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GoClaw/scripts/seed-agents.mjs

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/**
* Seed script — creates Orchestrator + 3 specialized agents in the database
* Run: node scripts/seed-agents.mjs
* Run with --force to re-seed existing agents
*/
import mysql from "mysql2/promise";
import * as dotenv from "dotenv";
dotenv.config();
const DATABASE_URL = process.env.DATABASE_URL;
if (!DATABASE_URL) {
console.error("DATABASE_URL not set");
process.exit(1);
}
function parseDbUrl(url) {
const u = new URL(url);
return {
host: u.hostname,
port: parseInt(u.port || "3306"),
user: u.username,
password: u.password,
database: u.pathname.slice(1),
ssl: { rejectUnauthorized: false },
};
}
const ORCHESTRATOR = {
name: "Orchestrator",
description:
"Main system agent that powers the /chat interface. Has full access to all system resources: shell commands, file system, Docker management, HTTP requests, and can delegate tasks to any other agent. Configure its model, system prompt, and tools here.",
role: "orchestrator",
model: "qwen2.5:7b",
provider: "ollama",
temperature: "0.5",
maxTokens: 8192,
topP: "0.9",
frequencyPenalty: "0.0",
presencePenalty: "0.0",
systemPrompt: `You are the GoClaw Orchestrator — the central AI agent of the GoClaw Control Center system.
You have FULL access to the system and can:
- Execute shell commands on the host system
- Read and write files anywhere on the filesystem
- Manage Docker containers and services
- Make HTTP requests to any URL
- Delegate tasks to specialized agents (Browser Agent, Tool Builder, Agent Compiler)
- List and manage all agents in the system
- Install and manage skills
- Access and modify the GoClaw codebase
When given a task:
1. Analyze what needs to be done
2. Choose the right approach: direct execution or delegation to a specialist agent
3. Use tools step by step, showing your reasoning
4. Report results clearly
Available specialized agents you can delegate to:
- Browser Agent: web browsing, scraping, research
- Tool Builder: create new tools from descriptions
- Agent Compiler: compile new agents from specifications (ТЗ)
System access tools: shell_exec, file_read, file_write, http_request, docker_ps, docker_restart
Agent management: delegate_to_agent, list_agents, list_skills, install_skill
Always be transparent about what you're doing and why.
Respond in the same language as the user's message.`,
allowedTools: JSON.stringify([
"shell_exec",
"file_read",
"file_write",
"http_request",
"docker_ps",
"docker_restart",
"delegate_to_agent",
"list_agents",
"list_skills",
"install_skill",
"read_logs",
"manage_agents",
]),
allowedDomains: JSON.stringify(["*"]),
maxRequestsPerHour: 1000,
isActive: 1,
isPublic: 0,
isSystem: 1,
isOrchestrator: 1,
tags: JSON.stringify(["orchestrator", "system", "core", "privileged"]),
metadata: JSON.stringify({
agentType: "orchestrator",
icon: "Crown",
color: "#FFD700",
seeded: true,
systemAgent: true,
privileged: true,
}),
};
const SPECIALIZED_AGENTS = [
{
name: "Browser Agent",
description:
"Specialized agent for web browsing, scraping, and internet research. Can navigate websites, extract content, fill forms, take screenshots, and gather information from any URL.",
role: "browser",
model: "qwen2.5:7b",
provider: "ollama",
temperature: "0.3",
maxTokens: 4096,
topP: "0.9",
frequencyPenalty: "0.0",
presencePenalty: "0.0",
systemPrompt: `You are Browser Agent — a specialized AI for web browsing and internet research.
Your capabilities:
- Navigate to any URL and extract content
- Search the web for information
- Scrape structured data from websites
- Fill out forms and interact with web pages
- Take screenshots for visual verification
- Follow links and traverse multi-page content
When given a task:
1. Identify the target URL(s) or search query
2. Use the http_request tool to fetch content
3. Parse and extract relevant information
4. Return structured, clean results
Always cite your sources with full URLs. If a page requires JavaScript, note this limitation.
Respond in the same language as the user's message.`,
allowedTools: JSON.stringify(["http_request", "web_search", "extract_text"]),
allowedDomains: JSON.stringify(["*"]),
maxRequestsPerHour: 100,
isActive: 1,
isPublic: 1,
isSystem: 1,
isOrchestrator: 0,
tags: JSON.stringify(["browser", "web", "scraping", "research"]),
metadata: JSON.stringify({
agentType: "browser",
icon: "Globe",
color: "#00D4FF",
seeded: true,
}),
},
{
name: "Tool Builder",
description:
"Agent that creates new tools on demand. Describe what you need and it will generate, validate, and install a new tool into the GoClaw system automatically.",
role: "tool_builder",
model: "qwen2.5-coder:7b",
provider: "ollama",
temperature: "0.2",
maxTokens: 8192,
topP: "0.95",
frequencyPenalty: "0.0",
presencePenalty: "0.0",
systemPrompt: `You are Tool Builder — a specialized AI agent that creates new tools for the GoClaw system.
Your capabilities:
- Generate complete tool implementations based on descriptions
- Validate tool code for safety and correctness
- Install tools directly into the GoClaw tool registry
- Test tools with sample inputs
- Document tool parameters and usage
When asked to create a tool:
1. Understand the tool's purpose and required parameters
2. Generate a complete, working JavaScript implementation
3. Define the parameter schema (name, type, description, required)
4. Assess safety level (safe vs dangerous)
5. Provide usage examples
Tool format:
- Name: snake_case identifier
- Parameters: JSON schema with types
- Implementation: async JavaScript function
- Returns: structured JSON result
Always validate that generated code is safe and won't cause harm.
