The extractFacts and addCompletionSummary functions call the llm CLI which is not reliably in PATH. Replace with Engine.chat from Omni/Agent/Engine.hs which uses OpenRouter API.
"I'll start by examining the Jr.hs file to understand the current implementation and then replace the llm CLI calls with Engine.chat."
{\"path\": \"Omni/Jr.hs\", \"start_line\": 650, \"end_line\": 670}"{\"path\": \"Omni/Jr.hs\", \"start_line\": 600, \"end_line\": 620}"{\"path\": \"Omni/Jr.hs\", \"start_line\": 370, \"end_line\": 385}""Let me check the generateEpicSummary function to see the pattern for using Engine.chat:"
{\"pattern\": \"generateEpicSummary\", \"path\": \"Omni/Jr.hs\"}"{\"path\": \"Omni/Jr.hs\", \"start_line\": 713, \"end_line\": 760}""Now let me check the imports to see if Engine is already imported:"
{\"path\": \"Omni/Jr.hs\", \"start_line\": 1, \"end_line\": 50}""Great! Engine is already imported. Now let me look at the full context of both functions to understand them better:"
{\"path\": \"Omni/Jr.hs\", \"start_line\": 645, \"end_line\": 710}"{\"path\": \"Omni/Jr.hs\", \"start_line\": 590, \"end_line\": 645}""Now I understand the code. I need to replace the llm CLI calls with Engine.chat. Let me update both functions:"
{\"path\": \"Omni/Jr.hs\", \"old_str\": \"-- | Add completion summary comment after task is accepted\\naddCompletionSummary :: Text -> String -> IO ()\\naddCompletionSummary tid commitSha = do\\n -- Get the diff and commit message for this commit\\n (diffCode, diffOut, _) <- Process.readProcessWithExitCode \\\"git\\\" [\\\"show\\\", \\\"--stat\\\", commitSha] \\\"\\\"\\n (msgCode, msgOut, _) <- Process.readProcessWithExitCode \\\"git\\\" [\\\"log\\\", \\\"-1\\\", \\\"--format=%B\\\", commitSha] \\\"\\\"\\n\\n when (diffCode == Exit.ExitSuccess && msgCode == Exit.ExitSuccess) <| do\\n -- Get list of modified files\\n (filesCode, filesOut, _) <- Process.readProcessWithExitCode \\\"git\\\" [\\\"diff-tree\\\", \\\"--no-commit-id\\\", \\\"--name-only\\\", \\\"-r\\\", commitSha] \\\"\\\"\\n\\n let files = if filesCode == Exit.ExitSuccess then List.lines filesOut else []\\n commitMessage = Text.pack msgOut\\n diffSummary = Text.pack diffOut\\n\\n -- Build prompt for llm\\n let prompt = buildCompletionPrompt tid commitMessage diffSummary files\\n\\n -- Call llm CLI to generate summary\\n (llmCode, llmOut, llmErr) <- Process.readProcessWithExitCode \\\"llm\\\" [] (Text.unpack prompt)\\n\\n case llmCode of\\n Exit.ExitSuccess -> do\\n let summary = Text.strip (Text.pack llmOut)\\n unless (Text.null summary) <| do\\n _ <- TaskCore.addComment tid (\\\"## Completion Summary\\\\n\\\\n\\\" <> summary)\\n putText \\\"[review] Added completion summary comment\\\"\\n Exit.ExitFailure _ -> do\\n putText (\\\"[review] Failed to generate completion summary: \\\" <> Text.pack llmErr)\", \"new_str\": \"-- | Add completion summary comment after task is accepted\\naddCompletionSummary :: Text -> String -> IO ()\\naddCompletionSummary tid commitSha = do\\n -- Get the diff and commit message for this commit\\n (diffCode, diffOut, _) <- Process.readProcessWithExitCode \\\"git\\\" [\\\"show\\\", \\\"--stat\\\", commitSha] \\\"\\\"\\n (msgCode, msgOut, _) <- Process.readProcessWithExitCode \\\"git\\\" [\\\"log\\\", \\\"-1\\\", \\\"--format=%B\\\", commitSha] \\\"\\\"\\n\\n when (diffCode == Exit.ExitSuccess && msgCode == Exit.ExitSuccess) <| do\\n -- Get list of modified files\\n (filesCode, filesOut, _) <- Process.readProcessWithExitCode \\\"git\\\" [\\\"diff-tree\\\", \\\"--no-commit-id\\\", \\\"--name-only\\\", \\\"-r\\\", commitSha] \\\"\\\"\\n\\n let files = if filesCode == Exit.ExitSuccess then List.lines filesOut else []\\n commitMessage = Text.pack msgOut\\n diffSummary = Text.pack diffOut\\n\\n -- Build prompt for llm\\n let prompt = buildCompletionPrompt tid commitMessage diffSummary files\\n\\n -- Try to get API key\\n maybeApiKey <- Env.lookupEnv \\\"OPENROUTER_API_KEY\\\"\\n case maybeApiKey of\\n Nothing -> do\\n putText \\\"[review] Warning: OPENROUTER_API_KEY not set, skipping completion summary\\\"\\n Just apiKey -> do\\n -- Call LLM via Engine.chat\\n let llm = Engine.defaultLLM {Engine.llmApiKey = Text.pack apiKey}\\n messages = [Engine.Message Engine.User prompt Nothing Nothing]\\n\\n result <- Engine.chat llm [] messages\\n case result of\\n Left err -> do\\n putText (\\\"[review] Failed to generate completion summary: \\\" <> err)\\n Right msg -> do\\n let summary = Text.strip (Engine.msgContent msg)\\n unless (Text.null summary) <| do\\n _ <- TaskCore.addComment tid (\\\"## Completion Summary\\\\n\\\\n\\\" <> summary)\\n putText \\\"[review] Added completion summary comment\\\"\"}""Let me read the exact text again to get the formatting right:"
{\"path\": \"Omni/Jr.hs\", \"start_line\": 589, \"end_line\": 618}"{\"path\": \"Omni/Jr.hs\", \"old_str\": \" -- Build prompt for llm\\n let prompt = buildCompletionPrompt tid commitMessage diffSummary files\\n\\n -- Call llm CLI to generate summary\\n (llmCode, llmOut, llmErr) <- Process.readProcessWithExitCode \\\"llm\\\" [] (Text.unpack prompt)\\n\\n case llmCode of\\n Exit.ExitSuccess -> do\\n let summary = Text.strip (Text.pack llmOut)\\n unless (Text.null summary) <| do\\n _ <- TaskCore.addComment tid (\\\"## Completion Summary\\\\n\\\\n\\\" <> summary)\\n putText \\\"[review] Added completion summary comment\\\"\\n Exit.ExitFailure _ -> do\\n putText (\\\"[review] Failed to generate completion summary: \\\" <> Text.pack llmErr)\", \"new_str\": \" -- Build prompt for llm\\n let prompt = buildCompletionPrompt tid commitMessage diffSummary files\\n\\n -- Try to get API key\\n maybeApiKey <- Env.lookupEnv \\\"OPENROUTER_API_KEY\\\"\\n case maybeApiKey of\\n Nothing -> do\\n putText \\\"[review] Warning: OPENROUTER_API_KEY not set, skipping completion summary\\\"\\n Just apiKey -> do\\n -- Call LLM via Engine.chat\\n let llm = Engine.defaultLLM {Engine.llmApiKey = Text.pack apiKey}\\n messages = [Engine.Message Engine.User prompt Nothing Nothing]\\n\\n result <- Engine.chat llm [] messages\\n case result of\\n Left err -> do\\n putText (\\\"[review] Failed to generate completion summary: \\\" <> err)\\n Right msg -> do\\n let summary = Text.strip (Engine.msgContent msg)\\n unless (Text.null summary) <| do\\n _ <- TaskCore.addComment tid (\\\"## Completion Summary\\\\n\\\\n\\\" <> summary)\\n putText \\\"[review] Added completion summary comment\\\"\"}""Now let's update the extractFacts function:"
