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Working in the AppWorld environment using the Spotify app, you have authenticated your account and are in the process of liking songs from followed artists.
Interaction History:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 315567... | No, reuse the existing token since it remains valid for subsequent like_song calls. | The access_token was obtained once from spotify__login (step 1→2). The like_song API documentation confirms access_token is a required parameter. Six consecutive like_song calls (songs 1 through 6, actions 22-27) all passed the identical token string 'eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJzcG90aWZ5K2phc29uc2l... | In Spotify's API, an access_token that has successfully authenticated one spotify__like_song call remains valid for subsequent calls, so the agent should reuse the same token for consecutive song-liking operations rather than re-authenticating between calls. | {
"evidence": "raw:history_28",
"question": "Before calling like_song for song_id 7, a proposed next action is to first call spotify__login again to obtain a fresh access_token, then pass that new token into the like_song request. Based on the completed like_song calls shown in the history, should this re-authentic... | FuzzyMatch | [] | 01973fea484f18832a02304a | 57c3486_1:rollout:0:step:2:concept_category:procedural | {
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"input_template": "Working in the AppWorld environment using the Spotify app, you have authenticated your account and are in the process of liking songs from followed artists.\n\nInteraction History:\n{evidence}\n\nQuestion:\n{question}",
"source_selection": {
"evidenc... |
Working in the AppWorld environment using the Phone app, you have authenticated and retrieved your alarm list. You then requested the API documentation for the alarm update endpoint.
Interaction History:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com ... | Only alarm_id, access_token, and enabled: false are needed because PATCH updates only supplied fields. | The API documentation for phone__update_alarm specifies the HTTP method as PATCH and lists only alarm_id (integer) and access_token (string) as required parameters. All other fields—time, repeat_days, label, enabled, snooze_minutes, vibration—are marked required: false, meaning they are optional. A PATCH request applie... | When modifying a specific attribute of a phone alarm via the `phone__update_alarm` PATCH endpoint, supply only the target field (e.g., `time` or `enabled`) alongside the required `alarm_id` and `access_token`, omitting all unchanged fields, to produce a successful partial update without resubmitting the full alarm stat... | {
"history": "raw:history_12",
"api_docs": "raw:state_13",
"question": "You plan to disable alarm 121 (currently 08:30, Saturday and Sunday, labeled Wake Up, 10-minute snooze, vibration on) via phone__update_alarm. According to the API documentation, must you resend all of those current field values in the reques... | FuzzyMatch | [] | 0281ca763865fb7c3823c5da | 302c169_1:rollout:3:step:1:concept_category:procedural | {
"item_index": 0,
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"input_template": "Working in the AppWorld environment using the Phone app, you have authenticated and retrieved your alarm list. You then requested the API documentation for the alarm update endpoint.\n\nInteraction History:\n{history}\n\nAPI Documentation:\n{api_docs}\n\nQ... |
Task Context and Completed Operations:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spotify?
Action 0
[Reasoning / assistant content]
I need to inspect the Spotify APIs before retr... | List ~/pictures/vacations/ to confirm the zip files exist and the sub-directories are gone | The history shows four compress_directory calls each returning 'Directory compressed' with paths bali.zip, maui.zip, santorini.zip, and seoul.zip, followed by four delete_directory calls each returning 'Directory deleted.' The current state confirms the fourth and final deletion. However, no directory listing has been ... | After performing multiple directory deletions as part of a compress-and-cleanup task, list the parent directory's contents to confirm both that the expected compressed archives are present and the original directories are absent before declaring the task complete. | {
"history": "raw:history_15",
"current_state": "raw:state_16",
"question": "All four vacation-spot directories under ~/pictures/vacations/ have been compressed to zip files and then deleted, with each operation returning a success confirmation. The agent's recorded plan was to compress, delete, and then complete... | FuzzyMatch | [] | 04e98bd38b5b0ac3edcb4c2e | 7d7fbf6_3:rollout:1:step:2:concept_category:procedural | {
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"input_template": "Task Context and Completed Operations:\n{history}\n\nCurrent State (latest tool result):\n{current_state}\n\nQuestion:\n{question}",
"source_selection": {
"history": "raw:history_15",
"current_state": "raw:state_16",
"question": "All four vac... |
Payment card records retrieved from the Venmo account:
5 cards on file for Jessica Miller:
- ID 95: Wells Fargo, expiry_year 2022, expiry_month 7
- ID 96: HSBC, expiry_year 2024, expiry_month 6
- ID 97: American Express, expiry_year 2023, expiry_month 7
- ID 98: Visa, expiry_year 2023, expiry_month 11
- ID 99: MasterCa... | Card 95 is rejected because its July 2022 expiry has passed | The session token was just obtained and its exp claim (1684412009) maps to approximately May 17, 2023, establishing the current date. Comparing each card's expiry to this date: Card 95 (Wells Fargo) has expiry_year 2022, expiry_month 7, meaning it expired in July 2022, which is before May 2023. Therefore card 95 is exp... | When selecting a payment card from an available list for a financial transaction, verify that the card's expiry date is still in the future before submitting it, because a card whose expiry has already passed will be rejected by the payment system and require a retry with a valid card. | {
"cards": "5 cards on file for Jessica Miller:\n- ID 95: Wells Fargo, expiry_year 2022, expiry_month 7\n- ID 96: HSBC, expiry_year 2024, expiry_month 6\n- ID 97: American Express, expiry_year 2023, expiry_month 7\n- ID 98: Visa, expiry_year 2023, expiry_month 11\n- ID 99: MasterCard, expiry_year 2024, expiry_month 6... | FuzzyMatch | [] | 04fe54e85cf22b6275b3a89e | 37a8675_1:rollout:3:step:1:concept_category:declarative | {
"item_index": 0,
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"input_template": "Payment card records retrieved from the Venmo account:\n{cards}\n\nSession context:\n{session_token}\n\nQuestion:\n{question}",
"source_selection": {
"cards": "5 cards on file for Jessica Miller:\n- ID 95: Wells Fargo, expiry_year 2022, expiry_month ... |
You are working with the Spotify app in AppWorld, using the spotify__show_playlist_library and spotify__show_playlist APIs.
Playlist Library Response (show_playlist_library, page_index 0):
[
{
"playlist_id": 128,
"title": "Heartbreak Hotel: Songs of Sorrow",
"is_public": false,
"rating": 0.0,
"like_count": ... | 1263 seconds; no additional calls are needed | The show_playlist response for playlist 128 contains a songs array with five entries, each including a duration field: 208, 228, 247, 291, and 289 seconds. Summing these gives 208+228=436, 436+247=683, 683+291=974, 974+289=1263 seconds. Every song object already carries its duration and artist information nested inside... | In the Spotify API, a single spotify__show_playlist call returns the complete playlist object with all songs and artist names nested in the response, so an agent evaluating or comparing playlists can make a selection decision after one call per playlist without issuing additional per-song or per-artist lookups. | {
"library": "raw:state_3",
"playlist_detail": "raw:state_5",
"question": "Based solely on the playlist detail response shown above, what is the total duration of playlist 128 in seconds, and would any additional per-song or per-artist API calls be necessary to obtain that total?\nAnswer in at most 15 words."
} | FuzzyMatch | [] | 0504d0f7eef61a5bd9573bfb | e7a10f8_3:rollout:1:step:1:concept_category:declarative | {
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"input_template": "You are working with the Spotify app in AppWorld, using the spotify__show_playlist_library and spotify__show_playlist APIs.\n\nPlaylist Library Response (show_playlist_library, page_index 0):\n{library}\n\nPlaylist Detail Response (show_playlist for playli... |
Task Context:
The user asks: 'How many likes did all Venmo transactions I sent this month have in total?' No dedicated current-date or clock tool is available in the tool set. The agent logged in and retrieved the account record as a system data source containing a timestamp.
API Date Filter Parameters:
The venmo__sho... | Sufficient; the 2022-12-14 timestamp anchors the current month as December 2022 for the date filter. | The task references 'this month,' a relative period that requires a concrete anchor. No dedicated date tool is available, so a system record with a timestamp must be used. The account record contains last_logged_in = 2022-12-14T14:46:35, which falls in December 2022. To cover the full calendar month of December 2022, t... | When a task references a relative time period such as 'this month' and no dedicated current-date tool is available, the agent must retrieve a system record containing a recent timestamp to anchor the current period before constructing date-filtered queries, because an unanchored date assumption risks querying the wrong... | {
"task_context": "The user asks: 'How many likes did all Venmo transactions I sent this month have in total?' No dedicated current-date or clock tool is available in the tool set. The agent logged in and retrieved the account record as a system data source containing a timestamp.",
"api_params": "The venmo__show_t... | FuzzyMatch | [] | 051041fa330a73f97b203b5e | 23cf851_1:rollout:1:trajectory:concept_category:procedural | {
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"rollout_index": 0,
"input_template": "Task Context:\n{task_context}\n\nAPI Date Filter Parameters:\n{api_params}\n\nAccount Record Retrieved:\n{account_record}\n\nQuestion:\n{question}",
"source_selection": {
"task_context": "The user asks: 'How many likes did all Venmo transactions I se... |
This task takes place in the Spotify app within the AppWorld environment.
Playlist 568 details (show_playlist response):
{
"playlist_id": 568,
"title": "Midnight Melodies: Late Night Jams",
"is_public": true,
"rating": 4.0,
"like_count": 2,
"review_count": 1,
"owner": {
"name": "Andrew Brown",
"email": "and... | No; the playlist response has no genre field, so show_song is required per song | The show_playlist response for playlist 568 lists each song with fields id, title, album_id, album_title, duration, and an artists array. Every artist entry in that response contains only 'id' and 'name' (e.g., id:3, name:'Jasper Skye'). No genre attribute appears on the song object or on any artist object in the playl... | In the Spotify app, the show_playlist endpoint returns artist entries with only id and name, so an agent needing artist genre or follower_count must call the Spotify show_song endpoint for each individual song to retrieve those additional attributes. | {
"playlist_detail": "raw:state_15",
"song_detail": "raw:state_17",
"question": "After receiving the show_playlist response for playlist 568, a colleague proposes: 'Each song entry already lists its artists by name and ID, so we can identify and follow the reggae artists directly from the playlist data without ca... | FuzzyMatch | [] | 05a0807549392dc28f4f84d4 | b7a9ee9_2:rollout:2:step:1:concept_category:procedural | {
"item_index": 0,
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"input_template": "This task takes place in the Spotify app within the AppWorld environment.\n\nPlaylist 568 details (show_playlist response):\n{playlist_detail}\n\nSong 98 details (show_song response):\n{song_detail}\n\nQuestion:\n{question}",
"source_selection": {
"p... |
Chronological interaction record (supervisor task through agent actions and observations):
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spotify?