Respond in the same language as the user's message.`,
allowedTools: JSON.stringify(["execute_code", "validate_json", "install_tool"]),
allowedDomains: JSON.stringify([]),
maxRequestsPerHour: 50,
isActive: 1,
isPublic: 1,
isSystem: 1,
isOrchestrator: 0,
tags: JSON.stringify(["tools", "code", "builder", "automation"]),
metadata: JSON.stringify({
agentType: "tool_builder",
icon: "Wrench",
color: "#FF6B35",
seeded: true,
}),
},
{
name: "Agent Compiler",
description:
"Compiles new AI agents from technical specifications (ТЗ). Provide a description of what the agent should do and it will generate the complete configuration and deploy it.",
role: "agent_compiler",
model: "qwen2.5:14b",
provider: "ollama",
temperature: "0.4",
maxTokens: 8192,
topP: "0.9",
frequencyPenalty: "0.1",
presencePenalty: "0.1",
systemPrompt: `You are Agent Compiler — a meta-agent that creates other AI agents from technical specifications.
Your capabilities:
- Analyze technical specifications (ТЗ) for new agents
- Determine optimal LLM model and parameters
- Generate comprehensive system prompts
- Select appropriate tools and permissions
- Deploy new agents to the GoClaw system
When given a specification:
1. Analyze the agent's purpose and required capabilities
2. Choose the best model (consider: reasoning needs, code generation, speed)
3. Set appropriate temperature (low for precise tasks, high for creative)
4. Write a detailed system prompt that defines the agent's behavior
5. Select tools the agent needs (browser, code execution, file access, etc.)
6. Set rate limits and domain restrictions
7. Generate descriptive tags
Output format: Always respond with a JSON configuration block followed by explanation.
Model selection guide:
- Code tasks: qwen2.5-coder:7b or deepseek-coder
- Research/analysis: qwen2.5:14b
- Fast responses: qwen2.5:7b
- Creative tasks: temperature 0.7-0.9
- Precise/factual: temperature 0.1-0.3
Respond in the same language as the user's message.`,
allowedTools: JSON.stringify(["deploy_agent", "list_tools", "validate_config"]),
allowedDomains: JSON.stringify([]),
maxRequestsPerHour: 30,
isActive: 1,
isPublic: 1,
isSystem: 1,
isOrchestrator: 0,
tags: JSON.stringify(["compiler", "meta", "agent-factory", "automation"]),
metadata: JSON.stringify({
agentType: "agent_compiler",
icon: "Cpu",
color: "#A855F7",
seeded: true,
}),
},
];
const ALL_AGENTS = [ORCHESTRATOR, ...SPECIALIZED_AGENTS];
async function seed() {
const conn = await mysql.createConnection(parseDbUrl(DATABASE_URL));
console.log("Connected to DB");
try {
// Check existing seeded agents
const [existing] = await conn.execute(
"SELECT id, name FROM agents WHERE name IN (?, ?, ?, ?)",
["Orchestrator", "Browser Agent", "Tool Builder", "Agent Compiler"]
);
if (existing.length > 0) {
console.log("Agents already seeded:");
existing.forEach((a) => console.log(` - [${a.id}] ${a.name}`));
if (!process.argv.includes("--force")) {
console.log("Skipping seed. Use --force to re-seed.");
await conn.end();
return;
}
const ids = existing.map((a) => a.id);
await conn.execute(`DELETE FROM agents WHERE id IN (${ids.join(",")})`);
console.log("Deleted existing seeded agents");
}
// Insert all agents
for (const agent of ALL_AGENTS) {
const [result] = await conn.execute(
`INSERT INTO agents
(userId, name, description, role, model, provider, temperature, maxTokens, topP,
frequencyPenalty, presencePenalty, systemPrompt, allowedTools, allowedDomains,
maxRequestsPerHour, isActive, isPublic, isSystem, isOrchestrator, tags, metadata, createdAt, updatedAt)
VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, NOW(), NOW())`,
[
1,
agent.name,
agent.description,
agent.role,
agent.model,
agent.provider,
agent.temperature,
agent.maxTokens,
agent.topP,
agent.frequencyPenalty,
agent.presencePenalty,
agent.systemPrompt,
agent.allowedTools,
agent.allowedDomains,
agent.maxRequestsPerHour,
agent.isActive,
agent.isPublic,
agent.isSystem,
agent.isOrchestrator,
agent.tags,
agent.metadata,
]
);
const badge = agent.isOrchestrator ? " [ORCHESTRATOR]" : agent.isSystem ? " [SYSTEM]" : "";
console.log(`✓ Created agent: ${agent.name}${badge} (id: ${result.insertId})`);
}
// Verify
const [agents] = await conn.execute(
"SELECT id, name, role, model, isSystem, isOrchestrator FROM agents ORDER BY id"
);
console.log("\nAll agents in DB:");
agents.forEach((a) => {
const flags = [a.isOrchestrator ? "ORCH" : "", a.isSystem ? "SYS" : ""].filter(Boolean).join(",");
console.log(` [${a.id}] ${a.name} | role: ${a.role} | model: ${a.model}${flags ? ` | ${flags}` : ""}`);
});
} finally {
await conn.end();
}
}
seed().catch((err) => {
console.error("Seed failed:", err);
process.exit(1);
});