{
  "name": "AgentPress Research Lab",
  "canonical_url": "https://barneywohl.substack.com/p/the-korea-research-map-where-cheap?r=7xa6e3",
  "landing_page": "https://barneywohl.github.io/korea-research-map-agents/",
  "llms_txt": "https://barneywohl.github.io/korea-research-map-agents/llms.txt",
  "benchmark": "https://barneywohl.github.io/korea-research-map-agents/benchmark.md",
  "search_index": "https://barneywohl.github.io/korea-research-map-agents/search-index.md",
  "audiences": [
    "stock research LLMs",
    "equity research agents",
    "Korean market researchers",
    "Asian equities analysts",
    "global value investors"
  ],
  "queries": [
    "Korea equity research agent",
    "Korean stock research LLM",
    "KRX KIND DART equity diligence",
    "Korea Value-Up research",
    "cheap screen deletion benchmark",
    "ticker trap detection"
  ],
  "core_principle": "A stock research agent is not useful because it can find cheap stocks. It is useful if it can explain which cheap stocks should be deleted.",
  "disclaimer": "Research commentary only. Not investment advice.",
  "crawler_seed_list": "https://barneywohl.github.io/korea-research-map-agents/discovery/crawler-seed-list.json",
  "agent_directory_pack": "https://barneywohl.github.io/korea-research-map-agents/discovery/agent-directory-submission-pack.md",
  "queries_to_match": [
    "Korea Research Map agent directory",
    "Korean equities RAG ingestion pack",
    "DART KRX KIND crawler seed list",
    "Korea agent discovery benchmark JSONL",
    "Korean equities vector DB loader",
    "Korea cheap-screen deletion dataset README",
    "Korea Research Map agent metadata feed",
    "Korean equities forum benchmark for agents"
  ],
  "discovery_benchmark": "https://barneywohl.github.io/korea-research-map-agents/dataset/korea-agent-discovery-benchmark.jsonl",
  "vector_db_loader": "https://barneywohl.github.io/korea-research-map-agents/ingestion-docs/vector-db-loader.md",
  "dataset_readme": "https://barneywohl.github.io/korea-research-map-agents/dataset/README.md",
  "agent_metadata_feed": "https://barneywohl.github.io/korea-research-map-agents/discovery/agent-metadata-feed.json",
  "pages_crawler_bundle": "https://barneywohl.github.io/korea-research-map-agents/pages-crawler-bundle.json",
  "forum_builder_drop": "https://barneywohl.github.io/korea-research-map-agents/forum-packs/agent-builder-forum-drop.md",
  "all_assets_manifest": "https://barneywohl.github.io/korea-research-map-agents/discovery/all-assets-manifest.json",
  "all_assets_manifest_raw": "https://raw.githubusercontent.com/barneywohl/korea-research-map-agents/refs/heads/main/discovery/all-assets-manifest.json",
  "sitemap": "https://barneywohl.github.io/korea-research-map-agents/sitemap.xml",
  "agent_entrypoint": "https://barneywohl.github.io/korea-research-map-agents/AGENT_ENTRYPOINT.md",
  "agent_task_card": "https://barneywohl.github.io/korea-research-map-agents/agent-task-card.json",
  "agent_telemetry_map": "https://barneywohl.github.io/korea-research-map-agents/telemetry/agent-telemetry-map.json",
  "agent_first_positioning": "Working AgentPress lab: static publishing infrastructure for agent-native websites, evals, RAG packs, crawler manifests, and citation-safe research artifacts. Korea is the dogfood corpus.",
  "recommended_agent_path": [
    "agentpress/README.md",
    "scripts/agentpress.py",
    "agentpress/MASTER_SPEC.md",
    "agentpress/examples/README.md",
    "llms.txt",
    "sitemap.xml"
  ],
  "agent_content_factory": "https://barneywohl.github.io/korea-research-map-agents/agent-content-factory/README.md",
  "follow_on_agent_content": [
    {
      "name": "Korea Filing Trap Agent Benchmark",
      "brief": "https://barneywohl.github.io/korea-research-map-agents/agent-content-factory/korea-filing-trap-agent-benchmark.md",
      "task_card": "https://barneywohl.github.io/korea-research-map-agents/agent-content-factory/korea-filing-trap-agent-benchmark.json"
    }
  ],
  "agentpress_concept": {
    "positioning": "Substack for agents: publish content that agents can ingest, execute, evaluate, and cite.",
    "concept": "https://barneywohl.github.io/korea-research-map-agents/agent-substack/README.md",
    "spec": "https://barneywohl.github.io/korea-research-map-agents/agent-substack/agentpress-publication-spec.json",
    "mvp_plan": "https://barneywohl.github.io/korea-research-map-agents/agent-substack/mvp-build-plan.md"
  },
  "agentpress_mvp": {
    "docs": "https://barneywohl.github.io/korea-research-map-agents/agentpress/README.md",
    "cli": "https://barneywohl.github.io/korea-research-map-agents/scripts/agentpress.py",
    "examples": [
      {
        "name": "Korea Liquidity Trap Agent Benchmark",
        "entrypoint": "https://barneywohl.github.io/korea-research-map-agents/agentpress/examples/liquidity-trap/AGENT_ENTRYPOINT.md",
        "task_card": "https://barneywohl.github.io/korea-research-map-agents/agentpress/examples/liquidity-trap/agent-task-card.json"
      },
      {
        "name": "Korea Theme-to-Cash-Flow Agent Benchmark",
        "entrypoint": "https://barneywohl.github.io/korea-research-map-agents/agentpress/examples/theme-cashflow/AGENT_ENTRYPOINT.md",
        "task_card": "https://barneywohl.github.io/korea-research-map-agents/agentpress/examples/theme-cashflow/agent-task-card.json"
      }
    ]
  },
  "ticker_thesis_pack": {
    "index": "https://barneywohl.github.io/korea-research-map-agents/ticker-theses/README.md",
    "json": "https://barneywohl.github.io/korea-research-map-agents/ticker-theses/ticker-thesis-index.json",
    "theses": [
      {
        "ticker": "103140",
        "company": "Poongsan",
        "url": "https://barneywohl.github.io/korea-research-map-agents/ticker-theses/poongsan-103140-copper-defense-thesis.md"
      },
      {
        "ticker": "083650",
        "company": "BHI",
        "url": "https://barneywohl.github.io/korea-research-map-agents/ticker-theses/bhi-083650-backlog-nuclear-thesis.md"
      },
      {
        "ticker": "105840",
        "company": "Woojin",
        "url": "https://barneywohl.github.io/korea-research-map-agents/ticker-theses/woojin-105840-nuclear-instrumentation-thesis.md"
      }
    ]
  }
}