Add Cece Ultra - Full Stack Cognition System

Implements the complete Alexa–Cece Ultraprompt cognitive framework across all layers of BlackRoad OS. ## Documentation - docs/CECE_ULTRAPROMPT.md: Complete framework documentation - docs/prompts/cece-ultra-raw.md: Raw prompt for copy/paste - .claude/commands/cece-ultra.md: Slash command definition ## Agent System - agents/categories/cognition/: New cognition agent category - agents/categories/cognition/cece_ultra.py: Full agent implementation - 15-step cognitive pipeline (🚨 → ⭐) - 6-module architecture layer (Structure, Prioritize, Translate, Stabilize, Project-Manage, Loopback) - Multi-agent orchestration (sequential, parallel, recursive) ## Backend API - backend/app/routers/cece.py: Complete API router - POST /api/cece/cognition: Run full cognition - GET /api/cece/cognition/{id}: Retrieve results - GET /api/cece/cognition/history: List executions - POST /api/cece/cognition/analyze: Quick analysis - Database integration using existing cognition models ## Frontend - backend/static/js/apps/ceceultra.js: Interactive UI app - 4 result tabs: Pipeline, Architecture, Action Plan, Summary - Execution history browser - Quick analysis mode - Desktop icon (🟣) and Start menu integration - Window management integration ## Integration - backend/app/main.py: Router and OpenAPI tag added - backend/static/index.html: Desktop icon, window, Start menu, script loading ## Features ✅ 15-step cognitive pipeline with emoji-coded stages ✅ 6-module architecture layer ✅ Multi-agent orchestration ✅ Input normalization (emotional payload, urgency, vibe) ✅ Database persistence ✅ Execution history ✅ Quick analysis mode ✅ Windows 95-inspired UI ✅ Slash command support (/cece-ultra) ✅ Full API documentation This implements the "Alexa x Cece MAXIMUM POWER Prompt" as requested, integrating cognition + architecture + orchestration across the entire BlackRoad Operating System stack.
2026-03-17 05:57:21 -05:00 · 2025-11-18 13:22:02 +00:00
parent cfba6d184d
commit 7b96793d90
9 changed files with 2380 additions and 3 deletions
--- a/backend/static/js/apps/ceceultra.js
+++ b/backend/static/js/apps/ceceultra.js
@@ -0,0 +1,521 @@
+/**
+ * Cece Ultra - Full Stack Cognition Interface
+ *
+ * Interactive dashboard for the Cece Ultra cognitive processing engine.
+ * Provides:
+ * - Input normalization visualization
+ * - 15-step cognitive pipeline tracking
+ * - Architecture layer visualization
+ * - Multi-agent orchestration display
+ * - Execution history
+ */
+
+window.Apps = window.Apps || {};
+
+window.Apps.CeceUltra = {
+  // State
+  currentExecution: null,
+  executionHistory: [],
+  isProcessing: false,
+
+  /**
+   * Initialize Cece Ultra app
+   */
+  init() {
+    console.log('💜 Cece Ultra initialized');
+    this.render();
+    this.loadHistory();
+  },
+
+  /**
+   * Render main UI
+   */
+  render() {
+    const container = document.getElementById('ceceultra-container');
+    if (!container) {
+      console.error('Cece Ultra container not found');
+      return;
+    }
+
+    container.innerHTML = `
+      <div style="padding: 20px; font-family: 'MS Sans Serif', Arial, sans-serif; background: #008080; min-height: 100%;">
+        <!-- Header -->
+        <div style="margin-bottom: 20px; padding: 15px; background: linear-gradient(180deg, #800080, #c000c0); color: white; border-radius: 4px; box-shadow: 2px 2px 5px rgba(0,0,0,0.3);">
+          <h1 style="margin: 0; font-size: 20px;">🟣 Cece Ultra</h1>
+          <p style="margin: 5px 0 0 0; font-size: 12px; opacity: 0.95;">Full Stack Cognition Engine v1.0</p>
+        </div>
+
+        <!-- Input Section -->
+        <div style="margin-bottom: 20px; padding: 15px; background: #ffffff; border: 3px solid #800080; border-radius: 4px;">
+          <h2 style="margin: 0 0 10px 0; font-size: 14px; color: #800080;">🎯 Input</h2>
+          <textarea id="cece-input" placeholder="Enter your question, thought, or challenge... (e.g., 'I'm overwhelmed with this project 😭')"
