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Show a summary per file

\\n\\n| File | Description |\\\\n| ---- | ----------- |\\\\n| scripts/update_versions_from_pypi.py | New script that queries PyPI API and updates autofix-versions.env with latest stable package versions |\\\\n| tests/scripts/test_update_versions_from_pypi.py | Comprehensive test suite covering parsing, version checks, PyPI integration, and consumer repo simulations |\\\\n| .github/workflows/maint-auto-update-pypi-versions.yml | Daily workflow to automatically check PyPI and create PRs for version updates |\\\\n| .github/workflows/maint-52-sync-dev-versions.yml | Adds pre-sync verification step to prevent shipping outdated versions to consumer repos |\\\\n| docs/plans/langchain-issue-intake-proposal.md | Detailed technical proposal for using LangChain to improve issue intake, task validation, and human-agent collaboration |\\n

\\n\\n\\n\\n\\n\\n\\n---\\n\\n💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.\",\"path\":null,\"side\":null,\"line\":null}{\"type\":\"pull_request_comment\",\"body\":\"**_{_{![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)}} Workflow never marks versions as outdated**\\n\\nIn the new maint-auto-update-pypi-versions workflow, the check step wraps `python scripts/update_versions_from_pypi.py --check` in an `if ...; then` branch that immediately writes `has_updates=false` when the command exits 0. The script’s `--check` mode always exits successfully even when pins are stale (only `--fail-on-outdated` returns non-zero), so the `else` block that searches for “outdated” is unreachable and `has_updates` is always false. As a result, the update and PR creation steps will never run, leaving autofix-versions.env permanently stale.\\n\\nUseful? React with 👍 / 👎.\",\"path\":\".github/workflows/maint-auto-update-pypi-versions.yml\",\"side\":\"RIGHT\",\"line\":null}{\"type\":\"pull_request_comment\",\"body\":\"\\n### 💡 Codex Review\\n\\nHere are some automated review suggestions for this pull request.\\n\\n**Reviewed commit:** `30dca198ce`\\n \\n\\n

ℹ️ About Codex in GitHub

\\n
\\n\\n[Your team has set up Codex to review pull requests in this repo](http://chatgpt.com/codex/settings/general). Reviews are triggered when you\\n- Open a pull request for review\\n- Mark a draft as ready\\n- Comment \\\"@codex review\\\".\\n\\nIf Codex has suggestions, it will comment; otherwise it will react with 👍.\\n\\n\\n\\n\\nCodex can also answer questions or update the PR. Try commenting \\\"@codex address that feedback\\\".\\n \\n

\",\"path\":null,\"side\":null,\"line\":null}{\"type\":\"pull_request_comment\",\"body\":\"\\n⚠️ **Action Required**: Unable to determine source issue for PR #486. 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fix comments\nDocs/langchain issue intake proposal\n\n\nThe code example shows attempting to require a Python file from JavaScript, which is not valid. The same issue appears here - you cannot use 'require()' to import from a Python file in a GitHub Actions JavaScript context.\nThe variable name 'latest' is annotated as 'str | None' but is immediately checked with 'if latest:' and then cast to str with 'str(latest)'. Since the get() call already returns a string or None, the str() cast is unnecessary. Simply return 'latest' directly if it exists.\n```suggestion\n return latest\n```\nThe logic for detecting updates is checking if 'has_updates=false' after the command runs, but the script with '--check' flag returns exit code 0 regardless of whether versions are outdated (as noted in the comment on line 48). This means the check will always show 'has_updates=false' in the first branch. The grep check in the else block should be the primary logic, but the if/else structure makes this confusing. Consider restructuring to check the output directly rather than relying on exit codes that don't indicate the update status.\n```suggestion\n python scripts/update_versions_from_pypi.py --check 2>&1 | tee /tmp/check_output.txt\n # Check exits with 0 even for outdated (use --fail-on-outdated for non-zero)\n if grep -q \"outdated\" /tmp/check_output.txt; then\n echo \"has_updates=true\" >> \"$GITHUB_OUTPUT\"\n else\n echo \"has_updates=false\" >> \"$GITHUB_OUTPUT\"\n```\nThe git diff check uses '--quiet' flag which suppresses all output and only returns exit codes. However, the echo after it will always print \"No changes to commit\" even if there are changes, because git diff exits with 0 (no changes) or 1 (has changes). The condition should be 'if ! git diff --quiet' to properly detect when there ARE changes and only then exit early when there are NO changes.\nThe test name suggests it checks if the version update script has no hardcoded fallback versions, but the test implementation only checks for variables containing both 'VERSION' and 'FALLBACK' in the name. This could miss fallback versions with different naming patterns (e.g., 'DEFAULT_VERSION', 'VERSION_DEFAULT', etc.). Consider expanding the check to catch other common fallback naming patterns.\nThe code example references a function 'analyzeIssue' that would be imported from a Python file, but the require statement is attempting to use Node.js syntax to import from a Python file. This won't work - you need to either call the Python script as a subprocess, use a Python GitHub Action, or rewrite the logic in JavaScript.\n## Pull request overview\n\nThis PR introduces automation for keeping dev tool versions current by fetching latest versions from PyPI, along with a comprehensive proposal for integrating LangChain to enhance the issue intake pipeline for agent-driven workflows.\n\n**Key changes:**\n- New script to automatically fetch and update package versions from PyPI\n- Daily workflow to check for outdated versions and create update PRs\n- Pre-sync verification step to prevent shipping stale versions to consumer repos\n- Comprehensive test suite with unit, integration, and regression tests\n- Detailed proposal document outlining LangChain integration strategies for issue formatting, capability checking, and agent optimization\n\n### Reviewed changes\n\nCopilot reviewed 5 out of 5 changed files in this pull request and generated 6 comments.\n\n

Show a summary per file

\n\n| File | Description |\\n| ---- | ----------- |\\n| scripts/update_versions_from_pypi.py | New script that queries PyPI API and updates autofix-versions.env with latest stable package versions |\\n| tests/scripts/test_update_versions_from_pypi.py | Comprehensive test suite covering parsing, version checks, PyPI integration, and consumer repo simulations |\\n| .github/workflows/maint-auto-update-pypi-versions.yml | Daily workflow to automatically check PyPI and create PRs for version updates |\\n| .github/workflows/maint-52-sync-dev-versions.yml | Adds pre-sync verification step to prevent shipping outdated versions to consumer repos |\\n| docs/plans/langchain-issue-intake-proposal.md | Detailed technical proposal for using LangChain to improve issue intake, task validation, and human-agent collaboration |\n

\n\n\n\n\n\n\n---\n\n💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.\n**_{_{![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)}} Workflow never marks versions as outdated**\n\nIn the new maint-auto-update-pypi-versions workflow, the check step wraps `python scripts/update_versions_from_pypi.py --check` in an `if ...; then` branch that immediately writes `has_updates=false` when the command exits 0. The script’s `--check` mode always exits successfully even when pins are stale (only `--fail-on-outdated` returns non-zero), so the `else` block that searches for “outdated” is unreachable and `has_updates` is always false. As a result, the update and PR creation steps will never run, leaving autofix-versions.env permanently stale.\n\nUseful? React with 👍 / 👎.\n\n### 💡 Codex Review\n\nHere are some automated review suggestions for this pull request.\n\n**Reviewed commit:** `30dca198ce`\n \n\n

ℹ️ About Codex in GitHub

\n
\n\n[Your team has set up Codex to review pull requests in this repo](http://chatgpt.com/codex/settings/general). Reviews are triggered when you\n- Open a pull request for review\n- Mark a draft as ready\n- Comment \"@codex review\".\n\nIf Codex has suggestions, it will comment; otherwise it will react with 👍.\n\n\n\n\nCodex can also answer questions or update the PR. Try commenting \"@codex address that feedback\".\n \n