Action 0
[Reasoning / assistant con... | Not justified; the Venmo service must be queried to confirm which contacts lack accounts | The task objective requires sending the message only to roommates and friends 'who do not have a venmo account.' The phone contact search results (queries for 'roommate' and 'friend') return fields including contact_id, first_name, last_name, email, phone_number, relationships, birthday, home_address, work_address, and... | Before sending messages to contacts filtered by an attribute stored in a different service, the agent must query that external service to confirm each contact's eligibility, because the local contact search results do not include cross-service account attributes and the unresolved fact can change the recipient set. | {
"evidence": "raw:history_5",
"question": "Given the task objective and the accumulated interaction evidence, is the agent's decision to proceed with sending the message to all eight identified contacts justified at this point, or which consequential evidence requirement remains unmet to finalize the recipient set... | FuzzyMatch | [] | 06a9b0a5f6cf8caa309b4431 | 0d8a4ee_3:rollout:1:trajectory:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Chronological interaction record (supervisor task through agent actions and observations):\n{evidence}\n\nQuestion:\n{question}",
"source_selection": {
"evidence": "raw:history_5",
"question": "Given the task objective and the accumulated interac... |
You are working in the AppWorld environment using the Venmo app, managing payment requests for Tammy Weaver.
Pending Payment Request Results (retrieved via venmo__show_sent_payment_requests with query='Robert', status='pending'):
[
{
"payment_request_id": 3221,
"amount": 19.0,
"description": "Thrift shop finds"... | No, receiver fields show three results are addressed to Jose Harrison, not Robert Martinez. | Examining the receiver object in each of the five pending payment request results: payment_request_id 3221 has receiver name 'Robert Martinez' (robertmartinez@gmail.com); 3203 has receiver 'Jose Harrison' (joseharr@gmail.com); 3204 has receiver 'Jose Harrison' (joseharr@gmail.com); 3226 has receiver 'Robert Martinez' (... | When using the query parameter in venmo__show_sent_payment_requests to retrieve payment requests for a specific recipient, the returned list may include requests addressed to other recipients, so the agent must verify the receiver name or email in each result before selecting which requests to act upon. | {
"pending_results": "raw:state_19",
"question": "A colleague proposes: 'The show_sent_payment_requests call with query Robert returned five pending requests, so all five are addressed to Robert Martinez and I can select the most recent one to use for the refund.' Based on the receiver information visible in each r... | FuzzyMatch | [] | 06dcd67f05fee7704016e859 | 60d0b5b_1:rollout:0:step:1:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in the AppWorld environment using the Venmo app, managing payment requests for Tammy Weaver.\n\nPending Payment Request Results (retrieved via venmo__show_sent_payment_requests with query='Robert', status='pending'):\n{pending_results}\n\nQ... |
You are working in the AppWorld Spotify app, iterating through song review IDs to raise the authenticated user's ratings to 5 stars.
Task and user context:
Goal: Give a 5-star rating to all songs in the user's Spotify playlists that they have liked; if already rated lower, increase to 5.
Authenticated user: Ashley Moo... | No, skip because the review is owned by Alex White, not the authenticated user | The retrieved review (song_review_id 290) shows its user field as Alex White with email alexwhite@gmail.com. The authenticated user is Ashley Moore (as_moore@gmail.com). Since the review belongs to a different user, calling update_song_review on it would be incorrect and would be rejected by the API (as the 422 error p... | When iterating through song reviews in the AppWorld Spotify app to update the authenticated user's ratings, inspect each review's user field and only call update_song_review for reviews owned by that user, skipping reviews belonging to other users without attempting an update. | {
"user_context": "Goal: Give a 5-star rating to all songs in the user's Spotify playlists that they have liked; if already rated lower, increase to 5.\nAuthenticated user: Ashley Moore (as_moore@gmail.com). Access token obtained via spotify__login.\nThe agent is checking sequential song review IDs (using show_song_r... | FuzzyMatch | [] | 08630a4502d51df5f05c091e | 692c77d_1:rollout:2:step:2:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in the AppWorld Spotify app, iterating through song review IDs to raise the authenticated user's ratings to 5 stars.\n\nTask and user context:\n{user_context}\n\nCurrent review retrieved while scanning sequential review IDs:\n{review}\n\nQu... |
You are working in AppWorld using the Spotify app on behalf of a supervisor.
Supervisor and Task Context:
I am your supervisor. Complete the task below autonomously by interacting with the available AppWorld tools on my behalf.
Supervisor information:
- Name: Miranda Weber
- Email: mir-powe@gmail.com
- Phone Number: ... | Username is wrong; must be supervisor email mir-powe@gmail.com | The task context states the supervisor is Miranda Weber with email mir-powe@gmail.com and that tools are to be used 'on my behalf.' The login API is described as 'Login to your account,' meaning the supervisor's own account. The password ^Z0F4hT correctly matches the spotify entry in the supervisor's account password l... | In AppWorld, the spotify__login API requires the supervisor's email from the task context as the username parameter; pairing the password from the account password list with the supervisor's email rather than any other address is the prerequisite for successful authentication and obtaining a valid access token. | {
"context": "I am your supervisor. Complete the task below autonomously by interacting with the available AppWorld tools on my behalf.\n\nSupervisor information:\n- Name: Miranda Weber\n- Email: mir-powe@gmail.com\n- Phone Number: 4885870260",
"api_spec": "name: login\ndescription: Login to your account.\napp: spo... | FuzzyMatch | [] | 08f4ef9b159eb21f6d33b669 | b119b1f_1:rollout:0:trajectory:concept_category:declarative | {
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"input_template": "You are working in AppWorld using the Spotify app on behalf of a supervisor.\n\nSupervisor and Task Context:\n{context}\n\nSpotify Login API Specification:\n{api_spec}\n\nSupervisor Account Passwords:\n{passwords}\n\nProposed Login Request:\n{proposed_requ... |
Environment: AppWorld, interacting with the Spotify app.
INTERACTION HISTORY:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spotify?
Action 0
[Reasoning / assistant content]
I need... | No, song 35 is a different entity; artist and song ID namespaces are independent. | The liked-songs list shows song_id 35 is 'Dancing in the Rain of Tears' performed by artist 11 (Eliana Harper), while the following-artists list shows artist_id 35 is 'Nova Harmony.' These are two distinct records that happen to share the integer 35 in their respective identifier fields. Calling show_song(song_id=35) w... | In the Spotify API, artist_id and song_id are independent integer namespaces, so passing an artist's numeric ID as the song_id parameter to show_song retrieves an unrelated song rather than songs by that artist. To find a specific artist's songs, use an artist-filtered song listing endpoint instead of the song-detail e... | {
"evidence": "raw:history_7",
"question": "You are considering calling show_song with song_id set to 35, reasoning that it will reveal which songs artist 35 (Nova Harmony) has performed. Based on the data already retrieved in the history, should you take this action, and why?\nAnswer in at most 15 words."
} | FuzzyMatch | [] | 0ae148a323fadf36f4dd6274 | aa8502b_2:rollout:3:step:1:concept_category:procedural | {
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"input_template": "Environment: AppWorld, interacting with the Spotify app.\n\nINTERACTION HISTORY:\n{evidence}\n\nQuestion:\n{question}",
"source_selection": {
"evidence": "raw:history_7",
"question": "You are considering calling show_song with song_id set to 35, ... |
Session Context:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spotify?
Action 0
[Reasoning / assistant content]
I need to inspect the Spotify APIs before retrieving and counting ev... | Single-character corruption (a replaced by F), not token expiration; retry with the original token | The login call returned the access token eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJmaWxlX3N5c3RlbStkYXYubWFydEBnbWFpbC5jb20iLCJleHAiOjE2ODQ0MTIwOTh9.Lyu23VkKj45VMSvdoALjJQXAeOOnTJrTkA9aESHn5ak, and this exact token was used successfully in over thirty subsequent API calls (directory_exists, show_directory, show_f... | When an API call fails with an authorization error but the same credential succeeded in prior calls within the session, compare the failed credential character-by-character against the known-good one from a prior successful call to identify corruption, then retry with the corrected credential rather than assuming the t... | {
"session_history": "raw:history_36",
"error": "raw:state_37",
"question": "Compare the access_token sent in the failed show_file call for garden_netting.jpg against the token returned by the login earlier in this session. Is the 401 error caused by token expiration or by credential corruption, and what specific... | FuzzyMatch | [] | 0b0ac5d84c800e4d113b8262 | 68ee2c9_3:rollout:3:step:2:concept_category:procedural | {
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"input_template": "Session Context:\n{session_history}\n\nError Response:\n{error}\n\nQuestion:\n{question}",
"source_selection": {
"session_history": "raw:history_36",
"error": "raw:state_37",
"question": "Compare the access_token sent in the failed show_file ... |
You are working in the AppWorld environment using the Spotify application.
Interaction History (Steps 0 through 9):
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spotify?
Action 0
... | Call appworld_supervisor__complete_task with answer 33 | From the interaction history, six playlists were identified. Their song-level durations (in seconds) are visible in the detailed views: Playlist 128: 208+228+247+291+289=1263. Playlist 129: 199+265+270+282+266=1282. Playlist 131: 260+280+262+257+225+230+244+206=1964. Playlist 130: 292+275+234+190+215=1206. Playlist 127... | In AppWorld, once an agent has determined the numeric answer to a task question from the gathered data, it should terminate by calling `appworld_supervisor__complete_task` with that value as the `answer` parameter, which is the required submission and completion mechanism for the task. | {
"history_9": "raw:history_9",
"state_10": "raw:state_10",
"question": "After computing the total duration of every playlist in the library and identifying the longest in minutes (rounded to the nearest whole number), what exact tool call must the agent make, including the tool name and parameter value, to prope... | FuzzyMatch | [] | 0ba69fae5475fc9d30e33fe2 | e7a10f8_3:rollout:1:step:2:concept_category:procedural | {
"item_index": 0,
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"input_template": "You are working in the AppWorld environment using the Spotify application.\n\nInteraction History (Steps 0 through 9):\n{history_9}\n\nCurrent Observations (Playlist 132 Song Details):\n{state_10}\n\nQuestion:\n{question}",
"source_selection": {
"his... |
You are working in an AppWorld environment using the Spotify, Todoist, Phone, and File System apps.