+            style="width: 100%; height: 80px; padding: 8px; border: 2px solid #808080; font-family: 'MS Sans Serif'; font-size: 12px; resize: vertical;"></textarea>
+
+          <div style="margin-top: 10px; display: flex; gap: 10px; align-items: center;">
+            <select id="cece-mode" style="padding: 5px; border: 2px solid #808080; font-family: 'MS Sans Serif'; font-size: 11px;">
+              <option value="full_stack">Full Stack</option>
+              <option value="quick">Quick</option>
+              <option value="deep_dive">Deep Dive</option>
+            </select>
+
+            <label style="font-size: 11px; display: flex; align-items: center; gap: 5px;">
+              <input type="checkbox" id="cece-orchestrate" />
+              Enable Multi-Agent Orchestration
+            </label>
+
+            <button onclick="window.Apps.CeceUltra.runCognition()"
+              style="padding: 8px 16px; background: #800080; color: white; border: 2px outset #c000c0; cursor: pointer; font-family: 'MS Sans Serif'; font-weight: bold; margin-left: auto;">
+              🟣 Run Cognition
+            </button>
+
+            <button onclick="window.Apps.CeceUltra.quickAnalysis()"
+              style="padding: 8px 16px; background: #c0c0c0; border: 2px outset #ffffff; cursor: pointer; font-family: 'MS Sans Serif';">
+              ⚡ Quick Analysis
+            </button>
+          </div>
+        </div>
+
+        <!-- Status Bar -->
+        <div id="cece-status" style="margin-bottom: 15px; padding: 10px; background: #c0c0c0; border: 2px solid #808080; font-size: 11px; display: none;">
+          <span id="cece-status-text">Ready</span>
+        </div>
+
+        <!-- Results Tabs -->
+        <div id="cece-results" style="display: none;">
+          <!-- Tab Navigation -->
+          <div style="display: flex; gap: 5px; margin-bottom: -2px;">
+            <button onclick="window.Apps.CeceUltra.switchTab('pipeline')" id="tab-pipeline"
+              style="padding: 6px 12px; background: #800080; color: white; border: 2px solid #800080; border-bottom: none; cursor: pointer; font-family: 'MS Sans Serif'; font-size: 11px;">
+              🧠 Pipeline
+            </button>
+            <button onclick="window.Apps.CeceUltra.switchTab('architecture')" id="tab-architecture"
+              style="padding: 6px 12px; background: #c0c0c0; border: 2px solid #808080; border-bottom: none; cursor: pointer; font-family: 'MS Sans Serif'; font-size: 11px;">
+              🛠️ Architecture
+            </button>
+            <button onclick="window.Apps.CeceUltra.switchTab('action')" id="tab-action"
+              style="padding: 6px 12px; background: #c0c0c0; border: 2px solid #808080; border-bottom: none; cursor: pointer; font-family: 'MS Sans Serif'; font-size: 11px;">
+              📋 Action Plan
+            </button>
+            <button onclick="window.Apps.CeceUltra.switchTab('summary')" id="tab-summary"
+              style="padding: 6px 12px; background: #c0c0c0; border: 2px solid #808080; border-bottom: none; cursor: pointer; font-family: 'MS Sans Serif'; font-size: 11px;">
+              🌿 Summary
+            </button>
+          </div>
+
+          <!-- Tab Content -->
+          <div style="background: #ffffff; border: 3px solid #800080; padding: 15px; min-height: 300px;">
+            <div id="tab-content-pipeline" class="tab-content">Loading...</div>
+            <div id="tab-content-architecture" class="tab-content" style="display: none;">Loading...</div>
+            <div id="tab-content-action" class="tab-content" style="display: none;">Loading...</div>
+            <div id="tab-content-summary" class="tab-content" style="display: none;">Loading...</div>
+          </div>
+        </div>
+
+        <!-- Execution History -->
+        <div style="margin-top: 20px; padding: 15px; background: #ffffff; border: 3px solid #800080; border-radius: 4px;">
+          <h2 style="margin: 0 0 10px 0; font-size: 14px; color: #800080;">📜 Execution History</h2>
+          <div id="cece-history" style="max-height: 200px; overflow-y: auto; font-size: 11px;">
+            Loading history...
