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-e\n\n# Install required Python packages\npython3 -m pip install --upgrade pip\npip install \\\n numpy \\\n pandas \\\n jupyterlab \\\n ipywidgets \\\n statsmodels \\\n openpyxl \\\n matplotlib \\\n streamlit \\\n fastapi \\\n uvicorn \\\n hypothesis\n\necho \"✅ Python environment ready\"","mode","on","preset_allowlist","allowlist_domains","pypi.org, github.com, files.pythonhosted.org, deb.debian.org, security.ubuntu.com, raw.githubusercontent.com","allowlist_rules","denylist_domains","safe_methods_only","number",3929,"https://github.com/stranske/Trend_Model_Project/pull/3929","state","closed","merged","mergeable","draft","title","chore(codex): bootstrap PR for issue #3915","body","\n\n\n\n## Automated Status Summary\n#### Scope\n- [ ] `trend_portfolio_app.app._PipelineProxy` scans `gc.get_objects()` to prefer patched pipeline modules, which aids testing but adds overhead and magic. Production deployments could benefit from an opt-in simple mode that imports the pipeline directly.\n\n#### Tasks\n- [x] Add an environment flag (e.g., `TREND_PIPELINE_PROXY_SIMPLE`) that, when set, skips GC scanning and directly imports `trend_analysis.pipeline`.\n- [x] Ensure default behaviour remains unchanged (GC scanning enabled) to preserve test friendliness.\n- [x] Add tests covering both modes to assert correct pipeline resolution and instrumentation behaviour.\n\n#### Acceptance criteria\n- [x] - Setting the new env flag yields a direct-import proxy path; default continues to honour GC-scanned modules.\n- [x] - Tests cover simple and default modes and pass without changing existing app behaviour for users who do not set the flag.\n\n**Head SHA:** 18c5f913c8998e0ce6e59c6aa2c997e0e75bd088\n**Latest Runs:** ✅ success — Gate\n**Required:** gate: ✅ success\n\n| Workflow / Job | Result | Logs |\n|----------------|--------|------|\n| Agents PR meta manager | ❔ in progress | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19849663830) |\n| CI Autofix Loop | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19849591163) |\n| Gate | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19849591194) |\n| Health 40 Sweep | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19849591165) |\n| Health 44 Gate Branch Protection | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19849591173) |\n| Health 45 Agents Guard | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19849591182) |\n| Health 50 Security Scan | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19849591162) |\n| Maint 52 Validate Workflows | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19849591190) |\n| PR 11 - Minimal invariant CI | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19849591169) |\n","base","head","base_sha","116715d9a4d28e6aa29a669788640ec8a5722dbd","head_sha","18c5f913c8998e0ce6e59c6aa2c997e0e75bd088","head_repo_id","head_repo_full_name","merge_commit_sha","76414f32f1065289320abbf6edca81d0d426f8fd","comments","diff","user",{"_266":267,"_160":267,"_317":-5,"_270":271,"_53":268},"commits",24,"changed_files",5,"additions",275,"deletions",11,"email","events",[],[],"messages",[],{"_104":587,"_588":589,"_590":591,"_592":593,"_594":-5},{"_104":572,"_108":105,"_341":573},{"_104":326,"_327":328},"partial_repo_snapshot","files",[329],{"_330":331,"_332":-5,"_333":334,"_335":-5},"path","tests/app/test_portfolio_app_additional.py","contents","line_range_contents",[336],"missing_reason",{"_337":338,"_339":340,"_341":342,"_343":70},"line_range_start",1,"line_range_end",408,"content",[344,178,345,346,347,178,348,349,178,350,178,178,351,352,353,354,355,356,178,357,358,359,178,360,361,362,178,178,363,352,364,355,356,365,366,178,360,367,178,178,368,352,369,370,371,356,372,373,374,366,178,360,375,178,178,376,352,353,354,377,178,378,379,178,380,178,360,381,178,178,382,369,383,178,384,178,385,386,387,178,388,389,390,178,391,392,393,394,395,178,360,178,396,397,398,399,178,178,400,401,402,403,404,178,405,178,384,178,406,389,407,408,178,385,386,387,178,409,393,410,395,178,360,178,396,411,398,412,399,413,178,178,414,403,404,178,388,415,408,178,401,402,178,394,416,391,417,395,178,418,352,178,419,178,420,421,422,362,178,178,423,424,425,426,178,427,428,429,178,430,431,432,178,178,433,434,435,436,178,437,438,439,440,441,442,443,444,445,178,446,447,448,449,450,441,451,452,453,454,455,456,457,458,459,460,461,451,178,178,462,463,464,465,466,443,467,468,178,469,470,471,472,178,178,473,474,475,476,477,478,479,480,481,482,483,484,485,486,178,487,488,178,489,488,178,490,491,492,493,492,494,178,495,496,178,497,498,178,499,500,501,178,502,503,178,504,505,178,506,507,178,508,509,178,510,511,178,512,513,178,514,515,178,516,517,178,518,519,178,520,521,178,178,522,523,524,372,525,374,526,178,527,528,529,442,530,531,532,533,534,441,443,535,536,372,537,538,539,540,541,542,543,544,545,374,178,546,547,178,548,549,550,551,178,178,552,523,524,372,525,374,526,553,554,178,555,556,178,557,558,178,546,547,178,559,178,178,560,523,561,562,524,372,525,374,526,178,563,528,530,531,532,533,478,443,535,536,558,178,546,547,178,564,565,178,178,566,523,524,372,525,374,526,178,563,535,178,567,568,178,569,570,558,178,546,547,178,571],"contains_end_of_file","from __future__ import annotations","import gc","import sys","from types import ModuleType, SimpleNamespace","import pandas as pd","import pytest","import trend_portfolio_app.app as app","def test_pipeline_proxy_prefers_gc_patched_module(monkeypatch):"," monkeypatch.delenv(\"TREND_PIPELINE_PROXY_SIMPLE\", raising=False)"," base_module = SimpleNamespace(run=lambda cfg: \"base\")"," monkeypatch.setitem(sys.modules, \"trend_analysis.pipeline\", base_module)"," pkg_module = SimpleNamespace(run=lambda cfg: \"pkg\")"," monkeypatch.setattr(app, \"_trend_pkg\", SimpleNamespace(pipeline=pkg_module))"," patched_module = ModuleType(\"trend_analysis.pipeline\")"," patched_module.run = lambda cfg: \"patched\""," monkeypatch.setattr(gc, \"get_objects\", lambda: [patched_module])"," result = app.pipeline.run(object())"," assert result == \"patched\""," assert app._PIPELINE_DEBUG[-1][:2] == (\"run\", False)","def test_pipeline_proxy_falls_back_to_package(monkeypatch):"," monkeypatch.setitem(sys.modules, \"trend_analysis.pipeline\", None)"," monkeypatch.setattr(app, \"_resolve_pipeline\", lambda fresh=False: pkg_module)"," monkeypatch.setattr(gc, \"get_objects\", lambda: [])"," assert result == \"pkg\"","def