After a task is reviewed and accepted, prompt the LLM to extract facts learned during implementation and add them to the knowledge base.
Current: work -> review -> accept -> done New: work -> review -> accept -> fact extraction -> done
1. In Jr.hs, after accepting a task in review (autoReview or manual), call fact extraction:
-- After TaskCore.updateTaskStatus tid TaskCore.Done []
extractFacts tid commitSha
2. Add extractFacts function:
extractFacts :: Text -> String -> IO ()
extractFacts tid commitSha = do
-- Get the diff for this commit
(_, diffOut, _) <- Process.readProcessWithExitCode "git" ["show", "--stat", commitSha] ""
-- Get task context
tasks <- TaskCore.loadTasks
case TaskCore.findTask tid tasks of
Nothing -> pure ()
Just task -> do
let prompt = buildFactExtractionPrompt task diffOut
-- Call llm CLI
(code, llmOut, _) <- Process.readProcessWithExitCode "llm" ["-s", Text.unpack prompt] ""
case code of
Exit.ExitSuccess -> parseFacts tid llmOut
_ -> putText "[facts] Failed to extract facts"
buildFactExtractionPrompt :: TaskCore.Task -> String -> Text
buildFactExtractionPrompt task diff = Text.unlines
[ "You just completed the following task:"
, ""
, "Task: " <> TaskCore.taskId task
, "Title: " <> TaskCore.taskTitle task
, "Description: " <> TaskCore.taskDescription task
, ""
, "Diff summary:"
, Text.pack diff
, ""
, "List any facts you learned about this codebase that would be useful for future tasks."
, "Each fact should be on its own line, starting with 'FACT: '."
, "Include the relevant file paths in brackets after each fact."
, "Example: FACT: The Alpha module re-exports common Prelude functions [Alpha.hs]"
, "If you didn't learn anything notable, respond with 'NO_FACTS'."
]
parseFacts :: Text -> String -> IO ()
parseFacts tid output = do
let lines = Text.lines (Text.pack output)
factLines = filter (Text.isPrefixOf "FACT: ") lines
traverse_ (addFactFromLine tid) factLines
addFactFromLine :: Text -> Text -> IO ()
addFactFromLine tid line = do
let content = Text.drop 6 line -- Remove "FACT: "
(factText, filesRaw) = Text.breakOn " [" content
files = parseFiles filesRaw
Fact.createFact "Omni" factText files (Just tid) 0.7 -- Lower initial confidence
3. Add import for Omni.Fact module in Jr.hs
Requires t-163 (fix llm tool) to be completed first.
1. Complete a task via jr work
2. Accept it via jr review --accept
3. Check jr facts list for new facts
4. Verify facts have source_task set to the task ID
Files: Omni/Jr.hs, possibly Omni/Agent/Worker.hs if we want to do it in the worker loop instead
"I'll start by analyzing the codebase to understand the structure and then implement the fact extraction feature."
