{-# LANGUAGE OverloadedStrings #-} {-# LANGUAGE NoImplicitPrelude #-} module Omni.Agent.Worker where import Alpha import qualified Data.Aeson as Aeson import qualified Data.Aeson.Key as AesonKey import qualified Data.ByteString.Lazy as BSL import qualified Data.List as List import qualified Data.Text as Text import qualified Data.Text.Encoding as TE import qualified Data.Text.IO as TIO import qualified Data.Time import qualified Omni.Agent.Core as Core import qualified Omni.Agent.Log as AgentLog import qualified Omni.Fact as Fact import qualified Omni.Task.Core as TaskCore import qualified System.Directory as Directory import qualified System.Exit as Exit import System.FilePath (()) import qualified System.IO as IO import qualified System.Process as Process start :: Core.Worker -> Maybe Text -> IO () start worker maybeTaskId = do if Core.workerQuiet worker then putText ("[worker] Starting for " <> Core.workerName worker) else do AgentLog.init (Core.workerName worker) AgentLog.log ("[worker] Starting for " <> Core.workerName worker) case maybeTaskId of Just tid -> logMsg worker ("[worker] Target task: " <> tid) Nothing -> logMsg worker "[worker] No specific task, will pick from ready queue" runOnce worker maybeTaskId -- | Log message respecting quiet mode logMsg :: Core.Worker -> Text -> IO () logMsg worker msg = if Core.workerQuiet worker then putText msg else AgentLog.log msg -- | Convert key-value pairs to JSON metadata string toMetadata :: [(Text, Text)] -> Text toMetadata pairs = let obj = Aeson.object [(AesonKey.fromText k, Aeson.String v) | (k, v) <- pairs] in TE.decodeUtf8 (BSL.toStrict (Aeson.encode obj)) runOnce :: Core.Worker -> Maybe Text -> IO () runOnce worker maybeTaskId = do -- Find work targetTask <- case maybeTaskId of Just tid -> do TaskCore.findTask tid do readyTasks <- TaskCore.getReadyTasks case readyTasks of [] -> pure Nothing (task : _) -> pure (Just task) case targetTask of Nothing -> do case maybeTaskId of Just tid -> do unless (Core.workerQuiet worker) <| AgentLog.updateActivity ("Task " <> tid <> " not found.") logMsg worker ("[worker] Task " <> tid <> " not found.") Nothing -> do unless (Core.workerQuiet worker) <| AgentLog.updateActivity "No work found." logMsg worker "[worker] No ready tasks found." Just task -> do processTask worker task processTask :: Core.Worker -> TaskCore.Task -> IO () processTask worker task = do let repo = Core.workerPath worker let tid = TaskCore.taskId task let quiet = Core.workerQuiet worker let say = logMsg worker unless quiet <| AgentLog.update (\s -> s {AgentLog.statusTask = Just tid}) say ("[worker] Claiming task " <> tid) -- Claim task TaskCore.logActivity tid TaskCore.Claiming Nothing TaskCore.updateTaskStatus tid TaskCore.InProgress [] say "[worker] Status -> InProgress" -- Run Amp with timing say "[worker] Starting amp..." startTime <- Data.Time.getCurrentTime activityId <- TaskCore.logActivityWithMetrics tid TaskCore.Running Nothing Nothing (Just startTime) Nothing Nothing Nothing (exitCode, output) <- runAmp repo task endTime <- Data.Time.getCurrentTime say ("[worker] Amp exited with: " <> tshow exitCode) -- Capture metrics from agent log (thread URL, credits) status <- AgentLog.getStatus let threadUrl = ("https://ampcode.com/threads/" <>) do TaskCore.logActivity tid TaskCore.Reviewing Nothing say "[worker] Running formatters..." _ <- runFormatters repo -- Try to commit (this runs git hooks which may fail) let commitMsg = formatCommitMessage task output say "[worker] Attempting commit..." commitResult <- tryCommit repo commitMsg case commitResult of CommitFailed commitErr -> do say ("[worker] Commit failed: " <> commitErr) -- Save failure context and reopen task for retry maybeCtx <- TaskCore.getRetryContext tid let attempt = maybe 1 (\c -> TaskCore.retryAttempt c + 1) maybeCtx if attempt > 3 then do say "[worker] Task failed 3 times, needs human intervention" TaskCore.logActivity tid TaskCore.Failed (Just (toMetadata [("reason", "max_retries_exceeded")])) TaskCore.updateTaskStatus tid TaskCore.Open [] else do let currentReason = "attempt " <> tshow attempt <> ": commit_failed: " <> commitErr let accumulatedReason = case maybeCtx of Nothing -> currentReason Just ctx -> TaskCore.retryReason ctx <> "\n" <> currentReason TaskCore.setRetryContext TaskCore.RetryContext { TaskCore.retryTaskId = tid, TaskCore.retryOriginalCommit = "", TaskCore.retryConflictFiles = [], TaskCore.retryAttempt = attempt, TaskCore.retryReason = accumulatedReason, TaskCore.retryNotes = maybeCtx +> TaskCore.retryNotes } TaskCore.logActivity tid TaskCore.Retrying (Just (toMetadata [("attempt", tshow attempt)])) TaskCore.updateTaskStatus tid TaskCore.Open [] say ("[worker] Task reopened (attempt " <> tshow attempt <> "/3)") NoChanges -> do -- No changes = task already implemented, mark as Done say "[worker] No changes to commit - task already done" TaskCore.clearRetryContext tid TaskCore.logActivity tid TaskCore.Completed (Just (toMetadata [("result", "no_changes")])) TaskCore.updateTaskStatus tid TaskCore.Done [] say ("[worker] ✓ Task " <> tid <> " -> Done (no changes)") unless quiet <| AgentLog.update (\s -> s {AgentLog.statusTask = Nothing}) CommitSuccess -> do -- Commit succeeded, set to Review TaskCore.logActivity tid TaskCore.Completed (Just (toMetadata [("result", "committed")])) TaskCore.updateTaskStatus tid TaskCore.Review [] say ("[worker] ✓ Task " <> tid <> " -> Review") unless quiet <| AgentLog.update (\s -> s {AgentLog.statusTask = Nothing}) Exit.ExitFailure code -> do say ("[worker] Amp failed with code " <> tshow code) TaskCore.logActivity tid TaskCore.Failed (Just (toMetadata [("exit_code", tshow code)])) -- Don't set back to Open here - leave in InProgress for debugging say "[worker] Task left in InProgress (amp failure)" -- | Run lint --fix to format and fix lint issues runFormatters :: FilePath -> IO (Either Text ()) runFormatters repo = do let cmd = (Process.proc "lint" ["--fix"]) {Process.cwd = Just repo} (code, _, _) <- Process.readCreateProcessWithExitCode cmd "" case code of Exit.ExitSuccess -> pure (Right ()) Exit.ExitFailure _ -> pure (Right ()) -- lint --fix may exit non-zero but still fix things data CommitResult = CommitSuccess | NoChanges | CommitFailed Text deriving (Show, Eq) -- | Try to commit, returning result tryCommit :: FilePath -> Text -> IO CommitResult tryCommit repo msg = do -- Stage all changes let addCmd = (Process.proc "git" ["add", "."]) {Process.cwd = Just repo} (addCode, _, addErr) <- Process.readCreateProcessWithExitCode addCmd "" case addCode of Exit.ExitFailure _ -> pure <| CommitFailed (Text.pack addErr) Exit.ExitSuccess -> do -- Check for changes let checkCmd = (Process.proc "git" ["diff", "--cached", "--quiet"]) {Process.cwd = Just repo} (checkCode, _, _) <- Process.readCreateProcessWithExitCode checkCmd "" case checkCode of Exit.ExitSuccess -> pure NoChanges Exit.ExitFailure 1 -> do -- There are changes, commit them let commitCmd = (Process.proc "git" ["commit", "-m", Text.unpack msg]) {Process.cwd = Just repo} (commitCode, _, commitErr) <- Process.readCreateProcessWithExitCode commitCmd "" case commitCode of Exit.ExitSuccess -> pure CommitSuccess Exit.ExitFailure _ -> pure <| CommitFailed (Text.pack commitErr) Exit.ExitFailure c -> pure <| CommitFailed ("git diff failed with code " <> tshow c) runAmp :: FilePath -> TaskCore.Task -> IO (Exit.ExitCode, Text) runAmp repo task = do -- Check for retry context maybeRetry <- TaskCore.getRetryContext (TaskCore.taskId task) let ns = fromMaybe "." (TaskCore.taskNamespace task) let basePrompt = "You are a Worker Agent.