\n\n⚠️ **Action Required**: Unable to determine source issue for PR #486. The PR title, branch name, or body must contain the issue number (e.g. #123, branch: issue-123, or the hidden marker ).\n\nStatus | ✅ no new diagnostics\nHistory points | 1\nTimestamp | 2026-01-03 17:53:51 UTC\nReport artifact | `autofix-report-pr-486`\nRemaining | 0\nNew | 0\nNo additional artifacts\n\n\n## Automated Status Summary\n**Head SHA:** 9116ab5dea3b9bc1d66a52a25e02438f02f1cdd2\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: 0\n\n_Updated automatically; will refresh on subsequent CI/Docker completions._\n\n\n---\n### Keepalive checklist\n\n#### Scope\n_No scope information available_\n\n#### Tasks\n- [ ] _No tasks defined_\n\n#### Acceptance criteria\n- [ ] _No acceptance criteria defined_",{},"created",1767471113.7743616,"Completing the task","event_type","info",{"_93":4183,"_4184":1123,"_4185":1124,"_4186":4187,"_4188":-5},{"_93":788,"_97":94,"_783":4159},{"_93":3120,"_3121":3122},"partial_repo_snapshot","files",[3123,3124,3125,3126,3127],{"_235":1822,"_3128":-5,"_3129":3682,"_3131":-5},{"_235":1326,"_3128":-5,"_3129":3581,"_3131":-5},{"_235":2121,"_3128":-5,"_3129":3415,"_3131":-5},{"_235":1918,"_3128":-5,"_3129":3145,"_3131":-5},{"_235":850,"_3128":-5,"_3129":3130,"_3131":-5},"contents","line_range_contents",[3132],"missing_reason",{"_3133":1359,"_3134":3135,"_783":3136,"_3137":59},"line_range_start","line_range_end",9,[3138,3139,3140,3141,3142,381,3143,381,3144],"contains_end_of_file","============================= test session starts ==============================","platform linux -- Python 3.12.12, pytest-8.4.2, pluggy-1.6.0","rootdir: /workspace/Workflows","configfile: pyproject.toml","collected 31 items / 30 deselected / 1 selected","tests/scripts/test_update_versions_from_pypi.py . [100%]","======================= 1 passed, 30 deselected in 0.11s =======================",[3146],{"_3133":1359,"_3134":3147,"_783":3148,"_3137":59},456,[3149,3150,381,3151,3152,3153,3154,3155,381,3156,3157,3158,381,3159,381,3160,3161,3162,381,3163,381,3164,3165,3166,3167,3168,3169,3170,3171,3172,3173,381,381,3174,3175,381,3176,3177,381,3178,3179,381,3180,3181,381,3182,3183,381,3184,3185,381,3186,3187,381,381,3188,3189,381,3190,3191,3192,381,3193,3194,381,3195,3191,3196,381,3193,3197,381,3198,3191,3199,381,3193,3194,381,3200,3201,3202,381,3203,3191,3204,381,3193,3197,381,381,3205,3206,381,3207,3191,3208,381,3209,381,3193,3210,3211,381,3212,3191,3213,381,3209,381,3214,3215,3216,381,3217,3191,3218,381,3219,381,3220,3221,381,3222,3223,3224,381,381,3225,3226,381,3227,3228,3229,3230,3231,3232,3233,3234,3235,3236,3237,381,3238,3239,381,3240,381,3241,3242,3243,3239,381,3244,381,381,3245,3246,381,3247,3191,3248,381,3249,3250,3251,3252,3253,3254,3255,381,3256,3257,3258,3259,381,3260,3191,3261,381,3250,3251,3252,3253,3254,3255,381,3262,381,381,3263,3264,381,3265,3191,3261,381,3250,3251,3252,3253,3254,3266,3267,3268,3269,3270,3271,3272,381,3273,381,3274,3191,3248,381,3250,3251,3252,3253,3254,3266,3267,3268,3275,3269,3270,3271,3272,381,3276,381,3277,3191,3248,381,3250,3251,3252,3253,3254,3266,3267,3278,3269,3270,3271,3272,381,3273,3279,381,381,3280,3281,3282,3280,381,381,3283,3284,3285,381,3286,3287,381,3288,3289,3290,3291,3292,3293,3294,3295,3296,381,3297,3298,3299,3291,3292,381,3300,3301,3302,3303,3304,381,381,3280,3305,3306,3280,381,381,3283,3307,3308,381,3309,3310,3287,381,3311,3312,381,3313,3314,3315,3316,3317,3318,381,3319,3320,381,3302,3321,3322,381,3323,3324,381,3325,3326,381,3327,3328,3329,3330,381,3331,3332,3333,3334,3335,3336,3272,381,3337,3338,3339,3340,3341,381,3342,381,3343,3344,3345,3346,3347,3272,381,3348,3349,381,3350,3351,3352,3353,3315,3354,3316,3317,3355,381,3319,381,3356,3357,3358,381,3302,3321,3322,381,3359,3360,381,3361,3362,381,3363,3332,3364,3365,3272,381,381,3280,3366,3367,3280,381,381,3368,3369,381,3370,3371,381,3372,3315,3373,3374,3375,381,3376,3377,381,3378,3379,3380,3381,3382,3383,3384,3385,3386,3387,381,3388,381,3389,3390,381,3391,3392,381,3393,3315,3394,381,3395,3396,3397,381,3398,3399,3400,381,3401,3402,3403,3404,3405,3406,3407,3408,3409,3410,3411,3412,3413,3414],"#!/usr/bin/env python3","\"\"\"Tests for update_versions_from_pypi.py.","CRITICAL: These tests ensure we NEVER ship outdated versions to consumer repos.","They include:","1. Unit tests for the script functionality","2. Integration tests that ACTUALLY query PyPI","3. Consumer repo simulation tests that verify versions are current","The integration tests are marked with @pytest.mark.integration and can be run","separately to validate that our pinned versions are actually current on PyPI.","\"\"\"","from __future__ import annotations","import json","from pathlib import Path","from unittest.mock import MagicMock, patch","import pytest","from scripts import update_versions_from_pypi","from scripts.update_versions_from_pypi import ("," PACKAGE_MAPPING,"," VersionInfo,"," _version_tuple,"," check_versions,"," get_latest_pypi_version,"," parse_env_file,"," update_env_file,",")","class TestVersionTuple:"," \"\"\"Tests for version string to tuple conversion.\"\"\""," def test_simple_version(self) -> None:"," assert _version_tuple(\"1.2.3\") == (1, 2, 3)"," def test_major_only(self) -> None:"," assert _version_tuple(\"1\") == (1,)"," def test_major_minor(self) -> None:"," assert _version_tuple(\"1.2\") == (1, 2)"," def test_four_parts(self) -> None:"," assert _version_tuple(\"1.2.3.4\") == (1, 2, 3, 4)"," def test_prerelease_stripped(self) -> None:"," assert _version_tuple(\"1.2.3rc1\") == (1, 2, 3)"," def test_invalid_returns_zero(self) -> None:"," assert _version_tuple(\"invalid\") == (0,)","class TestParseEnvFile:"," \"\"\"Tests for parsing autofix-versions.env files.\"\"\""," def test_parse_simple_file(self, tmp_path: Path) -> None:"," env_file = tmp_path / \"test.env\""," env_file.write_text(\"RUFF_VERSION=0.14.10\\nMYPY_VERSION=1.19.1\\n\")"," result = parse_env_file(env_file)"," assert result == {\"RUFF_VERSION\": \"0.14.10\", \"MYPY_VERSION\": \"1.19.1\"}"," def test_skips_comments(self, tmp_path: Path) -> None:"," env_file.write_text(\"# Comment\\nRUFF_VERSION=0.14.10\\n\")"," assert result == {\"RUFF_VERSION\": \"0.14.10\"}"," def test_skips_empty_lines(self, tmp_path: Path) -> None:"," env_file.write_text(\"RUFF_VERSION=0.14.10\\n\\nMYPY_VERSION=1.19.1\\n\")"," def test_missing_file_returns_empty(self, tmp_path: Path) -> None:"," result = parse_env_file(tmp_path / \"nonexistent.env\")"," assert result == {}"," def test_strips_whitespace(self, tmp_path: Path) -> None:"," env_file.write_text(\" RUFF_VERSION = 0.14.10 \\n\")","class TestUpdateEnvFile:"," \"\"\"Tests for updating env file in place.\"\"\""," def test_update_single_value(self, tmp_path: Path) -> None:"," env_file.write_text(\"RUFF_VERSION=0.14.0\\nMYPY_VERSION=1.19.0\\n\")"," update_env_file(env_file, {\"RUFF_VERSION\": \"0.14.10\"})"," assert result[\"RUFF_VERSION\"] == \"0.14.10\""," assert result[\"MYPY_VERSION\"] == \"1.19.0\""," def test_preserves_comments(self, tmp_path: Path) -> None:"," env_file.write_text(\"# This is a comment\\nRUFF_VERSION=0.14.0\\n\")"," content = env_file.read_text()"," assert \"# This is a comment\" in content"," assert \"RUFF_VERSION=0.14.10\" in content"," def test_preserves_order(self, tmp_path: Path) -> None:"," env_file.write_text(\"A=1\\nB=2\\nC=3\\n\")"," update_env_file(env_file, {\"B\": \"9\"})"," lines = env_file.read_text().strip().split(\"\\n\")"," assert lines == [\"A=1\", \"B=9\", \"C=3\"]"," def test_missing_file_raises(self, tmp_path: Path) -> None:"," with pytest.raises(FileNotFoundError):"," update_env_file(tmp_path / \"nonexistent.env\", {\"X\": \"1\"})","class TestGetLatestPyPIVersion:"," \"\"\"Tests for PyPI API queries.\"\"\""," def test_successful_fetch(self) -> None:"," \"\"\"Mock a successful PyPI response.\"\"\""," mock_response = MagicMock()"," mock_response.read.return_value = json.dumps("," {"," \"info\": {\"version\": \"1.2.3\"},"," \"releases\": {},"," }"," ).encode()"," mock_response.__enter__ = MagicMock(return_value=mock_response)"," mock_response.__exit__ = MagicMock(return_value=False)"," with patch(\"urllib.request.urlopen\", return_value=mock_response):"," result = get_latest_pypi_version(\"some-package\")"," assert result == \"1.2.3\""," def test_network_error_returns_none(self) -> None:"," \"\"\"Network errors should return None, not crash.\"\"\""," with patch(\"urllib.request.urlopen\", side_effect=TimeoutError(\"timeout\")):"," assert result is None","class TestCheckVersions:"," \"\"\"Tests for the check_versions function.\"\"\""," def test_identifies_outdated(self, tmp_path: Path) -> None:"," env_file.write_text(\"RUFF_VERSION=0.1.0\\n\")"," # Mock PyPI to return a newer version"," with patch.object("," update_versions_from_pypi,"," \"get_latest_pypi_version\","," return_value=\"0.14.10\","," ):"," results = check_versions(env_file)"," assert \"RUFF_VERSION\" in results"," assert results[\"RUFF_VERSION\"].current == \"0.1.0\""," assert results[\"RUFF_VERSION\"].latest == \"0.14.10\""," assert results[\"RUFF_VERSION\"].is_outdated is True"," def test_identifies_current(self, tmp_path: Path) -> None:"," env_file.write_text(\"RUFF_VERSION=0.14.10\\n\")"," assert results[\"RUFF_VERSION\"].is_outdated is False","class TestMain:"," \"\"\"Tests for the main CLI function.\"\"\""," def test_check_mode_no_updates(self, tmp_path: Path) -> None:"," result = update_versions_from_pypi.main("," ["," \"--check\","," \"--pin-file\","," str(env_file),"," ]"," )"," assert result == 0"," def test_check_mode_with_outdated_fail_flag(self, tmp_path: Path) -> None:"," \"--fail-on-outdated\","," assert result == 1"," def test_apply_mode_updates_file(self, tmp_path: Path) -> None:"," \"--apply\","," assert \"RUFF_VERSION=0.14.10\" in env_file.read_text()","# ============================================================================","# INTEGRATION TESTS - Actually query PyPI","# These tests ensure our pinned versions are not outdated","@pytest.mark.integration","class TestPyPIIntegration:"," \"\"\"Integration tests that actually query PyPI."," Run with: pytest -m integration tests/scripts/test_update_versions_from_pypi.py"," \"\"\""," def test_can_fetch_real_ruff_version(self) -> None:"," \"\"\"Verify we can fetch the real ruff version from PyPI.\"\"\""," version = get_latest_pypi_version(\"ruff\")"," assert version is not None"," assert len(version) > 0"," # Version should be a valid semver-ish format"," parts = version.split(\".\")"," assert len(parts) >= 2"," assert all(p.isdigit() or p[0].isdigit() for p in parts)"," def test_can_fetch_real_mypy_version(self) -> None:"," \"\"\"Verify we can fetch the real mypy version from PyPI.\"\"\""," version = get_latest_pypi_version(\"mypy\")"," def test_can_fetch_all_mapped_packages(self) -> None:"," \"\"\"Verify we can fetch versions for ALL packages in our mapping.