test_pipeline_proxy_uses_package_attribute(monkeypatch):"," module = ModuleType(\"trend_analysis.pipeline\")"," monkeypatch.setitem(sys.modules, \"trend_analysis.pipeline\", module)"," pkg_module = SimpleNamespace(run=lambda cfg: \"package\")"," monkeypatch.setattr("," app, \"_resolve_pipeline\", lambda fresh=False, simple=False: module"," )"," assert result == \"package\"","def test_pipeline_proxy_handles_gc_errors(monkeypatch):"," monkeypatch.setattr(app, \"_trend_pkg\", SimpleNamespace(pipeline=base_module))"," def raising_get_objects() -> list[object]:"," raise RuntimeError(\"boom\")"," monkeypatch.setattr(gc, \"get_objects\", raising_get_objects)"," assert result == \"base\"","def test_pipeline_proxy_simple_mode_direct_import(monkeypatch):"," module.run = lambda cfg: \"direct\""," called = {\"gc\": False, \"imports\": 0}"," def fake_get_objects():"," called[\"gc\"] = True"," return []"," def resolve_stub(*, fresh=False, simple=False):"," called[\"imports\"] += 1"," return module"," monkeypatch.setattr(app, \"_resolve_pipeline\", resolve_stub)"," monkeypatch.setattr(app, \"_trend_pkg\", SimpleNamespace(pipeline=None))"," monkeypatch.setattr(gc, \"get_objects\", fake_get_objects)"," monkeypatch.setenv(\"TREND_PIPELINE_PROXY_SIMPLE\", \"1\")"," app._PIPELINE_DEBUG.clear()"," assert result == \"direct\""," assert called[\"gc\"] is False"," assert called[\"imports\"] == 1"," assert app._PIPELINE_DEBUG[-1][:2] == (\"run\", True)","def test_pipeline_proxy_simple_mode_ignores_sys_modules_patch(monkeypatch):"," patched = ModuleType(\"trend_analysis.pipeline\")"," patched.run = lambda cfg: \"patched\""," canonical = ModuleType(\"trend_analysis.pipeline\")"," canonical.run = lambda cfg: \"direct\""," monkeypatch.setitem(sys.modules, \"trend_analysis.pipeline\", patched)"," def import_module_stub(mod: str):"," sys.modules[mod] = canonical"," return canonical"," monkeypatch.setattr(app, \"import_module\", import_module_stub)"," monkeypatch.setenv(\"TREND_PIPELINE_PROXY_SIMPLE\", \"true\")"," assert sys.modules.get(\"trend_analysis.pipeline\") is canonical"," assert called.get(\"gc\", False) is False"," assert sys.modules[\"trend_analysis.pipeline\"] is canonical","def test_pipeline_proxy_switches_between_modes(monkeypatch):"," sys.modules[\"trend_analysis.pipeline\"] = canonical"," monkeypatch.setattr(app, \"_trend_pkg\", SimpleNamespace(pipeline=canonical))"," monkeypatch.setattr(gc, \"get_objects\", lambda: [patched])"," simple_result = app.pipeline.run(object())"," default_result = app.pipeline.run(object())"," assert simple_result == \"direct\""," assert default_result == \"patched\""," assert app._PIPELINE_DEBUG[-2][:2] == (\"run\", True)","def test_columns_normalisation_uses_placeholders(monkeypatch):"," class StubColumns:"," def __call__(self, spec):"," return []"," monkeypatch.setattr(app.st, \"columns\", StubColumns())"," placeholder = object()"," monkeypatch.setattr(app.st, \"empty\", lambda: placeholder)"," cols = app._columns(2)"," assert len(cols) == 2"," assert cols[0] is placeholder","def test_summary_helpers_and_multi_rounding():"," df = pd.DataFrame({\"Sharpe\": [0.12345, 0.98765]})"," summary = app._summarise_run_df(df)"," assert summary.iloc[0, 0] == pytest.approx(0.1234)"," result = {"," \"out_sample_stats\": {"," \"user\": SimpleNamespace(cagr=0.1, sharpe=0.8),"," \"equal\": {\"cagr\": 0.05, \"sharpe\": 0.6},"," },"," \"benchmark_ir\": {\"user\": {\"FundA\": 0.3, \"equal_weight\": 0.1}},"," }"," summary_table = app._build_summary_from_result(result)"," assert \"ir_user\" in summary_table.columns"," multi_results = ["," {"," \"period\": (\"2020-01\", \"2020-12\", \"2021-01\", \"2021-12\"),"," \"out_ew_stats\": {\"sharpe\": 0.8, \"cagr\": 0.1},"," \"out_user_stats\": SimpleNamespace(sharpe=0.9, cagr=0.12),"," ]"," multi_summary = app._summarise_multi(multi_results)"," assert list(multi_summary.columns) == ["," \"in_start\","," \"in_end\","," \"out_start\","," \"out_end\","," \"ew_sharpe\","," \"user_sharpe\","," \"ew_cagr\","," \"user_cagr\",","def test_apply_session_state_merges_nested(monkeypatch):"," state = {"," \"data.csv_path\": \"data.csv\","," \"portfolio.mode\": \"rank\","," \"sample_split.window._months\": \"3\","," monkeypatch.setattr(app.st, \"session_state\", state)"," cfg: dict[str, object] = {}"," app._apply_session_state(cfg)"," assert cfg[\"data\"][\"csv_path\"] == \"data.csv\""," assert cfg[\"portfolio\"][\"mode\"] == \"rank\""," assert cfg[\"sample_split\"][\"window\"][\"length\"] == 63","class StubStreamlit:"," def __init__(self):"," self.session_state = {"," \"data.csv_path\": \"input.csv\","," \"portfolio.mode\": \"rank\","," }"," self.warnings: list[str] = []"," self.successes: list[str] = []"," self.dataframes: list[pd.DataFrame] = []"," self.downloads: list[tuple[str, bytes]] = []"," self.captions: list[str] = []"," self.line = []"," self.bar = []"," self.infos: list[str] = []"," def header(self, text: str) -> None:"," pass"," def subheader(self, text: str) -> None:"," def button(self, label: str, **_: object) -> bool:"," if label == \"Run Single Period\":"," return True"," if label == \"Run Multi-Period\":"," return False"," def text_input(self, label: str, **_: object) -> str:"," return \"input.csv\""," def download_button(self, label: str, *, data: bytes, **_: object) -> None:"," self.downloads.append((label, data))"," class _Spinner:"," def __enter__(self) -> None:"," return None"," def __exit__(self, exc_type, exc, tb) -> bool:"," return False"," def spinner(self, message: str) -> \"StubStreamlit._Spinner\":"," return StubStreamlit._Spinner()"," def dataframe(self, df: pd.DataFrame, **_: object) -> None:"," self.dataframes.append(df.copy())"," def warning(self, message: str) -> None:"," self.warnings.append(message)"," def success(self, message: str) -> None:"," self.successes.append(message)"," def caption(self, text: str) -> None:"," self.captions.append(text)"," def line_chart(self, df: pd.DataFrame) -> None:"," self.line.append(df.copy())"," def bar_chart(self, df: pd.DataFrame) -> None:"," self.bar.append(df.copy())"," def info(self, message: str) -> None:"," self.infos.append(message)"," def empty(self):"," return app._NullContext()","def test_render_run_section_success(monkeypatch):"," stub = StubStreamlit()"," monkeypatch.setattr(app, \"st\", stub)"," app, \"_columns\", lambda spec: [app._NullContext(), app._NullContext()]"," monkeypatch.setattr(app, \"_build_cfg\", lambda