1 files changed, 295 insertions, 0 deletions
diff --git a/bash/computer b/bash/computer
new file mode 100755
index 0000000..e5aa36d
--- /dev/null
+++ b/bash/computer
@@ -0,0 +1,295 @@
+#!/bin/bash
+
+# Get the directory where this script is located
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+
+# Computer Dispatch System
+# This script intelligently routes prompts to the most appropriate thinking mechanism
+# or directly to Ollama based on complexity, question type, and user intent.
+#
+# APPLICATION LOGIC:
+# The computer dispatch system implements an intelligent routing mechanism that
+# analyzes user prompts and determines the optimal response strategy. The system
+# operates through three distinct phases designed to maximize response quality:
+#
+# PHASE 1 - PROMPT ANALYSIS:
+#   - Analyzes prompt complexity, length, and question type
+#   - Identifies user intent and specific keywords
+#   - Determines if direct Ollama response is appropriate
+#   - Classifies prompts into response categories
+#
+# PHASE 2 - MECHANISM SELECTION:
+#   - Routes to appropriate thinking mechanism based on classification
+#   - Uses decision tree with keywords for clear cases
+#   - Considers prompt complexity and user intent
+#   - Falls back to direct Ollama for simple cases
+#
+# PHASE 3 - RESPONSE EXECUTION:
+#   - Executes the selected mechanism or direct Ollama call
+#   - Maintains transparency about the routing decision
+#   - Provides consistent output format regardless of mechanism
+#   - Logs the decision process for analysis
+#
+# DISPATCH MODELING:
+# The system applies intelligent routing principles to AI response generation:
+#   - Prompt classification helps match complexity to appropriate mechanism
+#   - Keyword analysis identifies specific user needs and intent
+#   - Decision tree provides consistent, predictable routing logic
+#   - Direct Ollama routing handles simple cases efficiently
+#   - Transparency shows users how their prompt was processed
+#   - The system may improve response quality by using specialized mechanisms
+#
+# The dispatch process emphasizes efficiency and appropriateness,
+# ensuring users get the best possible response for their specific needs.
+# The system balances speed with depth based on prompt characteristics.
+
+# --- Model Configuration ---
+DEFAULT_MODEL="gemma3n:e2b"
+
+# --- Defaults ---
+DEFAULT_ROUNDS=2
+
+# --- Argument Validation ---
+if [ "$#" -lt 1 ]; then
+    echo -e "\n\tComputer"
+    echo -e "\tThis script intelligently routes prompts to the most appropriate thinking mechanism"
+    echo -e "\tor directly to Ollama based on complexity, question type, and user intent."
+    echo -e "\n\tUsage: $0 [-f <file_path>] [-d] \"<your prompt>\" [number_of_rounds]"
+    echo -e "\n\tExample: $0 -f ./input.txt \"Please analyze this text\" 2"
+    echo -e "\n\tIf number_of_rounds is not provided, the program will default to $DEFAULT_ROUNDS rounds."
+    echo -e "\n\t-f <file_path> (optional): Append the contents of the file to the prompt."
+    echo -e "\n\t-d (optional): Force direct Ollama response (bypass thinking mechanisms)."