+          </div>
+        </div>
+
+        <!-- Info Footer -->
+        <div style="margin-top: 20px; padding: 10px; background: rgba(255,255,255,0.2); border-radius: 4px; font-size: 10px; color: white;">
+          <strong>Invocation:</strong> "Cece, run cognition." |
+          <strong>Docs:</strong> /docs/CECE_ULTRAPROMPT.md |
+          <strong>Slash Command:</strong> /cece-ultra
+        </div>
+      </div>
+    `;
+  },
+
+  /**
+   * Switch between result tabs
+   */
+  switchTab(tabName) {
+    // Update button styles
+    const tabs = ['pipeline', 'architecture', 'action', 'summary'];
+    tabs.forEach(tab => {
+      const btn = document.getElementById(`tab-${tab}`);
+      const content = document.getElementById(`tab-content-${tab}`);
+
+      if (tab === tabName) {
+        btn.style.background = '#800080';
+        btn.style.color = 'white';
+        btn.style.border = '2px solid #800080';
+        content.style.display = 'block';
+      } else {
+        btn.style.background = '#c0c0c0';
+        btn.style.color = 'black';
+        btn.style.border = '2px solid #808080';
+        content.style.display = 'none';
+      }
+    });
+  },
+
+  /**
+   * Run full cognition
+   */
+  async runCognition() {
+    const input = document.getElementById('cece-input').value.trim();
+    if (!input) {
+      alert('Please enter some input to process');
+      return;
+    }
+
+    const mode = document.getElementById('cece-mode').value;
+    const orchestrate = document.getElementById('cece-orchestrate').checked;
+
+    this.showStatus('🟣 Running full stack cognition...', true);
+    this.isProcessing = true;
+
+    try {
+      const response = await fetch('/api/cece/cognition', {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/json' },
+        body: JSON.stringify({
+          input,
+          mode,
+          orchestrate,
+          save_to_memory: true,
+          context: {
+            source: 'ceceultra-app',
+            timestamp: new Date().toISOString()
+          }
+        })
+      });
+
+      if (!response.ok) {
+        throw new Error(`HTTP ${response.status}: ${await response.text()}`);
+      }
+
+      const result = await response.json();
+      this.currentExecution = result;
+
+      this.showStatus('✅ Cognition complete!', false);
+      this.displayResults(result);
+      this.loadHistory();
+
+    } catch (error) {
+      console.error('Cognition error:', error);
+      this.showStatus(`❌ Error: ${error.message}`, false);
+      alert(`Cognition failed: ${error.message}`);
+    } finally {
+      this.isProcessing = false;
+    }
+  },
+
+  /**
+   * Quick analysis (lightweight)
+   */
+  async quickAnalysis() {
+    const input = document.getElementById('cece-input').value.trim();
+    if (!input) {
+      alert('Please enter some input to analyze');
+      return;
+    }
+
+    this.showStatus('⚡ Running quick analysis...', true);
+
+    try {
+      const response = await fetch('/api/cece/cognition/analyze', {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/json' },
+        body: JSON.stringify({
+          input,
+          focus: 'emotional'
+        })
+      });
+
+      if (!response.ok) {
+        throw new Error(`HTTP ${response.status}: ${await response.text()}`);
+      }
+
+      const result = await response.json();
+
+      this.showStatus('✅ Analysis complete!', false);
+
+      // Display quick analysis in alert
+      const summary = `
+Quick Analysis Results:
+
+Emotional Payload: ${result.emotional_payload}
+Urgency: ${result.urgency}
+Vibe: ${result.vibe}
+
+Suggestions:
+${result.suggestions.map((s, i) => `${i+1}. ${s}`).join('\n')}