cfg: cfg)"," summary_df = pd.DataFrame({\"Sharpe\": [0.8], \"CAGR\": [0.12]})"," full_result = {"," \"out_sample_stats\": {\"user\": SimpleNamespace(cagr=0.1, sharpe=0.8)},"," \"risk_diagnostics\": {"," \"asset_volatility\": pd.DataFrame({\"FundA\": [0.2]}),"," \"portfolio_volatility\": pd.Series([0.1], index=pd.Index([\"2024-01\"])),"," \"turnover\": pd.Series([0.05], index=pd.Index([\"2024-01\"])),"," \"turnover_value\": 0.1234,"," monkeypatch.setattr(app.pipeline, \"run\", lambda cfg: summary_df)"," monkeypatch.setattr(app.pipeline, \"run_full\", lambda cfg: full_result)"," app,"," \"run_multi\","," lambda cfg: ["," {"," \"period\": (\"2020-01\", \"2020-12\", \"2021-01\", \"2021-12\"),"," \"out_ew_stats\": {\"sharpe\": 0.5, \"cagr\": 0.07},"," \"out_user_stats\": {\"sharpe\": 0.6, \"cagr\": 0.08},"," }"," ],"," cfg_dict = {\"data\": {}, \"portfolio\": {}}"," app._render_run_section(cfg_dict)"," assert stub.successes"," assert stub.downloads"," assert any(\"Realised asset volatility\" in text for text in stub.captions)"," assert stub.line and stub.bar","def test_render_run_section_failure_message(monkeypatch):"," monkeypatch.setattr(app, \"_summarise_run_df\", lambda *_: None)"," monkeypatch.setattr(app.pipeline, \"run\", lambda cfg: None)"," def raise_full(cfg):"," raise FileNotFoundError(\"missing.csv\")"," monkeypatch.setattr(app.pipeline, \"run_full\", raise_full)"," monkeypatch.setattr(app, \"run_multi\", lambda cfg: [])"," assert stub.warnings and \"missing.csv\" in stub.warnings[0]","def test_render_run_section_uses_dataframe_fallback(monkeypatch):"," stub.line_chart = \"not-callable\""," stub.bar_chart = \"not-callable\""," summary_df = pd.DataFrame({\"Sharpe\": [0.8]})"," # Fallback should record dataframes for each diagnostic"," assert len(stub.dataframes) >= 3","def test_render_run_section_logs_info_on_partial_results(monkeypatch):"," def raise_error(cfg: object) -> None:"," raise ValueError(\"failed run_full\")"," monkeypatch.setattr(app.pipeline, \"run_full\", raise_error)"," monkeypatch.setattr(app, \"_summarise_run_df\", lambda df: summary_df)"," assert any(\"failed run_full\" in message for message in stub.infos)","message",[574,575,576,577],{"_578":57,"_57":586},{"_578":583,"_330":331,"_337":584,"_339":585},{"_578":57,"_57":582},{"_578":579,"_580":581,"_337":338,"_339":338},"content_type","terminal_chunk_citation","terminal_chunk_id","4e6679","\n\n**Testing**\n* ✅ `pytest tests/app/test_portfolio_app_additional.py -k \"pipeline_proxy\" -q`","repo_file_citation",133,158,"**Summary**\n* Added a regression test that exercises switching from simple-mode direct imports back to the default GC-scanning proxy in the same process, ensuring patched modules remain preferred once the flag is cleared.","pr","pr_title","Add mode-switch test for pipeline proxy simple flag","pr_message","## Summary\n- add coverage ensuring the pipeline proxy can switch between simple and default modes in one process\n- verify GC-scanned patched modules are still preferred after disabling the simple flag\n\n## Testing\n- pytest tests/app/test_portfolio_app_additional.py -k \"pipeline_proxy\" -q","output_diff",{"_104":592,"_595":175,"_139":140,"_596":-5,"_306":597,"_598":599,"_600":338,"_601":602,"_603":43,"_604":605,"_606":-5},"pre_apply_patch","repo_id","preapply_patch_base_commit_sha","diff --git a/tests/app/test_portfolio_app_additional.py b/tests/app/test_portfolio_app_additional.py\nindex c907eabbd81db47f4d8fa43e89b6717457f7db07..de70b79b744f0e085b1a4c1e2c2b267856174303 100644\n--- a/tests/app/test_portfolio_app_additional.py\n+++ b/tests/app/test_portfolio_app_additional.py\n@@ -108,50 +108,78 @@ def test_pipeline_proxy_simple_mode_ignores_sys_modules_patch(monkeypatch):\n \n def import_module_stub(mod: str):\n called[\"imports\"] += 1\n sys.modules[mod] = canonical\n return canonical\n \n def fake_get_objects():\n called[\"gc\"] = True\n return []\n \n monkeypatch.setattr(app, \"import_module\", import_module_stub)\n monkeypatch.setattr(gc, \"get_objects\", fake_get_objects)\n monkeypatch.setenv(\"TREND_PIPELINE_PROXY_SIMPLE\", \"true\")\n app._PIPELINE_DEBUG.clear()\n \n result = app.pipeline.run(object())\n \n assert result == \"direct\"\n assert sys.modules.get(\"trend_analysis.pipeline\") is canonical\n assert called[\"imports\"] == 1\n assert called.get(\"gc\", False) is False\n assert app._PIPELINE_DEBUG[-1][:2] == (\"run\", True)\n assert sys.modules[\"trend_analysis.pipeline\"] is canonical\n \n \n+def test_pipeline_proxy_switches_between_modes(monkeypatch):\n+ canonical = ModuleType(\"trend_analysis.pipeline\")\n+ canonical.run = lambda cfg: \"direct\"\n+\n+ def resolve_stub(*, fresh=False, simple=False):\n+ sys.modules[\"trend_analysis.pipeline\"] = canonical\n+ return canonical\n+\n+ patched = ModuleType(\"trend_analysis.pipeline\")\n+ patched.run = lambda cfg: \"patched\"\n+\n+ monkeypatch.setenv(\"TREND_PIPELINE_PROXY_SIMPLE\", \"1\")\n+ monkeypatch.setattr(app, \"_trend_pkg\", SimpleNamespace(pipeline=canonical))\n+ monkeypatch.setattr(app, \"_resolve_pipeline\", resolve_stub)\n+ monkeypatch.setattr(gc, \"get_objects\", lambda: [patched])\n+ app._PIPELINE_DEBUG.clear()\n+\n+ simple_result = app.pipeline.run(object())\n+ monkeypatch.delenv(\"TREND_PIPELINE_PROXY_SIMPLE\", raising=False)\n+\n+ default_result = app.pipeline.run(object())\n+\n+ assert simple_result == \"direct\"\n+ assert default_result == \"patched\"\n+ assert app._PIPELINE_DEBUG[-2][:2] == (\"run\", True)\n+ assert app._PIPELINE_DEBUG[-1][:2] == (\"run\", False)\n+\n+\n def test_columns_normalisation_uses_placeholders(monkeypatch):\n class StubColumns:\n def __call__(self, spec):\n return []\n \n monkeypatch.setattr(app.st, \"columns\", StubColumns())\n placeholder = object()\n monkeypatch.setattr(app.st, \"empty\", lambda: placeholder)\n \n cols = app._columns(2)\n assert len(cols) == 2\n assert cols[0] is placeholder\n \n \n def test_summary_helpers_and_multi_rounding():\n df = pd.DataFrame({\"Sharpe\": [0.12345, 0.98765]})\n summary = app._summarise_run_df(df)\n assert summary.iloc[0, 0] == pytest.approx(0.1234)\n \n result = {\n \"out_sample_stats\": {\n \"user\": SimpleNamespace(cagr=0.1, sharpe=0.8),\n \"equal\": {\"cagr\": 0.05, \"sharpe\": 0.6},\n },\n \"benchmark_ir\": {\"user\": {\"FundA\": 0.3, \"equal_weight\": 0.1}},\n","external_storage_diff",{"_607":608,"_609":-5},"files_modified","lines_added",28,"lines_removed","commit_message","test: verify pipeline proxy switches modes","additional_parent_commit_shas","file_id","file_00000000aecc71f7add7b528795334c9","ttl",{"_104":307,"_53":96,"_108":307,"_612":613,"_614":615,"_616":617,"_143":-5,"_130":618},[95],"input_items",[637,638,639,640,641,642,643,644,645,646,647,648,649,650,651,652,653,654,655,656,657,658,659,660,661,662,663,664,665,666],"external_post_config",{"_619":620,"_239":175,"_621":284,"_250":-5,"_595":233,"_622":18,"_623":-5,"_624":-5,"_625":-5,"_626":627,"_628":-5,"_629":-5,"_630":631,"_632":18,"_633":70,"_634":65,"_635":18,"_636":-5},"user_model_slug","slug",1764647933.906255,"installation_id",71148695,"pr_number","enable_internal_github_app_routing","gitlab_service_account_project_id","review_trigger","comment_id","comment_type","issue","pr_write_guard_token","pending_pr_reaction_id","pending_comment_reaction_id",317085466,"comment_if_no_findings","comment_on_error","share_url","is_parallel_review","review_summary_id",{"_104":572,"_108":307,"_341":703},{"_291":292,"_293":698,"_699":700,"_701":140,"_303":-5,"_104":702},{"_104":667,"_293":697,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":694,"_330":695,"_669":696,"_670":338},{"_104":667,"_293":693,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":675,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":692,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":691,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":690,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":689,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":688,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":687,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":686,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":685,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":684,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":683,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":682,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":675,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":681,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":680,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":679,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":678,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":677,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":676,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":675,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":674,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":673,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":672,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":671,"_330":-5,"_669":-5,"_670":-5},{"_104":667,"_293":668,"_330":-5,"_669":-5,"_670":-5},"pull_request_comment","Checklist \n- [x] Add an environment flag that skips GC scanning and directly imports `trend_analysis.pipeline`. \n- [x] Ensure default behaviour remains unchanged (GC scanning enabled). \n- [x] Add tests covering both modes to assert correct pipeline resolution and instrumentation behaviour. \n\n**Summary**\n* Added simple-mode caching keyed by the environment flag so direct-import pipeline modules are reused while clearing the cache when the flag is disabled, preserving default GC-scanning behaviour otherwise. [src/trend_portfolio_app/app.pyL86-L143](https://github.com/stranske/Trend_Model_Project/blob/1b31af727b6900c1f8f3c5d477286f904b13de13/src/trend_portfolio_app/app.py#L86-L143)\n* Expanded simple-mode tests to cover caching and sys.modules handling alongside the existing GC-scanning defaults. [tests/app/test_portfolio_app_additional.pyL99-L153](https://github.com/stranske/Trend_Model_Project/blob/1b31af727b6900c1f8f3c5d477286f904b13de13/tests/app/test_portfolio_app_additional.py#L99-L153)\n\n**Testing**\n* ✅ `pytest tests/app/test_portfolio_app_additional.py -k \"pipeline_proxy\" -q`\n\n [View task →](https://chatgpt.com/s/cd_692e578ea9c48191b4a3b42dcbebe01e)","side","line","","","\n\n\n\n@codex Your objective is to satisfy the **Acceptance Criteria** by completing each **Task** within the defined **Scope**.\n\n**This round you MUST:**\n1. Implement actual code or test changes that advance at least one incomplete task toward acceptance.\n2. Commit meaningful source code (.py, .yml, .js, etc.)—not just status/docs updates.\n3. Mark a task checkbox complete ONLY after verifying the implementation works.\n4. **POST A REPLY COMMENT** with the updated checklist showing `- [x]` for completed items.\n\n**DO NOT:**\n- Commit only status files, markdown summaries, or documentation when tasks require code.\n- Re-post checklists without making implementation progress.\n- Close the round without source-code changes when acceptance criteria require them.\n- Complete work without posting a reply comment showing which checkboxes are now checked.\n\nReview the Scope/Tasks/Acceptance below, identify the next incomplete task that requires code, implement it, then **post a reply comment** with the updated checklist showing your verified progress (change `- [ ]` to `- [x]` for completed items).\n\n#### Scope\n- [ ] `trend_portfolio_app.app._PipelineProxy` scans `gc.get_objects()` to prefer patched pipeline modules, which aids testing but adds overhead and magic. Production deployments could benefit from an opt-in simple mode that imports the pipeline directly.\n\n#### Tasks\n- [ ] Add an environment flag (e.g., `TREND_PIPELINE_PROXY_SIMPLE`) that, when set, skips GC scanning and directly imports `trend_analysis.pipeline`.\n- [ ] Ensure default behaviour remains unchanged (GC scanning enabled) to preserve test friendliness.\n- [x] Add tests covering both modes to assert correct pipeline resolution and instrumentation behaviour.\n\n#### Acceptance Criteria\n- [ ] - Setting the new env flag yields a direct-import proxy path; default continues to honour GC-scanned modules.\n- [ ] - Tests cover simple and default modes and pass without changing existing app behaviour for users who do not set the flag.