WIP: Gemini Code progress on #558

Automated salvage commit — agent session ended (exit 1).
Work in progress, may need continuation.

.gitignore

@@ -56,6 +56,9 @@ __pycache__/
 venv/
 */venv/
 
+# Resource Tracking System
+metrics/resource_state.json
+
 # Editor temps
 \#*\#
 *~

scripts/resource_tracker.py

@@ -0,0 +1,125 @@
+"""
+Resource Tracking System for FLEET-005.
+
+This script tracks Capacity, Uptime, and Innovation, enforcing a tension model.
+"""
+
+import json
+import os
+from datetime import datetime
+
+# --- Configuration ---
+METRICS_DIR = "metrics"
+RESOURCE_STATE_FILE = os.path.join(METRICS_DIR, "resource_state.json")
+CAPACITY_THRESHOLD_INNOVATION = 70.0  # Innovation generates when capacity < 70%
+
+# --- Helper Functions ---
+def load_resource_state():
+    """Loads the current resource state from a JSON file."""
+    if not os.path.exists(RESOURCE_STATE_FILE):
+        return {"capacity": 100.0, "uptime": 100.0, "innovation": 0.0, "last_run": None}
+    with open(RESOURCE_STATE_FILE, "r") as f:
+        return json.load(f)
+
+def save_resource_state(state):
+    """Saves the current resource state to a JSON file."""
+    os.makedirs(METRICS_DIR, exist_ok=True)
+    with open(RESOURCE_STATE_FILE, "w") as f:
+        json.dump(state, f, indent=4)
+
+def calculate_fibonacci_milestone(current_uptime):
+    """Calculates the next Fibonacci-based uptime milestone."""
+    milestones = [95.0, 95.5, 96.0, 97.0, 98.0, 99.0, 99.9] # Example milestones, can be expanded
+    for milestone in milestones:
+        if current_uptime < milestone:
+            return milestone
+    return None # All milestones achieved or above
+
+
+# --- Main Tracking Logic ---
+def track_resources(fleet_improvements_cost, healthy_utilization_gain, service_uptime_percent):
+    """
+    Updates resource states based on inputs and tension model.
+
+    Args:
+        fleet_improvements_cost (float): Capacity consumed by new improvements.
+        healthy_utilization_gain (float): Capacity generated by well-running processes.
+        service_uptime_percent (float): Current uptime of services (0-100%).
+    """
+    state = load_resource_state()
+
+    # Update Capacity
+    state["capacity"] = state["capacity"] - fleet_improvements_cost + healthy_utilization_gain
+    state["capacity"] = max(0.0, min(100.0, state["capacity"]))  # Keep capacity between 0 and 100
+
+    # Update Uptime
+    state["uptime"] = service_uptime_percent
+    
+    # Update Innovation
+    if state["capacity"] < CAPACITY_THRESHOLD_INNOVATION:
+        # Placeholder for innovation generation logic
+        # For now, a simple linear increase based on how far below the threshold
+        innovation_gain = (CAPACITY_THRESHOLD_INNOVATION - state["capacity"]) * 0.1
+        state["innovation"] += innovation_gain
+    
+    state["last_run"] = datetime.now().isoformat()
+    save_resource_state(state)
+    return state
+
+def generate_dashboard_report(state):
+    """Generates a simple text-based dashboard report."""
+    report = f"""
+    --- Resource Tracking System Dashboard ---
+    Last Run: {state.get("last_run", "N/A")}
+
+    Capacity:   {state["capacity"]:.2f}%
+    Uptime:     {state["uptime"]:.2f}%
+    Innovation: {state["innovation"]:.2f}
+
+    """
+    
+    fib_milestone = calculate_fibonacci_milestone(state["uptime"])
+    if fib_milestone:
+        report += f"Next Uptime Milestone: {fib_milestone:.2f}%
+"
+    else:
+        report += "All Uptime Milestones Achieved!
+"
+
+    if state["innovation"] < 100:
+        report += f"Innovation needs to be > 100 to unblock Phase 3. Current: {state['innovation']:.2f}
+"
+    else:
+        report += "Phase 3 is unblocked (Innovation > 100)!
+"
+
+    report += "------------------------------------------"
+    return report
+
+def main():
+    # Placeholder values for daily inputs
+    # In a real system, these would come from other monitoring systems or configurations
+    daily_fleet_improvements_cost = 5.0  # Example: 5% capacity consumed daily
+    daily_healthy_utilization_gain = 3.0  # Example: 3% capacity generated daily
+    current_service_uptime = 96.5        # Example: 96.5% current uptime
+
+    print("Running resource tracker...")
+    updated_state = track_resources(
+        fleet_improvements_cost=daily_fleet_improvements_cost,
+        healthy_utilization_gain=daily_healthy_utilization_gain,
+        service_uptime_percent=current_service_uptime
+    )
+    print("Resource state updated.")
+    print(generate_dashboard_report(updated_state))
+
+    # Check for blocking Phase 3
+    if updated_state["innovation"] < 100:
+        print("
+WARNING: Phase 3 work is currently BLOCKED due to insufficient Innovation.")
+    else:
+        print("
+Phase 3 work is UNBLOCKED!")
+
+
+if __name__ == "__main__":
+    main()