+      `.trim();
+
+      alert(summary);
+
+    } catch (error) {
+      console.error('Analysis error:', error);
+      this.showStatus(`❌ Error: ${error.message}`, false);
+      alert(`Analysis failed: ${error.message}`);
+    }
+  },
+
+  /**
+   * Display cognition results
+   */
+  displayResults(result) {
+    const resultsDiv = document.getElementById('cece-results');
+    resultsDiv.style.display = 'block';
+
+    // Pipeline tab
+    this.renderPipeline(result.cognitive_pipeline, result.normalized_input);
+
+    // Architecture tab
+    this.renderArchitecture(result.architecture_output);
+
+    // Action plan tab
+    this.renderActionPlan(result.action_plan);
+
+    // Summary tab
+    this.renderSummary(result);
+
+    // Switch to pipeline tab
+    this.switchTab('pipeline');
+  },
+
+  /**
+   * Render cognitive pipeline visualization
+   */
+  renderPipeline(pipeline, normalizedInput) {
+    const container = document.getElementById('tab-content-pipeline');
+
+    const steps = [
+      { emoji: '🚨', label: 'Not Ok', key: 'trigger' },
+      { emoji: '❓', label: 'Why', key: 'root_cause' },
+      { emoji: '⚡', label: 'Impulse', key: 'impulse' },
+      { emoji: '🪞', label: 'Reflect', key: 'reflection' },
+      { emoji: '⚔️', label: 'Argue', key: 'challenge' },
+      { emoji: '🔁', label: 'Counterpoint', key: 'counterpoint' },
+      { emoji: '🎯', label: 'Determine', key: 'determination' },
+      { emoji: '🧐', label: 'Question', key: 'question' },
+      { emoji: '⚖️', label: 'Offset Bias', key: 'bias_offset' },
+      { emoji: '🧱', label: 'Reground', key: 'values_alignment' },
+      { emoji: '✍️', label: 'Clarify', key: 'clarification' },
+      { emoji: '♻️', label: 'Restate', key: 'restatement' },
+      { emoji: '🔎', label: 'Clarify Again', key: 'final_clarification' },
+      { emoji: '🤝', label: 'Validate', key: 'validation' },
+      { emoji: '⭐', label: 'Final', key: 'final_answer' }
+    ];
+
+    const stepsHTML = steps.map(step => `
+      <div style="margin-bottom: 15px; padding: 10px; background: #f0f0f0; border-left: 4px solid #800080;">
+        <div style="font-weight: bold; color: #800080; margin-bottom: 5px;">
+          ${step.emoji} ${step.label}
+        </div>
+        <div style="font-size: 11px; color: #333;">
+          ${pipeline[step.key] || 'N/A'}
+        </div>
+      </div>
+    `).join('');
+
+    container.innerHTML = `
+      <div style="margin-bottom: 15px; padding: 10px; background: #e6e6fa; border: 2px solid #800080;">
+        <h3 style="margin: 0 0 10px 0; font-size: 13px; color: #800080;">🔮 Normalized Input</h3>
+        <div style="font-size: 11px;">
+          <strong>Real Question:</strong> ${normalizedInput.real_question}<br>
+          <strong>Emotional Payload:</strong> ${normalizedInput.emotional_payload}<br>
+          <strong>Urgency:</strong> ${normalizedInput.urgency}<br>
+          <strong>Vibe:</strong> ${normalizedInput.vibe}
+        </div>
+      </div>
+
+      <h3 style="margin: 0 0 10px 0; font-size: 13px; color: #800080;">🧠 15-Step Pipeline</h3>
+      ${stepsHTML}
+
+      <div style="margin-top: 15px; padding: 10px; background: #e6e6fa; border: 2px solid #800080;">
+        <strong>Emotional State:</strong> ${pipeline.emotional_state_before} → ${pipeline.emotional_state_after}<br>
+        <strong>Confidence:</strong> ${(pipeline.confidence * 100).toFixed(0)}%
+      </div>
+    `;
+  },
+
+  /**
+   * Render architecture layer visualization
+   */
+  renderArchitecture(architecture) {
+    const container = document.getElementById('tab-content-architecture');
+