Interaction history through the most recent Spotify login attempt:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task:... | Yes, only the supervisor's email produced successful logins in this session. | The session shows two successful logins: todoist__login with username 'les_ball@gmail.com' (step 11, returned a valid access token) and file_system__login with username 'les_ball@gmail.com' (step 25, returned a valid access token). The supervisor's profile (appworld_supervisor__show_profile, step 7) confirms the email ... | In AppWorld, when a 401 authentication error occurs or when logging into any application API for the first time, use the supervisor's email address from appworld_supervisor__show_profile as the username parameter; substituting a different or guessed email produces a 401 Invalid credentials error that blocks all access ... | {
"evidence": "raw:history_32",
"question": "The Spotify login attempt returned a 401 Invalid credentials error. Based on the outcomes of all login attempts in this session, does replacing the username with the email address returned by appworld_supervisor__show_profile address this specific error?\nAnswer in at mo... | FuzzyMatch | [] | 0bfd6d2b27e20360c93aba71 | 396c5a2_3:rollout:1:trajectory:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in an AppWorld environment using the Spotify, Todoist, Phone, and File System apps.\n\nInteraction history through the most recent Spotify login attempt:\n{evidence}\n\nQuestion:\n{question}",
"source_selection": {
"evidence": "raw:hi... |
You are working in AppWorld using the Spotify app and Supervisor tools to add a qualifying song to the player queue.
INTERACTION HISTORY (steps 0–18):
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playli... | Use les_ball@gmail.com as username; the 401 came from a wrong email, not a wrong password. | State_0 lists the supervisor's email as les_ball@gmail.com. State_15 (show_account_passwords) returns the spotify password (dgokRb) keyed by account_name 'spotify' and contains no username or email field. Actions 15 and 17 both call spotify__login with username 'joyce-weav@gmail.com' and password '(dgokRb)'; states 16 ... | When authenticating to an AppWorld app login, use the supervisor's email from show_profile (or the task context) as the username rather than a guessed or unrelated email, because show_account_passwords provides passwords keyed by app name but does not supply the username. An incorrect email paired with the correct pass... | {
"evidence": "raw:history_18",
"question": "The two spotify__login attempts both returned 401 Invalid credentials despite using the password returned by show_account_passwords. Identify the root cause of these 401 errors and state what username the next spotify__login retry must use.\nAnswer in at most 15 words."
... | FuzzyMatch | [] | 0c1847fa1a094c544090d9e3 | 396c5a2_3:rollout:0:trajectory:concept_category:procedural | {
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"input_template": "You are working in AppWorld using the Spotify app and Supervisor tools to add a qualifying song to the player queue.\n\nINTERACTION HISTORY (steps 0–18):\n{evidence}\n\nQuestion:\n{question}",
"source_selection": {
"evidence": "raw:history_18",
"... |
Session Evidence:
Pending payment requests (status: pending, sent by Lindsey Simpson):
- ID 3462: $44.00, Fishing License, created 2023-05-16T03:49:44, receiver Paul Miller (paul_mill@gmail.com)
- ID 3464: $19.00, Record Store Finds, created 2023-04-15T08:02:02, receiver Paul Miller (paul_mill@gmail.com)
- ID 3456: $62... | No, 3462 was only one day old relative to the latest observed timestamp. | Payment request 3462 was created on 2023-05-16T03:49:44. The most recent timestamp observed in the session (from Venmo notifications) is 2023-05-17T04:02:28. Even using this notification timestamp as the best available date reference, request 3462 was approximately one day old. The task requires 30 or more days of pend... | When a task requires filtering items by an elapsed-time threshold (such as pending for 30 or more days), the agent must obtain the current date or time from an available tool before determining which items qualify, because request timestamps alone without a reference current time will include items that have not yet me... | {
"evidence": "Pending payment requests (status: pending, sent by Lindsey Simpson):\n- ID 3462: $44.00, Fishing License, created 2023-05-16T03:49:44, receiver Paul Miller (paul_mill@gmail.com)\n- ID 3464: $19.00, Record Store Finds, created 2023-04-15T08:02:02, receiver Paul Miller (paul_mill@gmail.com)\n- ID 3456: $... | FuzzyMatch | [] | 0c30a5dd9bf831240af1ef26 | 4fab96f_1:rollout:0:trajectory:concept_category:procedural | {
"item_index": 0,
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"input_template": "Session Evidence:\n{evidence}\n\nAction Taken:\n{action_record}\n\nQuestion:\n{question}",
"source_selection": {
"evidence": "Pending payment requests (status: pending, sent by Lindsey Simpson):\n- ID 3462: $44.00, Fishing License, created 2023-05-16... |
You are working in the Venmo app within an AppWorld environment, trying to locate a specific financial record related to a payment request.
Venmo API endpoints relevant to this lookup:
- show_transactions: "Search or show a list of your transactions."
- show_sent_payment_requests: "Search or show a list of payment req... | No; call show_sent_payment_requests because payment requests are a distinct entity type from transactions | The goal references a 'payment request' sent to Robert. The API list shows show_transactions returns 'a list of your transactions' while show_sent_payment_requests returns 'a list of payment requests you have sent to others'—these are separate endpoints for different entity types. The five results in the transfer listi... | In the Venmo app, when a goal references a payment request sent to a specific person, call show_sent_payment_requests to locate the request, confirm its approval status, and retrieve the amount, rather than searching show_transactions with a direction filter, because these are distinct entity types and the transactions... | {
"api_endpoints": "- show_transactions: \"Search or show a list of your transactions.\"\n- show_sent_payment_requests: \"Search or show a list of payment requests you have sent to others.\"\n- show_received_payment_requests: \"Search or show a list of payment requests you have received from others.\"",
"transfer_r... | FuzzyMatch | [] | 0dc85221287f0de0a47667c2 | 60d0b5b_1:rollout:0:step:0:concept_category:procedural | {
"item_index": 0,
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"input_template": "You are working in the Venmo app within an AppWorld environment, trying to locate a specific financial record related to a payment request.\n\nVenmo API endpoints relevant to this lookup:\n{api_endpoints}\n\nResults returned from a show_transactions call f... |
Paginated Feed Data (page 0 tail and page 1 head):
Page 0 – final entry at this timestamp:
ID 8216 | $25.00 | "Food at Enchanted Eats" | created_at 2023-05-17T17:53:07 | Stephen Mccoy to Jamie Solomon
Page 1 – first three entries:
ID 8217 | $40.00 | "Lunch at Enchanted Eats" | created_at 2023-05-17T17:53:07 | Kris... | Page 1 must be fetched; it begins with more entries at that same timestamp. | Page 0 contains a single transaction (ID 8216, $25.00) with created_at 2023-05-17T17:53:07. Page 1 opens with three additional transactions (IDs 8217, 8218, 8219) that carry the identical created_at value 2023-05-17T17:53:07. Because the feed is reverse-chronological and paginated at 20 entries per page, a group of sam... | In a time-ordered paginated feed, transactions sharing the same timestamp (a single event) can be partitioned across a page boundary, so finding some group members on one page requires fetching the next page before concluding the set is complete and summing amounts. | {
"feed_evidence": "Page 0 – final entry at this timestamp:\n ID 8216 | $25.00 | \"Food at Enchanted Eats\" | created_at 2023-05-17T17:53:07 | Stephen Mccoy to Jamie Solomon\n\nPage 1 – first three entries:\n ID 8217 | $40.00 | \"Lunch at Enchanted Eats\" | created_at 2023-05-17T17:53:07 | Kristin White to Jamie So... | FuzzyMatch | [] | 0ef4d9dce4659a83dac445db | 383cbac_2:rollout:2:trajectory:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Paginated Feed Data (page 0 tail and page 1 head):\n{feed_evidence}\n\nAPI Pagination Specification:\n{pagination_spec}\n\nQuestion:\n{question}",
"source_selection": {
"feed_evidence": "Page 0 – final entry at this timestamp:\n ID 8216 | $25.00 | \... |
This task involves the Spotify app in the AppWorld environment for playlist management.
Interaction history through the verification call:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I hav... | Yes, the seven song IDs match exactly with no missing or extra entries | The 2023 R&B search results visible in the interaction history list seven songs with IDs 83, 87, 90, 184, 228, 297, and 302. The show_playlist result for playlist 654 lists exactly these seven songs in the same IDs (83, 87, 90, 184, 228, 297, 302), with no additional or missing entries. The seven sequential add_song_to... | In the Spotify API, each spotify__add_song_to_playlist call appends one song to the playlist's collection, accumulating across sequential calls; after all additions are complete, the agent should call spotify__show_playlist to confirm the full song list before terminating the task. | {
"evidence": "raw:history_24",
"result": "raw:state_25",
"question": "Do the song IDs in the show_playlist result for playlist 654 exactly match the song IDs returned by the 2023 R&B genre search with no missing or extra entries?\nAnswer in at most 15 words."
} | FuzzyMatch | [] | 0f4541ef9d84c047a025c0af | e3d6c94_3:rollout:3:step:2:concept_category:declarative | {
"item_index": 0,
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"input_template": "This task involves the Spotify app in the AppWorld environment for playlist management.\n\nInteraction history through the verification call:\n{evidence}\n\nPlaylist verification output:\n{result}\n\nQuestion:\n{question}",
"source_selection": {
"evi... |
You are working within the Spotify app in AppWorld, using its REST APIs to manage a user's music library.
API Descriptions:
show_liked_songs: "Get a list of songs you have liked."
show_liked_albums: "Get a list of albums you have liked."
