1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
|
{-# 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.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.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 </ TaskCore.loadTasks
Nothing -> 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/" <>) </ AgentLog.statusThread status
let costCents = Just <| floor (AgentLog.statusCredits status * 100)
-- Update the activity record with metrics
TaskCore.updateActivityMetrics activityId threadUrl (Just endTime) costCents Nothing
case exitCode of
Exit.ExitSuccess -> 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 </ readFile (repo </> "AGENTS.md")
else pure Nothing
let fullPrompt =
prompt
<> "\n\nREPOSITORY GUIDELINES (AGENTS.md):\n"
<> agentsMd
-- 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"
<> maybe "" (\d -> "Description:\n" <> d <> "\n\n") (TaskCore.taskDescription t)
<> (if null (TaskCore.taskDependencies t) then "" else "\nDependencies:\n" <> Text.unlines (map formatDep (TaskCore.taskDependencies t)))
where
formatDep dep = " - " <> TaskCore.depId dep <> " [" <> Text.pack (show (TaskCore.depType dep)) <> "]"
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
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
|