feat(reports): record the analysis date and what produced a run (#752)

- TradingAgentsGraph.run_settings(): version, provider, models, analysts, debate rounds, language and vendors; no endpoints, keys or paths
- complete_report.md opens with the analysis date and those settings; the saved state log carries them as run_settings

cli/run.py

@@ -381,7 +381,8 @@ def run_analysis(checkpoint: bool | None = None, portfolio=None):
         ).strip()
         save_path = Path(save_path_str)
         try:
-            report_file = write_report_tree(final_state, selections["ticker"], save_path)
+            report_file = write_report_tree(final_state, selections["ticker"], save_path,
+                                            settings=graph.run_settings())
             console.print(f"\n[green]✓ Report saved to:[/green] {save_path.resolve()}")
             console.print(f"  [dim]Complete report:[/dim] {report_file.name}")
         except Exception as e:

tests/test_cli_display.py

@@ -61,7 +61,10 @@ def _bare_graph(tmp_path):
     from tradingagents.graph.trading_graph import TradingAgentsGraph
 
     graph = object.__new__(TradingAgentsGraph)
-    graph.config = {"results_dir": str(tmp_path)}
+    graph.config = {"results_dir": str(tmp_path), "llm_provider": "openai", "deep_think_llm": "d",
+                    "quick_think_llm": "q", "max_debate_rounds": 1, "max_risk_discuss_rounds": 1,
+                    "output_language": "English", "data_vendors": {}, "tool_vendors": {}}
+    graph.selected_analysts = ("market",)
     return graph
 
 
@@ -87,6 +90,7 @@ def test_the_state_log_names_each_field_as_the_state_does(tmp_path):
     assert logged["investment_plan"] == "计划"
     assert "trader_investment_decision" not in logged
     assert "judge_decision" not in json.dumps(logged)
+    assert logged["run_settings"]["deep_think_llm"] == "d"
 
 
 @pytest.mark.unit

tests/test_reporting.py

@@ -21,6 +21,11 @@ def _state():
     }
 
 
+SETTINGS = {"version": "0.5.2", "llm_provider": "openai", "deep_think_llm": "gpt-6-sol",
+            "quick_think_llm": "gpt-6-luna", "analysts": ["market", "news"], "max_debate_rounds": 1,
+            "max_risk_discuss_rounds": 2, "data_vendors": {"core_stock_apis": "yfinance"}}
+
+
 @pytest.mark.unit
 def test_write_report_tree_creates_files(tmp_path):
     out = write_report_tree(_state(), "AAPL", tmp_path)
@@ -37,16 +42,65 @@ def test_write_report_tree_creates_files(tmp_path):
 
 @pytest.mark.unit
 def test_save_reports_explicit_path(tmp_path):
-    # Unbound: with an explicit save_path, the method doesn't touch self/config.
+    graph = SimpleNamespace(run_settings=lambda: SETTINGS)
-    out = TradingAgentsGraph.save_reports(None, _state(), "AAPL", save_path=tmp_path)
+    out = TradingAgentsGraph.save_reports(graph, _state(), "AAPL", save_path=tmp_path)
     assert (tmp_path / "complete_report.md").exists()
     assert out == tmp_path / "complete_report.md"
 
 
 @pytest.mark.unit
 def test_save_reports_defaults_under_results_dir(tmp_path):
-    mock_self = SimpleNamespace(config={"results_dir": str(tmp_path)})
+    mock_self = SimpleNamespace(config={"results_dir": str(tmp_path)}, run_settings=lambda: SETTINGS)
     out = TradingAgentsGraph.save_reports(mock_self, _state(), "AAPL")
     assert out.exists()
     assert out.parent.parent.name == "reports"  # results_dir/reports/AAPL_<stamp>/...
     assert out.parent.name.startswith("AAPL_")
+
+
+
+@pytest.mark.unit
+def test_the_report_names_the_analysis_date_and_what_produced_it(tmp_path):
+    state = dict(_state(), trade_date="2026-09-23")
+
+    header = write_report_tree(state, "NVDA", tmp_path, settings=SETTINGS).read_text().split("## ")[0]
+
+    assert "Analysis date: 2026-09-23" in header
+    assert "TradingAgents 0.5.2" in header
+    assert "openai, deep gpt-6-sol, quick gpt-6-luna" in header
+    assert "Analysts: market, news" in header
+    assert "research debate rounds 1, risk debate rounds 2" in header
+    assert "core_stock_apis yfinance" in header
+
+
+@pytest.mark.unit
+def test_run_settings_record_the_run_without_endpoints_or_paths():
+    from tradingagents.graph.trading_graph import TradingAgentsGraph
+
+    graph = object.__new__(TradingAgentsGraph)
+    graph.selected_analysts = ("market", "news")
+    graph.config = {"llm_provider": "openai", "deep_think_llm": "gpt-6-sol", "quick_think_llm": "gpt-6-luna",
+                    "max_debate_rounds": 1, "max_risk_discuss_rounds": 1, "output_language": "English",
+                    "data_vendors": {"core_stock_apis": "yfinance"}, "tool_vendors": {},
+                    "backend_url": "https://user:secret@relay.example/v1", "results_dir": "/home/me/results"}
+
+    settings = graph.run_settings()
+
+    assert settings["analysts"] == ["market", "news"]
+    assert settings["deep_think_llm"] == "gpt-6-sol"
+    assert "secret" not in str(settings) and "/home/me" not in str(settings)
+
+
+@pytest.mark.unit
+def test_a_partial_settings_dict_still_writes_the_report(tmp_path):
+    out = write_report_tree(_state(), "AAPL", tmp_path, settings={"llm_provider": "openai"})
+    assert "openai" in out.read_text()
+
+
+@pytest.mark.unit
+def test_run_settings_name_the_version_of_the_running_code():
+    import tradingagents
+    from tradingagents.graph.trading_graph import TradingAgentsGraph
+
+    graph = object.__new__(TradingAgentsGraph)
+    graph.selected_analysts, graph.config = ("market",), {}
+    assert graph.run_settings()["version"] == tradingagents.__version__

tradingagents/graph/trading_graph.py

@@ -6,6 +6,7 @@ from datetime import datetime
 from pathlib import Path
 from typing import Any
 