{\"path\": \"Omni/Jr.hs\", \"old_str\": \" -- Get task context\\n tasks <- TaskCore.loadTasks\\n case TaskCore.findTask tid tasks of\\n Nothing -> pure ()\\n Just task -> do\\n let prompt = buildFactExtractionPrompt task diffOut\\n -- Call llm CLI\\n (code, llmOut, _) <- Process.readProcessWithExitCode \\\"llm\\\" [\\\"-s\\\", Text.unpack prompt] \\\"\\\"\\n case code of\\n Exit.ExitSuccess -> parseFacts tid llmOut\\n _ -> putText \\\"[facts] Failed to extract facts\\\"\", \"new_str\": \" -- Get task context\\n tasks <- TaskCore.loadTasks\\n case TaskCore.findTask tid tasks of\\n Nothing -> pure ()\\n Just task -> do\\n let prompt = buildFactExtractionPrompt task diffOut\\n\\n -- Try to get API key\\n maybeApiKey <- Env.lookupEnv \\\"OPENROUTER_API_KEY\\\"\\n case maybeApiKey of\\n Nothing -> do\\n putText \\\"[facts] Warning: OPENROUTER_API_KEY not set, skipping fact extraction\\\"\\n Just apiKey -> do\\n -- Call LLM via Engine.chat\\n let llm = Engine.defaultLLM {Engine.llmApiKey = Text.pack apiKey}\\n messages = [Engine.Message Engine.User prompt Nothing Nothing]\\n\\n result <- Engine.chat llm [] messages\\n case result of\\n Left err -> do\\n putText (\\\"[facts] Failed to extract facts: \\\" <> err)\\n Right msg -> do\\n parseFacts tid (Text.unpack (Engine.msgContent msg))\"}""Now let's check if there's a llm dependency that should be removed:"
{\"path\": \"Omni/Jr.hs\", \"start_line\": 1, \"end_line\": 15}""I should remove the -- : run llm dependency since we're no longer calling the llm CLI:"
{\"path\": \"Omni/Jr.hs\", \"old_str\": \"-- : out jr\\n-- : dep sqlite-simple\\n-- : dep warp\\n-- : dep servant-server\\n-- : dep lucid\\n-- : dep servant-lucid\\n-- : run llm\\nmodule Omni.Jr where\", \"new_str\": \"-- : out jr\\n-- : dep sqlite-simple\\n-- : dep warp\\n-- : dep servant-server\\n-- : dep lucid\\n-- : dep servant-lucid\\nmodule Omni.Jr where\"}""Now let's run the tests as required:"
{\"command\": \"bild --test Omni/Jr.hs\", \"timeout\": 300}""Great! The tests pass. Now let me run hlint to check if there are any suggestions:"
{\"command\": \"lint Omni/Jr.hs\", \"timeout\": 60}""Excellent! Both ormolu and hlint pass with no issues. Let me verify the changes one more time by reviewing what we modified:"
{\"path\": \"Omni/Jr.hs\", \"start_line\": 604, \"end_line\": 625}"{\"path\": \"Omni/Jr.hs\", \"start_line\": 658, \"end_line\": 682}""Perfect! Let me run the tests one more time to confirm everything is working:"
{\"command\": \"bild --test Omni/Jr.hs\", \"timeout\": 300}""Perfect! All tests pass. Let me create a summary of the changes made:\n\n## Summary\n\nI've successfully replaced the llm CLI calls with Engine.chat in Jr.hs. Here are the changes:\n\n### Changes Made:\n\n1. **addCompletionSummary function (lines 604-624)**:\n - Removed Process.readProcessWithExitCode \"llm\" [] call\n - Added OPENROUTER_API_KEY environment variable check\n - Replaced with Engine.chat using the same pattern as generateEpicSummary\n - Proper error handling for missing API key and API failures\n\n2. **extractFacts function (lines 658-680)**:\n - Removed Process.readProcessWithExitCode \"llm\" [\"-s\", ...] call\n - Added OPENROUTER_API_KEY environment variable check\n - Replaced with Engine.chat using the same pattern as generateEpicSummary\n - Proper error handling for missing API key and API failures\n\n3. Dependency cleanup:\n - Removed -- : run llm from the header (line 12) since we no longer depend on the llm CLI tool\n\n### Key Features:\n- Both functions now use the OpenRouter API via Engine.chat\n- Graceful degradation when OPENROUTER_API_KEY is not set (warning message instead of failure)\n- Consistent error handling pattern matching the existing generateEpicSummary function\n- All tests pass successfully\n- No hlint or ormolu issues\n\nThe implementation follows the exact pattern shown in the task description and matches the existing generateEpicSummary function, ensuring consistency across the codebase."