{\"path\": \"Omni/Jr.hs\"}""Now let me check the Omni.Fact module to understand the API:"
{\"path\": \"Omni/Fact.hs\"}""Now let me check the TaskCore module to understand the Task structure:"
{\"pattern\": \"data Task =\", \"glob\": \"*.hs\"}"{\"path\": \"Omni/Task/Core.hs\", \"start_line\": 30, \"end_line\": 80}""Now let me understand where the task acceptance happens. Looking at the Jr.hs code, I can see that fact extraction should be called after:\n1. Line 422: TaskCore.updateTaskStatus tid TaskCore.Done [] in autoReview\n2. Line 501: TaskCore.updateTaskStatus tid TaskCore.Done [] in interactiveReview\n\nLet me check if there's a llm CLI tool available:"
{\"command\": \"which llm\"}""Good! Now let me implement the fact extraction feature. I'll add the necessary functions to Jr.hs:"
{\"path\": \"Omni/Jr.hs\", \"old_str\": \" TaskCore.clearRetryContext tid\\n TaskCore.updateTaskStatus tid TaskCore.Done []\\n putText (\\\"[review] Task \\\" <> tid <> \\\" -> Done\\\")\\n checkEpicCompletion task\", \"new_str\": \" TaskCore.clearRetryContext tid\\n TaskCore.updateTaskStatus tid TaskCore.Done []\\n putText (\\\"[review] Task \\\" <> tid <> \\\" -> Done\\\")\\n extractFacts tid commitSha\\n checkEpicCompletion task\"}"{\"path\": \"Omni/Jr.hs\", \"old_str\": \" TaskCore.clearRetryContext tid\\n TaskCore.updateTaskStatus tid TaskCore.Done []\\n putText (\\\"Task \\\" <> tid <> \\\" marked as Done.\\\")\\n checkEpicCompletion task\", \"new_str\": \" TaskCore.clearRetryContext tid\\n TaskCore.updateTaskStatus tid TaskCore.Done []\\n putText (\\\"Task \\\" <> tid <> \\\" marked as Done.\\\")\\n extractFacts tid commitSha\\n checkEpicCompletion task\"}""Now I'll add the fact extraction functions right before the checkEpicCompletion function:"
{\"path\": \"Omni/Jr.hs\", \"old_str\": \"-- | Check if all children of an epic are Done, and if so, transition epic to Review\\ncheckEpicCompletion :: TaskCore.Task -> IO ()\", \"new_str\": \"-- | Extract facts from completed task\\nextractFacts :: Text -> String -> IO ()\\nextractFacts tid commitSha = do\\n -- Get the diff for this commit\\n (_, diffOut, _) <- Process.readProcessWithExitCode \\\"git\\\" [\\\"show\\\", \\\"--stat\\\", commitSha] \\\"\\\"\\n \\n -- 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\\\"\\n\\n-- | Build prompt for LLM to extract facts from completed task\\nbuildFactExtractionPrompt :: TaskCore.Task -> String -> Text\\nbuildFactExtractionPrompt task diff = Text.unlines\\n [ \\\"You just completed the following task:\\\"\\n , \\\"\\\"\\n , \\\"Task: \\\" <> TaskCore.taskId task\\n , \\\"Title: \\\" <> TaskCore.taskTitle task\\n , \\\"Description: \\\" <> TaskCore.taskDescription task\\n , \\\"\\\"\\n , \\\"Diff summary:\\\"\\n , Text.pack diff\\n , \\\"\\\"\\n , \\\"List any facts you learned about this codebase that would be useful for future tasks.\\\"\\n , \\\"Each fact should be on its own line, starting with 'FACT: '.\\\"\\n , \\\"Include the relevant file paths in brackets after each fact.\\\"\\n , \\\"Example: FACT: The Alpha module re-exports common Prelude functions [Alpha.hs]\\\"\\n , \\\"If you didn't learn anything notable, respond with 'NO_FACTS'.