+    echo -e "\n"
+    exit 1
+fi
+
+# --- Argument Parsing ---
+FILE_PATH=""
+FORCE_DIRECT=false
+while getopts "f:d" opt; do
+  case $opt in
+    f)
+      FILE_PATH="$OPTARG"
+      ;;
+    d)
+      FORCE_DIRECT=true
+      ;;
+    *)
+      echo "Invalid option: -$OPTARG" >&2
+      exit 1
+      ;;
+  esac
+done
+shift $((OPTIND -1))
+
+PROMPT="$1"
+if [ -z "$2" ]; then
+    ROUNDS=$DEFAULT_ROUNDS
+else
+    ROUNDS=$2
+fi
+
+# If file path is provided, append its contents to the prompt
+if [ -n "$FILE_PATH" ]; then
+    if [ ! -f "$FILE_PATH" ]; then
+        echo "File not found: $FILE_PATH" >&2
+        exit 1
+    fi
+    FILE_CONTENTS=$(cat "$FILE_PATH")
+    PROMPT="$PROMPT\n[FILE CONTENTS]\n$FILE_CONTENTS\n[END FILE]"
+fi
+
+# Source the logging system using absolute path
+source "${SCRIPT_DIR}/logging.sh"
+
+# --- File Initialization ---
+# Create a temporary directory if it doesn't exist
+mkdir -p ~/tmp
+# Create a unique file for this session based on the timestamp
+SESSION_FILE=~/tmp/computer_$(date +%Y%m%d_%H%M%S).txt
+
+# Initialize timing
+SESSION_ID=$(generate_session_id)
+start_timer "$SESSION_ID" "computer"
+
+echo "Computer Dispatch Session Log: ${SESSION_FILE}"
+echo "---------------------------------"
+
+# Store the initial user prompt in the session file
+echo "USER PROMPT: ${PROMPT}" >> "${SESSION_FILE}"
+echo "FORCE DIRECT: ${FORCE_DIRECT}" >> "${SESSION_FILE}"
+echo "" >> "${SESSION_FILE}"
+
+# --- Prompt Analysis Function ---
+analyze_prompt() {
+    local prompt="$1"
+    local analysis=""
+    
+    # Check for direct Ollama requests
+    if [[ "$prompt" =~ (direct|simple|quick|fast|straight) ]]; then
+        analysis="DIRECT"
+        return
+    fi
+    
+    # Check prompt length (simple heuristic for complexity)
+    local word_count=$(echo "$prompt" | wc -w)
+    
+    # Very short prompts (likely simple questions)
+    if [ "$word_count" -le 5 ]; then
+        analysis="DIRECT"
+        return
+    fi
+    
+    # Keyword-based classification
+    if [[ "$prompt" =~ (consensus|agree|disagree|vote|multiple|perspectives|opinions) ]]; then
+        analysis="CONSENSUS"
+    elif [[ "$prompt" =~ (synthesize|combine|integrate|unify|merge|consolidate) ]]; then
+        analysis="SYNTHESIS"
+    elif [[ "$prompt" =~ (explore|paths|alternatives|options|compare|strategies|approaches) ]]; then
+        analysis="EXPLORATION"
+    elif [[ "$prompt" =~ (analyze|examine|explore|investigate|deep|thorough|comprehensive) ]]; then
+        analysis="SOCRATIC"
+    elif [[ "$prompt" =~ (improve|refine|edit|revise|better|enhance|polish|fix) ]]; then
+        analysis="CRITIQUE"
+    elif [[ "$prompt" =~ (review|feedback|peer|collaborate|suggest|advice) ]]; then
+        analysis="PEER_REVIEW"
+    else
+        # Default to direct for unclear cases
+        analysis="DIRECT"
+    fi
+    
+    echo "$analysis"
+}
+
+# --- Mechanism Selection ---
+echo "Analyzing prompt and selecting mechanism..."
+echo "PROMPT ANALYSIS:" >> "${SESSION_FILE}"
+
+if [ "$FORCE_DIRECT" = true ]; then
+    MECHANISM="DIRECT"
+    REASON="User requested direct response with -d flag"
+else
+    MECHANISM=$(analyze_prompt "$PROMPT")
+    case "$MECHANISM" in
+        "DIRECT")
+            REASON="Simple prompt or direct request"
+            ;;
+        "CONSENSUS")
+            REASON="Multiple perspectives or consensus needed"
+            ;;
+        "SYNTHESIS")
+            REASON="Integration of multiple approaches needed"
+            ;;
+        "EXPLORATION")
+            REASON="Systematic exploration of alternatives needed"
+            ;;
+        "SOCRATIC")
+            REASON="Deep analysis or exploration required"
+            ;;
+        "CRITIQUE")
+            REASON="Improvement or refinement requested"
+            ;;
+        "PEER_REVIEW")
+            REASON="Collaborative review or feedback needed"
+            ;;
+        *)
+            REASON="Default fallback"
+            MECHANISM="DIRECT"
+            ;;
+    esac
+fi
+
+echo "Selected mechanism: ${MECHANISM}" >> "${SESSION_FILE}"
+echo "Reason: ${REASON}" >> "${SESSION_FILE}"
+echo "" >> "${SESSION_FILE}"
+
+echo "Selected mechanism: ${MECHANISM}"
+echo "Reason: ${REASON}"
+echo "---------------------------------"
+
+# --- Response Execution ---
+echo "Executing selected mechanism..."