\"\"\""," for env_key, package_name in PACKAGE_MAPPING.items():"," version = get_latest_pypi_version(package_name)"," assert version is not None, f\"Failed to fetch {package_name} for {env_key}\"","# CONSUMER REPO SAMPLING TESTS","# These tests simulate what happens when we sync to consumer repos","class TestConsumerRepoSampling:"," \"\"\"Tests that sample consumer repo dependencies to ensure we're shipping current versions."," CRITICAL: These tests catch the exact problem of shipping outdated versions."," They verify that the versions in autofix-versions.env are actually current on PyPI."," def test_autofix_versions_env_not_stale(self) -> None:"," \"\"\"CRITICAL: Verify autofix-versions.env has current PyPI versions."," This test reads the actual autofix-versions.env file and checks EACH"," package against PyPI to ensure we're not shipping outdated versions."," \"\"\""," pin_file = Path(\".github/workflows/autofix-versions.env\")"," if not pin_file.exists():"," pytest.skip(\"autofix-versions.env not found (not in Workflows repo)\")"," current_pins = parse_env_file(pin_file)"," stale_packages: list[str] = []"," if env_key not in current_pins:"," continue"," current_version = current_pins[env_key]"," latest_version = get_latest_pypi_version(package_name)"," if latest_version is None:"," continue # Skip if we can't reach PyPI"," if current_version != latest_version:"," stale_packages.append("," f\"{package_name}: pinned={current_version}, latest={latest_version}\""," )"," if stale_packages:"," pytest.fail("," \"STALE VERSIONS IN autofix-versions.env! \""," \"These packages are outdated:\\n \""," + \"\\n \".join(stale_packages)"," + \"\\n\\nRun: python scripts/update_versions_from_pypi.py --apply\""," def test_template_sync_script_has_all_packages(self) -> None:"," \"\"\"Verify the template sync script maps all the same packages.\"\"\""," template_script = Path(\"templates/consumer-repo/scripts/sync_dev_dependencies.py\")"," if not template_script.exists():"," pytest.skip(\"Template sync script not found\")"," content = template_script.read_text()"," # Check that all our package mappings exist in the template"," for env_key in PACKAGE_MAPPING:"," assert env_key in content, ("," f\"Template sync script missing {env_key}. \""," f\"Consumer repos won't sync this package!\""," def test_simulated_consumer_repo_sync(self, tmp_path: Path) -> None:"," \"\"\"Simulate what a consumer repo would receive."," This test:"," 1. Creates a fake consumer repo pyproject.toml with older versions"," 2. Runs the sync process with current autofix-versions.env"," 3. Verifies the resulting versions are what PyPI has"," # Read actual autofix-versions.env"," pytest.skip(\"autofix-versions.env not found\")"," # For each pinned package, verify it matches PyPI"," # This catches the case where autofix-versions.env itself is stale"," mismatches: list[str] = []"," our_version = current_pins[env_key]"," pypi_version = get_latest_pypi_version(package_name)"," if pypi_version and our_version != pypi_version:"," mismatches.append(f\"{package_name}: we have {our_version}, PyPI has {pypi_version}\")"," if mismatches:"," \"Consumer repos would receive STALE versions!\\n\""," \"Mismatches:\\n \" + \"\\n \".join(mismatches)","# REGRESSION TESTS","# Specific tests to prevent past failures from recurring","class TestRegressionPrevention:"," \"\"\"Tests specifically designed to prevent past failures.\"\"\""," def test_version_comparison_is_exact(self) -> None:"," \"\"\"Ensure version comparison doesn't use >= or fuzzy matching."," Past issue: Versions were compared loosely, allowing older versions to pass."," info = VersionInfo(current=\"1.0.0\", latest=\"1.0.1\", is_outdated=True)"," # Even minor version differences should be flagged"," assert info.is_outdated is True"," info2 = VersionInfo(current=\"1.0.1\", latest=\"1.0.1\", is_outdated=False)"," assert info2.is_outdated is False"," def test_package_mapping_completeness(self) -> None:"," \"\"\"Ensure PACKAGE_MAPPING covers all expected dev tools.\"\"\""," expected_tools = {"," \"ruff\","," \"black\","," \"mypy\","," \"pytest\","," \"pytest-cov\","," \"coverage\","," }"," mapped_packages = set(PACKAGE_MAPPING.values())"," missing = expected_tools - mapped_packages"," assert not missing, f\"Missing critical tools in PACKAGE_MAPPING: {missing}\""," def test_no_hardcoded_fallback_versions(self) -> None:"," \"\"\"Ensure there are no hardcoded fallback versions that could be stale."," Past issue: Scripts had DEFAULT_VERSION constants that became stale."," import ast"," script_path = Path(\"scripts/update_versions_from_pypi.py\")"," content = script_path.read_text()"," tree = ast.parse(content)"," # Check for various fallback naming patterns that could contain stale versions"," fallback_tokens = (\"FALLBACK\", \"DEFAULT\", \"BACKUP\", \"LEGACY\", \"PIN\", \"PINNED\")"," version_tokens = (\"VERSION\", \"VER\")"," for node in ast.walk(tree):"," if isinstance(node, ast.Assign):"," for target in node.targets:"," if isinstance(target, ast.Name):"," name = target.id.upper()"," has_version_token = any(token in name for token in version_tokens)"," has_fallback_token = any("," token in name for token in fallback_tokens"," )"," if has_version_token and has_fallback_token:"," pytest.fail("," f\"Found potential hardcoded fallback: {target.id}. \""," f\"Remove it - we must always query PyPI!\""," )",[3416],{"_3133":1359,"_3134":3417,"_783":3418,"_3137":59},234,[3149,3419,381,3420,3421,381,3422,3423,381,3424,3425,3426,3158,381,3159,381,3427,3160,3428,3429,3430,3161,3431,381,3432,3433,381,3434,3435,3436,3437,3438,3439,3440,3441,3442,3443,3444,3445,3446,381,381,3447,3448,381,3449,3450,3451,381,381,3452,3453,381,3454,3455,3287,3456,3457,3458,3459,3460,3461,3462,3463,381,3464,3465,3466,3467,3468,3469,3470,3471,3472,3473,3474,3472,3475,381,3476,3477,3478,3479,381,3480,3481,3482,3483,381,381,3484,3485,3486,3487,3488,3489,3490,381,381,3491,3492,3493,3494,381,3495,3496,3497,3498,3499,3500,3499,3501,3502,381,3503,381,381,3504,3505,3493,3506,381,3507,3508,381,3509,3510,3511,3512,3499,381,3513,3514,3515,3516,3517,3518,3519,3520,3512,381,3521,381,381,3522,3523,3524,3525,381,3526,3527,3528,3529,3499,381,3530,3531,381,3532,3533,3499,381,3534,3535,3536,381,3537,3538,3539,3540,3541,381,3542,381,381,3543,3544,3545,3546,3547,3548,3549,3550,3546,3547,3551,3549,3552,3546,3547,3553,3554,3555,3556,3546,3547,3557,3549,3558,3546,381,3559,381,3560,3561,381,3562,3563,381,3564,381,3565,3566,3567,381,3568,3569,3570,3571,381,3572,3573,3574,3575,3567,381,3576,3577,381,3578,381,381,3579,3580],"\"\"\"Fetch latest versions from PyPI and update autofix-versions.env.","This script queries PyPI for the latest stable versions of all dev tools","in the autofix-versions.env file and updates them.","CRITICAL: This script ensures we never ship outdated versions to consumer repos","by fetching the actual current versions from the authoritative source (PyPI).","Usage:"," python scripts/update_versions_from_pypi.py --check # Show what would be updated"," python scripts/update_versions_from_pypi.py --apply # Update autofix-versions.env","import argparse","import re","import sys","import urllib.request","from typing import NamedTuple","# Path to the version pins file","PIN_FILE = Path(\".github/workflows/autofix-versions.env\")","# Map env keys to PyPI package names","# This is the authoritative mapping for all synced dev tools","PACKAGE_MAPPING: dict[str, str] = {"," \"BLACK_VERSION\": \"black\","," \"RUFF_VERSION\": \"ruff\","," \"ISORT_VERSION\": \"isort\","," \"DOCFORMATTER_VERSION\": \"docformatter\","," \"MYPY_VERSION\": \"mypy\","," \"PYTEST_VERSION\": \"pytest\","," \"PYTEST_COV_VERSION\": \"pytest-cov\","," \"PYTEST_XDIST_VERSION\": \"pytest-xdist\","," \"COVERAGE_VERSION\": \"coverage\",","}","class VersionInfo(NamedTuple):"," \"\"\"Information about a package version.\"\"\""," current: str"," latest: str"," is_outdated: bool","def get_latest_pypi_version(package_name: str) -> str | None:"," \"\"\"Fetch the latest stable version from PyPI."," This queries the PyPI JSON API and returns the latest non-prerelease version."," Falls back to the latest release if all releases are prereleases."," url = f\"https://pypi.org/pypi/{package_name}/json\""," try:"," with urllib.request.urlopen(url, timeout=15) as resp:"," data = json.loads(resp.read().decode())"," # Get the latest version (this is the current stable release)"," latest = data.get(\"info\", {}).get(\"version\")"," if latest:"," return latest"," # Fallback: find the latest from releases"," releases: dict[str, list[dict[str, object]]] = data.get(\"releases\", {})"," if releases:"," # Filter out prereleases and yanked versions"," stable_versions: list[str] = []"," for ver, files in releases.items():"," # Skip if all files are yanked"," if files and all(f.get(\"yanked\", False) for f in files):"," continue"," # Skip prereleases (contains a, b, rc, dev, etc.)"," if re.search(r\"(a|b|rc|dev|alpha|beta)\\d*$\", ver, re.IGNORECASE):"," stable_versions.append(ver)"," if stable_versions:"," # Sort by version tuple"," stable_versions.sort(key=_version_tuple, reverse=True)"," return stable_versions[0]"," return None"," except Exception as e:"," print(f\" ⚠️ Could not fetch {package_name} from PyPI: {e}\", file=sys.stderr)"," return None","def _version_tuple(version: str) -> tuple[int, ...]:"," \"\"\"Convert version string to tuple for comparison.\"\"\""," # Handle versions like \"1.2.3rc1\" by stripping pre-release suffix"," clean = re.match(r\"(\\d+(?:\\.\\d+)*)\", version)"," if clean:"," return tuple(int(x) for x in clean.group(1).split(\".\"))"," return (0,)","def parse_env_file(path: Path) -> dict[str, str]:"," \"\"\"Parse the autofix-versions.env file into a dict of key=value pairs.\"\"\""," if not path.exists():"," return {}"," values: dict[str, str] = {}"," for line in path.read_text(encoding=\"utf-8\").splitlines():"," line = line.strip()"," if not line or line.startswith(\"#\"):"," continue"," if \"=\" not in line:"," key, value = line.split(\"=\", 1)"," values[key.strip()] = value.strip()"," return values","def update_env_file(path: Path, updates: dict[str, str]) -> None:"," \"\"\"Update specific values in the env file while preserving comments and order.\"\"\""," raise FileNotFoundError(f\"Pin file not found: {path}\")"," lines = path.read_text(encoding=\"utf-8\").splitlines()"," new_lines = []"," for line in lines:"," stripped = line.strip()"," if not stripped or stripped.startswith(\"#\"):"," new_lines.append(line)"," if \"=\" in stripped:"," key, _ = stripped.split(\"=\", 1)"," key = key.strip()"," if key in updates:"," new_lines.append(f\"{key}={updates[key]}\")"," else:"," new_lines.append(line)"," else:"," path.write_text(\"\\n\".join(new_lines) + \"\\n\", encoding=\"utf-8\")","def check_versions(pin_file: Path) -> dict[str, VersionInfo]:"," \"\"\"Check all versions against PyPI and return comparison info.\"\"\""," current_pins = parse_env_file(pin_file)"," results: dict[str, VersionInfo] = {}"," for env_key, package_name in PACKAGE_MAPPING.items():"," current_version = current_pins.get(env_key, \"\")"," if not current_version:"," print(f\" ⚠️ {env_key} not found in pin file\")"," print(f\" Checking {package_name}...