) return data.result?.message || 'No response received'
+
+      // Outcome/analytics tools return JSON with summary; show summary for readability when possible
+      try {
+        const parsed = JSON.parse(rawText) as { summary?: string; status?: string; error?: string }
+        if (parsed.summary && parsed.status === 'success') {
+          return parsed.summary + (parsed.error ? `\n\nError: ${parsed.error}` : '')
+        }
+        if (parsed.summary && parsed.status === 'error') {
+          return parsed.summary + (parsed.error ? `\n${parsed.error}` : '')
+        }
+      } catch {
+        // Not JSON or no summary; return as-is
       }
-
-      return data.result?.message || 'No response received'
+      return rawText
     } catch (error) {
       console.error('Command error:', error)
       throw new Error(`Failed to execute command: ${error instanceof Error ? error.message : 'Unknown error'}`)
@@ -100,15 +111,40 @@ class HighCommandAPI {
 
   private interpretPrompt(prompt: string): string {
     const lower = prompt.toLowerCase()
-
+
+    // Outcome-based: "where should I deploy?" / "where to fight?"
+    if (lower.includes('where to deploy') || lower.includes('where should i deploy') ||
+        lower.includes('where to fight') || lower.includes('reinforce')) return 'get_where_to_deploy'
+    // Outcome: "what to liberate first?" / "liberation priority"
+    if (lower.includes('liberation priority') || lower.includes('what to liberate') ||
+        lower.includes('liberate first')) return 'get_liberation_priority'
+    // Outcome: "how are we doing?" / "mission efficiency"
+    if (lower.includes('mission efficiency') || lower.includes('how are we doing') ||
+        lower.includes('doing on missions')) return 'get_mission_efficiency_snapshot'
+    // Outcome: "war summary" / "state of the war"
+    if (lower.includes('war summary') || lower.includes('state of the war') ||
+        (lower.includes('war') && lower.includes('summary'))) return 'get_war_summary'
+
+    // Analytics: "which sectors need help?" / "planet analytics"
+    if (lower.includes('sectors need help') || lower.includes('planet analytics') ||
+        lower.includes('which sector')) return 'get_planet_analytics'
+    // Analytics: "mission analytics" / "efficiency"
+    if (lower.includes('mission analytics') || lower.includes('efficiency') && lower.includes('mission')) return 'get_mission_analytics'
+    // Analytics: "war analytics"
+    if (lower.includes('war analytics') || lower.includes('time left') && lower.includes('war')) return 'get_war_analytics'
+    // Analytics (mission stats / kills): single-call answers without arguments
+    if (lower.includes('mission success rate') || lower.includes('success rate') ||
+        lower.includes('bug kill') || lower.includes('terminid kill') ||
+        lower.includes('automaton kill') || lower.includes('mission analytics')) return 'get_mission_analytics'
+
+    // Raw / legacy
     if (lower.includes('war') || lower.includes('status')) return 'get_war_status'
     if (lower.includes('planet')) return 'get_planets'
     if (lower.includes('major order') || lower.includes('orders')) return 'get_campaign_info'
     if (lower.includes('faction')) return 'get_factions'
     if (lower.includes('biome')) return 'get_biomes'
     if (lower.includes('statistic') || lower.includes('stats')) return 'get_statistics'
-
-    // Default to war status if unsure
+
     return 'get_war_status'
   }