+echo "RESPONSE EXECUTION:" >> "${SESSION_FILE}"
+
+case "$MECHANISM" in
+    "DIRECT")
+        echo "Using direct Ollama response..."
+        echo "DIRECT OLLAMA RESPONSE:" >> "${SESSION_FILE}"
+        
+        DIRECT_PROMPT="You are an expert assistant. You always flag if you don't know something. Please provide a clear, helpful response to the following prompt: ${PROMPT}"
+        
+        RESPONSE=$(ollama run "${DEFAULT_MODEL}" "${DIRECT_PROMPT}")
+        
+        echo "${RESPONSE}" >> "${SESSION_FILE}"
+        echo "" >> "${SESSION_FILE}"
+        
+        echo "---------------------------------"
+        echo "Direct response:"
+        echo "---------------------------------"
+        echo "${RESPONSE}"
+        ;;
+        
+    "CONSENSUS")
+        echo "Delegating to consensus mechanism..."
+        echo "DELEGATING TO CONSENSUS:" >> "${SESSION_FILE}"
+        
+        # Execute consensus script and display output directly
+        "${SCRIPT_DIR}/consensus" "${PROMPT}" "${ROUNDS}" 2>&1 | tee -a "${SESSION_FILE}"
+        ;;
+        
+    "SOCRATIC")
+        echo "Delegating to Socratic mechanism..."
+        echo "DELEGATING TO SOCRATIC:" >> "${SESSION_FILE}"
+        
+        # Execute Socratic script and display output directly
+        "${SCRIPT_DIR}/socratic" "${PROMPT}" "${ROUNDS}" 2>&1 | tee -a "${SESSION_FILE}"
+        ;;
+        
+    "CRITIQUE")
+        echo "Delegating to critique mechanism..."
+        echo "DELEGATING TO CRITIQUE:" >> "${SESSION_FILE}"
+        
+        # Execute critique script and display output directly
+        "${SCRIPT_DIR}/critique" "${PROMPT}" "${ROUNDS}" 2>&1 | tee -a "${SESSION_FILE}"
+        ;;
+        
+        "PEER_REVIEW")
+        echo "Delegating to peer-review mechanism..."
+        echo "DELEGATING TO PEER_REVIEW:" >> "${SESSION_FILE}"
+        
+        # Execute peer-review script and display output directly
+        "${SCRIPT_DIR}/peer-review" "${PROMPT}" "${ROUNDS}" 2>&1 | tee -a "${SESSION_FILE}"
+        ;;
+        
+        "SYNTHESIS")
+        echo "Delegating to synthesis mechanism..."
+        echo "DELEGATING TO SYNTHESIS:" >> "${SESSION_FILE}"
+        
+        # Execute synthesis script and display output directly
+        "${SCRIPT_DIR}/synthesis" "${PROMPT}" "${ROUNDS}" 2>&1 | tee -a "${SESSION_FILE}"
+        ;;
+        
+        "EXPLORATION")
+        echo "Delegating to exploration mechanism..."
+        echo "DELEGATING TO EXPLORATION:" >> "${SESSION_FILE}"
+        
+        # Execute exploration script and display output directly
+        "${SCRIPT_DIR}/exploration" "${PROMPT}" "${ROUNDS}" 2>&1 | tee -a "${SESSION_FILE}"
+        ;;
+esac
+
+# --- Final Summary ---
+echo "" >> "${SESSION_FILE}"
+echo "DISPATCH SUMMARY:" >> "${SESSION_FILE}"
+echo "================" >> "${SESSION_FILE}"
+echo "Original Prompt: ${PROMPT}" >> "${SESSION_FILE}"
+echo "Selected Mechanism: ${MECHANISM}" >> "${SESSION_FILE}"
+echo "Reason: ${REASON}" >> "${SESSION_FILE}"
+echo "Rounds: ${ROUNDS}" >> "${SESSION_FILE}"
+
+# End timing
+duration=$(end_timer "$SESSION_ID" "computer")
+
+echo ""
+echo "Execution time: ${duration} seconds"
+echo "Full dispatch log: ${SESSION_FILE}" 
\ No newline at end of file