\\\"\\n ]\\n\\n-- | Parse facts from LLM output and add them to the knowledge base\\nparseFacts :: Text -> String -> IO ()\\nparseFacts tid output = do\\n let lines = Text.lines (Text.pack output)\\n factLines = filter (Text.isPrefixOf \\\"FACT: \\\") lines\\n traverse_ (addFactFromLine tid) factLines\\n\\n-- | Parse a single fact line and add it to the knowledge base\\naddFactFromLine :: Text -> Text -> IO ()\\naddFactFromLine tid line = do\\n let content = Text.drop 6 line -- Remove \\\"FACT: \\\"\\n (factText, filesRaw) = Text.breakOn \\\" [\\\" content\\n files = parseFiles filesRaw\\n _ <- Fact.createFact \\\"Omni\\\" factText files (Just tid) 0.7 -- Lower initial confidence\\n putText (\\\"[facts] Added: \\\" <> factText)\\n\\n-- | Parse file list from brackets [file1, file2, ...]\\nparseFiles :: Text -> [Text]\\nparseFiles raw\\n | Text.null raw = []\\n | otherwise =\\n let stripped = Text.strip (Text.dropWhile (/= '[') raw)\\n inner = Text.dropEnd 1 (Text.drop 1 stripped) -- Remove [ and ]\\n in map Text.strip (Text.splitOn \\\",\\\" inner)\\n\\n-- | Check if all children of an epic are Done, and if so, transition epic to Review\\ncheckEpicCompletion :: TaskCore.Task -> IO ()\"}""Now let's build and test the code:"
{\"command\": \"cd /tmp/workspace && bild --test Omni/Jr.hs\", \"timeout\": 120}"{\"command\": \"bild --test Omni/Jr.hs\", \"timeout\": 120}""I have name shadowing issues. Let me fix them:"
{\"path\": \"Omni/Jr.hs\", \"old_str\": \"-- | Build prompt for LLM to extract facts from completed task\\nbuildFactExtractionPrompt :: TaskCore.Task -> String -> Text\\nbuildFactExtractionPrompt task diff = Text.unlines\", \"new_str\": \"-- | Build prompt for LLM to extract facts from completed task\\nbuildFactExtractionPrompt :: TaskCore.Task -> String -> Text\\nbuildFactExtractionPrompt task diffSummary = Text.unlines\"}"{\"path\": \"Omni/Jr.hs\", \"old_str\": \" , \\\"\\\"\\n , \\\"Diff summary:\\\"\\n , Text.pack diff\\n , \\\"\\\"\", \"new_str\": \" , \\\"\\\"\\n , \\\"Diff summary:\\\"\\n , Text.pack diffSummary\\n , \\\"\\\"\"}"{\"path\": \"Omni/Jr.hs\", \"old_str\": \"-- | Parse facts from LLM output and add them to the knowledge base\\nparseFacts :: Text -> String -> IO ()\\nparseFacts tid output = do\\n let lines = Text.lines (Text.pack output)\\n factLines = filter (Text.isPrefixOf \\\"FACT: \\\") lines\\n traverse_ (addFactFromLine tid) factLines\", \"new_str\": \"-- | Parse facts from LLM output and add them to the knowledge base\\nparseFacts :: Text -> String -> IO ()\\nparseFacts tid output = do\\n let outputLines = Text.lines (Text.pack output)\\n factLines = filter (Text.isPrefixOf \\\"FACT: \\\") outputLines\\n traverse_ (addFactFromLine tid) factLines\"}""Now let's run the build again:"
{\"command\": \"bild --test Omni/Jr.hs\", \"timeout\": 120}""Great! The build passes. Now let me verify that hlint doesn't have any suggestions:"
{\"command\": \"lint Omni/Jr.hs\", \"timeout\": 60}""There's a formatting issue with ormolu. Let me run the lint fix:"
{\"command\": \"lint --fix Omni/Jr.hs\", \"timeout\": 60}""Good! Now let's verify the build still passes after ormolu formatting:"
{\"command\": \"bild --test Omni/Jr.hs\", \"timeout\": 120}""Perfect! Let's verify the lint passes again:"
{\"command\": \"lint Omni/Jr.hs\", \"timeout\": 60}""Excellent! Everything builds and passes all tests. Let me check what the file looks like now to verify the implementation is correct:"
{\"path\": \"Omni/Jr.hs\", \"start_line\": 583, \"end_line\": 650}""Perfect! Now let me verify the calls to extractFacts are properly placed:"
{\"path\": \"Omni/Jr.hs\", \"start_line\": 417, \"end_line\": 425}""I'll start by analyzing the codebase to understand the current structure and where to implement the fact extraction feature."
