Janady13/complete-agi-core / mind_farm/src/toolsystem_test.cpp

Source identity

Field	Recorded value
Source type	GitHub source
Original record	Janady13/complete-agi-core / mind_farm/src/toolsystem_test.cpp
Date	Not specified in source
Repository	Janady13/complete-agi-core
Revision	33aa84f2aa61cedbe010240ada7f4efbdfe795a7
Branch	claude/improve-math-logic-ehIW1
Path or archive member	mind_farm/src/toolsystem_test.cpp
Original SHA-256	cf844485b95567eccb7ce76111a7b10319bf0ed3ae258dfa5f20a7bbd654e4ad
Git blob SHA	baa3bc4fd344af9d0aaf23abcfbce5ec79efe1fe
Reading-copy SHA-256	cf844485b95567eccb7ce76111a7b10319bf0ed3ae258dfa5f20a7bbd654e4ad
Original source ↗
Recovered source transcript

Download complete source text ↓273 lines · 10.8 KB
// ═══════════════════════════════════════════════════════════════════════════════
// AUTONOMOUS TOOL SYSTEM TEST
// Integrated with Gate5000 AGI Substrate
// ═══════════════════════════════════════════════════════════════════════════════

#include <iostream>
#include <iomanip>
#include <chrono>

#include "../include/constants.hpp"
#include "../include/gate5000.hpp"
#include "../include/toolbuilder.hpp"
#include "../include/fast_math.hpp"

using namespace mind_farm;

void print_separator() {
    std::cout << "\n" << std::string(80, '=') << "\n";
}

void test_tool_generation() {
    std::cout << "\n[TEST 1] Tool Generation from Specification\n";
    std::cout << std::string(50, '-') << "\n";

    AutonomousToolSystem system;
    system.initialize();

    // Create a tool specification
    ToolSpec spec;
    spec.name = "fibonacci";
    spec.description = "Calculate nth Fibonacci number";
    spec.input_type = Type::integer();
    spec.output_type = Type::integer();
    spec.confidence = 0.95f;

    // Add Hoare triple contract
    HoareTriple contract;
    contract.precondition = "n >= 0";
    contract.postcondition = "result >= 0";
    contract.code = "fib(n)";
    spec.contracts.push_back(contract);

    // Generate the tool
    auto tool = system.create_tool(spec);

    std::cout << "Generated tool: " << tool.name << "\n";
    std::cout << "Code:\n" << tool.code << "\n";
    std::cout << "Fix history size: " << tool.fix_history.size() << "\n";
}

void test_code_debugging() {
    std::cout << "\n[TEST 2] Self-Debugging System\n";
    std::cout << std::string(50, '-') << "\n";

    AutonomousToolSystem system;
    system.initialize();

    // Test code with deliberate errors
    std::string buggy_code = R"(
int calculate(int x) {
    int result = x / 0;  // Division by zero!
    if (x > 0 {          // Missing closing paren
        result = x * 2
    }                    // Missing semicolon
    return result;
)";  // Missing closing brace

    std::cout << "Original buggy code:\n" << buggy_code << "\n";

    // Analyze for errors
    auto errors = system.debugger.analyze(buggy_code);
    std::cout << "\nFound " << errors.size() << " errors:\n";
    for (const auto& error : errors) {
        std::cout << "  - " << error.message << " (severity: " << error.severity << ")\n";
    }

    // Debug and fix
    for (const auto& error : errors) {
        auto fix = system.debug_code(buggy_code, error.message);
        if (fix.confidence > 0.0f) {
            std::cout << "\nFix proposal (confidence: " << fix.confidence << "):\n";
            std::cout << fix.explanation;
            buggy_code = fix.fixed_code;
        }
    }

    std::cout << "\nFixed code:\n" << buggy_code << "\n";
}

void test_tool_execution() {
    std::cout << "\n[TEST 3] Sandboxed Tool Execution\n";
    std::cout << std::string(50, '-') << "\n";

    AutonomousToolSystem system;
    system.initialize();

    // Create a simple tool
    ToolSpec spec;
    spec.name = "square";
    spec.description = "Square a number";
    spec.input_type = Type::integer();
    spec.output_type = Type::integer();

    auto tool = system.create_tool(spec);

    // Execute multiple times
    std::cout << "Executing tool 'square' with various inputs:\n";
    for (int i = 1; i <= 5; ++i) {
        auto result = system.execute_tool("square", std::to_string(i));
        std::cout << "  Input: " << i << " -> " << (result.success ? result.output : result.error) << "\n";
    }

    std::cout << "\nExecution stats:\n";
    std::cout << "  Invocation count: " << system.tools["square"].invocation_count << "\n";
    std::cout << "  Success rate: " << system.tools["square"].success_rate << "\n";
}

void test_hoare_verification() {
    std::cout << "\n[TEST 4] Mathematical Verification (Hoare Logic)\n";
    std::cout << std::string(50, '-') << "\n";

    MathematicalVerifier verifier;

    // Test case 1: Valid Hoare triple
    HoareTriple triple1;
    triple1.precondition = "x >= 0";
    triple1.code = "y := x + 1";
    triple1.postcondition = "y > 0";

    auto result1 = verifier.verify_hoare(triple1);
    std::cout << "Triple 1: {" << triple1.precondition << "} "
              << triple1.code << " {" << triple1.postcondition << "}\n";
    std::cout << "  Verified: " << (result1.verified ? "YES" : "NO") << "\n";
    std::cout << "  Confidence: " << result1.confidence << "\n";