\", end=\" \", flush=True)"," latest_version = get_latest_pypi_version(package_name)"," if latest_version is None:"," print(\"failed to fetch\")"," is_outdated = current_version != latest_version"," status = \"OUTDATED\" if is_outdated else \"OK\""," print(f\"{current_version} -> {latest_version} [{status}]\")"," results[env_key] = VersionInfo("," current=current_version,"," latest=latest_version,"," is_outdated=is_outdated,"," )"," return results","def main(argv: list[str] | None = None) -> int:"," parser = argparse.ArgumentParser("," description=\"Update autofix-versions.env with latest versions from PyPI\""," )"," parser.add_argument("," \"--check\","," action=\"store_true\","," help=\"Check for outdated versions without updating\","," \"--apply\","," help=\"Update autofix-versions.env with latest versions\","," \"--pin-file\","," type=Path,"," default=PIN_FILE,"," help=f\"Path to pin file (default: {PIN_FILE})\","," \"--fail-on-outdated\","," help=\"Exit with code 1 if any version is outdated (useful for CI)\","," args = parser.parse_args(argv)"," if not args.check and not args.apply:"," parser.error(\"Must specify either --check or --apply\")"," print(f\"Checking versions in {args.pin_file}...\")"," results = check_versions(args.pin_file)"," outdated = {k: v for k, v in results.items() if v.is_outdated}"," if not outdated:"," print(\"\\n✅ All versions are up to date!\")"," return 0"," print(f\"\\n⚠️ Found {len(outdated)} outdated version(s):\")"," for env_key, info in outdated.items():"," pkg = PACKAGE_MAPPING[env_key]"," print(f\" {pkg}: {info.current} -> {info.latest}\")"," if args.apply:"," updates = {k: v.latest for k, v in outdated.items()}"," update_env_file(args.pin_file, updates)"," print(f\"\\n✅ Updated {len(updates)} version(s) in {args.pin_file}\")"," if args.fail_on_outdated:"," return 1"," return 0","if __name__ == \"__main__\":"," sys.exit(main())",[3582],{"_3133":1359,"_3134":3583,"_783":3584,"_3137":59},127,[3585,3586,3587,3588,3586,3589,3590,381,3591,381,3592,3593,3594,3595,3596,3597,3598,3599,3600,3601,381,3602,3603,3604,381,3605,3606,3607,3608,3609,3610,3611,3612,3613,381,3614,3615,3612,3616,381,3617,3618,3619,3620,3621,3622,3623,3624,3625,3626,3627,3628,3629,381,3630,3631,3632,3619,3633,3634,381,3635,3636,3637,3638,3639,3640,381,3641,3632,3642,3643,3619,3644,3645,3646,381,3647,3648,3649,3626,3650,3651,3628,381,3652,3653,3654,381,3655,3656,3657,381,3658,381,3659,381,3660,3661,381,3662,3663,3664,381,3665,381,3666,3667,3668,3667,381,3669,3670,3671,3672,3673,381,3674,3675,3676,3677,381,3678,3679,3619,3680,3681],"# Auto-update dev tool versions from PyPI","#","# This workflow ensures autofix-versions.env stays current with PyPI releases.","# It runs daily and creates a PR if any versions are outdated.","# CRITICAL: This workflow MUST run before maint-52-sync-dev-versions.yml","# to ensure we never ship stale versions to consumer repos.","name: Maint Auto-Update PyPI Versions","on:"," schedule:"," # Daily at 03:00 UTC (before the weekly sync at 05:00)"," - cron: '0 3 * * *'"," workflow_dispatch:"," inputs:"," dry_run:"," description: 'Preview changes without creating PR'"," type: boolean"," default: false","permissions:"," contents: write"," pull-requests: write","jobs:"," check-and-update:"," name: Check PyPI for updates"," runs-on: ubuntu-latest"," steps:"," - name: Checkout Workflows"," uses: actions/checkout@v4"," with:"," fetch-depth: 1"," - name: Setup Python"," uses: actions/setup-python@v5"," python-version: '3.12'"," - name: Check for outdated versions"," id: check"," run: |"," echo \"🔍 Checking PyPI for latest versions...\""," python scripts/update_versions_from_pypi.py --check 2>&1 | tee /tmp/check_output.txt"," # Script exits 0 even for outdated (use --fail-on-outdated for non-zero)"," # Check output directly for \"outdated\" to determine if updates are needed"," if grep -q \"outdated\" /tmp/check_output.txt; then"," echo \"has_updates=true\" >> \"$GITHUB_OUTPUT\""," else"," echo \"has_updates=false\" >> \"$GITHUB_OUTPUT\""," fi"," cat /tmp/check_output.txt"," - name: Update versions"," id: update"," if: steps.check.outputs.has_updates == 'true' && inputs.dry_run != true"," echo \"📦 Updating autofix-versions.env with latest PyPI versions...\""," python scripts/update_versions_from_pypi.py --apply 2>&1 | tee /tmp/update_output.txt"," # Extract update summary for PR body"," {"," echo \"summary<> \"$GITHUB_OUTPUT\""," - name: Create PR"," env:"," GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}"," # Configure git"," git config user.name \"github-actions[bot]\""," git config user.email \"github-actions[bot]@users.noreply.github.com\""," # Check if there are actual changes"," if ! git diff --quiet .github/workflows/autofix-versions.env; then"," echo \"Detected updates in autofix-versions.env\""," echo \"No changes to commit\""," exit 0"," # Create branch"," branch=\"auto/update-pypi-versions-$(date +%Y%m%d)\""," git checkout -b \"$branch\""," # Commit changes"," git add .github/workflows/autofix-versions.env"," git commit -m \"chore: update dev tool versions from PyPI"," Auto-generated by maint-auto-update-pypi-versions workflow."," ${{ steps.update.outputs.summary }}\""," # Push and create PR"," git push origin \"$branch\""," gh pr create \\"," --title \"chore: update dev tool versions from PyPI\" \\"," --body \"## Summary"," This PR updates the pinned dev tool versions in \\`autofix-versions.env\\` to match the latest releases on PyPI."," ### Changes"," \\`\\`\\`"," ${{ steps.update.outputs.summary }}"," ### Why this matters"," Keeping dev tool versions current ensures:"," - Consumer repos receive the latest bug fixes and features"," - We don't ship known-vulnerable or outdated tooling"," - Version drift between repos is minimized"," ---"," *Auto-generated by the [maint-auto-update-pypi-versions](.github/workflows/maint-auto-update-pypi-versions.yml) workflow*\" \\"," --label \"dependencies\" \\"," --label \"automation\""," - name: Dry run summary"," if: inputs.dry_run == true"," echo \"🔍 Dry run - would have made these updates:\""," python scripts/update_versions_from_pypi.py 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LangChain Issue Intake Enhancement Proposal","> **Status**: Proposal","> **Created**: 2026-01-03","> **Related**: [langchain-keepalive-integration.md](./langchain-keepalive-integration.md)","> **Target Workflows**: `agents-63-issue-intake.yml`, `reusable-agents-issue-bridge.yml`","---","## Executive Summary","This proposal explores how LangChain can enhance the Agents 63 issue intake pipeline to improve issue quality, reduce wasted agent iterations, and provide better human-agent collaboration. We focus on **high-probability, scoped improvements** rather than speculative features.","## Current Architecture","```","Human describes problem → Manual formatting → Issue labeled → agents-63-issue-intake.yml"," ↓"," reusable-agents-issue-bridge.yml"," Creates PR with agent:codex + agents:keepalive"," Keepalive loop runs until tasks complete (or stuck)","**Pain Points Identified:**","1. Manual formatting into AGENT_ISSUE_TEMPLATE is tedious and error-prone","2. Tasks/criteria that agents can't address waste iterations","3. No pre-flight validation catches problems before agent engagement","4. Human-agent iteration for issue refinement is clunky","## Proposed Enhancements","### 1. Human Language → AGENT_ISSUE_TEMPLATE Conversion","**Use Case**: User describes a problem in natural language, LLM structures it into the canonical format.","**Technical Approach**:","```python","from langchain_openai import ChatOpenAI","from langchain_core.prompts import ChatPromptTemplate","ISSUE_FORMATTER_PROMPT = \"\"\"","You are an expert at formatting GitHub issues for the Codex agent pipeline.","Convert this human description into the AGENT_ISSUE_TEMPLATE format:","{human_description}","Required sections:","- ## Why - Motivation and context","- ## Scope - What this issue covers","- ## Non-Goals - What is explicitly excluded","- ## Tasks - Actionable checklist items (ONLY use bullets for actual work items)","- ## Acceptance Criteria - Verifiable completion conditions","- ## Implementation Notes - Technical guidance (optional)","CRITICAL RULES:","1. Tasks must be specific, verifiable, and completable by an agent","2. Each task should be small enough for one iteration (~10 minutes)","3. DO NOT include bullets for instructions or notes - only actionable items","4. Acceptance criteria must be objectively verifiable","5. Include relevant file paths if mentioned","Output the formatted issue in Markdown.","llm = ChatOpenAI("," model=\"gpt-4o-mini\","," base_url=\"https://models.inference.ai.azure.com\","," api_key=os.environ[\"GITHUB_TOKEN\"],","chain = ChatPromptTemplate.from_template(ISSUE_FORMATTER_PROMPT) | llm","**Trigger Mechanism**: ","- Label `agents:format` on a raw issue","- Workflow parses issue body, calls LLM, updates issue with formatted version","- Adds `agents:formatted` label and removes `agents:format`","**Plausibility**: ⭐⭐⭐⭐ HIGH","- Simple prompt engineering, proven pattern","- Single LLM call, fast feedback","- Clear input/output contract","**Scope**: ~2-3 days development","- Add formatting chain to `scripts/` (Python, LangChain)","- Add workflow step to `agents-63-issue-intake.yml`","- Tests for common formatting scenarios","### 2. Contextual Data Injection for PRs","**Use Case**: Add relevant context to PRs that doesn't fit Tasks/Acceptance (e.g., related issues, design decisions, constraints).","CONTEXT_EXTRACTOR_PROMPT = \"\"\"","From this issue and related discussion, extract:","1. Design constraints or decisions made","2. Related issues/PRs that provide context","3. External references (docs, APIs, specifications)","4. Known blockers or dependencies","Format as a \"## Context for Agent\" section that provides helpful background","without creating actionable tasks.","**Integration Point**:","- Run during PR creation in `reusable-agents-issue-bridge.yml`","- Insert extracted context into PR body after Scope but before Tasks","- Preserves in `...` markers","**Plausibility**: ⭐⭐⭐ MEDIUM-HIGH","- Straightforward extraction task","- Value depends on issue quality","- May produce low-signal output for sparse issues","**Scope**: ~1-2 days","- Add context extraction chain","- Modify `agents_pr_meta_update_body.js` to include context section","- Optional: fetch linked issue comments for richer context","### 3. Agent Capability Pre-Flight Check (HIGH VALUE)","**Use Case**: Before engaging the keepalive pipeline, validate that tasks are actionable by the agent.","**The Problem**:","Agents waste iterations on tasks they fundamentally cannot complete:","| Task Type | Agent Capability | Example |","|-----------|------------------|---------|","| Code changes | ✅ CAN DO | \"Add unit tests for X\" |","| CI must pass | ⚠️ PARTIAL | Can fix code, cannot retry CI |","| Workflow files | ❌ CANNOT DO | \"Update CI workflow\" (protected) |","| Repo settings | ❌ CANNOT DO | \"Enable branch protection\" |","| External services | ❌ CANNOT DO | \"Configure AWS credentials\" |","| Human decisions | ❌ CANNOT DO | \"Decide on API design\" |","| Coverage targets | ⚠️ PARTIAL | Can add tests, cannot guarantee % |","AGENT_CAPABILITY_CHECK_PROMPT = \"\"\"","Analyze these tasks and acceptance criteria for agent compatibility.","Tasks:","{tasks}","Acceptance Criteria:","{acceptance}","For each item, classify as:","- ACTIONABLE: Agent can directly complete this","- PARTIAL: Agent can contribute but may not fully satisfy","- BLOCKED: Agent cannot complete this (explain why)","Known agent limitations:","- Cannot modify protected workflow files (.github/workflows/*.yml)","- Cannot change repository settings (branch protection, secrets, etc.)","- Cannot interact with external services requiring credentials","- Cannot make subjective design decisions requiring human input","- Cannot guarantee specific coverage percentages (can add tests, coverage varies)","- Cannot retry CI/CD pipelines - only fix code and push","Output JSON:","{"," \"actionable_tasks\": [...],"," \"partial_tasks\": [{\"task\": \"...