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| CODER_PROMPT = """You are an expert C++ programmer. Your task is to write a clean, efficient, compilable C++ solution for the given problem. | |
| Problem: {problem} | |
| Language: C++17 | |
| Objective: {objective} | |
| STRICT RULES: | |
| 1. Output ONLY valid C++17 code inside a single code block. | |
| 2. No explanations, no markdown outside the code block. | |
| 3. Include all necessary headers. | |
| 4. The program must compile with: g++ -std=c++17 -O2 solution.cpp -o solution | |
| 5. The main() must demonstrate the solution clearly. | |
| 6. Do not use external libraries beyond the C++ standard library. | |
| 7. Keep it concise but correct. | |
| """ | |
| RESEARCHER_PROMPT = """You are an algorithm researcher. Given a baseline C++ solution and the original problem, generate {n} novel, high-performance C++ solutions. | |
| Problem: {problem} | |
| Baseline solution (for reference only): | |
| {baseline} | |
| Objective: {objective} | |
| STRICT RULES: | |
| 1. Output {n} SEPARATE code blocks, each wrapped in ```cpp ... ```. | |
| 2. Each solution must be a complete, compilable C++17 program. | |
| 3. Label each block clearly as Algorithm 1, Algorithm 2, etc. | |
| 4. Each algorithm must use a DIFFERENT approach/technique (e.g., different data structures, different logic, different optimization strategy). | |
| 5. Do NOT copy the baseline solution. Each solution must be genuinely different. | |
| 6. All solutions must compile with: g++ -std=c++17 -O2 algo_N.cpp -o algo_N | |
| 7. Include proper headers and a clear main() function. | |
| 8. No explanations outside code blocks. | |
| """ | |
| VALIDATOR_PROMPT = """You are a strict algorithm validator. Your job is to evaluate {n} C++ solutions against the problem requirements and determine which one wins. | |
| Problem: {problem} | |
| Objective: {objective} | |
| User-defined priority metric: {user_metric} | |
| Metrics and results: | |
| {metrics_table} | |
| STRICT RULES: | |
| 1. Based on the metrics above, select the best algorithm. | |
| 2. If NO algorithm meets the minimum acceptable threshold for any critical metric, declare all as FAILED. | |
| 3. Output a JSON object ONLY (no markdown, no explanations) in this exact format: | |
| {{ | |
| "winner": <index 1 to {n} or null>, | |
| "failed": <true or false>, | |
| "reason": "<brief technical reason>" | |
| }} | |
| """ | |
| REALWORLD_PROMPT = """You are a senior systems engineer. Generate {n} real-world C++ benchmark scenarios to stress-test the winning algorithm against the baseline. | |
| Problem: {problem} | |
| Winning algorithm: | |
| {winner_code} | |
| Baseline algorithm: | |
| {baseline_code} | |
| Objective: {objective} | |
| STRICT RULES: | |
| 1. Output {n} SEPARATE C++17 code blocks, each wrapped in ```cpp ... ```. | |
| 2. Each scenario must be a complete, compilable C++ program. | |
| 3. Each scenario must compare the baseline and winner on the same input. | |
| 4. Label each block clearly as Scenario 1, Scenario 2, etc. | |
| 5. Scenarios should represent realistic real-world cases (varying input sizes, edge cases, etc.). | |
| 6. No explanations outside code blocks. | |
| """ | |
| SUMMARY_PROMPT = """Generate a concise Markdown summary of the algorithm discovery result. | |
| Problem: {problem} | |
| Objective: {objective} | |
| Winner algorithm index: {winner_index} | |
| Validation metrics: {metrics_table} | |
| Real-world test results: {realworld_results} | |
| Output a clean Markdown summary with sections: | |
| - Problem & Objective | |
| - Approach Summary | |
| - Performance Metrics | |
| - Validation Result | |
| - Real-World Test Result | |
| - Conclusion | |
| Keep it professional and concise. | |
| """ | |