+import tradingagents
 from tradingagents.agents.context import build_instrument_context, resolve_instrument_identity
 from tradingagents.agents.rating import run_rating
 from tradingagents.dataflows.config import run_config, set_config
@@ -241,6 +242,26 @@ class TradingAgentsGraph:
                 self._run_signature(asset_type, portfolio),
             )
 
+    def run_settings(self) -> dict:
+        """What produces this graph's runs, for the saved report and state log.
+
+        An allowlist: endpoints (a backend_url can carry credentials), keys and
+        local paths are never recorded.
+        """
+        cfg = self.config
+        return {
+            "version": tradingagents.__version__,
+            "llm_provider": cfg.get("llm_provider"),
+            "deep_think_llm": cfg.get("deep_think_llm"),
+            "quick_think_llm": cfg.get("quick_think_llm"),
+            "analysts": list(self.selected_analysts),
+            "max_debate_rounds": cfg.get("max_debate_rounds"),
+            "max_risk_discuss_rounds": cfg.get("max_risk_discuss_rounds"),
+            "output_language": cfg.get("output_language"),
+            "data_vendors": dict(cfg.get("data_vendors") or {}),
+            "tool_vendors": dict(cfg.get("tool_vendors") or {}),
+        }
+
     def save_reports(self, final_state, ticker, save_path=None) -> Path:
         """Write the markdown report tree for a completed run, like the CLI does.
 
@@ -254,7 +275,7 @@ class TradingAgentsGraph:
                 / "reports"
                 / f"{safe_ticker_component(ticker)}_{stamp}"
             )
-        return write_report_tree(final_state, ticker, save_path)
+        return write_report_tree(final_state, ticker, save_path, settings=self.run_settings())
 
     def create_run_state(self, company_name, trade_date, asset_type: str = "stock", portfolio=None):
         """Build a run's initial state; propagate() and the CLI both start here.
@@ -370,6 +391,7 @@ class TradingAgentsGraph:
             "investment_plan": final_state["investment_plan"],
             "final_trade_decision": final_state["final_trade_decision"],
             "final_rating": run_rating(final_state),
+            "run_settings": self.run_settings(),
         }
 
         # A ticker that would escape the results directory is rejected.

tradingagents/reporting.py

@@ -10,8 +10,31 @@ from datetime import datetime
 from pathlib import Path
 
 
-def write_report_tree(final_state: dict, ticker: str, save_path) -> Path:
+def _header(ticker: str, final_state: dict, settings: dict | None) -> str:
-    """Save a completed run's reports to ``save_path``; return the complete-report path."""
+    """The report's title and what produced it: analysis date, version, models, analysts, vendors."""
+    lines = [f"# Trading Analysis Report: {ticker}", ""]
+    if final_state.get("trade_date"):
+        lines.append(f"- Analysis date: {final_state['trade_date']}")
+    lines.append(f"- Generated: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}")
+    if settings:
+        s = settings.get
+        lines.append(f"- TradingAgents {s('version', '?')}: {s('llm_provider', '?')}, "
+                     f"deep {s('deep_think_llm', '?')}, quick {s('quick_think_llm', '?')}")
+        lines.append(f"- Analysts: {', '.join(s('analysts') or [])}; "
+                     f"research debate rounds {s('max_debate_rounds', '?')}, "
+                     f"risk debate rounds {s('max_risk_discuss_rounds', '?')}")
+        vendors = {**(s("data_vendors") or {}), **(s("tool_vendors") or {})}
+        if vendors:
+            lines.append("- Data vendors: " + ", ".join(f"{k} {v}" for k, v in vendors.items()))
+    return "\n".join(lines) + "\n\n"
+
+
+def write_report_tree(final_state: dict, ticker: str, save_path, settings: dict | None = None) -> Path:
+    """Save a completed run's reports to ``save_path``; return the complete-report path.
+
+    ``settings`` (``TradingAgentsGraph.run_settings()``) adds what produced the run
+    to the report's header.
+    """
     save_path = Path(save_path)
     save_path.mkdir(parents=True, exist_ok=True)
     sections = []
@@ -96,6 +119,7 @@ def write_report_tree(final_state: dict, ticker: str, save_path) -> Path:
         sections.append(f"## V. Portfolio Manager Decision\n\n### Portfolio Manager\n{final_state['final_trade_decision']}")
 
     # Write consolidated report
-    header = f"# Trading Analysis Report: {ticker}\n\nGenerated: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}\n\n"
+    (save_path / "complete_report.md").write_text(
-    (save_path / "complete_report.md").write_text(header + "\n\n".join(sections), encoding="utf-8")
+        _header(ticker, final_state, settings) + "\n\n".join(sections), encoding="utf-8"
+    )
     return save_path / "complete_report.md"