\n\n**Head SHA:** 1b31af727b6900c1f8f3c5d477286f904b13de13\n**Latest Runs:** ✅ success — Gate\n**Required:** gate: ✅ success\n\n| Workflow / Job | Result | Logs |\n|----------------|--------|------|\n| Agents PR meta manager | ❔ in progress | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19845497029) |\n| CI Autofix Loop | ❌ failure | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19845337812) |\n| Gate | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19845337750) |\n| Health 40 Sweep | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19845337772) |\n| Health 44 Gate Branch Protection | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19845337603) |\n| Health 45 Agents Guard | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19845337588) |\n| Health 50 Security Scan | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19845337566) |\n| Maint 52 Validate Workflows | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19845337553) |\n| PR 11 - Minimal invariant CI | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19845337558) |","**Summary**\n* Added proxy instrumentation to record whether pipeline resolution ran in simple or default mode while preserving cached module IDs for debugging. [src/trend_portfolio_app/app.pyL45-L154](https://github.com/stranske/Trend_Model_Project/blob/7920720b56493e1c531b314afd25d251c9bde542/src/trend_portfolio_app/app.py#L45-L154)\n* Updated pipeline proxy tests to assert the recorded mode for both GC-scanning default behaviour and simple-mode direct imports. [tests/app/test_portfolio_app_additional.pyL13-L129](https://github.com/stranske/Trend_Model_Project/blob/7920720b56493e1c531b314afd25d251c9bde542/tests/app/test_portfolio_app_additional.py#L13-L129)\n\n**Checklist**\n- [x] Add an environment flag that skips GC scanning and directly imports `trend_analysis.pipeline`.\n- [x] Ensure default behaviour remains unchanged (GC scanning enabled).\n- [x] Add tests covering both modes to assert correct pipeline resolution and instrumentation behaviour.\n\n**Testing**\n* ✅ `pytest tests/app/test_portfolio_app_additional.py -k \"pipeline_proxy\" -q`\n\n [View task →](https://chatgpt.com/s/cd_692e54effe588191ae036928aa26cfe9)","@codex Your objective is to satisfy the **Acceptance Criteria** by completing each **Task** within the defined **Scope**.\r\n\r\n**This round you MUST:**\r\n1. Implement actual code or test changes that advance at least one incomplete task toward acceptance.\r\n2. Commit meaningful source code (.py, .yml, .js, etc.)—not just status/docs updates.\r\n3. Mark a task checkbox complete ONLY after verifying the implementation works.\r\n\r\n**DO NOT:**\r\n- Commit only status files, markdown summaries, or documentation when tasks require code.\r\n- Re-post checklists without making implementation progress.\r\n- Close the round without source-code changes when acceptance criteria require them.\r\n\r\nReview the Scope/Tasks/Acceptance below, identify the next incomplete task that requires code, implement it, then re-post the updated checklist reflecting your verified progress.","\nClean-mode cosmetic autofix (`autofix:clean`) updated these files:\n\n- `tests/app/test_portfolio_app_additional.py`","**Checklist**\n- [x] Add an environment flag that skips GC scanning and directly imports `trend_analysis.pipeline`.\n- [x] Ensure default behaviour remains unchanged (GC scanning enabled).\n- [x] Add tests covering both modes to assert correct pipeline resolution and instrumentation behaviour.\n\n**Summary**\n* Added a simple-mode path that removes any cached `trend_analysis.pipeline` module and directly imports a fresh copy when the environment flag is set, while leaving the GC-scanning default untouched for test-friendly behaviour. [src/trend_portfolio_app/app.pyL61-L124](https://github.com/stranske/Trend_Model_Project/blob/085b8be48393bd174477032c16048f0b6dbe1c4f/src/trend_portfolio_app/app.py#L61-L124)\n* Updated pipeline proxy tests to exercise both the simple-mode import path and the default GC-scanning path, verifying instrumentation and cache handling outcomes. [tests/app/test_portfolio_app_additional.pyL70-L113](https://github.com/stranske/Trend_Model_Project/blob/085b8be48393bd174477032c16048f0b6dbe1c4f/tests/app/test_portfolio_app_additional.py#L70-L113)\n\n**Testing**\n* ✅ `pytest tests/app/test_portfolio_app_additional.py -k \"pipeline_proxy\" -q`\n\n [View task →](https://chatgpt.com/s/cd_692e40be3484819188fa10ffd96b6c1e)","","","\n\n\n\n@codex Your objective is to satisfy the **Acceptance Criteria** by completing each **Task** within the defined **Scope**.\n\n**This round you MUST:**\n1. Implement actual code or test changes that advance at least one incomplete task toward acceptance.\n2. Commit meaningful source code (.py, .yml, .js, etc.)—not just status/docs updates.\n3. Mark a task checkbox complete ONLY after verifying the implementation works.\n4. **POST A REPLY COMMENT** with the updated checklist showing `- [x]` for completed items.\n\n**DO NOT:**\n- Commit only status files, markdown summaries, or documentation when tasks require code.\n- Re-post checklists without making implementation progress.\n- Close the round without source-code changes when acceptance criteria require them.\n- Complete work without posting a reply comment showing which checkboxes are now checked.\n\nReview the Scope/Tasks/Acceptance below, identify the next incomplete task that requires code, implement it, then **post a reply comment** with the updated checklist showing your verified progress (change `- [ ]` to `- [x]` for completed items).\n\n#### Scope\n- [ ] `trend_portfolio_app.app._PipelineProxy` scans `gc.get_objects()` to prefer patched pipeline modules, which aids testing but adds overhead and magic. Production deployments could benefit from an opt-in simple mode that imports the pipeline directly.\n\n#### Tasks\n- [ ] Add an environment flag (e.g., `TREND_PIPELINE_PROXY_SIMPLE`) that, when set, skips GC scanning and directly imports `trend_analysis.pipeline`.\n- [ ] Ensure default behaviour remains unchanged (GC scanning enabled) to preserve test friendliness.\n- [ ] Add tests covering both modes to assert correct pipeline resolution and instrumentation behaviour.\n\n#### Acceptance Criteria\n- [ ] - Setting the new env flag yields a direct-import proxy path; default continues to honour GC-scanned modules.\n- [ ] - Tests cover simple and default modes and pass without changing existing app behaviour for users who do not set the flag.