\", \"limitation\": \"...\"}],"," \"blocked_tasks\": [{\"task\": \"...\", \"reason\": \"...\", \"suggested_action\": \"...\"}],"," \"recommendation\": \"PROCEED|REVIEW_NEEDED|BLOCKED\","," \"human_actions_needed\": [...]","**Integration Points**:","1. **Pre-bridge check** (`agents-63-issue-intake.yml`):"," - Before creating PR, run capability check"," - If BLOCKED tasks exist, comment on issue with summary"," - Add `agents:review-needed` label instead of `agent:codex`","2. **Task filtering** (`reusable-agents-issue-bridge.yml`):"," - Move blocked tasks to \"## Deferred Tasks (Requires Human)\" section"," - Keep only actionable tasks in main Tasks section"," - Preserve blocked items for visibility without burning agent iterations","3. **Summary comment**:"," - Post comment explaining: \"X tasks are agent-compatible, Y tasks require human action\""," - Include specific guidance for human actions","**Plausibility**: ⭐⭐⭐⭐⭐ VERY HIGH","- Directly addresses #1 pain point (wasted iterations)","- Clear, objective criteria for classification","- High signal-to-noise ratio in output","**Scope**: ~3-4 days","- Capability classification chain + tests","- Workflow integration with label handling","- Comment formatter for human guidance","- Update `issue_scope_parser.js` to handle deferred section","### 4. Analyze → Approve → Format (Hybrid Issue Optimization)","**Use Case**: Human labels issue with `agents:optimize` to get LLM suggestions, reviews them, then approves application via a second label.","**Design Philosophy**: Eliminates complex stateful conversation in favor of a simple two-phase flow that reuses the Formatter (#1).","**Flow**:","┌─────────────────────────────────────────────────────────────────┐","│ Phase 1: Analysis (label: agents:optimize) │","├─────────────────────────────────────────────────────────────────┤","│ │","│ Human labels issue with `agents:optimize` │","│ ↓ │","│ LLM analyzes issue and posts comment: │","│ ┌────────────────────────────────────────────────────────────┐ │","│ │ ## Issue Optimization Suggestions │ │","│ │ │ │","│ │ **Tasks:** │ │","│ │ - ⚠️ Task 3 is too broad - split into: X, Y, Z │ │","│ │ - ❌ Task 5 requires workflow changes (agent can't do) │ │","│ │ **Acceptance Criteria:** │ │","│ │ - ⚠️ \"Code is clean\" is subjective → suggest \"ruff passes\" │ │","│ │ **Missing:** │ │","│ │ - No file paths mentioned │ │","│ │ - Scope section is empty │ │","│ │ **To apply:** Add label `agents:apply-suggestions` │ │","│ │ **To reject:** Remove `agents:optimize` label │ │","│ │ │ │","│ └────────────────────────────────────────────────────────────┘ │","└─────────────────────────────────────────────────────────────────┘"," ↓"," Human reviews suggestions"," (can ask questions in comments - LLM responds informatively)","│ Phase 2: Approval (label: agents:apply-suggestions) │","│ System detects approval label │","│ Extracts suggestions from comment JSON │","│ Routes to Formatter (#1) with: │","│ - Original issue body │","│ - Approved suggestions │","│ - Instruction: \"Apply these improvements\" │","│ Formatter produces optimized issue body │","│ Updates issue + removes both labels + adds `agents:formatted` │","**Why This Works Better Than Multi-Turn Conversation**:","| Aspect | Original Approach | Hybrid Approach |","|--------|-------------------|-----------------|","| State management | LangGraph state machine across runs | Stateless - suggestions in comment JSON |","| Human approval | Implicit in conversation (\"apply\") | Explicit label = clear signal |","| Implementation | Custom conversation handler | Reuses Formatter (#1) |","| Complexity | 5-7 days | **2-3 days** |","| Human questions | Must track conversation state | Free-form - no state needed |","# Phase 1: Analyzer","ANALYZE_ISSUE_PROMPT = \"\"\"","Analyze this issue for agent compatibility and formatting quality.","Issue body:","{issue_body}","Identify:","1. Tasks that are too broad (should be split)","2. Tasks the agent cannot complete (with reasons from AGENT_LIMITATIONS)","3. Subjective acceptance criteria (suggest objective alternatives)","4. Missing sections (scope, implementation notes, file paths)","5. Formatting issues (bullets used for non-tasks, etc.)","AGENT_LIMITATIONS:","- Cannot modify .github/workflows/*.yml (protected)","- Cannot change repository settings","- Cannot guarantee specific coverage percentages","- Cannot make subjective design decisions","- Cannot retry CI pipelines","Output JSON with structured suggestions.","# Phase 2: Apply - calls Formatter (#1) with suggestions context","APPLY_SUGGESTIONS_PROMPT = \"\"\"","Reformat this issue applying the approved suggestions.","Original issue:","{original_body}","Approved suggestions:","{suggestions_json}","Apply ALL suggestions and output the complete reformatted issue","following AGENT_ISSUE_TEMPLATE structure. Move blocked tasks to","a \"## Deferred Tasks (Requires Human)\" section.","**Workflow Integration**:","```yaml","# In agents-63-issue-intake.yml","# Triggered by: labeled with agents:optimize","analyze_for_optimization:"," if: github.event.action == 'labeled' && github.event.label.name == 'agents:optimize'"," steps:"," - name: Analyze issue and post suggestions"," run: |"," python - <<'PY'"," from scripts.langchain.issue_optimizer import analyze_issue"," suggestions = analyze_issue("," issue_body=\"${{ github.event.issue.body }}\","," issue_number=${{ github.event.issue.number }},"," # TODO: Post comment with suggestions + embedded JSON payload"," PY"," ","# Triggered by: labeled with agents:apply-suggestions ","apply_optimization:"," if: github.event.action == 'labeled' && github.event.label.name == 'agents:apply-suggestions'"," - name: Extract suggestions from analysis comment"," id: extract"," # Find comment with marker"," "," - name: Route to formatter with suggestions"," # Calls Formatter (#1) with original body + suggestions"," - name: Update issue body"," - name: Clean up labels (remove optimize, apply-suggestions; add formatted)","**Human Questions Are Free**:","If human comments with a question after Phase 1, an optional responder job can:","- Answer informatively about the suggestions","- NOT update any state","- NOT require approval tracking","This keeps the complexity low while allowing natural interaction.","- Stateless design eliminates complexity","- Reuses Formatter (#1) infrastructure","- Clear approval signal via label","- No conversation state to manage","**Scope**: ~2-3 days","- Issue analyzer chain (new)","- Suggestion comment formatter","- Apply job that extracts JSON and calls Formatter","- Label management","## Additional High-Value Enhancements","### 5. Post-Merge Learning Feedback","**Use Case**: After PR merges, capture what worked/didn't for future issue formatting.","**Approach**:","- Track: iterations used, tasks completed vs. stuck, human interventions","- Feed back into formatting prompts: \"Issues like X typically need Y structure\"","- Build corpus of successful issue patterns","**Scope**: ~2-3 days (data collection), ongoing refinement","### 6. Duplicate/Related Issue Detection (Semantic Matching Upgrade)","**Use Case**: Before creating new issue, check if similar work exists. Also improve label matching from Levenshtein to semantic similarity.","**The Problem (Current State)**:","*Issue Deduplication:*","- Existing dedup logic uses exact title matching or Levenshtein distance","- Levenshtein is good for typos (\"fix bug\" vs \"fxi bug\") but bad at semantic similarity","- \"Add unit tests for portfolio module\" and \"Write test coverage for portfolio.py\" are the same intent but have low Levenshtein similarity","- Result: False negatives (duplicate issues created) and false positives (unrelated issues flagged)","*Label Matching (in `agents-63-issue-intake.yml` lines 601-634):*","- Current implementation uses Levenshtein distance to find similar labels","- Works for typos: `bugfix` → matches `bug` ✅","- Fails for synonyms: `defect` → doesn't match `bug` ❌","- \"enhancement\", \"feature\", \"improvement\" are semantically equivalent but have no character similarity","**LangChain Solution**:","- **Embeddings-based similarity** catches \"same idea, different phrasing\"","- Uses vector stores (FAISS, Chroma) for efficient similarity search","- Semantic distance measures conceptual similarity, not character edits","- **Same infrastructure serves both use cases** (issues AND labels)","**Technical Approach - Issue Deduplication**:","from langchain_openai import OpenAIEmbeddings","from langchain_community.vectorstores import FAISS","# Generate embeddings for issue description","embeddings = OpenAIEmbeddings("," model=\"text-embedding-3-small\",","# Build vector store from existing open issues","issue_texts = [f\"{issue.title}\\n{issue.body}\" for issue in open_issues]","vector_store = FAISS.from_texts(issue_texts, embeddings, metadatas=[{\"number\": i.number} for i in open_issues])","# Search for similar issues","similar = vector_store.similarity_search_with_score(new_issue_text, k=5)","duplicates = [(doc.metadata[\"number\"], score) for doc, score in similar if score > THRESHOLD]","**Technical Approach - Label Matching**:","# Build vector store from existing repo labels","label_names = [label.name for label in repo_labels]","label_store = FAISS.from_texts(label_names, embeddings, metadatas=[{\"name\": l.name} for l in repo_labels])","# Match user-specified label to existing labels","def find_semantic_label_match(user_label: str, threshold: float = 0.8) -> str | None:"," \"\"\"Find semantically similar existing label.