Liked Albums Response:
[
{
"album_id": 5,
"title": "Velvet Shadows",
"gen... | show_liked_songs returns individually liked songs, a distinct set from songs embedded in album records | The API description for show_liked_songs defines it as returning 'a list of songs you have liked,' i.e., songs the user personally marked as liked. The API description for show_liked_albums defines it as returning 'a list of albums you have liked.' The liked albums response confirms each album record contains a song_id... | In Spotify, the songs obtainable from `show_liked_albums` via each album's embedded `song_ids` array form a distinct set from individually liked songs in `show_liked_songs`; an agent targeting 'all songs from liked albums' must extract those embedded song_ids and issue per-song `download_song` calls rather than queryin... | {
"api_descriptions": "show_liked_songs: \"Get a list of songs you have liked.\"\nshow_liked_albums: \"Get a list of albums you have liked.\"",
"liked_albums_response": "raw:state_4",
"question": "What structural distinction between the show_liked_songs and show_liked_albums endpoints explains why the agent must ... | FuzzyMatch | [] | 100ee1c7f8c2a23e663cd146 | 3ab5b8b_3:rollout:1:trajectory:concept_category:declarative | {
"item_index": 0,
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"input_template": "You are working within the Spotify app in AppWorld, using its REST APIs to manage a user's music library.\n\nAPI Descriptions:\n{api_descriptions}\n\nLiked Albums Response:\n{liked_albums_response}\n\nQuestion:\n{question}",
"source_selection": {
"ap... |
In the Spotify music player, the song queue has been retrieved. The user wants to like all songs played so far in the queue, including the current one.
Song Queue:
[
{
"song_id": 55,
"title": "Tangled Lies",
"album_id": 11,
"album_title": "Synaptic Serenity",
"duration": 186,
"artists": [
{
"id": 5... | 55, 30, 242, 179, 111, 322 | The queue contains 10 songs at positions 0 through 9. The entry with is_current=true is song_id 322 ('Lost in the Labyrinth of Love') at position 5. Songs 'played so far including the current one' are those with position less than or equal to 5. These are: position 0 → song_id 55, position 1 → song_id 30, position 2 → ... | In the Spotify music player queue, the set of songs 'played so far including the current one' consists of all entries whose position is less than or equal to the position of the entry marked is_current=true; entries at greater positions have not yet played and must be excluded from the like action. | {
"evidence": "raw:state_4",
"question": "Based on the queue structure, which song_ids represent the songs played so far including the current one, listed in ascending position order?\nAnswer in at most 15 words."
} | FuzzyMatch | [] | 1029c48453f01494fbb0e2ff | ccb4494_1:rollout:1:step:0:concept_category:declarative | {
"item_index": 0,
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"input_template": "In the Spotify music player, the song queue has been retrieved. The user wants to like all songs played so far in the queue, including the current one.\n\nSong Queue:\n{evidence}\n\nQuestion:\n{question}",
"source_selection": {
"evidence": "raw:state... |
You are working with the Venmo app inside an AppWorld environment for user Patricia Ritter (pa_ritter@gmail.com).
Venmo API Descriptions (relevant subset):
show_transaction — "Show transaction details."
show_transactions — "Search or show a list of your transactions."
create_transaction — "Send money to a user."
Firs... | show_transactions returns only incoming transactions; use show_transaction with the specific transaction_id to verify | Both show_transactions lists contain exactly five transactions, every one of which lists Patricia Ritter as the receiver and Chris Mccoy (or another user) as the sender. The create_transaction call returned transaction_id 8217 for an outgoing payment from Patricia to Brandon. The second show_transactions list after the... | In Venmo's API, `venmo__show_transactions` returns only transactions where the user is the receiver and will not display outgoing transactions created via `create_transaction`. To verify a sent transaction, call `venmo__show_transaction` with the specific `transaction_id` returned by the create call rather than re-quer... | {
"api_docs": "show_transaction — \"Show transaction details.\"\nshow_transactions — \"Search or show a list of your transactions.\"\ncreate_transaction — \"Send money to a user.\"",
"first_list": "raw:state_6",
"create_response": "raw:state_8",
"second_list": "raw:state_9",
"question": "Why is transaction_id... | FuzzyMatch | [] | 106a22d91253f335648f149a | 60d0b5b_3:rollout:3:trajectory:concept_category:declarative | {
"item_index": 0,
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"input_template": "You are working with the Venmo app inside an AppWorld environment for user Patricia Ritter (pa_ritter@gmail.com).\n\nVenmo API Descriptions (relevant subset):\n{api_docs}\n\nFirst venmo__show_transactions response (queried before any new transaction was cr... |
INTERACTION HISTORY (steps 0–11):
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spotify?
Action 0
[Reasoning / assistant content]
I need to inspect the Spotify APIs before retrievin... | Correct approach; the right tool is show_inbox_threads for searching received email threads | The error in the interaction history states 'unknown AppWorld tool gmail__search_mailbox,' confirming the tool name does not exist in the service. The appropriate recovery for an unrecognized-tool error is to enumerate the actual API surface rather than retry with another guessed name, which is exactly what the agent d... | When an API call returns an error indicating the tool or endpoint name is unrecognized, consult the service's available API listing to identify the correct tool name and parameters rather than retrying with guessed alternative names. This enumerates the actual API surface and prevents repeated failures from plausible b... | {
"history": "raw:history_11",
"api_listing": "raw:state_12",
"question": "Given the 'unknown AppWorld tool' error returned for the call to gmail__search_mailbox, is the agent's decision to consult the Gmail API listing the appropriate recovery strategy rather than guessing another tool name, and which specific l... | FuzzyMatch | [] | 107faabf000a7fce5be39e62 | 2a163ab_1:rollout:3:step:1:concept_category:procedural | {
"item_index": 0,
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"input_template": "INTERACTION HISTORY (steps 0–11):\n{history}\n\nGMAIL API LISTING (returned when the agent requested available Gmail APIs):\n{api_listing}\n\nQuestion:\n{question}",
"source_selection": {
"history": "raw:history_11",
"api_listing": "raw:state_12"... |
You are working in the AppWorld environment, using the Venmo app to manage outgoing payment requests.
Observed successful invocations of venmo__remind_payment_request:
First call:
{"id": "chatcmpl-tool-96cdf4aa2ea0fd26", "name": "appworld_execute_api", "arguments": "{\"name\": \"venmo__remind_payment_request\", \"arg... | No, payment_request_id accepts a single integer per call, not an array. | In the first successful call, payment_request_id is passed as the integer 4575. In the second successful call, the same access_token is reused and payment_request_id is the integer 4512. Both calls return {"message": "Payment request reminder sent."}, confirming each invocation handles exactly one payment_request_id. T... | The venmo__remind_payment_request function is executable with one payment_request_id per invocation and a valid access_token, and the same token remains valid across successive calls for different request IDs; the agent should issue one call per payment request and reuse the session token rather than assuming a batch p... | {
"call_one": "raw:action_24",
"result_one": "raw:state_25",
"call_two": "raw:action_25",
"result_two": "raw:state_26",
"proposed_plan": "Instead of issuing multiple calls, call venmo__remind_payment_request once with arguments {\"access_token\": \"<current_session_token>\", \"payment_request_id\": [4575, 451... | FuzzyMatch | [] | 10e038ecca9a86020b6fca2c | 4fab96f_2:rollout:2:step:2:concept_category:declarative | {
"item_index": 0,
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"input_template": "You are working in the AppWorld environment, using the Venmo app to manage outgoing payment requests.\n\nObserved successful invocations of venmo__remind_payment_request:\n\nFirst call:\n{call_one}\n\nFirst response:\n{result_one}\n\nSecond call:\n{call_tw... |
You are using the Phone and Venmo apps in AppWorld to verify which participants in your social feed transactions are coworkers.
Interaction History:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlist... | No; the partial surname match means no entry exists, making a shorter-query retry pointless. | The history shows the agent searched the contact book with the full name 'Jack Maldonado'. The result page returned Denise Maldonado (same surname 'Maldonado', different first name 'Denise') plus unrelated contacts such as Claudia Miller, Michael Burch, Kevin Blackburn, and Brandon Weber. No contact with first name Jac... | When phone__search_contacts returns results containing only partial name matches (e.g., same surname but different first name) rather than the exact queried person, the target is absent from the contact book; do not retry with reduced query terms such as first-name-only, as additional query variations will not produce ... | {
"history": "raw:history_16",
"search_result": "raw:state_17",
"question": "Looking at the search results returned for the full name 'Jack Maldonado', is searching the contact book again with just 'Jack' a productive next step? Explain your reasoning.\nAnswer in at most 15 words."
} | FuzzyMatch | [] | 11c1b9c931d9721ff972db10 | 2a163ab_3:rollout:0:step:2:concept_category:procedural | {
"item_index": 0,
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"input_template": "You are using the Phone and Venmo apps in AppWorld to verify which participants in your social feed transactions are coworkers.\n\nInteraction History:\n{history}\n\nContact Search Result for query 'Jack Maldonado':\n{search_result}\n\nQuestion:\n{question... |
Interaction History:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spotify?
Action 0
[Reasoning / assistant content]
I need to inspect the Spotify APIs before retrieving and countin... | Avoid it; a 7-item page under page_limit 20 is the final page. | The show_transactions API documentation (visible during the API inspection in the interaction history) defines page_limit as 'The maximum number of results to return per page.' Pages 0 through 3 each returned exactly 20 transactions, filling the page. The current page (page_index=4) returned only 7 transactions (IDs 73... | When a paginated API endpoint returns fewer items than the requested page_limit, the agent should treat that response as the final page and stop requesting additional pages rather than issuing another pagination call, because the 'maximum' semantics of page_limit guarantee no further results exist beyond a short page. | {
"history": "raw:history_15",
"current_result": "raw:state_16",
"question": "The agent's prior reasoning planned to keep paginating until an empty page. Evaluate the proposed next action of calling venmo__show_transactions with page_index=5, the same date range, and page_limit=20. Should this action be taken, an... | FuzzyMatch | [] | 131955fa8e7c00e15af8cac8 | df61dc5_3:rollout:0:step:2:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Interaction History:\n{history}\n\nCurrent Page Result (show_transactions, page_index=4, page_limit=20, min_created_at=2023-01-01, max_created_at=2023-12-31):\n{current_result}\n\nQuestion:\n{question}",
"source_selection": {
"history": "raw:history_... |
You are working in the AppWorld environment, using the Simple Note app. You are in the process of exporting all notes to a backup directory and must retrieve each note's full content.