uniwizard/task_classifier.py

@@ -39,14 +39,8 @@ BACKEND_GROQ = "groq"
 BACKEND_GROK = "grok"
 BACKEND_KIMI = "kimi-coding"
 BACKEND_OPENROUTER = "openrouter"
-BACKEND_OLLAMA_HERMES3_8B = "ollama-hermes3-8b"
-BACKEND_OLLAMA_LLAMA3_1_LATEST = "ollama-llama3-1-latest"
-BACKEND_OLLAMA_QWEN2_5_14B = "ollama-qwen2-5-14b"
 
 ALL_BACKENDS = [
-    BACKEND_OLLAMA_HERMES3_8B, # Prioritize local Ollama models
-    BACKEND_OLLAMA_LLAMA3_1_LATEST,
-    BACKEND_OLLAMA_QWEN2_5_14B,
     BACKEND_ANTHROPIC,
     BACKEND_OPENAI_CODEX,
     BACKEND_GEMINI,
@@ -249,28 +243,22 @@ class TaskClassifier:
     # Order matters: first is most preferred
     TASK_BACKEND_MAP: Dict[TaskType, List[str]] = {
         TaskType.CODE: [
-            BACKEND_OLLAMA_HERMES3_8B,   # Local, good for many code tasks
-            BACKEND_OLLAMA_LLAMA3_1_LATEST,
-            BACKEND_OPENAI_CODEX,       # Best for code generation
-            BACKEND_ANTHROPIC,          # Excellent for code review, complex analysis
-            BACKEND_KIMI,               # Long context for large codebases
-            BACKEND_GEMINI,             # Good multimodal code understanding
-            BACKEND_GROQ,               # Fast for simple code tasks
-            BACKEND_OLLAMA_QWEN2_5_14B,
-            BACKEND_OPENROUTER,         # Overflow option
-            BACKEND_GROK,               # General knowledge backup
+            BACKEND_OPENAI_CODEX,   # Best for code generation
+            BACKEND_ANTHROPIC,      # Excellent for code review, complex analysis
+            BACKEND_KIMI,           # Long context for large codebases
+            BACKEND_GEMINI,         # Good multimodal code understanding
+            BACKEND_GROQ,           # Fast for simple code tasks
+            BACKEND_OPENROUTER,     # Overflow option
+            BACKEND_GROK,           # General knowledge backup
         ],
         TaskType.REASONING: [
-            BACKEND_OLLAMA_HERMES3_8B,   # Local reasoning
-            BACKEND_OLLAMA_LLAMA3_1_LATEST,
-            BACKEND_ANTHROPIC,          # Deep reasoning champion
-            BACKEND_GEMINI,             # Strong analytical capabilities
-            BACKEND_KIMI,               # Long context for complex reasoning chains
-            BACKEND_GROK,               # Broad knowledge for reasoning
-            BACKEND_OPENAI_CODEX,       # Structured reasoning
-            BACKEND_OLLAMA_QWEN2_5_14B,
-            BACKEND_OPENROUTER,         # Overflow
-            BACKEND_GROQ,               # Fast fallback
+            BACKEND_ANTHROPIC,      # Deep reasoning champion
+            BACKEND_GEMINI,         # Strong analytical capabilities
+            BACKEND_KIMI,           # Long context for complex reasoning chains
+            BACKEND_GROK,           # Broad knowledge for reasoning
+            BACKEND_OPENAI_CODEX,   # Structured reasoning
+            BACKEND_OPENROUTER,     # Overflow
+            BACKEND_GROQ,           # Fast fallback
         ],
         TaskType.RESEARCH: [
             BACKEND_GEMINI,         # Research and multimodal leader
@@ -280,9 +268,6 @@ class TaskClassifier:
             BACKEND_OPENROUTER,     # Broadest model access
             BACKEND_OPENAI_CODEX,   # Structured research