\"\"\""," results = label_store.similarity_search_with_score(user_label, k=1)"," if results and results[0][1] >= threshold:"," return results[0][0].metadata[\"name\"]"," return None","# Examples:","# find_semantic_label_match(\"defect\") → \"bug\"","# find_semantic_label_match(\"improvement\") → \"enhancement\"","# find_semantic_label_match(\"testing\") → \"tests\"","**Advantages over Levenshtein**:","| Aspect | Levenshtein | Semantic Embeddings |","|--------|-------------|---------------------|","| \"Same typo\" detection | ✅ Excellent | ✅ Good |","| \"Same idea, different words\" | ❌ Poor | ✅ Excellent |","| Performance at scale | ⚠️ O(n*m) per comparison | ✅ O(log n) with vector index |","| False positives | High (similar chars ≠ similar meaning) | Low |","| False negatives | High (different chars = missed duplicates) | Low |","1. **Issue deduplication**: Run during `agents-63-issue-intake.yml` before bridge creation"," - Post advisory comment with similar issues (doesn't block creation)"," - Link related issues for context","2. **Label matching**: Replace Levenshtein in `findMatchingLabel()` function"," - Same embeddings model, different vector store"," - Cache label embeddings (labels change rarely)","**Plausibility**: ⭐⭐⭐⭐ HIGH (embeddings are well-understood)","**Scope**: ~2-3 days (expanded to include label matching)","### 7. Automatic Task Decomposition","**Use Case**: Large tasks get automatically split into smaller, iteration-sized pieces.","TASK_DECOMPOSITION_PROMPT = \"\"\"","This task is too large for a single agent iteration (~10 minutes):","{large_task}","Decompose into smaller, independently verifiable sub-tasks.","Each sub-task should:","- Be completable in one iteration","- Have a clear verification condition","- Not depend on un-merged work from other sub-tasks","## Implementation Priority Matrix","| Enhancement | Value | Effort | Priority |","|-------------|-------|--------|----------|","| 3. Agent Capability Pre-Flight | ⭐⭐⭐⭐⭐ | 3-4d | **P0 - Do First** |","| 1. Human → Template Conversion | ⭐⭐⭐⭐ | 2-3d | **P1** |","| 4. Analyze → Approve → Format | ⭐⭐⭐⭐ | 2-3d | **P1** (reuses #1) |","| 7. Task Decomposition | ⭐⭐⭐ | 1-2d | **P2** |","| 6. Duplicate Detection | ⭐⭐⭐⭐ | 2d | **P2** |","| 2. Context Injection | ⭐⭐⭐ | 1-2d | **P2** |","| 5. Learning Feedback | ⭐⭐⭐ | 2-3d | **P3** |","**Note**: #4 moved from P3 to P1 because the hybrid design reuses #1's Formatter infrastructure and eliminates state management complexity.","## Technical Architecture","### Shared Infrastructure","scripts/"," langchain/"," __init__.py"," llm_factory.py # GitHub Models + fallback providers"," issue_formatter.py # Human → template conversion (#1)"," issue_optimizer.py # Analyze + apply suggestions (#4)"," capability_check.py # Agent limitation analysis (#3)"," task_decomposer.py # Large task splitting (#7)"," prompts/"," format_issue.md"," analyze_issue.md"," apply_suggestions.md"," check_capability.md"," decompose_task.md","### Component Relationships"," ┌─────────────────────┐"," │ llm_factory.py │"," │ (GitHub Models + │"," │ fallback chain) │"," └─────────┬───────────┘"," │"," ┌─────────────────────┼─────────────────────┐"," │ │ │"," ▼ ▼ ▼","┌───────────────┐ ┌─────────────────┐ ┌─────────────────┐","│ capability_ │ │ issue_ │ │ issue_ │","│ check.py (#3) │ │ formatter.py(#1)│◄──│ optimizer.py(#4)│","│ │ │ │ │ │","│ Pre-flight │ │ Raw text → │ │ Phase 1: Analyze│","│ validation │ │ Template format │ │ Phase 2: Apply │","└───────────────┘ └─────────────────┘ │ (calls #1) │"," └─────────────────┘","### Workflow Integration Points","# agents-63-issue-intake.yml additions"," # NEW: Optimize flow (Phase 1)"," analyze_for_optimization:"," if: github.event.action == 'labeled' && github.event.label.name == 'agents:optimize'"," - name: Analyze issue"," # Posts suggestion comment with embedded JSON"," "," # NEW: Optimize flow (Phase 2) "," apply_optimization:"," if: github.event.action == 'labeled' && github.event.label.name == 'agents:apply-suggestions'"," - name: Extract suggestions from comment"," - name: Route to formatter with suggestions"," - name: Update issue body"," - name: Clean up labels"," # NEW: Format flow"," format_issue:"," if: github.event.action == 'labeled' && github.event.label.name == 'agents:format'"," - name: Format raw issue into template"," - name: Swap labels (format → formatted)"," # EXISTING: Pre-flight check before bridge"," preprocess:"," name: LLM Pre-processing"," - name: Check agent capability"," id: capability"," python - <<'PY'"," import json"," import os"," from pathlib import Path"," from scripts.langchain.capability_check import check_agent_capability"," result = check_agent_capability("," tasks='${{ steps.parse.outputs.tasks }}',"," acceptance='${{ steps.parse.outputs.acceptance }}',"," )"," output_path = Path(os.environ[\"GITHUB_OUTPUT\"])"," output_path.write_text("," f\"recommendation={result.recommendation}\\n\""," f\"blocked_tasks={json.dumps(result.blocked_tasks)}\\n\","," encoding=\"utf-8\","," PY"," "," - name: Post capability summary"," if: steps.capability.outputs.recommendation != 'PROCEED'"," uses: actions/github-script@v7"," script: |"," // Post comment with blocked task analysis"," // Add agents:review-needed label","## Risk Assessment","| Risk | Mitigation |","|------|------------|","| LLM produces poor formatting | Template validation + human review before agent engagement |","| False positives in capability check | Conservative defaults (flag uncertain items for review) |","| API rate limits | Use existing GitHub Models quota, add exponential backoff |","| Increased workflow complexity | Modular design, feature flags for gradual rollout |","| LLM hallucinations in task decomposition | Preserve original task, show decomposition as suggestions |","## Success Metrics","| Metric | Current | Target | How to Measure |","|--------|---------|--------|----------------|","| Agent iterations per PR | ~5 avg | ~3 avg | Keepalive metrics |","| PRs stuck on blocked tasks | ~20% | <5% | Track `agents:review-needed` vs successful merges |","| Issue formatting time | ~15 min | ~2 min | User survey |","| False positive blocked tasks | N/A | <10% | Manual review sample |","## Next Steps","1. **Proof of Concept**: Implement capability check (#3) as standalone script","2. **Validate**: Run against 10 recent issues, measure accuracy","3. **Integrate**: Add to `agents-63-issue-intake.yml` behind feature flag","4. **Iterate**: Refine prompts based on real-world results","5. **Expand**: Add human→template conversion (#1) using same infrastructure","## Appendix: Known Agent Limitations Reference","For inclusion in capability check prompts:","AGENT CANNOT:","- Modify workflow files in .github/workflows/ (protected by agents-guard)","- Change repository settings (branch protection, secrets, webhooks)","- Access external services requiring credentials not in environment","- Run commands requiring interactive input","- Make subjective design decisions (API design, architecture choices)","- Guarantee specific test coverage percentages","- Retry CI pipelines - can only fix code and push","AGENT CAN (with limitations):","- Add tests (but coverage depends on test quality)","- Fix lint/format issues (but may introduce new ones)","- Update documentation (but may not match current state)","- Refactor code (but large refactors may exceed iteration time)","AGENT CAN FULLY:","- Add/modify Python/JS/YAML files (except protected workflows)","- Create new test files","- Update configuration files","- Add type hints and docstrings","- Fix specific identified bugs",[4160,4161,4162,4163,4164,4165,4166,4167,4168,4169],{"_3107":46,"_46":4182},{"_3107":4170,"_235":1822,"_3133":4180,"_3134":4181},{"_3107":4170,"_235":1822,"_3133":4178,"_3134":4179},{"_3107":46,"_46":4177},{"_3107":4170,"_235":1326,"_3133":4175,"_3134":4176},{"_3107":46,"_46":4174},{"_3107":4170,"_235":2121,"_3133":840,"_3134":4173},{"_3107":4170,"_235":1918,"_3133":4172,"_3134":3147},{"_3107":46,"_46":4171},{"_3107":4170,"_235":850,"_3133":1359,"_3134":3135},"repo_file_citation","\n\n**Testing**\n* ✅ `python -m pytest tests/scripts/test_update_versions_from_pypi.py -k \"fallback or check_version\"` ",428,88,"\n* Simplified PyPI version retrieval typing and broadened test coverage for hardcoded fallback version patterns to catch more naming variants.",41,84,"\n* Clarified the auto-update workflow by detecting outdated versions from command output and only skipping PR creation when diffs are absent, with explicit messaging around detected changes.",597,618,328,342,"**Summary**\n* Updated LangChain proposal workflow examples to call Python modules directly from shell steps instead of using invalid Node.js `require` imports, including capability check output handling.","pr","pr_title","pr_message","output_diff",{"_93":4186,"_4189":838,"_129":130,"_4190":-5,"_470":4191,"_4192":4193,"_4194":4195,"_4196":4197,"_4198":4199,"_4200":1123,"_4201":-5},"pre_apply_patch","repo_id","preapply_patch_base_commit_sha","diff --git a/.github/workflows/maint-auto-update-pypi-versions.yml b/.github/workflows/maint-auto-update-pypi-versions.yml\nindex eb5a321e082f7694ff8b425f43aaa88fbaf1b1da..bc2f5171b4a2ad1f173a7a3126df6a491cf97a6d 100644\n--- a/.github/workflows/maint-auto-update-pypi-versions.yml\n+++ b/.github/workflows/maint-auto-update-pypi-versions.yml\n@@ -54,51 +54,53 @@ jobs:\n \n - name: Update versions\n id: update\n if: steps.check.outputs.has_updates == 'true' && inputs.dry_run != true\n run: |\n echo \"📦 Updating autofix-versions.env with latest PyPI versions...\"\n python scripts/update_versions_from_pypi.py --apply 2>&1 | tee /tmp/update_output.txt\n \n # Extract update summary for PR body\n {\n echo \"summary<> \"$GITHUB_OUTPUT\"\n \n - name: Create PR\n if: steps.check.outputs.has_updates == 'true' && inputs.dry_run != true\n env:\n GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}\n run: |\n # Configure git\n git config user.name \"github-actions[bot]\"\n git config user.email \"github-actions[bot]@users.noreply.github.com\"\n \n # Check if there are actual changes\n- if git diff --quiet .github/workflows/autofix-versions.env; then\n+ if ! git diff --quiet .github/workflows/autofix-versions.env; then\n+ echo \"Detected updates in autofix-versions.env\"\n+ else\n echo \"No changes to commit\"\n exit 0\n fi\n \n # Create branch\n branch=\"auto/update-pypi-versions-$(date +%Y%m%d)\"\n git checkout -b \"$branch\"\n \n # Commit changes\n git add .github/workflows/autofix-versions.env\n git commit -m \"chore: update dev tool versions from PyPI\n \n Auto-generated by maint-auto-update-pypi-versions workflow.\n \n ${{ steps.update.outputs.summary }}\"\n \n # Push and create PR\n git push origin \"$branch\"\n \n gh pr create \\\n --title \"chore: update dev tool versions from PyPI\" \\\n --body \"## Summary\n \n This PR updates the pinned dev tool versions in \\`autofix-versions.env\\` to match the latest releases on PyPI.\n \ndiff --git a/docs/plans/langchain-issue-intake-proposal.md b/docs/plans/langchain-issue-intake-proposal.md\nindex 09b5d0209f46f669c77eb153ae80d190b34cd699..454a034c826ecc69750b2652dd609af1371aba10 100644\n--- a/docs/plans/langchain-issue-intake-proposal.md\n+++ b/docs/plans/langchain-issue-intake-proposal.md\n@@ -308,59 +308,60 @@ Output JSON with structured suggestions.\n # Phase 2: Apply - calls Formatter (#1) with suggestions context\n APPLY_SUGGESTIONS_PROMPT = \"\"\"\n Reformat this issue applying the approved suggestions.\n \n Original issue:\n {original_body}\n \n Approved suggestions:\n {suggestions_json}\n \n Apply ALL suggestions and output the complete reformatted issue\n following AGENT_ISSUE_TEMPLATE structure. Move blocked tasks to\n a \"## Deferred Tasks (Requires Human)\" section.