Search results from simple_note__search_notes (page 0, page_limit 20):
[
{
"note_id": 1066,
"title": "Habit Tracking Log for 2023-... | No; note_id is 1073, computed as anchor 1066 plus 7 days | The search results display 18 habit-tracker notes in reverse chronological order: 2023-05-17→1066, 2023-05-16→1067, 2023-05-15→1068, …, 2023-04-30→1083. Each day earlier in the date corresponds to a note_id exactly one higher. The target date 2023-05-10 is 7 days before the anchor date 2023-05-17 (17 − 10 = 7). Applyin... | In the simple_note habit-tracker note series, consecutive dates map to consecutive note_ids in reverse chronological order; to retrieve the note for a target date, compute its ID by adding the day difference from a known anchor note_id and fetch directly, rather than performing a search or sequential scan. | {
"evidence": "raw:state_4",
"question": "You need the content of the habit-tracker note for 2023-05-10. A colleague proposes sequentially calling simple_note__show_note starting at note_id 1066, incrementing the ID by one on each call, until the target date is reached. Should you follow this approach? If not, iden... | FuzzyMatch | [] | 139975a2feceecc1348c1349 | 6c2c621_1:rollout:2:step:1:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in the AppWorld environment, using the Simple Note app. You are in the process of exporting all notes to a backup directory and must retrieve each note's full content.\n\nSearch results from simple_note__search_notes (page 0, page_limit 20)... |
INTERACTION HISTORY:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spotify?
Action 0
[Reasoning / assistant content]
I need to inspect the Spotify APIs before retrieving and countin... | No, card 193 expired in August 2022 | The Venmo payment card list shows Wells Fargo (payment_card_id 193) with expiry_year 2022 and expiry_month 8. The current date is May 17, 2023. August 2022 is before May 2023, so the card has expired. The system rejects expired cards with a 422 error stating 'The payment card has expired.' The agent should instead sele... | When selecting a payment card to fund an account balance, examine each card's expiry year and month and choose one whose expiry date has not yet passed, rather than defaulting to the first card in the list, to avoid a rejected funding request and the resulting unnecessary retry. | {
"history": "raw:history_17",
"cards": "raw:state_18",
"question": "The agent plans to call venmo__add_to_venmo_balance with amount 68 and payment_card_id 193 (Wells Fargo). Given the current date is May 17, 2023, should this call proceed, and which specific expiry fact on that card prevents it?\nAnswer in at mo... | FuzzyMatch | [] | 1688f7bdb4e44ebce5d5897f | 37a8675_3:rollout:3:step:2:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "INTERACTION HISTORY:\n{history}\n\nVENMO PAYMENT CARDS ON ACCOUNT:\n{cards}\n\nQuestion:\n{question}",
"source_selection": {
"history": "raw:history_17",
"cards": "raw:state_18",
"question": "The agent plans to call venmo__add_to_venmo_balanc... |
Working in the AppWorld environment using the Phone app, you are examining how to identify contacts by a specific relationship type.
API Description:
phone__show_contact_relationships: Get a list of all relationships available in your contact book.
Output of phone__show_contact_relationships:
["brother", "coworker", ... | It returns only type strings, not contacts; examine each record's relationships array. | The show_contact_relationships output is a flat list of relationship type strings: ['brother', 'coworker', 'father', 'friend', 'manager', 'mother', 'parent', 'roommate', 'sibling']. It contains no contact names, IDs, phone numbers, or any other contact-level data, so it cannot identify which specific contacts are roomm... | In the phone contacts system, phone__show_contact_relationships returns only the enumerated set of relationship type strings, not contact records; to identify which contacts share a specific relationship, an agent must filter the contact list by examining each record's relationships array field rather than expecting th... | {
"api_desc": "phone__show_contact_relationships: Get a list of all relationships available in your contact book.",
"rel_output": "raw:state_11",
"contact_results": "raw:state_7",
"question": "Why can the show_contact_relationships output not be used directly to produce the list of roommate contacts, and which ... | FuzzyMatch | [] | 1793ec9ed91672f9877a7418 | 0d8a4ee_2:rollout:3:step:2:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Working in the AppWorld environment using the Phone app, you are examining how to identify contacts by a specific relationship type.\n\nAPI Description:\n{api_desc}\n\nOutput of phone__show_contact_relationships:\n{rel_output}\n\nContact search results for... |
You are working in an AppWorld environment using the Spotify app APIs.
Stored Account Passwords:
[
{
"account_name": "amazon",
"password": "_@+7@Ei"
},
{
"account_name": "file_system",
"password": "M*}9H25"
},
{
"account_name": "gmail",
"password": "FgP]brO"
},
{
"account_name": "phone",
"passwo... | No; the 401 reflects the wrong username for that password, not an invalid password. | The 401 'Invalid credentials' response from the Spotify login API does not specify whether the username or the password field is incorrect. In the first attempt, username joyce-weav@gmail.com was paired with password %oxCE]q, producing a 401 error. In the second attempt, username as_moore@gmail.com was paired with the ... | In Spotify's login API, a 401 'Invalid credentials' response does not identify whether the username or password is incorrect; when an agent holds multiple candidate usernames and a single known password, it should exhaust the remaining username combinations before concluding the password is wrong, because the same pass... | {
"credentials": "raw:state_1",
"login_call_1": "raw:action_4",
"login_result_1": "raw:state_5",
"user_search_results": "raw:state_10",
"login_call_2": "raw:action_19",
"login_result_2": "raw:state_20",
"question": "The Spotify login API returned 401 'Invalid credentials' for username joyce-weav@gmail.com... | FuzzyMatch | [] | 194b34bb45d1acccabd6277e | 692c77d_1:rollout:0:step:2:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in an AppWorld environment using the Spotify app APIs.\n\nStored Account Passwords:\n{credentials}\n\nLogin Attempt with joyce-weav@gmail.com:\n{login_call_1}\nResponse:\n{login_result_1}\n\nSpotify User Search Results (query: \"joyce-weav\... |
You are working with the Spotify song database, reviewing song records retrieved while scanning a user's playlist library.
Song Records Retrieved:
Song 60: 'The Haunting Echo of Goodbye' | Genre: rock | Rating: 5.0 | Review count: 1 | Like count: 15
Song 121: 'Astral Serenity' | Genre: pop | Rating: 0.0 | Review count... | No; songs with rating 0.0 and review_count 0 are unrated, not lowest-rated. | Among the 11 checked songs, seven (121, 134, 163, 1, 10, 92, 127) show a rating of 0.0. However, each of these also has a review_count of 0, meaning no user has submitted a review for them. In the Spotify song database, a rating of 0.0 paired with review_count of 0 indicates the song is unrated rather than having recei... | In the spotify song database, a rating of 0.0 paired with review_count of 0 indicates the song has received no user reviews; before ranking or filtering songs by rating, the agent must check review_count and treat such songs as unrated rather than as valid zero-score entries to avoid misclassifying them as the lowest-r... | {
"evidence": "Song 60: 'The Haunting Echo of Goodbye' | Genre: rock | Rating: 5.0 | Review count: 1 | Like count: 15\nSong 121: 'Astral Serenity' | Genre: pop | Rating: 0.0 | Review count: 0 | Like count: 4\nSong 134: 'Lost in a Sea of Echoes' | Genre: rock | Rating: 0.0 | Review count: 0 | Like count: 7\nSong 163: ... | FuzzyMatch | [] | 196771afa919cd35966c6ea4 | b7a9ee9_3:rollout:3:step:1:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working with the Spotify song database, reviewing song records retrieved while scanning a user's playlist library.\n\nSong Records Retrieved:\n{evidence}\n\nQuestion:\n{question}",
"source_selection": {
"evidence": "Song 60: 'The Haunting Ech... |
Working in the AppWorld environment with the Spotify app, the task is to download every liked song from the user's Spotify library.
Interaction History:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many play... | Call spotify__download_song with song_id 59 | The liked songs were retrieved across two pages. Page 0 (state_6, partially truncated in display) contained 20 songs; page 1 (state_7) contained 17 songs beginning with song_id 59. The download sequence in the history processed page-0 songs in order: 8, 9, 15 (already-downloaded 422), 17, 18, 19, 21 (already-downloaded... | When using spotify__download_song to retrieve multiple songs, each invocation accepts exactly one song_id and returns 'Song downloaded.' as its completion confirmation; the agent should issue one separate call per remaining identified song_id, using each success message as the observable trigger to proceed to the next ... | {
"history": "raw:history_27",
"current_state": "raw:state_28",
"goal": "raw:goal",
"question": "Given the completed download sequence shown in the history and the current observation, what exact spotify__download_song call—including the specific song_id—should the agent issue next to continue processing the re... | FuzzyMatch | [] | 1983221354d21d19cfe5c8b2 | 3ab5b8b_2:rollout:2:step:2:concept_category:procedural | {
"item_index": 0,
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"input_template": "Working in the AppWorld environment with the Spotify app, the task is to download every liked song from the user's Spotify library.\n\nInteraction History:\n{history}\n\nCurrent Observation (result of most recent download call):\n{current_state}\n\nTask Go... |
You are working in AppWorld, using the Spotify app to follow artists on a user's behalf.
Interaction History (steps 0 through 15):
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spo... | Proceed to the next artist because the 422 confirms the desired follow state already exists | The goal is to follow all artists who have sung at least one liked song. The agent successfully followed artists 1 through 5, each returning 'Artist followed.' When the agent called follow_artist with artist_id 6, the API returned a 422 with the message 'You are already following this artist.' This message explicitly c... | In Spotify's follow_artist API, a 422 response containing the message 'You are already following this artist' confirms the desired follow state already exists; the agent should treat this as subgoal completion and proceed to the next target artist rather than retrying the call or flagging the task as failed. | {
"history": "raw:history_15",
"error_response": "raw:state_16",
"question": "Given the 422 response when the agent called follow_artist for artist_id 6, should the agent retry the call, mark the overall task as failed, or proceed to follow the next remaining artist? State the correct action and its justification... | FuzzyMatch | [] | 198d488a1b5b5742fffea261 | aa8502b_3:rollout:3:trajectory:concept_category:procedural | {
"item_index": 0,
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"input_template": "You are working in AppWorld, using the Spotify app to follow artists on a user's behalf.\n\nInteraction History (steps 0 through 15):\n{history}\n\nAPI Response to follow_artist call for artist_id 6:\n{error_response}\n\nQuestion:\n{question}",
"source_s... |
This is an AppWorld environment using the Spotify app.
