// Generate 500 distinct agent descriptions via combinatorics

using System;
using System.Collections.Generic;

namespace AIBrain.Daemon
{
    public static class SeedAgents
    {
        public static IEnumerable<string> GenAgents(int n)
        {
            var roles = new[]
            {
                "coding agent", "research agent", "planning agent", "orchestration agent", "evaluation agent",
                "data engineering agent", "sql agent", "bash agent", "retrieval agent", "summarization agent",
                "vision agent", "speech agent", "translation agent", "security audit agent", "ops agent",
                "alignment agent", "benchmarking agent", "red-teaming agent", "compliance agent", "etl agent"
            };

            var frameworks = new[]
            {
                "ReAct", "Tree-of-Thoughts", "Reflexion", "AutoGPT-style", "Toolformer", "RAG-augmented",
                "Planner-Executor", "Hierarchical", "Meta-cognitive", "Multi-agent", "Memory-augmented"
            };

            var tools = new[]
            {
                "web browsing", "file I/O", "Git", "Docker", "Kubernetes", "SQL", "NoSQL", "Graph DB",
                "REST APIs", "gRPC", "S3-compatible storage", "Redis cache", "message queues"
            };

            var policies = new[]
            {
                "safe-by-default", "cost-aware", "latency-aware", "privacy-preserving", "deterministic",
                "stochastic", "explainable", "verifiable", "rate-limited", "idempotent", "retrying"
            };

            var seen = new HashSet<string>();
            int i = 0;

            foreach (var r in roles)
            {
                foreach (var f in frameworks)
                {
                    foreach (var tool in tools)
                    {
                        var phrase = $"{r} using {f} with {tool}";
                        if (seen.Contains(phrase))
                            continue;

                        seen.Add(phrase);
                        yield return $"Agent: {phrase}";
                        i++;

                        if (i >= n)
                            yield break;
                    }
                }
            }

            if (i < n)
            {
                foreach (var r in roles)
                {
                    foreach (var p in policies)
                    {
                        var phrase = $"{r} operating {p}";
                        if (seen.Contains(phrase))
                            continue;

                        seen.Add(phrase);
                        yield return $"Agent: {phrase}";
                        i++;

                        if (i >= n)
                            yield break;
                    }
                }
            }
        }

        public static void Main(string[] args)
        {
            SeedCommon.RunSeed("agent", GenAgents);
        }
    }
}