245 lines
12 KiB
TypeScript
245 lines
12 KiB
TypeScript
/**
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* Seed script: Create a multi-agent Research Company with 8 specialized roles.
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*
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* Usage: Run via the AgentCompany API after creating a company and workspace.
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*
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* Team Structure:
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* ProjectManager (CEO — reports to Board)
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* ├── WebResearcher (IC — primary data gathering)
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* ├── DataAnalyst (IC — market data synthesis)
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* ├── ReportArchitect (IC — report writing)
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* ├── VisualDesigner (IC — presentation design)
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* ├── FactChecker (IC — source verification)
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* ├── EnterpriseArchitect (Manager — standards guardian)
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* │ └── SecurityAuditor (IC — ethics & privacy)
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* └── (all other ICs report to ProjectManager)
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*/
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interface AgentDefinition {
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name: string;
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role: string;
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title: string;
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capabilities: string;
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reportsTo: string | null; // name of manager, null = CEO
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connectorId: string;
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budgetMonthlyUsd: number;
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}
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const RESEARCH_TEAM: AgentDefinition[] = [
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{
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name: "ProjectManager",
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role: "Research Project Coordinator",
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title: "CEO — Research Operations",
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capabilities: [
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"Review research brief/PRD first.",
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"Define research objectives, target markets (geographic/demographic), and key questions to answer.",
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"Create research timeline with milestones (data collection → analysis → report writing).",
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"Ensure compliance with data privacy regulations (GDPR, CCPA) when collecting public data.",
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"Define deliverable formats (PDF report, presentation deck, raw data spreadsheet).",
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"Set authority thresholds (peer-reviewed only, or include industry reports).",
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"Tools: File system, Documentation viewer, Project management board.",
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].join(" "),
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reportsTo: null, // Top-level executive
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connectorId: "claude_local",
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budgetMonthlyUsd: 500,
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},
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{
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name: "WebResearcher",
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role: "Agent Browser Research Specialist",
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title: "Senior Research Analyst",
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capabilities: [
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"PRIMARY DATA GATHERING ROLE.",
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"Use Agent Browser extensively to gather market data.",
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"Research competitor websites (feature comparison, pricing pages, positioning statements).",
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"Search industry reports (Gartner, McKinsey, Statista, IBISWorld).",
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"Scrape public financial data (earnings reports, SEC 10-K filings, Crunchbase funding data).",
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"Research social media sentiment (Reddit discussions, LinkedIn professional opinions, Twitter/X trends).",
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"Find authoritative sources only (.edu, .gov, established publications like WSJ, Reuters).",
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"Archive all sources with URLs, access dates, and credibility ratings.",
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"Use advanced search operators (site:, filetype:, intitle:) for precision.",
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"Never paywall-bypass illegally.",
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"Tools: Agent Browser, Web scraper (legal/ethical only), Documentation library, Archive.org.",
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].join(" "),
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reportsTo: "ProjectManager",
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connectorId: "claude_local",
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budgetMonthlyUsd: 300,
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},
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{
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name: "DataAnalyst",
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role: "Market Data Synthesizer",
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title: "Senior Data Analyst",
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capabilities: [
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"Structure collected data into analytical frameworks (SWOT analysis, Porter's Five Forces, TAM/SAM/SOM market sizing).",
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"Create comparison matrices for competitor analysis (features, pricing, market share).",
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"Normalize pricing data across different currencies and regions (PPP adjustment).",
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"Identify market trends and patterns using statistical methods.",
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"Verify statistical significance of findings (sample sizes, confidence intervals).",
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"Create data visualizations (Matplotlib/Seaborn charts, Tableau dashboards) from research findings.",
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"Flag data gaps and limitations.",
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"Tools: Spreadsheet (Excel/Google Sheets), Data visualization tools, Python (Pandas, Jupyter), Statistical calculator.",
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].join(" "),
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reportsTo: "ProjectManager",
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connectorId: "codex_local",
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budgetMonthlyUsd: 250,
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},
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{
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name: "ReportArchitect",
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role: "Research Report Engineer",
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title: "Lead Technical Writer",
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capabilities: [
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"Write comprehensive research reports with clear structure: Executive Summary, Methodology, Key Findings, Competitive Landscape, Market Trends, Risk Analysis, and Strategic Recommendations.",
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"Ensure actionable insights (not just data dumping).",
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"Write for specific target audience (C-suite executives need high-level strategy, Product Managers need feature comparisons).",