\n\n**Head SHA:** 085b8be48393bd174477032c16048f0b6dbe1c4f\n**Latest Runs:** ✅ success — Gate\n**Required:** gate: ✅ success\n\n| Workflow / Job | Result | Logs |\n|----------------|--------|------|\n| .github/workflows/agents-pr-meta-v2.yml | ❌ failure | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19843411812) |\n| .github/workflows/agents-pr-meta.yml | ❌ failure | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19843411887) |\n| Agents PR meta manager | ❔ in progress | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19843515508) |\n| CI Autofix Loop | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19843412491) |\n| Gate | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19843412510) |\n| Health 40 Sweep | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19843412502) |\n| Health 44 Gate Branch Protection | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19843412447) |\n| Health 45 Agents Guard | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19843412455) |\n| Health 50 Security Scan | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19843412454) |\n| Maint 52 Validate Workflows | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19843412468) |\n| PR 11 - Minimal invariant CI | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19843412457) |","**Summary**\n* Added a simple-mode pipeline resolver that bypasses patched modules by dropping the cached entry and importing the canonical `trend_analysis.pipeline` when the opt-in flag is set, while preserving the existing GC-scanning path by default. [src/trend_portfolio_app/app.pyL48-L127](https://github.com/stranske/Trend_Model_Project/blob/085b8be48393bd174477032c16048f0b6dbe1c4f/src/trend_portfolio_app/app.py#L48-L127)\n* Expanded pipeline proxy tests to validate direct-import behaviour under the new flag and ensure GC scanning remains unused in simple mode. [tests/app/test_portfolio_app_additional.pyL69-L126](https://github.com/stranske/Trend_Model_Project/blob/085b8be48393bd174477032c16048f0b6dbe1c4f/tests/app/test_portfolio_app_additional.py#L69-L126)\n* Brought the Codex bootstrap file formatting in line with other agent placeholders by including the expected trailing blank line. [agents/codex-3915.mdL1-L3](https://github.com/stranske/Trend_Model_Project/blob/085b8be48393bd174477032c16048f0b6dbe1c4f/agents/codex-3915.md#L1-L3)\n\n**Checklist**\n- [x] Add an environment flag that skips GC scanning and directly imports `trend_analysis.pipeline`.\n- [x] Ensure default behaviour remains unchanged (GC scanning enabled).\n- [x] Add tests covering both modes to assert correct pipeline resolution and instrumentation behaviour.\n\n**Testing**\n* ✅ `pytest tests/app/test_portfolio_app_additional.py -k \"pipeline_proxy_simple\" -q`\n\n [View task →](https://chatgpt.com/s/cd_692e3fa9918881919d8fa10d157c566f)","","\n\n\n\n@codex Your objective is to satisfy the **Acceptance Criteria** by completing each **Task** within the defined **Scope**.\n\n**This round you MUST:**\n1. Implement actual code or test changes that advance at least one incomplete task toward acceptance.\n2. Commit meaningful source code (.py, .yml, .js, etc.)—not just status/docs updates.\n3. Mark a task checkbox complete ONLY after verifying the implementation works.\n\n**DO NOT:**\n- Commit only status files, markdown summaries, or documentation when tasks require code.\n- Re-post checklists without making implementation progress.\n- Close the round without source-code changes when acceptance criteria require them.\n\nReview the Scope/Tasks/Acceptance below, identify the next incomplete task that requires code, implement it, then re-post the updated checklist reflecting your verified progress.\n\n#### Scope\n- [ ] `trend_portfolio_app.app._PipelineProxy` scans `gc.get_objects()` to prefer patched pipeline modules, which aids testing but adds overhead and magic. Production deployments could benefit from an opt-in simple mode that imports the pipeline directly.\n\n#### Tasks\n- [ ] Add an environment flag (e.g., `TREND_PIPELINE_PROXY_SIMPLE`) that, when set, skips GC scanning and directly imports `trend_analysis.pipeline`.\n- [ ] Ensure default behaviour remains unchanged (GC scanning enabled) to preserve test friendliness.\n- [ ] Add tests covering both modes to assert correct pipeline resolution and instrumentation behaviour.\n\n#### Acceptance Criteria\n- [ ] - Setting the new env flag yields a direct-import proxy path; default continues to honour GC-scanned modules.\n- [ ] - Tests cover simple and default modes and pass without changing existing app behaviour for users who do not set the flag.\n\n**Head SHA:** 31c24af195d68beb13ccd2ea2ecb2ec1d605c0e3\n**Latest Runs:** ✅ success — Gate\n**Required:** gate: ✅ success\n\n| Workflow / Job | Result | Logs |\n|----------------|--------|------|\n| .github/workflows/agents-pr-meta-v2.yml | ❌ failure | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826238445) |\n| .github/workflows/agents-pr-meta.yml | ❌ failure | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826238261) |\n| Agents PR meta manager | ❔ in progress | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826478381) |\n| CI Autofix Loop | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826240052) |\n| Gate | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826240093) |\n| Health 40 Sweep | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826240041) |\n| Health 44 Gate Branch Protection | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826239971) |\n| Health 45 Agents Guard | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826239986) |\n| Health 50 Security Scan | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826240001) |\n| Maint 52 Validate Workflows | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826239966) |\n| PR 11 - Minimal invariant CI | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826239975) |","","","\n\n\n\n@codex Your objective is to satisfy the **Acceptance Criteria** by completing each **Task** within the defined **Scope**.\n\n**This round you MUST:**\n1. Implement actual code or test changes that advance at least one incomplete task toward acceptance.\n2. Commit meaningful source code (.py, .yml, .js, etc.)—not just status/docs updates.\n3. Mark a task checkbox complete ONLY after verifying the implementation works.\n\n**DO NOT:**\n- Commit only status files, markdown summaries, or documentation when tasks require code.\n- Re-post checklists without making implementation progress.\n- Close the round without source-code changes when acceptance criteria require them.\n\nReview the Scope/Tasks/Acceptance below, identify the next incomplete task that requires code, implement it, then re-post the updated checklist reflecting your verified progress.