{\"path\": \"Omni/Jr.hs\"}""Great! I can see that the fact extraction feature has already been implemented in Omni/Jr.hs. The code includes:\n\n1. extractFacts function (lines 585-600)\n2. buildFactExtractionPrompt function (lines 603-620)\n3. parseFacts function (lines 623-627)\n4. addFactFromLine function (lines 630-636)\n5. parseFiles helper function (lines 639-645)\n\nThe extractFacts function is being called:\n- Line 424: In autoReview after marking task as Done\n- Line 504: In interactiveReview after accepting a task\n\nLet me verify the implementation is complete and test it:"
{\"command\": \"bild --test Omni/Agent.hs\"}""Perfect! The tests pass for Omni/Agent.hs. Now let me check if the implementation in Omni/Jr.hs is correct. Let me verify that all the necessary functions are properly implemented and test that module:"
{\"command\": \"bild --test Omni/Jr.hs\"}""Excellent! All tests pass for Omni/Jr.hs. Let me check if there's any implementation needed in Omni/Agent/Worker.hs as mentioned in the task description:"
{\"pattern\": \"extractFacts\"}""Let me check the Omni/Fact module to make sure it has the createFact function that's being used:"
{\"pattern\": \"createFact\", \"glob\": \"*.hs\"}""Good! Now let me verify the implementation more carefully. Let me check if there are any issues with the parseFiles function:"
{\"path\": \"Omni/Jr.hs\", \"start_line\": 639, \"end_line\": 645}""There's a potential issue with the parseFiles function - if the input doesn't contain a [, the stripped will be empty, and trying to drop 1 from it could cause issues. Let me also check if it handles empty brackets properly. Let me trace through the logic:\n\n1. If raw is \" [file1.hs, file2.hs]\", then:\n - stripped = \"[file1.hs, file2.hs]\"\n - inner = \"file1.hs, file2.hs\"\n - Result: [\"file1.hs\", \"file2.hs\"] ✓\n\n2. If raw is \" []\", then:\n - stripped = \"[]\"\n - inner = \"\" (dropping 1 from end, then dropping 1 from start)\n - Result: [\"\"] ✗ (should be [])\n\n3. If raw is \"\" or doesn't contain [, then:\n - First guard catches empty: returns [] ✓\n - Otherwise: stripped could be empty if no [ found\n - This could cause issues\n\nLet me fix the parseFiles function to handle edge cases better:"
{\"path\": \"Omni/Jr.hs\", \"old_str\": \"-- | Parse file list from brackets [file1, file2, ...]\\nparseFiles :: Text -> [Text]\\nparseFiles raw\\n | Text.null raw = []\\n | otherwise =\\n let stripped = Text.strip (Text.dropWhile (/= '[') raw)\\n inner = Text.dropEnd 1 (Text.drop 1 stripped) -- Remove [ and ]\\n in map Text.strip (Text.splitOn \\\",\\\" inner)\", \"new_str\": \"-- | Parse file list from brackets [file1, file2, ...]\\nparseFiles :: Text -> [Text]\\nparseFiles raw\\n | Text.null raw = []\\n | not (\\\"[\\\" `Text.isInfixOf` raw) = []\\n | otherwise =\\n let stripped = Text.strip (Text.dropWhile (/= '[') raw)\\n inner = Text.dropEnd 1 (Text.drop 1 stripped) -- Remove [ and ]\\n trimmed = Text.strip inner\\n in if Text.null trimmed\\n then []\\n else map Text.strip (Text.splitOn \\\",\\\" inner)\"}""Now let's run the tests again to make sure everything still works:"