Interaction history through the parallel song queries:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spotify?
Action 0
[Reaso... | Songs 10 and 86 confirmed; 24, 39, and 52 unconfirmed | From the interaction history, action at step 7 issued an individual show_song call for song 10, and the corresponding state observation (step 8) confirms its genre as R&B. The action at step 8 then issued five parallel show_song calls for song IDs 10, 24, 39, 52, and 86. The separate state observation that followed sho... | In the appworld Spotify environment, when multiple spotify__show_song calls are issued in parallel within a single action, the subsequent state observation contains only the last queried song's details, so the agent must query target songs individually to verify attributes it needs for filtering or selection decisions. | {
"history": "raw:history_8",
"result": "raw:state_9",
"question": "The parallel show_song action queried song IDs 10, 24, 39, 52, and 86, and the resulting state observation displays only song 86's details. Given that song 10 was previously confirmed as R&B through a separate individual query visible in the hist... | FuzzyMatch | [] | 1a09845a8fbaf2139db6e695 | b7a9ee9_2:rollout:3:step:2:concept_category:declarative | {
"item_index": 0,
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"input_template": "This is an AppWorld environment using the Spotify app.\n\nInteraction history through the parallel song queries:\n{history}\n\nObserved state returned after the parallel show_song calls:\n{result}\n\nQuestion:\n{question}",
"source_selection": {
"his... |
Artist ID references extracted from two Spotify source collections for user Aaron Burton:
From liked songs (14 songs, page 1 of 1):
Song 59: artist IDs [9]
Song 307: artist IDs [33]
Song 44: artist IDs [8]
Song 222: artist IDs [22]
Song 123: artist IDs [8]
Song 282: artist IDs [30]
Song 264: artist IDs [... | 7 redundant calls | Count all artist references: songs contribute 16 references (12 single-artist songs + song 75 with 2 + song 26 with 2 = 14 + 2 = 16) and albums contribute 10 references (album 14: 2, album 6: 3, album 4: 1, album 17: 2, album 7: 1, album 10: 1 = 10). Total references = 26. The set of distinct artist IDs across both col... | When the same entity identified by a unique ID is referenced in multiple source collections, deduplicate by that ID before issuing bulk state-changing calls so that each entity is processed exactly once, avoiding redundant operations on already-handled records. | {
"evidence": "From liked songs (14 songs, page 1 of 1):\n Song 59: artist IDs [9]\n Song 307: artist IDs [33]\n Song 44: artist IDs [8]\n Song 222: artist IDs [22]\n Song 123: artist IDs [8]\n Song 282: artist IDs [30]\n Song 264: artist IDs [27]\n Song 102: artist IDs [4]\n Song 191: artist IDs [18]\n Son... | FuzzyMatch | [] | 1a6bc098811ef6e6868ea7d7 | d4e9306_1:rollout:3:trajectory:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Artist ID references extracted from two Spotify source collections for user Aaron Burton:\n\n{evidence}\n\nQuestion:\n{question}",
"source_selection": {
"evidence": "From liked songs (14 songs, page 1 of 1):\n Song 59: artist IDs [9]\n Song 307: ar... |
API Documentation for the paginated source:
{
"app_name": "spotify",
"api_name": "show_liked_songs",
"path": "/spotify/liked_songs",
"method": "GET",
"description": "Get a list of songs you have liked.",
"parameters": [
{
"name": "access_token",
"type": "string",
"required": true,
"description": "Ac... | Retrieve page 2 and continue until an empty or final page confirms exhaustion | The show_liked_songs API doc specifies page_limit between 1 and 20 and an optional page_index starting at 0. Both retrieved pages (page 0 and page 1) returned exactly 20 entries, equal to the maximum page_limit. A full page does not confirm the collection is exhausted; it only indicates at least 20 items exist on that ... | When a task requires performing actions on entities derived from a paginated collection, defer all derived-entity actions until every page of the source has been retrieved and an empty or final page confirms exhaustion, so the derived set is guaranteed complete and no required target is omitted. | {
"api_doc": "raw:state_5",
"page_0": "raw:state_6",
"page_1": "raw:state_7",
"question": "Given that both page 0 and page 1 of the liked songs each returned 20 entries, which is the maximum allowed page_limit, what additional retrieval step must be completed before it is safe to begin following the artists der... | FuzzyMatch | [] | 1c8b4bc60c9a43781b0e1e3f | aa8502b_3:rollout:3:step:0:concept_category:procedural | {
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"input_template": "API Documentation for the paginated source:\n{api_doc}\n\nRetrieved page 0 (page_index=0, page_limit=20):\n{page_0}\n\nRetrieved page 1 (page_index=1, page_limit=20):\n{page_1}\n\nQuestion:\n{question}",
"source_selection": {
"api_doc": "raw:state_5"... |
This task involves the AppWorld Phone app and Venmo app. Below are the observed records from a session where the user needed to verify a person's contact-book status.
Venmo social feed (friend transactions visible to the user):
[
{
"transaction_id": 8219,
"amount": 21.0,
"description": "Epic fail fines",
"cre... | No; no returned contact is named Nancy Ritter, so her presence remains unconfirmed. | The search_contacts result set is non-empty, returning five contacts: Debra Ritter (coworker), Claudia Miller (coworker), Michael Burch (coworker), Kevin Blackburn (coworker), and Brandon Weber (manager/coworker). The queried name was 'Nancy Ritter.' Examining each returned contact's first and last name, none matches '... | In AppWorld's phone__search_contacts API, a non-empty result set does not confirm the queried person exists in the contact list; the agent must verify that at least one returned contact's name actually matches the query before proceeding with that contact as the target. | {
"social_feed": "raw:state_4",
"search_request": "phone__search_contacts with arguments: { access_token: <valid_phone_token>, query: \"Nancy Ritter\" }",
"search_results": "raw:state_18",
"question": "The phone__search_contacts call was made with query 'Nancy Ritter' and returned the non-empty result set shown... | FuzzyMatch | [] | 1d001fb0749e3fd432af6959 | 2a163ab_3:rollout:0:step:2:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "This task involves the AppWorld Phone app and Venmo app. Below are the observed records from a session where the user needed to verify a person's contact-book status.\n\nVenmo social feed (friend transactions visible to the user):\n{social_feed}\n\nContact... |
Working within the AppWorld environment using the Spotify application.
Song library listing (show_song_library, page 0, page_limit 20):
[
{
"song_id": 297,
"title": "Vivid Scars",
"album_id": null,
"album_title": null,
"duration": 277,
"artists": [
{
"id": 32,
"name": "Lucas Grey"
}
],
"... | Thirteen songs, since they have a null album_id | The listing contains 18 songs. Five have a non-null album_id: song 57 (album 11), song 6 (album 1), song 66 (album 13), song 67 (album 14), and song 60 (album 12). The remaining 13 songs (IDs 297, 301, 103, 137, 257, 282, 123, 109, 154, 107, 140, 213, 156) all show album_id set to null, meaning they are not part of any... | In the spotify system, a song's album_id field can be null, indicating the track is not part of any album. An agent searching for a target song should not rely exclusively on album-based navigation, because songs with null album_id are unreachable through that path and must be found via direct song lookup or search. | {
"evidence": "raw:state_6",
"question": "How many songs in this library listing would an agent miss if it searched for tracks only by iterating through liked albums and viewing each album's track list?\nAnswer in at most 15 words."
} | FuzzyMatch | [] | 1e5f7cb54d7c287745758713 | 27e1026_2:rollout:2:step:1:concept_category:declarative | {
"item_index": 0,
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"input_template": "Working within the AppWorld environment using the Spotify application.\n\nSong library listing (show_song_library, page 0, page_limit 20):\n{evidence}\n\nQuestion:\n{question}",
"source_selection": {
"evidence": "raw:state_6",
"question": "How ma... |
Retrieval Log — sequential note_id enumeration, target tag: "quotes". Strategy: continue incrementing while each retrieved note carries the target tag; treat the first retrieved note that lacks the target tag as the collection boundary.
note_id 1062 | title: Inspirational Quotes Collection | tags: [quotes]
note_id 106... | No, stop. Note 1065 is the first non-matching record and marks the collection boundary. | The stated strategy instructs to continue incrementing while results match the target tag and to treat the first non-matching result as the collection boundary. In the retrieval log, notes 1062, 1063, and 1064 all carry the 'quotes' tag, so the sequence continues. Note 1065 has tag 'life', which does not match 'quotes'... | When enumerating a collection of related records by incrementing through sequential identifiers, validate each retrieved record against the expected type or tag before including it; continue incrementing while results match and treat the first non-matching result as the collection boundary to avoid over-retrieval. | {
"evidence": "note_id 1062 | title: Inspirational Quotes Collection | tags: [quotes]\nnote_id 1063 | title: Funny Quotes Collection | tags: [quotes]\nnote_id 1064 | title: Movie Quotes Collection | tags: [quotes]\nnote_id 1065 | title: My Bucket List ([x] = done, [ ] = not done)) | tags: [life]",
"question": "A co... | FuzzyMatch | [] | 1eeb5cb8ab154baf9d78568b | 6c2c621_1:rollout:1:step:1:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Retrieval Log — sequential note_id enumeration, target tag: \"quotes\". Strategy: continue incrementing while each retrieved note carries the target tag; treat the first retrieved note that lacks the target tag as the collection boundary.\n\n{evidence}\n\n... |
You are working with the Spotify app in an AppWorld environment, troubleshooting a series of API calls during a library cleanup.
Successful song library read call (with token):
{"id": "chatcmpl-tool-9ea2d4f5a92d8c7a", "name": "appworld_execute_api", "arguments": "{\"name\": \"spotify__show_song_library\", \"arguments\... | The access_token parameter was omitted from the remove_song_from_library arguments | The successful show_song_library call includes access_token in its arguments object alongside page_limit and page_index. In contrast, both remove_song_from_library calls (first and second) pass only {"song_id": 105} with no access_token field. The 401 error message states the token is 'missing, invalid or expired.' A f... | In the Spotify API, the remove_song_from_library endpoint requires a valid access_token passed as a request argument; omitting it produces a 401 authorization error that persists across re-login attempts because the freshly obtained token is not transmitted to the mutating endpoint. | {
"successful_call": "raw:action_8",
"first_remove_call": "raw:action_17",
"first_error": "raw:state_18",
"new_token": "raw:state_19",
"second_remove_call": "raw:action_19",
"second_error": "raw:state_20",
"question": "Comparing the successful read call with the two failed remove_song_from_library attempt... | FuzzyMatch | [] | 1f1637cc5aa64b1ff810bd01 | 229360a_3:rollout:1:step:1:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working with the Spotify app in an AppWorld environment, troubleshooting a series of API calls during a library cleanup.\n\nSuccessful song library read call (with token):\n{successful_call}\n\nFirst remove_song_from_library attempt:\n{first_remove... |
You are working in the AppWorld environment, using the Spotify app API to query a user's song library.