    // Test case 2: Loop invariant
    std::string invariant = "sum >= 0";
    std::string loop_body = "sum := sum + i; i := i + 1";

    auto result2 = verifier.verify_invariant(invariant, loop_body);
    std::cout << "\nLoop invariant: " << invariant << "\n";
    std::cout << "  Preserved: " << (result2.verified ? "YES" : "NO") << "\n";
}

void test_gate5000_integration() {
    std::cout << "\n[TEST 5] Gate5000 Substrate Integration\n";
    std::cout << std::string(50, '-') << "\n";

    AutonomousToolSystem system;
    system.initialize();

    std::cout << "Initial substrate state:\n";
    std::cout << "  Bits set: " << system.substrate.popcount() << " / 5000\n";
    std::cout << "  Density: " << system.substrate.popcount() / 5000.0f << "\n";

    // Create multiple tools to affect substrate
    std::vector<std::string> tool_names = {
        "add", "subtract", "multiply", "divide", "modulo",
        "power", "sqrt", "log", "exp", "sin"
    };

    for (const auto& name : tool_names) {
        ToolSpec spec;
        spec.name = name;
        spec.input_type = Type::floating();
        spec.output_type = Type::floating();
        system.create_tool(spec);
    }

    // Execute tools to modify substrate
    for (const auto& name : tool_names) {
        system.execute_tool(name, "42");
    }

    std::cout << "\nAfter tool operations:\n";
    std::cout << "  Bits set: " << system.substrate.popcount() << " / 5000\n";
    std::cout << "  Density: " << system.substrate.popcount() / 5000.0f << "\n";
    std::cout << "  Tools generated: " << system.tools_generated << "\n";
    std::cout << "  Successful executions: " << system.successful_executions << "\n";
}

void test_self_improvement() {
    std::cout << "\n[TEST 6] Self-Improvement Loop\n";
    std::cout << std::string(50, '-') << "\n";

    AutonomousToolSystem system;
    system.initialize();

    // Create initial tool
    ToolSpec spec;
    spec.name = "learner";
    spec.description = "Self-improving function";
    spec.input_type = Type::floating();
    spec.output_type = Type::floating();

    auto tool = system.create_tool(spec);

    std::cout << "Running self-improvement iterations...\n\n";

    // Simulate improvement loop
    for (int iteration = 0; iteration < 5; ++iteration) {
        std::cout << "Iteration " << (iteration + 1) << ":\n";

        // Execute and measure
        auto result = system.execute_tool("learner", std::to_string(iteration));

        // Analyze performance
        auto errors = system.debugger.analyze(system.tools["learner"].code);

        std::cout << "  Errors found: " << errors.size() << "\n";
        std::cout << "  Success rate: " << system.tools["learner"].success_rate << "\n";
        std::cout << "  Fix history size: " << system.tools["learner"].fix_history.size() << "\n";

        // Apply fixes
        for (const auto& error : errors) {
            auto fix = system.debugger.debug(system.tools["learner"].code, error);
            if (fix.confidence > 0.3f) {
                system.tools["learner"].code = fix.fixed_code;
                system.tools["learner"].fix_history.push_back(fix);
            }
        }
    }

    system.print_stats();
}

int main() {
    std::cout << "\n";
    std::cout << "╔═══════════════════════════════════════════════════════════════════════════════╗\n";
    std::cout << "║           AUTONOMOUS TOOL SYSTEM TEST SUITE                                  ║\n";
    std::cout << "║           Gate5000 AGI Substrate Integration                                 ║\n";
    std::cout << "╠═══════════════════════════════════════════════════════════════════════════════╣\n";
    std::cout << "║  Golden Ratio Constants:                                                     ║\n";
    std::cout << "║    φ = " << std::fixed << std::setprecision(16) << PHI << "                              ║\n";
    std::cout << "║    α = " << ALPHA << "                              ║\n";
    std::cout << "║    β = " << BETA << "                              ║\n";
    std::cout << "║    γ = " << GAMMA << "                              ║\n";
    std::cout << "╚═══════════════════════════════════════════════════════════════════════════════╝\n";

    auto start = std::chrono::high_resolution_clock::now();

    // Run all tests
    test_tool_generation();
    print_separator();

    test_code_debugging();
    print_separator();

    test_tool_execution();
    print_separator();

    test_hoare_verification();
    print_separator();

    test_gate5000_integration();
    print_separator();

    test_self_improvement();
    print_separator();

    auto end = std::chrono::high_resolution_clock::now();
    auto duration = std::chrono::duration_cast<std::chrono::milliseconds>(end - start);

    std::cout << "\n";
    std::cout << "╔═══════════════════════════════════════════════════════════════════════════════╗\n";
    std::cout << "║                        ALL TESTS COMPLETE                                    ║\n";
    std::cout << "╠═══════════════════════════════════════════════════════════════════════════════╣\n";
    std::cout << "║  Total execution time: " << std::setw(6) << duration.count() << " ms                                      ║\n";
    std::cout << "╚═══════════════════════════════════════════════════════════════════════════════╝\n";

    return 0;
}