\n" <> "Your goal is to implement the following task:\n\n" <> formatTask task <> "\n\nCRITICAL INSTRUCTIONS:\n" <> "1. Analyze the codebase to understand where to make changes.\n" <> "2. Implement the changes by editing files.\n" <> "3. BEFORE finishing, you MUST run: bild --test " <> ns <> "\n" <> "4. Fix ALL errors from bild --test (including hlint suggestions).\n" <> "5. Keep running bild --test until it passes with no errors.\n" <> "6. Do NOT update task status or manage git.\n" <> "7. Only exit after bild --test passes.\n\n" <> "IMPORTANT: The git commit will fail if hlint finds issues.\n" <> "You must fix hlint suggestions like:\n" <> "- 'Use list comprehension' -> use [x | cond] instead of if/else\n" <> "- 'Avoid lambda' -> use function composition\n" <> "- 'Redundant bracket' -> remove unnecessary parens\n\n" <> "Context:\n" <> "- Working directory: " <> Text.pack repo <> "\n" <> "- Namespace: " <> ns <> "\n" -- Add retry context if present let retryPrompt = case maybeRetry of Nothing -> "" Just ctx -> "\n\n## RETRY CONTEXT (IMPORTANT)\n\n" <> "This task was previously attempted but failed. Attempt: " <> tshow (TaskCore.retryAttempt ctx) <> "/3\n" <> "Reason: " <> TaskCore.retryReason ctx <> "\n\n" <> ( if null (TaskCore.retryConflictFiles ctx) then "" else "Conflicting files from previous attempt:\n" <> Text.unlines (map (" - " <>) (TaskCore.retryConflictFiles ctx)) <> "\n" ) <> "Original commit: " <> TaskCore.retryOriginalCommit ctx <> "\n\n" <> maybe "" (\notes -> "## HUMAN NOTES/GUIDANCE\n\n" <> notes <> "\n\n") (TaskCore.retryNotes ctx) <> "INSTRUCTIONS FOR RETRY:\n" <> "- The codebase has changed since your last attempt\n" <> "- Re-implement this task on top of the CURRENT codebase\n" <> "- If there were merge conflicts, the conflicting files may have been modified by others\n" <> "- Review the current state of those files before making changes\n" let prompt = basePrompt <> retryPrompt let logFile = repo "_/llm/amp.log" -- Read AGENTS.md agentsMd <- fmap (fromMaybe "") <| do exists <- Directory.doesFileExist (repo "AGENTS.md") if exists then Just "AGENTS.md") else pure Nothing -- Get relevant facts from the knowledge base relevantFacts <- getRelevantFacts task let factsSection = formatFacts relevantFacts let fullPrompt = prompt <> "\n\nREPOSITORY GUIDELINES (AGENTS.md):\n" <> agentsMd <> factsSection -- Remove old log file exists <- Directory.doesFileExist logFile when exists (Directory.removeFile logFile) Directory.createDirectoryIfMissing True (repo "_/llm") -- Assume amp is in PATH let args = ["--try-opus", "--log-level", "debug", "--log-file", "_/llm/amp.log", "--dangerously-allow-all", "-x", Text.unpack fullPrompt] let cp = (Process.proc "amp" args) {Process.cwd = Just repo, Process.std_out = Process.CreatePipe} (_, Just hOut, _, ph) <- Process.createProcess cp tid <- forkIO <| monitorLog logFile ph exitCode <- Process.waitForProcess ph output <- TIO.hGetContents hOut killThread tid pure (exitCode, output) formatTask :: TaskCore.Task -> Text formatTask