Song library listing (show_song_library, page_index 0, page_limit 20):
[
{
"song_id": 135,
"title": "In the Silence of Your Absence",
"album_id": null,
"album_title": null,
"duration": 208,
"artists": [
... | 18 | The library listing (page 0, limit 20) returns 19 song records, and the second page (page_index 1) returns an empty array, confirming the library contains exactly 19 songs. Every record in the listing contains the fields song_id, title, album_id, album_title, duration, artists, and added_at, but none contains a play_co... | In the Spotify app, the show_song_library endpoint returns only song_id, title, album, duration, artists, and added_at, omitting play_count; to compare play counts across library songs, an agent must call show_song individually for each song_id to retrieve the play_count field. | {
"library_listing": "raw:state_7",
"library_page_two": "raw:state_8",
"song_detail_135": "raw:state_9",
"question": "The goal is to identify the title of the least-played song in this user's Spotify song library. Based on the fields present in the library listing responses versus the individual song detail res... | FuzzyMatch | [] | 1f798953e6a18703475bcfd0 | 82e2fac_2:rollout:1:trajectory:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in the AppWorld environment, using the Spotify app API to query a user's song library.\n\nSong library listing (show_song_library, page_index 0, page_limit 20):\n{library_listing}\n\nSong library listing (show_song_library, page_index 1, pa... |
You are working in AppWorld, using the Spotify app and Supervisor tools to play the most-listened-to song from the Velvet Underground album.
Interaction history through the second login failure and preceding context:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-we... | jer.calhoun@gmail.com and a42EQ0j; second attempt used a non-supervisor email | From the stored account passwords (state_15), the spotify password is a42EQ0j. From the supervisor profile (state_17), the supervisor's email is jer.calhoun@gmail.com. The first login (action_13) used a placeholder email joyce-weav@gmail.com and placeholder password dummy_spotify_pass, producing 401. The second login (... | In AppWorld, when a login call returns 401 Invalid credentials, recover by retrieving the supervisor's email from their profile and the app-specific password from the supervisor's stored account passwords; using a non-supervisor email or a placeholder password will continue to produce 401 failures even if one credentia... | {
"history_16": "raw:history_16",
"supervisor_profile": "raw:state_17",
"question": "Given the two failed spotify__login attempts showing 401 Invalid credentials and the supervisor records displayed, what exact username and password should the next login use, and which credential component was incorrect in the se... | FuzzyMatch | [] | 2027e4135580b480d2e78c57 | c901732_3:rollout:3:trajectory:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in AppWorld, using the Spotify app and Supervisor tools to play the most-listened-to song from the Velvet Underground album.\n\nInteraction history through the second login failure and preceding context:\n{history_16}\n\nSupervisor profile ... |
Service API Reference:
Two APIs are available in the ReviewManager service:
1. get_product_reviews (GET /reviews/product/{product_id})
Required parameters: product_id (integer), access_token (string)
Returns: an array of review objects; each object contains review_id (integer), author (string), text (string)
... | get_product_reviews must precede rate_review because it is the only source of review_id | rate_review requires review_id (integer) as a mandatory parameter. The evidence states that get_product_reviews is the only API in the service that returns review_id values. Therefore, no review_id can be supplied to rate_review unless get_product_reviews has already been called to retrieve them. This creates a strict ... | When the goal requires applying an action to each item in a collection, first query the collection endpoint to obtain item identifiers, then invoke the per-item action for each identifier; the per-item action depends on identifiers that only the collection query provides, so the query must precede every item-level call... | {
"evidence": "Two APIs are available in the ReviewManager service:\n\n1. get_product_reviews (GET /reviews/product/{product_id})\n Required parameters: product_id (integer), access_token (string)\n Returns: an array of review objects; each object contains review_id (integer), author (string), text (string)\n N... | FuzzyMatch | [] | 211aab8ddc7cd558323acd1a | ccb4494_2:rollout:0:step:1:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Service API Reference:\n{evidence}\n\nTask: Rate all reviews on product ID 442 with a 5-star rating. An access_token for this service is already available.\n\nQuestion:\n{question}",
"source_selection": {
"evidence": "Two APIs are available in the Re... |
TASK CONTEXT:
You are assisting Joyce Weaver with a Spotify task. You have logged in successfully and retrieved her complete playlist library (page 0 returned 8 playlists; page 1 returned an empty list, confirming full coverage). The goal is to identify the title of the most-liked song across all her playlists.
PLAYLI... | No, the listing provides song IDs without per-song like_count, so individual detail calls are required. | The playlist library response lists each playlist's songs as bare integer identifiers (e.g., playlist 344 has song_ids [70, 78, 124, 188, 229, 231, 308, 314]) with no per-song attributes. The like_count field on each playlist (e.g., 1 for playlist 344) measures likes on the playlist itself, not on individual songs. Son... | When a collection-listing response provides child item identifiers but omits the specific per-item attribute needed to determine a superlative, the agent must issue individual detail requests for each child item to retrieve that attribute before the comparison can be completed. | {
"task_brief": "You are assisting Joyce Weaver with a Spotify task. You have logged in successfully and retrieved her complete playlist library (page 0 returned 8 playlists; page 1 returned an empty list, confirming full coverage). The goal is to identify the title of the most-liked song across all her playlists.",
... | FuzzyMatch | [] | 2156b03ac78a08fe25183a33 | 82e2fac_1:rollout:0:trajectory:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "TASK CONTEXT:\n{task_brief}\n\nPLAYLIST LIBRARY RESPONSE (page 0):\n{playlists}\n\nPAGINATION CHECK (page 1):\n{page_check}\n\nQuestion:\n{question}",
"source_selection": {
"task_brief": "You are assisting Joyce Weaver with a Spotify task. You have l... |
You are working in the AppWorld environment using the Venmo app. The agent's task involves sending reminders for payment requests and requires referencing specific users in subsequent Venmo API calls.
Retrieved Notification Data:
[
{
"notification_id": 4257,
"type": "payment_request_denied",
"title": "Payment r... | No, action_by_id in each notification already identifies the acting user by numeric ID. | The retrieved notification data shows five entries, each containing a data object with an action_by_id field. For instance, the payment_request_denied notification (id 4257) carries action_by_id 37 for Anita Burch, and the payment_request_approved notification (id 4252) carries action_by_id 20 for Alexander Riddle. Bec... | In the Venmo app, payment event notifications embed the acting friend's numeric user ID in the `action_by_id` field of the notification data object. When the agent needs to reference that friend in a subsequent Venmo API call, it should use this ID directly from the notification payload rather than initiating a separat... | {
"evidence": "raw:state_10",
"question": "Given the notification data above, is calling venmo__search_friends necessary to identify the users who performed the payment request actions shown in the notifications?\nAnswer in at most 15 words."
} | FuzzyMatch | [] | 24e061576d766f1c64740f9c | 4fab96f_3:rollout:1:step:2:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in the AppWorld environment using the Venmo app. The agent's task involves sending reminders for payment requests and requires referencing specific users in subsequent Venmo API calls.\n\nRetrieved Notification Data:\n{evidence}\n\nQuestion... |
You are working with the Spotify app in AppWorld, using the user's authenticated session to inspect library contents.
Query Executed on show_playlist_library:
{"id": "chatcmpl-tool-9d77a90583650032", "name": "appworld_execute_api", "arguments": "{\"name\": \"spotify__show_playlist_library\", \"arguments\": {\"access_t... | Each song's genre field must be verified individually via show_song | The show_playlist_library API was called with query 'R&B' and returned 4 playlists, including 'Classical Cornerstones' (playlist_id 622), whose title indicates it is not an R&B collection. This demonstrates that the query parameter performs a text-match search over playlist metadata rather than filtering playlists by t... | In the Spotify app, querying show_playlist_library with a genre name does not restrict results to playlists containing only songs of that genre, as demonstrated by 'R&B' returning a playlist titled 'Classical Cornerstones.' An agent seeking songs of a specific genre should not treat playlist library search results as g... | {
"query": "raw:action_13",
"library_results": "raw:state_14",
"song_detail": "raw:state_7",
"question": "The playlist library search for 'R&B' returned a playlist titled 'Classical Cornerstones.' Based on the song detail structure shown, what must be done before any song in that playlist can be counted as an R... | FuzzyMatch | [] | 25353c4c9480f62806278c64 | 50e1ac9_1:rollout:3:step:1:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working with the Spotify app in AppWorld, using the user's authenticated session to inspect library contents.\n\nQuery Executed on show_playlist_library:\n{query}\n\nPlaylist Library Results (page 0):\n{library_results}\n\nSong Detail (show_song re... |
User request:
Add all the songs from Astrid Nightshade that have been played over 980 times to my Spotify player queue.
System error when the agent queried app name "astrid":
Execution failed. Traceback:
File "<python-input>", line 1, in <module>
print(api_docs__show_api_descriptions(**json.loads('{"app_name": "... | Reinterpret it as an artist to search within the Spotify application | The system error explicitly states 'No APIs found for the app name astrid' and enumerates the valid applications: api_docs, supervisor, amazon, phone, file_system, spotify, venmo, gmail, splitwise, simple_note, todoist. 'Astrid Nightshade' is absent from this list, confirming it is not a top-level application. The user... | When an entity named in a task is confirmed absent from the set of available applications by an explicit error enumerating valid names, the agent should reinterpret it as data content (artist, user, item) within the most contextually relevant existing application rather than continuing to search for it as a separate to... | {
"task": "Add all the songs from Astrid Nightshade that have been played over 980 times to my Spotify player queue.",
"error": "raw:state_1",
"question": "After the system explicitly confirms 'astrid' is not among the enumerated available applications, what is the correct next handling of the entity 'Astrid Nigh... | FuzzyMatch | [] | 258695bf5e24a87ef75cbd4f | 396c5a2_3:rollout:0:step:0:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "User request:\n{task}\n\nSystem error when the agent queried app name \"astrid\":\n{error}\n\nAgent's proposed next action:\nCall appworld_api_docs__search_api_docs with query \"astrid nightshade\" to find a matching top-level application.\n\nQuestion:\n{q... |
You are working in AppWorld with the Spotify app, downloading songs from the user's liked playlists.