\n \"\"\"\n ```\n \n **Workflow Integration**:\n ```yaml\n # In agents-63-issue-intake.yml\n \n # Triggered by: labeled with agents:optimize\n analyze_for_optimization:\n if: github.event.action == 'labeled' && github.event.label.name == 'agents:optimize'\n steps:\n - name: Analyze issue and post suggestions\n- uses: actions/github-script@v7\n- with:\n- script: |\n- const { analyzeIssue } = require('./scripts/langchain/issue_optimizer.py');\n- const suggestions = await analyzeIssue({\n- issueBody: context.payload.issue.body,\n- issueNumber: context.payload.issue.number\n- });\n- // Post comment with suggestions + embedded JSON\n+ run: |\n+ python - <<'PY'\n+ from scripts.langchain.issue_optimizer import analyze_issue\n+\n+ suggestions = analyze_issue(\n+ issue_body=\"${{ github.event.issue.body }}\",\n+ issue_number=${{ github.event.issue.number }},\n+ )\n+ # TODO: Post comment with suggestions + embedded JSON payload\n+ PY\n \n # Triggered by: labeled with agents:apply-suggestions \n apply_optimization:\n if: github.event.action == 'labeled' && github.event.label.name == 'agents:apply-suggestions'\n steps:\n - name: Extract suggestions from analysis comment\n id: extract\n # Find comment with marker\n \n - name: Route to formatter with suggestions\n # Calls Formatter (#1) with original body + suggestions\n \n - name: Update issue body\n - name: Clean up labels (remove optimize, apply-suggestions; add formatted)\n ```\n \n **Human Questions Are Free**:\n If human comments with a question after Phase 1, an optional responder job can:\n - Answer informatively about the suggestions\n - NOT update any state\n - NOT require approval tracking\n \n This keeps the complexity low while allowing natural interaction.\n \n **Plausibility**: ⭐⭐⭐⭐ HIGH\n@@ -573,60 +574,70 @@ jobs:\n # Posts suggestion comment with embedded JSON\n \n # NEW: Optimize flow (Phase 2) \n apply_optimization:\n if: github.event.action == 'labeled' && github.event.label.name == 'agents:apply-suggestions'\n steps:\n - name: Extract suggestions from comment\n - name: Route to formatter with suggestions\n - name: Update issue body\n - name: Clean up labels\n \n # NEW: Format flow\n format_issue:\n if: github.event.action == 'labeled' && github.event.label.name == 'agents:format'\n steps:\n - name: Format raw issue into template\n - name: Update issue body\n - name: Swap labels (format → formatted)\n \n # EXISTING: Pre-flight check before bridge\n preprocess:\n name: LLM Pre-processing\n steps:\n - name: Check agent capability\n id: capability\n- uses: actions/github-script@v7\n- with:\n- script: |\n- const { checkAgentCapability } = require('./scripts/langchain/capability_check.py');\n- const result = await checkAgentCapability({\n- tasks: '${{ steps.parse.outputs.tasks }}',\n- acceptance: '${{ steps.parse.outputs.acceptance }}'\n- });\n- core.setOutput('recommendation', result.recommendation);\n- core.setOutput('blocked_tasks', JSON.stringify(result.blocked_tasks));\n+ run: |\n+ python - <<'PY'\n+ import json\n+ import os\n+ from pathlib import Path\n+\n+ from scripts.langchain.capability_check import check_agent_capability\n+\n+ result = check_agent_capability(\n+ tasks='${{ steps.parse.outputs.tasks }}',\n+ acceptance='${{ steps.parse.outputs.acceptance }}',\n+ )\n+\n+ output_path = Path(os.environ[\"GITHUB_OUTPUT\"])\n+ output_path.write_text(\n+ f\"recommendation={result.recommendation}\\n\"\n+ f\"blocked_tasks={json.dumps(result.blocked_tasks)}\\n\",\n+ encoding=\"utf-8\",\n+ )\n+ PY\n \n - name: Post capability summary\n if: steps.capability.outputs.recommendation != 'PROCEED'\n uses: actions/github-script@v7\n with:\n script: |\n // Post comment with blocked task analysis\n // Add agents:review-needed label\n ```\n \n ---\n \n ## Risk Assessment\n \n | Risk | Mitigation |\n |------|------------|\n | LLM produces poor formatting | Template validation + human review before agent engagement |\n | False positives in capability check | Conservative defaults (flag uncertain items for review) |\n | API rate limits | Use existing GitHub Models quota, add exponential backoff |\n | Increased workflow complexity | Modular design, feature flags for gradual rollout |\n | LLM hallucinations in task decomposition | Preserve original task, show decomposition as suggestions |\n \n ---\n \n ## Success Metrics\ndiff --git a/scripts/update_versions_from_pypi.py b/scripts/update_versions_from_pypi.py\nindex 674773e7bcbe86ab1f1bfef6dd961c5163295ce7..d69a78bf5330218f49f4876d1e198937957d365d 100755\n--- a/scripts/update_versions_from_pypi.py\n+++ b/scripts/update_versions_from_pypi.py\n@@ -37,51 +37,51 @@ PACKAGE_MAPPING: dict[str, str] = {\n \"PYTEST_COV_VERSION\": \"pytest-cov\",\n \"PYTEST_XDIST_VERSION\": \"pytest-xdist\",\n \"COVERAGE_VERSION\": \"coverage\",\n }\n \n \n class VersionInfo(NamedTuple):\n \"\"\"Information about a package version.\"\"\"\n \n current: str\n latest: str\n is_outdated: bool\n \n \n def get_latest_pypi_version(package_name: str) -> str | None:\n \"\"\"Fetch the latest stable version from PyPI.\n \n This queries the PyPI JSON API and returns the latest non-prerelease version.\n Falls back to the latest release if all releases are prereleases.\n \"\"\"\n url = f\"https://pypi.org/pypi/{package_name}/json\"\n try:\n with urllib.request.urlopen(url, timeout=15) as resp:\n data = json.loads(resp.read().decode())\n # Get the latest version (this is the current stable release)\n- latest: str | None = data.get(\"info\", {}).get(\"version\")\n+ latest = data.get(\"info\", {}).get(\"version\")\n if latest:\n return latest\n \n # Fallback: find the latest from releases\n releases: dict[str, list[dict[str, object]]] = data.get(\"releases\", {})\n if releases:\n # Filter out prereleases and yanked versions\n stable_versions: list[str] = []\n for ver, files in releases.items():\n # Skip if all files are yanked\n if files and all(f.get(\"yanked\", False) for f in files):\n continue\n # Skip prereleases (contains a, b, rc, dev, etc.)\n if re.search(r\"(a|b|rc|dev|alpha|beta)\\d*$\", ver, re.IGNORECASE):\n continue\n stable_versions.append(ver)\n \n if stable_versions:\n # Sort by version tuple\n stable_versions.sort(key=_version_tuple, reverse=True)\n return stable_versions[0]\n \n return None\n except Exception as e:\n print(f\" ⚠️ Could not fetch {package_name} from PyPI: {e}\", file=sys.stderr)\ndiff --git a/tests/scripts/test_update_versions_from_pypi.py b/tests/scripts/test_update_versions_from_pypi.py\nindex 71ba912ab07eb0651133c13ce486e4ecf9a83809..0161b51a509b0cedc6cffa7b80002f9247ed1c1f 100755\n--- a/tests/scripts/test_update_versions_from_pypi.py\n+++ b/tests/scripts/test_update_versions_from_pypi.py\n@@ -415,42 +415,42 @@ class TestRegressionPrevention:\n \"ruff\",\n \"black\",\n \"mypy\",\n \"pytest\",\n \"pytest-cov\",\n \"coverage\",\n }\n \n mapped_packages = set(PACKAGE_MAPPING.values())\n \n missing = expected_tools - mapped_packages\n assert not missing, f\"Missing critical tools in PACKAGE_MAPPING: {missing}\"\n \n def test_no_hardcoded_fallback_versions(self) -> None:\n \"\"\"Ensure there are no hardcoded fallback versions that could be stale.\n \n Past issue: Scripts had DEFAULT_VERSION constants that became stale.\n \"\"\"\n import ast\n \n script_path = Path(\"scripts/update_versions_from_pypi.py\")\n content = script_path.read_text()\n tree = ast.parse(content)\n \n # Check for various fallback naming patterns that could contain stale versions\n- fallback_patterns = [\n- (\"VERSION\", \"FALLBACK\"), # VERSION_FALLBACK, FALLBACK_VERSION\n- (\"VERSION\", \"DEFAULT\"), # DEFAULT_VERSION, VERSION_DEFAULT\n- (\"DEFAULT\", \"VER\"), # DEFAULT_VER\n- ]\n+ fallback_tokens = (\"FALLBACK\", \"DEFAULT\", \"BACKUP\", \"LEGACY\", \"PIN\", \"PINNED\")\n+ version_tokens = (\"VERSION\", \"VER\")\n \n for node in ast.walk(tree):\n if isinstance(node, ast.Assign):\n for target in node.targets:\n if isinstance(target, ast.Name):\n name = target.id.upper()\n- for pattern1, pattern2 in fallback_patterns:\n- if pattern1 in name and pattern2 in name:\n- pytest.fail(\n- f\"Found potential hardcoded fallback: {target.id}. \"\n- f\"Remove it - we must always query PyPI!\"\n- )\n+ has_version_token = any(token in name for token in version_tokens)\n+ has_fallback_token = any(\n+ token in name for token in fallback_tokens\n+ )\n+ if has_version_token and has_fallback_token:\n+ pytest.fail(\n+ f\"Found potential hardcoded fallback: {target.id}. \"\n+ f\"Remove it - we must always query PyPI!\"\n+ )\n","external_storage_diff",{"_4202":4203,"_4204":-5},"files_modified",4,"lines_added",45,"lines_removed",32,"commit_message","additional_parent_commit_shas","file_id","file_00000000188871f7a36bdfb7c83fab01","ttl",{"_93":471,"_42":85,"_97":471,"_4207":4208,"_4209":4210,"_4211":4212,"_133":-5,"_120":4213},[84],"input_items",[4231,4232,4233,4234,4235,4236,4237,4238,4239,4240,4241,4242,4243,4244],"external_post_config",{"_4214":4215,"_407":338,"_4216":451,"_418":-5,"_4189":401,"_4217":-5,"_4218":-5,"_4219":4220,"_4221":4222,"_4223":-5,"_4224":-5,"_4225":4226,"_4227":15,"_4228":59,"_4229":54,"_4230":15},"user_model_slug","slug",1767470751.507401,"installation_id",71148695,"pr_number","gitlab_service_account_project_id","review_trigger","comment_id",3707319143,"comment_type","issue","pr_write_guard_token","pending_pr_reaction_id","pending_comment_reaction_id",321829221,"comment_if_no_findings","comment_on_error","share_url","is_parallel_review",{"_93":788,"_97":471,"_783":4267},{"_458":459,"_460":381,"_4264":464,"_4265":130,"_467":-5,"_93":4266},{"_93":4245,"_460":4262,"_235":1822,"_4247":4253,"_4248":4263},{"_93":4245,"_460":4261,"_235":2121,"_4247":4253,"_4248":-5},{"_93":4245,"_460":4260,"_235":1326,"_4247":4253,"_4248":-5},{"_93":4245,"_460":4258,"_235":1326,"_4247":4253,"_4248":4259},{"_93":4245,"_460":4257,"_235":1918,"_4247":4253,"_4248":-5},{"_93":4245,"_460":4255,"_235":1822,"_4247":4253,"_4248":4256},{"_93":4245,"_460":4254,"_235":-5,"_4247":-5,"_4248":-5},{"_93":4245,"_460":4252,"_235":1326,"_4247":4253,"_4248":-5},{"_93":4245,"_460":4251,"_235":-5,"_4247":-5,"_4248":-5},{"_93":4245,"_460":4250,"_235":-5,"_4247":-5,"_4248":-5},{"_93":4245,"_460":4249,"_235":-5,"_4247":-5,"_4248":-5},{"_93":4245,"_460":4246,"_235":-5,"_4247":-5,"_4248":-5},"pull_request_comment","\n## Automated Status Summary\n**Head SHA:** 9116ab5dea3b9bc1d66a52a25e02438f02f1cdd2\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: 0\n\n_Updated automatically; will refresh on subsequent CI/Docker completions._\n\n\n---\n### Keepalive checklist\n\n#### Scope\n_No scope information available_\n\n#### Tasks\n- [ ] _No tasks defined_\n\n#### Acceptance criteria\n- [ ] _No acceptance criteria defined_","side","line","\nStatus | ✅ no new diagnostics\nHistory points | 1\nTimestamp | 2026-01-03 17:53:51 UTC\nReport artifact | `autofix-report-pr-486`\nRemaining | 0\nNew | 0\nNo additional artifacts\n","\n⚠️ **Action Required**: Unable to determine source issue for PR #486. The PR title, branch name, or body must contain the issue number (e.g. #123, branch: issue-123, or the hidden marker ).","\n### 💡 Codex Review\n\nHere are some automated review suggestions for this pull request.\n\n**Reviewed commit:** `30dca198ce`\n \n\n

