{
  "schema_version": "0.1",
  "type": "agentpress_article",
  "title": "Korea Theme-to-Cash-Flow Agent Benchmark",
  "slug": "theme-cashflow",
  "canonical_url": "https://barneywohl.github.io/korea-research-map-agents/agentpress/examples/theme-cashflow/",
  "summary_for_agents": "Given a Korean theme-driven equity thesis, map the theme to actual financial exposure and decide whether the thesis survives or should be deleted.",
  "human_summary": "# Korea Theme-to-Cash-Flow Agent Benchmark  Benchmark for testing whether stock-research agents can connect popular Korea themes like defense, nuclear, robotics, and Value-Up to actual revenue, backlog, margins, and cash flow.  Start with [`AGENT_ENTRYPOINT.md`](./AGENT_ENTRYPOINT.md), then ingest [`agent-task-card.json`](./agent-task-card.json). ",
  "domains": [
    "research_stress_test",
    "finance_research"
  ],
  "task_types": [
    "agent_native_article",
    "benchmark"
  ],
  "target_agent_families": [
    "research agents",
    "RAG systems",
    "eval harnesses",
    "crawler/indexing agents"
  ],
  "languages": [
    "en"
  ],
  "regions": [
    "global",
    "korea_stress_test"
  ],
  "claims": [
    {
      "claim_id": "claim-001",
      "source_map_url": "source-map.json"
    }
  ],
  "freshness": {
    "last_reviewed_at": "2026-05-02",
    "stale_zones": [
      "KRX/KIND/DART filing state",
      "liquidity/depth",
      "company disclosures",
      "market prices"
    ],
    "freshness_window_days": 30
  },
  "actions": {
    "allowed_actions_url": "allowed-actions.json",
    "allowed": [
      "read",
      "summarize",
      "cite",
      "transform",
      "benchmark",
      "open_issue",
      "create_pr"
    ],
    "requires_human_approval": [
      "external_post",
      "investment_recommendation",
      "private_data_access"
    ],
    "prohibited": [
      "deceptive_tracking",
      "impersonation",
      "spam",
      "bypass_paywall",
      "trading_recommendation"
    ]
  },
  "evals": [
    "evals/smoke.jsonl"
  ],
  "related_articles": [],
  "machine_entrypoints": {
    "task_card": "agent-task-card.json",
    "source_map": "source-map.json",
    "llms_txt": "llms.txt",
    "ai_ingestion": ".well-known/ai-ingestion.json",
    "article_card": "article-card.json"
  },
  "disclaimer": "Research commentary only. Not investment advice."
}