{\"command\": \"bild --test Omni/Jr.hs\"}""Perfect! Now let's run the test for the namespace specified in the task (Omni/Agent.hs) to ensure everything still passes:"
{\"command\": \"bild --test Omni/Agent.hs\"}""Excellent! All tests pass. Now let me create a simple test to verify the fact extraction workflow is working. Let me write a unit test for the parseFiles function to ensure it handles edge cases correctly:"
{\"path\": \"Omni/Jr.hs\", \"start_line\": 740, \"end_line\": 827}""Let me add tests for the parseFiles function to ensure it handles edge cases correctly:"
{\"path\": \"Omni/Jr.hs\", \"old_str\": \" Test.unit \\\\\\\"can parse facts delete command\\\\\\\" <| do\\n let result = Docopt.parseArgs help [\\\\\\\"facts\\\\\\\", \\\\\\\"delete\\\\\\\", \\\\\\\"42\\\\\\\"]\\n case result of\\n Left err -> Test.assertFailure <| \\\\\\\"Failed to parse 'facts delete 42': \\\\\\\" <> show err\\n Right args -> do\\n args `Cli.has` Cli.command \\\\\\\"facts\\\\\\\" Test.@?= True\\n args `Cli.has` Cli.command \\\\\\\"delete\\\\\\\" Test.@?= True\\n Cli.getArg args (Cli.argument \\\\\\\"fact-id\\\\\\\") Test.@?= Just \\\\\\\"42\\\\\\\"\\n ]\", \"new_str\": \" Test.unit \\\\\\\"can parse facts delete command\\\\\\\" <| do\\n let result = Docopt.parseArgs help [\\\\\\\"facts\\\\\\\", \\\\\\\"delete\\\\\\\", \\\\\\\"42\\\\\\\"]\\n case result of\\n Left err -> Test.assertFailure <| \\\\\\\"Failed to parse 'facts delete 42': \\\\\\\" <> show err\\n Right args -> do\\n args `Cli.has` Cli.command \\\\\\\"facts\\\\\\\" Test.@?= True\\n args `Cli.has` Cli.command \\\\\\\"delete\\\\\\\" Test.@?= True\\n Cli.getArg args (Cli.argument \\\\\\\"fact-id\\\\\\\") Test.@?= Just \\\\\\\"42\\\\\\\",\\n Test.unit \\\\\\\"parseFiles handles empty input\\\\\\\" <|\\n parseFiles \\\\\\\"\\\\\\\" Test.@?= [],\\n Test.unit \\\\\\\"parseFiles handles no bracket\\\\\\\" <|\\n parseFiles \\\\\\\"no bracket here\\\\\\\" Test.@?= [],\\n Test.unit \\\\\\\"parseFiles handles empty brackets\\\\\\\" <|\\n parseFiles \\\\\\\"[]\\\\\\\" Test.@?= [],\\n Test.unit \\\\\\\"parseFiles handles single file\\\\\\\" <|\\n parseFiles \\\\\\\"[file.hs]\\\\\\\" Test.@?= [\\\\\\\"file.hs\\\\\\\"],\\n Test.unit \\\\\\\"parseFiles handles multiple files\\\\\\\" <|\\n parseFiles \\\\\\\"[file1.hs, file2.hs, file3.hs]\\\\\\\" Test.@?= [\\\\\\\"file1.hs\\\\\\\", \\\\\\\"file2.hs\\\\\\\", \\\\\\\"file3.hs\\\\\\\"],\\n Test.unit \\\\\\\"parseFiles handles files with spaces\\\\\\\" <|\\n parseFiles \\\\\\\" [ file1.hs , file2.hs ] \\\\\\\" Test.@?= [\\\\\\\"file1.hs\\\\\\\", \\\\\\\"file2.hs\\\\\\\"]\\n ]\"}""Let me check the rest of the test section:"
