{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "ceyyy427-finathink--run-multi-agent-analyst-research",
 "repo": "ceyyy427/finathink",
 "repo_url": "https://github.com/ceyyy427/finathink",
 "repo_slug": "ceyyy427-finathink",
 "title": "Run five analyst agents and read the manager's summary",
 "page_title": "How to run five analyst agents and read the manager's summary with Finathink",
 "summary": "Let fundamental, technical, sentiment, news and learning analysts work in parallel and a research manager merge their evidence.",
 "who": "An individual investor or student who wants structured, evidence-linked research rather than one model's opinion.",
 "problem": "A single model answer mixes opinion and evidence and hides disagreements.",
 "outcome": "Observations from five analyst roles merged by ResearchManager into a plan with evidence references and open hypotheses.",
 "steps": [
  "Install and start the local app as in the quick start",
  "Save a low-frequency OHLCV snapshot or pick a saved one in the research task page",
  "Choose your own compatible model endpoint and authorize sending role materials, or use the offline driver",
  "Run the five analysts in parallel and let ResearchManager summarize",
  "Open the HTML report and compare runs"
 ],
 "agent_prompt": "Run ceyyy427/finathink's multi-agent research on <ticker or dataset> with the offline driver first, then summarize where the five analysts disagree and which hypotheses ResearchManager marks as still to verify. Paper trade only.",
 "agents": [
  "claude-code",
  "codex"
 ],
 "difficulty": "Intermediate",
 "time": "45 minutes",
 "basis": "readme",
 "caveat": "Not financial advice: paper trade first, and remember you can lose money. The README is in Chinese.",
 "category": "Money",
 "tags": [
  "Money"
 ],
 "lang": "python",
 "requirements": [
  "Python 3.11 or later",
  "A local copy of the repo (inferred: git clone https://github.com/ceyyy427/finathink.git)",
  "No broker, live trading account or real vendor credentials are needed for the offline sample run"
 ],
 "risk": "sensitive",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.7,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/ceyyy427-finathink/run-multi-agent-analyst-research/",
 "md": "https://dedupedai.com/use-cases/ceyyy427-finathink/run-multi-agent-analyst-research/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/ceyyy427-finathink--run-multi-agent-analyst-research.json",
 "api_version": "v1"
}