\n\n#### Scope\n- [ ] `trend_portfolio_app.app._PipelineProxy` scans `gc.get_objects()` to prefer patched pipeline modules, which aids testing but adds overhead and magic. Production deployments could benefit from an opt-in simple mode that imports the pipeline directly.\n\n#### Tasks\n- [ ] Add an environment flag (e.g., `TREND_PIPELINE_PROXY_SIMPLE`) that, when set, skips GC scanning and directly imports `trend_analysis.pipeline`.\n- [ ] Ensure default behaviour remains unchanged (GC scanning enabled) to preserve test friendliness.\n- [ ] Add tests covering both modes to assert correct pipeline resolution and instrumentation behaviour.\n\n#### Acceptance Criteria\n- [ ] - Setting the new env flag yields a direct-import proxy path; default continues to honour GC-scanned modules.\n- [ ] - Tests cover simple and default modes and pass without changing existing app behaviour for users who do not set the flag.\n\n**Head SHA:** 31c24af195d68beb13ccd2ea2ecb2ec1d605c0e3\n**Latest Runs:** ✅ success — Gate\n**Required:** gate: ✅ success\n\n| Workflow / Job | Result | Logs |\n|----------------|--------|------|\n| .github/workflows/agents-pr-meta-v2.yml | ❌ failure | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826238445) |\n| .github/workflows/agents-pr-meta.yml | ❌ failure | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826238261) |\n| Agents PR meta manager | ❔ in progress | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826402050) |\n| CI Autofix Loop | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826240052) |\n| Gate | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826240093) |\n| Health 40 Sweep | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826240041) |\n| Health 44 Gate Branch Protection | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826239971) |\n| Health 45 Agents Guard | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826239986) |\n| Health 50 Security Scan | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826240001) |\n| Maint 52 Validate Workflows | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826239966) |\n| PR 11 - Minimal invariant CI | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19826239975) |","\n# Autofix Status\n\n*Run:* 2025-12-02 02:53:02 UTC\n\n| Metric | Value |\n|--------|-------|\n| Status | ✅ |\n| Mode | Clean-mode cosmetic (`autofix:clean`) |\n| Delivery | PAT push |\n| Changed files | False |\n| Remaining issues | 0 |\n| New issues | 0 |\n| Allowed (legacy) | 0 |\n| Delivery note | pat-available |\n\n## Autofix result\n\nClean-mode cosmetic sweep found no changes.\nLabels: `autofix:clean-only`, `autofix:clean`\n\n## Trend (last 40 runs)\n\nRemaining: **0** `∅`\nNew: **0** `∅`\n\n## Artifacts & Reports\n\n- JSON report: `autofix-report-pr-3929`\n\n_This comment auto-updates; do not edit manually._\n\n","","","\n\n\n\n@codex Your objective is to satisfy the **Acceptance Criteria** by completing each **Task** within the defined **Scope**.\n\n**This round you MUST:**\n1. Implement actual code or test changes that advance at least one incomplete task toward acceptance.\n2. Commit meaningful source code (.py, .yml, .js, etc.)—not just status/docs updates.\n3. Mark a task checkbox complete ONLY after verifying the implementation works.\n\n**DO NOT:**\n- Commit only status files, markdown summaries, or documentation when tasks require code.\n- Re-post checklists without making implementation progress.\n- Close the round without source-code changes when acceptance criteria require them.\n\nReview the Scope/Tasks/Acceptance below, identify the next incomplete task that requires code, implement it, then re-post the updated checklist reflecting your verified progress.\n\n#### Scope\n- [ ] `trend_portfolio_app.app._PipelineProxy` scans `gc.get_objects()` to prefer patched pipeline modules, which aids testing but adds overhead and magic. Production deployments could benefit from an opt-in simple mode that imports the pipeline directly.\n\n#### Tasks\n- [ ] Add an environment flag (e.g., `TREND_PIPELINE_PROXY_SIMPLE`) that, when set, skips GC scanning and directly imports `trend_analysis.pipeline`.\n- [ ] Ensure default behaviour remains unchanged (GC scanning enabled) to preserve test friendliness.\n- [ ] Add tests covering both modes to assert correct pipeline resolution and instrumentation behaviour.\n\n#### Acceptance Criteria\n- [ ] - Setting the new env flag yields a direct-import proxy path; default continues to honour GC-scanned modules.\n- [ ] - Tests cover simple and default modes and pass without changing existing app behaviour for users who do not set the flag.\n\n**Head SHA:** 7ab3ceb9d94ad0f6a1b5f0f15f89c228f236924e\n**Latest Runs:** ✅ success — Gate\n**Required:** gate: ✅ success\n\n| Workflow / Job | Result | Logs |\n|----------------|--------|------|\n| .github/workflows/agents-pr-meta-v2.yml | ❌ failure | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19815175549) |\n| .github/workflows/agents-pr-meta.yml | ❌ failure | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19815175415) |\n| Agents PR meta manager | ❔ in progress | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19815304720) |\n| CI Autofix Loop | ❌ failure | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19815176745) |\n| Gate | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19815176739) |\n| Health 40 Sweep | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19815176736) |\n| Health 44 Gate Branch Protection | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19815176682) |\n| Health 45 Agents Guard | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19815176671) |\n| Health 50 Security Scan | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19815176673) |\n| Maint 52 Validate Workflows | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19815176707) |\n| PR 11 - Minimal invariant CI | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19815176665) |","","\n\n\n\n@codex Your objective is to satisfy the **Acceptance Criteria** by completing each **Task** within the defined **Scope**.\n\n**This round you MUST:**\n1. Implement actual code or test changes that advance at least one incomplete task toward acceptance.\n2. Commit meaningful source code (.py, .yml, .js, etc.)—not just status/docs updates.\n3. Mark a task checkbox complete ONLY after verifying the implementation works.