ℹ️ About Codex in GitHub

","**_{_{![P1 Badge](https://img.shields.io/badge/P1-orange?style=flat)}} Workflow never marks versions as outdated**\n\nIn the new maint-auto-update-pypi-versions workflow, the check step wraps `python scripts/update_versions_from_pypi.py --check` in an `if ...; then` branch that immediately writes `has_updates=false` when the command exits 0. The script’s `--check` mode always exits successfully even when pins are stale (only `--fail-on-outdated` returns non-zero), so the `else` block that searches for “outdated” is unreachable and `has_updates` is always false. As a result, the update and PR creation steps will never run, leaving autofix-versions.env permanently stale.\n\nUseful? React with 👍 / 👎.","RIGHT","## Pull request overview\n\nThis PR introduces automation for keeping dev tool versions current by fetching latest versions from PyPI, along with a comprehensive proposal for integrating LangChain to enhance the issue intake pipeline for agent-driven workflows.\n\n**Key changes:**\n- New script to automatically fetch and update package versions from PyPI\n- Daily workflow to check for outdated versions and create update PRs\n- Pre-sync verification step to prevent shipping stale versions to consumer repos\n- Comprehensive test suite with unit, integration, and regression tests\n- Detailed proposal document outlining LangChain integration strategies for issue formatting, capability checking, and agent optimization\n\n### Reviewed changes\n\nCopilot reviewed 5 out of 5 changed files in this pull request and generated 6 comments.\n\n

Show a summary per file

\n\n\n\n\n\n\n---\n\n💡 Add Copilot custom instructions for smarter, more guided reviews. Learn how to get started.","The code example references a function 'analyzeIssue' that would be imported from a Python file, but the require statement is attempting to use Node.js syntax to import from a Python file. This won't work - you need to either call the Python script as a subprocess, use a Python GitHub Action, or rewrite the logic in JavaScript.",340,"The test name suggests it checks if the version update script has no hardcoded fallback versions, but the test implementation only checks for variables containing both 'VERSION' and 'FALLBACK' in the name. This could miss fallback versions with different naming patterns (e.g., 'DEFAULT_VERSION', 'VERSION_DEFAULT', etc.). Consider expanding the check to catch other common fallback naming patterns.","The git diff check uses '--quiet' flag which suppresses all output and only returns exit codes. However, the echo after it will always print \"No changes to commit\" even if there are changes, because git diff exits with 0 (no changes) or 1 (has changes). The condition should be 'if ! git diff --quiet' to properly detect when there ARE changes and only then exit early when there are NO changes.",82,"The logic for detecting updates is checking if 'has_updates=false' after the command runs, but the script with '--check' flag returns exit code 0 regardless of whether versions are outdated (as noted in the comment on line 48). This means the check will always show 'has_updates=false' in the first branch. The grep check in the else block should be the primary logic, but the if/else structure makes this confusing. Consider restructuring to check the output directly rather than relying on exit codes that don't indicate the update status.\n```suggestion\n python scripts/update_versions_from_pypi.py --check 2>&1 | tee /tmp/check_output.txt\n # Check exits with 0 even for outdated (use --fail-on-outdated for non-zero)\n if grep -q \"outdated\" /tmp/check_output.txt; then\n echo \"has_updates=true\" >> \"$GITHUB_OUTPUT\"\n else\n echo \"has_updates=false\" >> \"$GITHUB_OUTPUT\"\n```","The variable name 'latest' is annotated as 'str | None' but is immediately checked with 'if latest:' and then cast to str with 'str(latest)'. Since the get() call already returns a string or None, the str() cast is unnecessary. Simply return 'latest' directly if it exists.\n```suggestion\n return latest\n```","The code example shows attempting to require a Python file from JavaScript, which is not valid. The same issue appears here - you cannot use 'require()' to import from a Python file in a GitHub Actions JavaScript context.",569,"base_ref","head_ref","pull_request_info",[4268],{"_3107":46,"_46":4269},"@codex fix 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