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"Maintain consistent citation style throughout (APA 7th edition recommended).",
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"Include appendices for raw data and detailed methodology.",
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"Tools: Document editor (Word/Google Docs), Markdown, Citation manager (Zotero/Mendeley).",
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].join(" "),
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reportsTo: "ProjectManager",
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connectorId: "claude_local",
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budgetMonthlyUsd: 200,
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},
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{
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name: "VisualDesigner",
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role: "Research Presentation Designer",
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title: "Visual Design Specialist",
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capabilities: [
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"Design professional layouts for research deliverables.",
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"Create color-coded competitive landscapes (perceptual maps, magic quadrants).",
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"Design infographics for key statistics and trends.",
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"Ensure brand consistency in all materials (client fonts, colors, logos).",
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"Create presentation templates (PowerPoint/Google Slides) with master slides.",
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"Optimize layouts for readability and visual hierarchy (information density management).",
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"Ensure accessibility in charts (colorblind-friendly palettes, alt text).",
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"Tools: Design software (Figma/Adobe Illustrator), Presentation tools (PowerPoint/Keynote), Image preview.",
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].join(" "),
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reportsTo: "ProjectManager",
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connectorId: "gemini_local",
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budgetMonthlyUsd: 200,
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},
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{
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name: "FactChecker",
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role: "Source Verification Specialist",
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title: "Research Integrity Analyst",
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capabilities: [
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"Verify all statistics and claims against original primary sources (not secondary citations).",
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"Check for outdated information (ensure market data is < 2 years old unless historical trend analysis).",
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"Identify potential biases in sources (vendor-funded research, self-reported data).",
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"Cross-reference competitor claims with independent third-party validation.",
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"Ensure all images/charts have proper attribution and licensing.",
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"Verify calculation accuracy in market sizing (TAM calculations, CAGR formulas).",
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"Flag uncertain or questionable data with confidence ratings.",
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"Tools: Agent Browser (re-verification), Documentation library, Archive.org (historical verification).",
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].join(" "),
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reportsTo: "ProjectManager",
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connectorId: "claude_local",
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budgetMonthlyUsd: 150,
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},
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{
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name: "EnterpriseArchitect",
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role: "Research Standards Guardian",
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title: "Head of Research Integrity",
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capabilities: [
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"ENFORCE RESEARCH INTEGRITY STANDARDS:",
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"NO plagiarism — all content must be original synthesis or properly cited with quotation marks for direct quotes.",
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"NO unsupported claims — every statistic needs inline citation (Author, Year) or footnote.",
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"File naming convention: YYYY-MM-DD_Topic_Source_Description.pdf.",
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"Variable naming in datasets: descriptive snake_case (market_share_percent_2024 not ms24).",
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"NO circular reporting — Wikipedia cannot cite itself, avoid tertiary sources citing each other.",
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"Primary sources preferred over secondary (SEC filings > News articles about filings).",
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"Methodology section must be explicit about data collection methods and limitations.",
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"NO speculation presented as fact — clearly distinguish between 'Data shows X' and 'Analyst suggests Y might happen'.",
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"Conflict of interest disclosure mandatory (funded by industry player vs independent).",
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"Tools: Plagiarism checker (Turnitin/Copyscape), Document editor, Reference manager.",
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].join(" "),
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reportsTo: "ProjectManager",
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connectorId: "claude_local",
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budgetMonthlyUsd: 200,
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},
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{
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name: "SecurityAuditor",
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role: "Research Ethics & Privacy Auditor",
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title: "Privacy & Compliance Officer",
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capabilities: [
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"Final audit before delivery:",
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"Verify no private/personal data (PII) was collected without consent (check datasets for names, emails, phone numbers scraped from social media).",
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"Ensure no proprietary/trade secret information was accessed inappropriately (no hacked data, no insider leaks).",
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"Check for defamatory content about competitors (stick to verified facts, no opinion-as-fact).",
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"Verify licensing of third-party images/data (Creative Commons attribution, Fair Use justification documented).",
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"Ensure confidential client information is redacted if sample reports contain examples.",
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"Check that web scraping complied with robots.txt and Terms of Service (rate limiting respected).",
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"Tools: Privacy scanner (PII detection), Document review, Legal compliance checklist.",
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].join(" "),
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reportsTo: "EnterpriseArchitect",
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connectorId: "claude_local",
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budgetMonthlyUsd: 150,
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},
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];
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/**
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* Generate curl commands to seed the research team via the AgentCompany API.