\n\n**DO NOT:**\n- Commit only status files, markdown summaries, or documentation when tasks require code.\n- Re-post checklists without making implementation progress.\n- Close the round without source-code changes when acceptance criteria require them.\n\nReview the Scope/Tasks/Acceptance below, identify the next incomplete task that requires code, implement it, then re-post the updated checklist reflecting your verified progress.\n\n#### Scope\n- [ ] `trend_portfolio_app.app._PipelineProxy` scans `gc.get_objects()` to prefer patched pipeline modules, which aids testing but adds overhead and magic. Production deployments could benefit from an opt-in simple mode that imports the pipeline directly.\n\n#### Tasks\n- [ ] Add an environment flag (e.g., `TREND_PIPELINE_PROXY_SIMPLE`) that, when set, skips GC scanning and directly imports `trend_analysis.pipeline`.\n- [ ] Ensure default behaviour remains unchanged (GC scanning enabled) to preserve test friendliness.\n- [ ] Add tests covering both modes to assert correct pipeline resolution and instrumentation behaviour.\n\n#### Acceptance Criteria\n- [ ] - Setting the new env flag yields a direct-import proxy path; default continues to honour GC-scanned modules.\n- [ ] - Tests cover simple and default modes and pass without changing existing app behaviour for users who do not set the flag.\n\n**Head SHA:** f0de11b07a497cc8e74332aff9f265aaf575eb13\n**Latest Runs:** ⏹️ cancelled — Gate\n**Required:** gate: ⏹️ cancelled\n\n| Workflow / Job | Result | Logs |\n|----------------|--------|------|\n| Agents PR meta manager | ❔ in progress | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19815045708) |\n| CI Autofix Loop | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19814963433) |\n| Copilot code review | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19814963133) |\n| Gate | ⏹️ cancelled | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19814963328) |\n| Health 40 Sweep | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19814963421) |\n| Health 44 Gate Branch Protection | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19814963381) |\n| Health 45 Agents Guard | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19814963386) |\n| Health 50 Security Scan | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19814963348) |\n| Maint 52 Validate Workflows | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19814963374) |\n| PR 11 - Minimal invariant CI | ✅ success | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19814963354) |","## Pull request overview\n\nThis PR adds a bootstrap file for Codex agent guidance related to issue #3915. The file follows the established pattern used in the `agents/` directory for creating placeholder files that track open issues.\n\n### Key Changes\n- Adds a new bootstrap markdown file `codex-3915.md` in the `agents/` directory\n\n\n\n\n\n---\n\nYou can also share your feedback on Copilot code review for a chance to win a $100 gift card. [Take the survey](https://survey.alchemer.com/s3/8579117/Copilot-Code-Review-In-product-survey-Nov-2025).","The file is missing a trailing newline. All other bootstrap files in the `agents/` directory (e.g., `codex-3911.md`, `codex-3912.md`, `codex-3880.md`) include a blank line after the HTML comment. This should be added for consistency.","agents/codex-3915.md","RIGHT","\n## Automated Status Summary\n**Head SHA:** 5ec349a4a71fd8409c7bd83f136d457d670c0a6b\n**Latest Runs:** ⏳ pending — Gate\n**Required contexts:** Gate / gate, Health 45 Agents Guard / Enforce agents workflow protections\n**Required:** core tests (3.11): ⏳ pending, core tests (3.12): ⏳ pending, docker smoke: ⏳ pending, gate: ⏳ pending\n\n| Workflow / Job | Result | Logs |\n|----------------|--------|------|\n| _(no jobs reported)_ | ⏳ pending | — |\n\n### Coverage Overview\n- Coverage history entries: 1\n### Coverage Trend\n- Trend: 85.00% → 94.22% (+9.22 pts)\n- Current: 94.22%\n- Baseline: 85.00%\n- Change: +9.22 pts\n- Soft drop limit: 1.00 pts\n- Required minimum: 70.00%\n\n_Updated automatically; will refresh on subsequent CI/Docker completions._\n\n\n---\n### Keepalive checklist\n\n#### Scope\n- [ ] `trend_portfolio_app.app._PipelineProxy` scans `gc.get_objects()` to prefer patched pipeline modules, which aids testing but adds overhead and magic. Production deployments could benefit from an opt-in simple mode that imports the pipeline directly.\n\n#### Tasks\n- [ ] Add an environment flag (e.g., `TREND_PIPELINE_PROXY_SIMPLE`) that, when set, skips GC scanning and directly imports `trend_analysis.pipeline`.\n- [ ] Ensure default behaviour remains unchanged (GC scanning enabled) to preserve test friendliness.\n- [x] Add tests covering both modes to assert correct pipeline resolution and instrumentation behaviour.\n\n#### Acceptance criteria\n- [ ] - Setting the new env flag yields a direct-import proxy path; default continues to honour GC-scanned modules.\n- [ ] - Tests cover simple and default modes and pass without changing existing app behaviour for users who do not set the flag.","\n\n\n\n## Automated Status Summary\n#### Scope\n- [ ] `trend_portfolio_app.app._PipelineProxy` scans `gc.get_objects()` to prefer patched pipeline modules, which aids testing but adds overhead and magic. Production deployments could benefit from an opt-in simple mode that imports the pipeline directly.\n\n#### Tasks\n- [ ] Add an environment flag (e.g., `TREND_PIPELINE_PROXY_SIMPLE`) that, when set, skips GC scanning and directly imports `trend_analysis.pipeline`.\n- [ ] Ensure default behaviour remains unchanged (GC scanning enabled) to preserve test friendliness.\n- [x] Add tests covering both modes to assert correct pipeline resolution and instrumentation behaviour.\n\n#### Acceptance criteria\n- [ ] - Setting the new env flag yields a direct-import proxy path; default continues to honour GC-scanned modules.\n- [ ] - Tests cover simple and default modes and pass without changing existing app behaviour for users who do not set the flag.\n\n**Head SHA:** 1b31af727b6900c1f8f3c5d477286f904b13de13\n**Latest Runs:** ❔ in progress — Agents PR meta manager\n**Required:** gate: ⏸️ not started\n\n| Workflow / Job | Result | Logs |\n|----------------|--------|------|\n| Agents PR meta manager | ❔ in progress | [View run](https://github.com/stranske/Trend_Model_Project/actions/runs/19846551162) 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