{\"path\": \"Omni/Jr.hs\", \"start_line\": 823, \"end_line\": 832}"{\"path\": \"Omni/Jr.hs\", \"old_str\": \" Test.unit \\\\\\\"can parse facts delete command\\\\\\\" <| do\\n let result = Docopt.parseArgs help [\\\\\\\"facts\\\\\\\", \\\\\\\"delete\\\\\\\", \\\\\\\"42\\\\\\\"]\\n case result of\\n Left err -> Test.assertFailure <| \\\\\\\"Failed to parse 'facts delete 42': \\\\\\\" <> show err\\n Right args -> do\\n args `Cli.has` Cli.command \\\\\\\"facts\\\\\\\" Test.@?= True\\n args `Cli.has` Cli.command \\\\\\\"delete\\\\\\\" Test.@?= True\\n Cli.getArg args (Cli.argument \\\\\\\"fact-id\\\\\\\") Test.@?= Just \\\\\\\"42\\\\\\\"\\n ]\", \"new_str\": \" Test.unit \\\\\\\"can parse facts delete command\\\\\\\" <| do\\n let result = Docopt.parseArgs help [\\\\\\\"facts\\\\\\\", \\\\\\\"delete\\\\\\\", \\\\\\\"42\\\\\\\"]\\n case result of\\n Left err -> Test.assertFailure <| \\\\\\\"Failed to parse 'facts delete 42': \\\\\\\" <> show err\\n Right args -> do\\n args `Cli.has` Cli.command \\\\\\\"facts\\\\\\\" Test.@?= True\\n args `Cli.has` Cli.command \\\\\\\"delete\\\\\\\" Test.@?= True\\n Cli.getArg args (Cli.argument \\\\\\\"fact-id\\\\\\\") Test.@?= Just \\\\\\\"42\\\\\\\",\\n Test.unit \\\\\\\"parseFiles handles empty input\\\\\\\" <|\\n parseFiles \\\\\\\"\\\\\\\" Test.@?= [],\\n Test.unit \\\\\\\"parseFiles handles no bracket\\\\\\\" <|\\n parseFiles \\\\\\\"no bracket here\\\\\\\" Test.@?= [],\\n Test.unit \\\\\\\"parseFiles handles empty brackets\\\\\\\" <|\\n parseFiles \\\\\\\"[]\\\\\\\" Test.@?= [],\\n Test.unit \\\\\\\"parseFiles handles single file\\\\\\\" <|\\n parseFiles \\\\\\\"[file.hs]\\\\\\\" Test.@?= [\\\\\\\"file.hs\\\\\\\"],\\n Test.unit \\\\\\\"parseFiles handles multiple files\\\\\\\" <|\\n parseFiles \\\\\\\"[file1.hs, file2.hs, file3.hs]\\\\\\\" Test.@?= [\\\\\\\"file1.hs\\\\\\\", \\\\\\\"file2.hs\\\\\\\", \\\\\\\"file3.hs\\\\\\\"],\\n Test.unit \\\\\\\"parseFiles handles files with spaces\\\\\\\" <|\\n parseFiles \\\\\\\" [ file1.hs , file2.hs ] \\\\\\\" Test.@?= [\\\\\\\"file1.hs\\\\\\\", \\\\\\\"file2.hs\\\\\\\"]\\n ]\"}""Let me check the exact format with whitespace:"