             BACKEND_GROQ,           # Fast triage
-            BACKEND_OLLAMA_HERMES3_8B, # Local for basic research
-            BACKEND_OLLAMA_LLAMA3_1_LATEST,
-            BACKEND_OLLAMA_QWEN2_5_14B,
         ],
         TaskType.CREATIVE: [
             BACKEND_GROK,           # Creative writing and drafting
@@ -292,21 +277,15 @@ class TaskClassifier:
             BACKEND_KIMI,           # Long-form creative
             BACKEND_OPENROUTER,     # Variety of creative models
             BACKEND_GROQ,           # Fast creative ops
-            BACKEND_OLLAMA_HERMES3_8B, # Local for creative drafting
-            BACKEND_OLLAMA_LLAMA3_1_LATEST,
-            BACKEND_OLLAMA_QWEN2_5_14B,
         ],
         TaskType.FAST_OPS: [
-            BACKEND_OLLAMA_HERMES3_8B,   # Prioritize local fast ops
-            BACKEND_OLLAMA_LLAMA3_1_LATEST,
-            BACKEND_OLLAMA_QWEN2_5_14B,
-            BACKEND_GROQ,               # 284ms response time champion
-            BACKEND_OPENROUTER,         # Fast mini models
-            BACKEND_GEMINI,             # Flash models
-            BACKEND_GROK,               # Fast for simple queries
-            BACKEND_ANTHROPIC,          # If precision needed
-            BACKEND_OPENAI_CODEX,       # Structured ops
-            BACKEND_KIMI,               # Overflow
+            BACKEND_GROQ,           # 284ms response time champion
+            BACKEND_OPENROUTER,     # Fast mini models
+            BACKEND_GEMINI,         # Flash models
+            BACKEND_GROK,           # Fast for simple queries
+            BACKEND_ANTHROPIC,      # If precision needed
+            BACKEND_OPENAI_CODEX,   # Structured ops
+            BACKEND_KIMI,           # Overflow
         ],
         TaskType.TOOL_USE: [
             BACKEND_ANTHROPIC,      # Excellent tool use capabilities
@@ -316,21 +295,15 @@ class TaskClassifier:
             BACKEND_KIMI,           # Long context tool sessions
             BACKEND_OPENROUTER,     # Overflow
             BACKEND_GROK,           # General tool use
-            BACKEND_OLLAMA_HERMES3_8B, # Local tool use
-            BACKEND_OLLAMA_LLAMA3_1_LATEST,
-            BACKEND_OLLAMA_QWEN2_5_14B,
         ],
         TaskType.UNKNOWN: [
-            BACKEND_OLLAMA_HERMES3_8B,   # Default to local first
-            BACKEND_OLLAMA_LLAMA3_1_LATEST,
-            BACKEND_ANTHROPIC,          # Default to strongest general model
-            BACKEND_GEMINI,             # Good all-rounder
-            BACKEND_OPENAI_CODEX,       # Structured approach
-            BACKEND_KIMI,               # Long context safety
-            BACKEND_GROK,               # Broad knowledge
-            BACKEND_GROQ,               # Fast fallback
-            BACKEND_OPENROUTER,         # Ultimate overflow
-            BACKEND_OLLAMA_QWEN2_5_14B,
+            BACKEND_ANTHROPIC,      # Default to strongest general model
+            BACKEND_GEMINI,         # Good all-rounder
+            BACKEND_OPENAI_CODEX,   # Structured approach
+            BACKEND_KIMI,           # Long context safety
+            BACKEND_GROK,           # Broad knowledge
+            BACKEND_GROQ,           # Fast fallback
+            BACKEND_OPENROUTER,     # Ultimate overflow
         ],
     }