+    container.innerHTML = `
+      <h3 style="margin: 0 0 10px 0; font-size: 13px; color: #800080;">🛠️ Architecture Layer</h3>
+
+      ${architecture.structure ? `
+        <div style="margin-bottom: 15px; padding: 10px; background: #e6f3ff; border-left: 4px solid #0066cc;">
+          <div style="font-weight: bold; color: #0066cc; margin-bottom: 5px;">🟦 Structure</div>
+          <pre style="font-size: 10px; margin: 0; overflow-x: auto;">${JSON.stringify(architecture.structure, null, 2)}</pre>
+        </div>
+      ` : ''}
+
+      ${architecture.priorities ? `
+        <div style="margin-bottom: 15px; padding: 10px; background: #ffe6e6; border-left: 4px solid #cc0000;">
+          <div style="font-weight: bold; color: #cc0000; margin-bottom: 5px;">🟥 Priorities</div>
+          <pre style="font-size: 10px; margin: 0; overflow-x: auto;">${JSON.stringify(architecture.priorities, null, 2)}</pre>
+        </div>
+      ` : ''}
+
+      ${architecture.translation ? `
+        <div style="margin-bottom: 15px; padding: 10px; background: #e6ffe6; border-left: 4px solid #009900;">
+          <div style="font-weight: bold; color: #009900; margin-bottom: 5px;">🟩 Translation</div>
+          <pre style="font-size: 10px; margin: 0; overflow-x: auto;">${JSON.stringify(architecture.translation, null, 2)}</pre>
+        </div>
+      ` : ''}
+
+      ${architecture.stabilization ? `
+        <div style="margin-bottom: 15px; padding: 10px; background: #f0e6ff; border-left: 4px solid #6600cc;">
+          <div style="font-weight: bold; color: #6600cc; margin-bottom: 5px;">🟪 Stabilization</div>
+          <pre style="font-size: 10px; margin: 0; overflow-x: auto;">${JSON.stringify(architecture.stabilization, null, 2)}</pre>
+        </div>
+      ` : ''}
+
+      ${architecture.project_plan ? `
+        <div style="margin-bottom: 15px; padding: 10px; background: #ffffcc; border-left: 4px solid #cc9900;">
+          <div style="font-weight: bold; color: #cc9900; margin-bottom: 5px;">🟨 Project Plan</div>
+          <pre style="font-size: 10px; margin: 0; overflow-x: auto;">${JSON.stringify(architecture.project_plan, null, 2)}</pre>
+        </div>
+      ` : ''}
+
+      <div style="margin-top: 15px; padding: 10px; background: #ffe6cc; border: 2px solid #ff9900;">
+        <strong>🟧 Loopback Needed:</strong> ${architecture.loopback_needed ? 'Yes' : 'No'}
+      </div>
+    `;
+  },
+
+  /**
+   * Render action plan
+   */
+  renderActionPlan(actionPlan) {
+    const container = document.getElementById('tab-content-action');
+
+    const stepsHTML = actionPlan.map((step, index) => `
+      <div style="margin-bottom: 10px; padding: 8px; background: #f9f9f9; border-left: 3px solid #800080;">
+        ${step}
+      </div>
+    `).join('');
+
+    container.innerHTML = `
+      <h3 style="margin: 0 0 10px 0; font-size: 13px; color: #800080;">🪜 Action Plan</h3>
+      ${stepsHTML || '<p style="color: #666;">No action plan generated</p>'}
+    `;
+  },
+
+  /**
+   * Render stable summary
+   */
+  renderSummary(result) {
+    const container = document.getElementById('tab-content-summary');
+
+    container.innerHTML = `
+      <h3 style="margin: 0 0 10px 0; font-size: 13px; color: #800080;">🌿 Stable Summary</h3>
+      <div style="padding: 15px; background: #f0f0f0; border: 2px solid #800080; line-height: 1.6;">
+        ${result.stable_summary}
+      </div>
+
+      ${result.orchestration ? `
+        <h3 style="margin: 20px 0 10px 0; font-size: 13px; color: #800080;">👥 Multi-Agent Orchestration</h3>
+        <div style="padding: 10px; background: #e6e6fa; border: 2px solid #800080;">