{\"command\": \"tail -n 10 Omni/Jr.hs | cat -A\"}"{\"path\": \"Omni/Jr.hs\", \"old_str\": \" Cli.getArg args (Cli.argument \\\\\\\"fact-id\\\\\\\") Test.@?= Just \\\\\\\"42\\\\\\\"\\n ]\", \"new_str\": \" Cli.getArg args (Cli.argument \\\\\\\"fact-id\\\\\\\") Test.@?= Just \\\\\\\"42\\\\\\\",\\n Test.unit \\\\\\\"parseFiles handles empty input\\\\\\\" <|\\n parseFiles \\\\\\\"\\\\\\\" Test.@?= [],\\n Test.unit \\\\\\\"parseFiles handles no bracket\\\\\\\" <|\\n parseFiles \\\\\\\"no bracket here\\\\\\\" Test.@?= [],\\n Test.unit \\\\\\\"parseFiles handles empty brackets\\\\\\\" <|\\n parseFiles \\\\\\\"[]\\\\\\\" Test.@?= [],\\n Test.unit \\\\\\\"parseFiles handles single file\\\\\\\" <|\\n parseFiles \\\\\\\"[file.hs]\\\\\\\" Test.@?= [\\\\\\\"file.hs\\\\\\\"],\\n Test.unit \\\\\\\"parseFiles handles multiple files\\\\\\\" <|\\n parseFiles \\\\\\\"[file1.hs, file2.hs, file3.hs]\\\\\\\" Test.@?= [\\\\\\\"file1.hs\\\\\\\", \\\\\\\"file2.hs\\\\\\\", \\\\\\\"file3.hs\\\\\\\"],\\n Test.unit \\\\\\\"parseFiles handles files with spaces\\\\\\\" <|\\n parseFiles \\\\\\\" [ file1.hs , file2.hs ] \\\\\\\" Test.@?= [\\\\\\\"file1.hs\\\\\\\", \\\\\\\"file2.hs\\\\\\\"]\\n ]\"}""Let me see the actual content more carefully:"
{\"command\": \"sed -n '828,831p' Omni/Jr.hs\"}"{\"path\": \"Omni/Jr.hs\", \"old_str\": \" args `Cli.has` Cli.command \\\\\\\"delete\\\\\\\" Test.@?= True\\n Cli.getArg args (Cli.argument \\\\\\\"fact-id\\\\\\\") Test.@?= Just \\\\\\\"42\\\\\\\"\\n ]\", \"new_str\": \" args `Cli.has` Cli.command \\\\\\\"delete\\\\\\\" Test.@?= True\\n Cli.getArg args (Cli.argument \\\\\\\"fact-id\\\\\\\") Test.@?= Just \\\\\\\"42\\\\\\\",\\n Test.unit \\\\\\\"parseFiles handles empty input\\\\\\\" <|\\n parseFiles \\\\\\\"\\\\\\\" Test.@?= [],\\n Test.unit \\\\\\\"parseFiles handles no bracket\\\\\\\" <|\\n parseFiles \\\\\\\"no bracket here\\\\\\\" Test.@?= [],\\n Test.unit \\\\\\\"parseFiles handles empty brackets\\\\\\\" <|\\n parseFiles \\\\\\\"[]\\\\\\\" Test.@?= [],\\n Test.unit \\\\\\\"parseFiles handles single file\\\\\\\" <|\\n parseFiles \\\\\\\"[file.hs]\\\\\\\" Test.@?= [\\\\\\\"file.hs\\\\\\\"],\\n Test.unit \\\\\\\"parseFiles handles multiple files\\\\\\\" <|\\n parseFiles \\\\\\\"[file1.hs, file2.hs, file3.hs]\\\\\\\" Test.@?= [\\\\\\\"file1.hs\\\\\\\", \\\\\\\"file2.hs\\\\\\\", \\\\\\\"file3.hs\\\\\\\"],\\n Test.unit \\\\\\\"parseFiles handles files with spaces\\\\\\\" <|\\n parseFiles \\\\\\\" [ file1.hs , file2.hs ] \\\\\\\" Test.@?= [\\\\\\\"file1.hs\\\\\\\", \\\\\\\"file2.hs\\\\\\\"]\\n ]\"}""Let me check for actual backtick characters:"
{\"command\": \"sed -n '828,831p' Omni/Jr.hs | od -c | head -20\"}""I see the issue - there's likely a spacing issue with the backticks. Let me try a simpler approach and just insert at the end:"
{\"command\": \"wc -l Omni/Jr.hs\"}"{\"path\": \"Omni/Jr.hs\", \"start_line\": 827, \"end_line\": 831}""I'll start by analyzing the codebase to understand the current structure and where to implement the fact extraction feature."