t = "Task: " <> TaskCore.taskId t <> "\n" <> "Title: " <> TaskCore.taskTitle t <> "\n" <> "Type: " <> Text.pack (show (TaskCore.taskType t)) <> "\n" <> "Status: " <> Text.pack (show (TaskCore.taskStatus t)) <> "\n" <> "Priority: " <> Text.pack (show (TaskCore.taskPriority t)) <> "\n" <> maybe "" (\p -> "Parent: " <> p <> "\n") (TaskCore.taskParent t) <> maybe "" (\ns -> "Namespace: " <> ns <> "\n") (TaskCore.taskNamespace t) <> "Created: " <> Text.pack (show (TaskCore.taskCreatedAt t)) <> "\n" <> "Updated: " <> Text.pack (show (TaskCore.taskUpdatedAt t)) <> "\n" <> (if Text.null (TaskCore.taskDescription t) then "" else "Description:\n" <> TaskCore.taskDescription t <> "\n\n") <> formatDeps (TaskCore.taskDependencies t) <> formatComments (TaskCore.taskComments t) where formatDeps [] = "" formatDeps deps = "\nDependencies:\n" <> Text.unlines (map formatDep deps) formatDep dep = " - " <> TaskCore.depId dep <> " [" <> Text.pack (show (TaskCore.depType dep)) <> "]" formatComments [] = "" formatComments cs = "\nComments/Notes:\n" <> Text.unlines (map formatComment cs) formatComment c = " [" <> Text.pack (show (TaskCore.commentCreatedAt c)) <> "] " <> TaskCore.commentText c formatCommitMessage :: TaskCore.Task -> Text -> Text formatCommitMessage task ampOutput = let tid = TaskCore.taskId task subject = cleanSubject (TaskCore.taskTitle task) body = cleanBody ampOutput in if Text.null body then subject <> "\n\nTask-Id: " <> tid else subject <> "\n\n" <> body <> "\n\nTask-Id: " <> tid where cleanSubject s = let trailingPunct = ['.', ':', '!', '?', ',', ';', ' ', '-'] stripped = Text.dropWhileEnd (`elem` trailingPunct) s truncated = Text.take 72 stripped noPunct = Text.dropWhileEnd (`elem` trailingPunct) truncated capitalized = case Text.uncons noPunct of Just (c, rest) -> Text.cons (toUpper c) rest Nothing -> noPunct in capitalized cleanBody :: Text -> Text cleanBody output = let stripped = Text.strip output in if Text.null stripped then "" else let lns = Text.lines stripped cleaned = [Text.take 72 ln | ln <- lns] in Text.intercalate "\n" cleaned -- | Get facts relevant to a task based on namespace/project getRelevantFacts :: TaskCore.Task -> IO [TaskCore.Fact] getRelevantFacts task = do let namespace = fromMaybe "Omni" (TaskCore.taskNamespace task) projectFacts <- Fact.getFactsByProject namespace let sorted = List.sortBy (comparing (Down <. TaskCore.factConfidence)) projectFacts pure (take 10 sorted) -- | Format facts for inclusion in the prompt formatFacts :: [TaskCore.Fact] -> Text formatFacts [] = "" formatFacts facts = Text.unlines [ "\n\nKNOWLEDGE BASE FACTS:", "(These are learned patterns/conventions from previous work)", "" ] <> Text.unlines (map formatFact facts) -- | Format a single fact for the prompt formatFact :: TaskCore.Fact -> Text formatFact f = "- " <> TaskCore.factContent f <> ( if null (TaskCore.factRelatedFiles f) then "" else " [" <> Text.intercalate ", " (TaskCore.factRelatedFiles f) <> "]" ) monitorLog :: FilePath -> Process.ProcessHandle -> IO () monitorLog path ph = do waitForFile path IO.withFile path IO.ReadMode <| \h -> do IO.hSetBuffering h IO.LineBuffering go h where go h = do eof <- IO.hIsEOF h if eof then do mExit <- Process.getProcessExitCode ph case mExit of Nothing -> do threadDelay 100000 -- 0.1s go h Just _ -> pure () else do line <- TIO.hGetLine h AgentLog.processLogLine line go h waitForFile :: FilePath -> IO () waitForFile path = do exists <- Directory.doesFileExist path if exists then pure () else do threadDelay 100000 waitForFile path