+          <strong>Mode:</strong> ${result.orchestration.orchestration_mode}<br>
+          <strong>Agents Used:</strong> ${result.orchestration.agents_used.join(', ')}<br>
+          <strong>Chain:</strong> ${result.orchestration.chain_of_thought}
+        </div>
+      ` : ''}
+
+      <h3 style="margin: 20px 0 10px 0; font-size: 13px; color: #800080;">🎁 Extras</h3>
+      <pre style="font-size: 10px; background: #f9f9f9; padding: 10px; border: 1px solid #ddd; overflow-x: auto;">${JSON.stringify(result.extras, null, 2)}</pre>
+
+      <div style="margin-top: 20px; padding: 10px; background: #fff3cd; border: 2px solid #ffc107;">
+        <strong>Execution ID:</strong> ${result.execution_id}<br>
+        <strong>Status:</strong> ${result.status}<br>
+        <strong>Timestamp:</strong> ${new Date(result.timestamp).toLocaleString()}
+      </div>
+    `;
+  },
+
+  /**
+   * Load execution history
+   */
+  async loadHistory() {
+    const container = document.getElementById('cece-history');
+
+    try {
+      const response = await fetch('/api/cece/cognition/history?limit=10');
+      if (!response.ok) {
+        throw new Error('Failed to load history');
+      }
+
+      const history = await response.json();
+      this.executionHistory = history;
+
+      if (history.length === 0) {
+        container.innerHTML = '<p style="color: #666; font-style: italic;">No execution history yet</p>';
+        return;
+      }
+
+      const historyHTML = history.map(exec => `
+        <div style="margin-bottom: 8px; padding: 8px; background: #f9f9f9; border-left: 3px solid ${
+          exec.status === 'completed' ? '#00cc00' : '#cc0000'
+        }; cursor: pointer;" onclick="window.Apps.CeceUltra.loadExecution('${exec.execution_id}')">
+          <div style="font-size: 10px; color: #666;">${new Date(exec.started_at).toLocaleString()}</div>
+          <div style="font-size: 11px; margin-top: 3px;">${exec.input_preview}</div>
+          <div style="font-size: 10px; color: #666; margin-top: 3px;">
+            Status: ${exec.status} |
+            Duration: ${exec.duration_seconds ? exec.duration_seconds.toFixed(2) + 's' : 'N/A'} |
+            Confidence: ${exec.confidence ? (exec.confidence * 100).toFixed(0) + '%' : 'N/A'}
+          </div>
+        </div>
+      `).join('');
+
+      container.innerHTML = historyHTML;
+
+    } catch (error) {
+      console.error('Error loading history:', error);
+      container.innerHTML = '<p style="color: red;">Error loading history</p>';
+    }
+  },
+
+  /**
+   * Load specific execution from history
+   */
+  async loadExecution(executionId) {
+    this.showStatus('📥 Loading execution...', true);
+
+    try {
+      const response = await fetch(`/api/cece/cognition/${executionId}`);
+      if (!response.ok) {
+        throw new Error('Failed to load execution');
+      }
+
+      const result = await response.json();
+      this.currentExecution = result;
+
+      this.showStatus('✅ Execution loaded!', false);
+      this.displayResults(result);
+
+    } catch (error) {
+      console.error('Error loading execution:', error);
+      this.showStatus(`❌ Error: ${error.message}`, false);
+      alert(`Failed to load execution: ${error.message}`);
+    }
+  },
+
+  /**
+   * Show status message
+   */
+  showStatus(message, isLoading) {
+    const statusDiv = document.getElementById('cece-status');
+    const statusText = document.getElementById('cece-status-text');
+
+    statusText.textContent = message;
+    statusDiv.style.display = 'block';
+
+    if (!isLoading) {
+      setTimeout(() => {
+        statusDiv.style.display = 'none';
+      }, 3000);
+    }
+  }
+};