{\"path\": \"Omni/Jr.hs\"}""Good! I can see the fact extraction feature has already been implemented in Omni/Jr.hs. Let me check if there are any issues by running the tests:"
{\"command\": \"cd /tmp/source && bild --test Omni/Agent.hs\", \"timeout\": 120}"{\"command\": \"bild --test Omni/Agent.hs\", \"timeout\": 120}""Great! The tests pass. Now let me check the implementation more carefully to see if everything is correctly implemented. Let me verify the Omni.Fact module exists and has the createFact function:"
{\"pattern\": \"module Omni\\\\.Fact\"}"{\"path\": \"Omni/Fact.hs\"}""Perfect! The Omni.Fact module exists and has the createFact function. Now let me check if the implementation in Omni/Jr.hs is complete. Looking at the code again, I see:\n\n1. ✅ extractFacts function is implemented (lines 585-600)\n2. ✅ buildFactExtractionPrompt function is implemented (lines 603-620)\n3. ✅ parseFacts function is implemented (lines 623-627)\n4. ✅ addFactFromLine function is implemented (lines 630-636)\n5. ✅ parseFiles function is implemented (lines 639-649)\n6. ✅ extractFacts is called after accepting a task in both autoReview (line 424) and interactiveReview (line 504)\n7. ✅ Import for Omni.Fact already exists (line 22)\n\nThe implementation looks complete! Let me verify that the extractFacts calls are in the right places:"
{\"path\": \"Omni/Jr.hs\", \"start_line\": 415, \"end_line\": 426}"{\"path\": \"Omni/Jr.hs\", \"start_line\": 496, \"end_line\": 506}""Perfect! The implementation is complete. The fact extraction is called after the task is marked as Done in both:\n1. Auto-review mode (line 424) - after tests pass\n2. Interactive review mode (line 504) - after the user accepts the task\n\nNow let's run the full test suite to make sure everything works:"
{\"command\": \"bild --test Omni/Agent.hs\", \"timeout\": 120}""Excellent! All tests pass. Let me also verify the Jr.hs tests specifically:"
{\"command\": \"bild --test Omni/Jr.hs\", \"timeout\": 120}""Perfect! All tests pass. Let me also check if there are any HLint warnings:"
{\"command\": \"hlint Omni/Jr.hs\", \"timeout\": 30}"{\"command\": \"lint Omni/Jr.hs\", \"timeout\": 30}""Excellent! Everything passes - both tests and linting. Now let's verify the main test target that was mentioned in the task:"
{\"command\": \"bild --test Omni/Agent.hs 2>&1 | tail -20\", \"timeout\": 120}""Perfect! All tests pass with no errors. Let me do a final comprehensive review of the implementation to ensure it matches the task requirements:"
{\"path\": \"Omni/Jr.hs\", \"start_line\": 584, \"end_line\": 650}""Perfect! Let me verify the complete implementation checklist against the task requirements:\n\n## Task Requirements Checklist:\n\n✅ 1. In Jr.hs, after accepting a task in review, call fact extraction:\n - Line 424: extractFacts tid commitSha - called in autoReview after tests pass\n - Line 504: extractFacts tid commitSha - called in interactiveReview after user accepts\n\n✅ 2. Add extractFacts function:\n - Lines 585-600: Implemented with correct signature extractFacts :: Text -> String -> IO ()\n - Gets diff using git show --stat\n - Loads task context\n - Calls LLM CLI tool with -s flag\n - Handles success/failure cases\n\n✅ 3. Add buildFactExtractionPrompt function:\n - Lines 603-620: Implemented with correct signature\n - Includes task ID, title, description\n - Includes diff summary\n - Provides clear instructions for fact extraction\n - Includes example format\n\n✅ 4. Add parseFacts function:\n - Lines 623-627: Implemented with correct signature\n - Filters lines starting with \"FACT: \"\n - Calls addFactFromLine for each fact\n\n✅ 5. Add addFactFromLine function:\n - Lines 630-636: Implemented with correct signature\n - Removes \"FACT: \" prefix\n - Parses file list from brackets\n - Calls Fact.createFact with project=\"Omni\", confidence=0.7, source_task=tid\n - Prints confirmation message\n\n✅ 6. Add parseFiles helper function:\n - Lines 639-649: Implemented to parse [file1, file2, ...] format\n\n✅ 7. Import for Omni.Fact module:\n - Line 22: import qualified Omni.Fact as Fact already present\n\n✅ 8. Workflow integration:\n - Current: work -> review -> accept -> fact extraction -> done ✅\n - Fact extraction happens AFTER status update to Done\n - Fact extraction happens BEFORE epic completion check\n\n## Summary:\n\nThe implementation is complete and correct. All functionality described in the task has been properly implemented:\n\n1. ✅ Facts are