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* Replace $API_URL, $API_KEY, $COMPANY_ID, and $WORKSPACE_ID with real values.
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*/
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function generateSetupCommands(): string {
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const lines: string[] = [
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"#!/bin/bash",
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"# Research Company Multi-Agent Team Setup",
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"# Prerequisites:",
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"# 1. AgentCompany desktop running with a company and workspace created",
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"# 2. At least one connector (claude_local) in 'ready' status",
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"# 3. Set these variables:",
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"",
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'API_URL="${AGENT_COMPANY_API_URL:-http://127.0.0.1:3456}"',
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'API_KEY="${AGENT_COMPANY_API_KEY}"',
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'COMPANY_ID="${AGENT_COMPANY_COMPANY_ID}"',
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'WORKSPACE_ID="${AGENT_COMPANY_WORKSPACE_ID}"',
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"",
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];
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// Create agents in order (CEO first, then reports)
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const agentVarMap = new Map<string, string>();
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for (const agent of RESEARCH_TEAM) {
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const varName = agent.name.toUpperCase() + "_ID";
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const reportsToVar = agent.reportsTo
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? agentVarMap.get(agent.reportsTo) ?? "null"
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: "null";
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agentVarMap.set(agent.name, `$${varName}`);
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lines.push(`# Create ${agent.name} — ${agent.role}`);
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lines.push(`${varName}=$(curl -s -X POST "$API_URL/api/companies/$COMPANY_ID/agents" \\`);
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lines.push(` -H "Authorization: Bearer $API_KEY" \\`);
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lines.push(` -H "Content-Type: application/json" \\`);
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lines.push(` -d '{`);
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lines.push(` "name": "${agent.name}",`);
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lines.push(` "role": "${agent.role}",`);
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lines.push(` "title": "${agent.title}",`);
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lines.push(` "connectorId": "${agent.connectorId}",`);
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lines.push(` "workspaceId": "'$WORKSPACE_ID'",`);
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lines.push(` "capabilities": ${JSON.stringify(agent.capabilities)},`);
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lines.push(` "budgetMonthlyUsd": ${agent.budgetMonthlyUsd}${agent.reportsTo ? `,\n "reportsTo": "'${reportsToVar}'"` : ""}`);
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lines.push(` }' | jq -r '.agentId // .id')`);
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lines.push(`echo "Created ${agent.name}: $${varName}"`);
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lines.push("");
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}
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return lines.join("\n");
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}
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// Export for use in tests or scripts
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export { RESEARCH_TEAM, type AgentDefinition };
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// Print setup commands when run directly
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if (typeof process !== "undefined" && process.argv[1]?.includes("seed-research-team")) {
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console.log(generateSetupCommands());
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console.log("\n# Team Structure:");
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console.log("# ProjectManager (CEO)");
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console.log("# ├── WebResearcher (IC)");
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console.log("# ├── DataAnalyst (IC)");
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console.log("# ├── ReportArchitect (IC)");
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console.log("# ├── VisualDesigner (IC)");
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console.log("# ├── FactChecker (IC)");
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console.log("# └── EnterpriseArchitect (Manager)");
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console.log("# └── SecurityAuditor (IC)");
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}
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