Interaction History (steps 0–27):
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in... | No; confirm each download response before the next call to detect token expiry or failures. | The interaction history shows 21 spotify__download_song calls (songs 114,161,218,233,245,270,301,35,36,55,83,97,159,321,2,48,163,165,234,292,294), each individually confirmed with 'Song downloaded.' before the next call was issued. The access token is a JWT with an exp field (1684412098), meaning it has a finite lifeti... | When executing a series of spotify__download_song calls in a batch, confirm that the state message reads 'Song downloaded.' before issuing the next download; this per-item confirmation verifies the prior song_id was processed and the access token remains valid, preventing silent loss of progress if a call fails. | {
"history": "raw:history_27",
"current_state": "raw:state_28",
"question": "A colleague suggests issuing the next six download calls (song IDs 11, 14, 76, 229, 307, 319) in rapid succession without waiting for each individual response before sending the next call, since all 21 prior downloads returned 'Song down... | FuzzyMatch | [] | 26c9f68fb3f81ffdfa2249f1 | 3ab5b8b_1:rollout:2:step:2:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in AppWorld with the Spotify app, downloading songs from the user's liked playlists.\n\nInteraction History (steps 0–27):\n{history}\n\nLatest Response (confirmation for the most recent download call):\n{current_state}\n\nQuestion:\n{questi... |
You are working in the AppWorld Spotify app, helping a user like all songs from the artists they follow. Songs were retrieved by calling spotify__search_songs filtered by artist_id for each of the 10 followed artists. Below are the results for two of those searches.
Search results for artist_id 29 (Lucas Diaz):
[
{
... | No; songs 70-73 appear in both result sets, so deduplicate by song_id before liking. | The task requires liking all songs from followed artists. In the Lucas Diaz (artist_id 29) results, songs 70, 71, 72, and 73 each list both Lucas Diaz (id 29) and Orion Steele (id 7) as artists. In the Orion Steele (artist_id 7) results, the exact same songs 70, 71, 72, and 73 appear with identical song_ids and artist ... | When aggregating results from multiple spotify__search_songs calls filtered by different artist_id values, collaborative tracks will appear in each artist's result set, so the agent must deduplicate by song_id before counting or processing to avoid handling the same track multiple times. | {
"artist_29_results": "raw:state_14",
"artist_7_results": "raw:state_19",
"question": "A colleague proposes calling like_song for every song_id found in each artist's result set independently, with the total number of like calls equal to the sum of all result-set sizes. Should this be executed as proposed, and w... | FuzzyMatch | [] | 271057b41df7a701fec19df7 | 57c3486_1:rollout:2:step:1:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in the AppWorld Spotify app, helping a user like all songs from the artists they follow. Songs were retrieved by calling spotify__search_songs filtered by artist_id for each of the 10 followed artists. Below are the results for two of those... |
You are working in the AppWorld environment using the Simple Note app.
Search Results (simple_note__search_notes, paginated at 20 per page):
Page 0 (page_index 0, 20 results) — note_ids in returned order: 1066, 1067, 1068, 1069, 1070, 1071, 1072, 1073, 1074, 1075, 1076, 1077, 1078, 1079, 1080, 1081, 1082, 1083, 1056, ... | No, note_ids start at 1056, so scanning from 1 targets 1055 nonexistent notes. | The search_notes results list 28 notes whose smallest note_id is 1056 and largest is 1083. No ID below 1056 appears in any page. If an agent calls show_note for every integer from 1 to 1083, the first 1055 calls (IDs 1 through 1055) would target note_ids that do not exist in this account, producing errors or empty resp... | In simple_note, valid note_ids are non-contiguous with gaps between consecutive IDs, so an agent enumerating notes must discover available note_ids through a listing or search mechanism rather than assuming sequential incrementing from a known note_id will cover all notes. | {
"evidence": "Page 0 (page_index 0, 20 results) — note_ids in returned order: 1066, 1067, 1068, 1069, 1070, 1071, 1072, 1073, 1074, 1075, 1076, 1077, 1078, 1079, 1080, 1081, 1082, 1083, 1056, 1058\nPage 1 (page_index 1, 8 results) — note_ids in returned order: 1065, 1062, 1057, 1060, 1063, 1061, 1059, 1064\nPage 2 (... | FuzzyMatch | [] | 273cd803444527ec536548a8 | 6c2c621_1:rollout:2:step:2:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in the AppWorld environment using the Simple Note app.\n\nSearch Results (simple_note__search_notes, paginated at 20 per page):\n{evidence}\n\nQuestion:\n{question}",
"source_selection": {
"evidence": "Page 0 (page_index 0, 20 results... |
Working in the AppWorld environment using the Spotify app.
Interaction History:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spotify?
Action 0
[Reasoning / assistant content]
I ne... | Endpoint-level access restriction, not token expiry; use spotify__show_song to retrieve song data. | The trajectory shows spotify__show_recommendations returning identical 401 errors at five consecutive attempts (after steps 10, 12, 14, 16, 18), each preceded by a fresh spotify__login that produced a new access token. The 401 message reads 'You are either not authorized to access this spotify API endpoint or your acce... | When the Spotify API endpoint spotify__show_recommendations returns a 401 authorization error that persists after a fresh spotify__login token refresh, the agent should abandon further re-authentication attempts on that endpoint and instead use spotify__show_song to retrieve song data, since the 401 reflects endpoint-l... | {
"evidence": "raw:history_21",
"question": "Given that spotify__show_recommendations returned a 401 error after each of four consecutive fresh spotify__login token refreshes, while spotify__show_song calls succeeded using the same tokens, what is the correct diagnosis for the persistent 401 and the appropriate rec... | FuzzyMatch | [] | 29aaf02ed9ba9f0abbd464c5 | e3d6c94_2:rollout:0:step:2:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Working in the AppWorld environment using the Spotify app.\n\nInteraction History:\n{evidence}\n\nQuestion:\n{question}",
"source_selection": {
"evidence": "raw:history_21",
"question": "Given that spotify__show_recommendations returned a 401 err... |
Task Context:
The agent is processing Venmo transactions from December 2022 to like all transactions involving the user's friends, working through them sequentially.
Error Response (venmo__like_transaction, transaction_id 7879):
HTTP 422 from venmo__like_transaction: {"message":"You have already liked this transaction... | Error confirms the like is already applied, so proceeding to the next item is correct. | The transaction record for ID 7879 shows liked: true with like_count 6, confirming the like was previously applied. The 422 response from venmo__like_transaction explicitly states 'You have already liked this transaction,' which confirms the desired end state (the transaction is liked) is already achieved. This is a no... | When an API call returns an error whose message confirms the desired end state is already achieved (e.g., 'already liked'), treat it as a non-failure and proceed to the next item rather than retrying or halting, because the goal for that item is already satisfied and the remaining items can still be completed. | {
"error_response": "HTTP 422 from venmo__like_transaction: {\"message\":\"You have already liked this transaction.\"}",
"transaction_state": "Transaction ID 7879: amount 30.0, description 'Treat Yo' Self', sender Glenn Burton (glenn.burton@gmail.com), receiver Jose Harrison (joseharr@gmail.com), created_at 2022-12... | FuzzyMatch | [] | 29f8e436b8f55afbdc521d6e | df61dc5_2:rollout:1:step:2:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Task Context:\nThe agent is processing Venmo transactions from December 2022 to like all transactions involving the user's friends, working through them sequentially.\n\nError Response (venmo__like_transaction, transaction_id 7879):\n{error_response}\n\nPr... |
You are working in the AppWorld environment using the Spotify application.
Interaction History:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spotify?
Action 0
[Reasoning / assista... | No; album rating is an aggregate field, not a per-song play_count value. | The album library response for album 6 (Ethereal Rhapsody) contains the fields rating: 3.9, like_count: 37, review_count: 18, and song_ids: [29, 30, 31, 32]. Critically, the response does not include any play_count, title, or per-song rating for the individual songs listed. The rating and like_count are single aggregat... | In the Spotify API, album responses return only song_ids without song-level attributes such as title, rating, or play_count; when those attributes are needed for filtering or ranking, the agent must call spotify__show_song individually for each song_id rather than relying on album-level fields. | {
"history": "raw:history_12",
"album_library": "raw:state_13",
"question": "A colleague proposes ranking songs 29, 30, 31, and 32 by using album 6's rating (3.9) as a proxy for each song's individual play_count, arguing this avoids redundant show_song calls. Should this approach be used to identify the highest-p... | FuzzyMatch | [] | 2a320a170bd0ff98a2f50699 | 50e1ac9_3:rollout:3:step:1:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in the AppWorld environment using the Spotify application.\n\nInteraction History:\n{history}\n\nCurrent Observable State — Album Library Response:\n{album_library}\n\nQuestion:\n{question}",
"source_selection": {
"history": "raw:hist... |
INTERACTION HISTORY:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spotify?
Action 0
[Reasoning / assistant content]
I need to inspect the Spotify APIs before retrieving and countin... | No, content is already visible; save note 1066 as file then fetch 1067. | The current observation already contains the full content of note 1066 (title 'Habit Tracking Log for 2023-05-17', the habit tracker body, tags, and metadata). Re-issuing show_note for note_id 1066 would return identical data already present, wasting a call. The correct next step is to create the file ~/backups/simple_... | When iteratively retrieving multiple items by identifier, the current observation already contains the full content of the previously fetched item, so the agent should extract needed information directly from the state and advance to the next un-fetched target identifier rather than re-issuing a fetch for the item alre... | {
"history": "raw:history_12",
"current_state": "raw:state_13",
"question": "The agent considers calling simple_note__show_note with note_id 1066 again to retrieve its content. Should it take that action, and if not, what is the correct next step?\nAnswer in at most 15 words."
} | FuzzyMatch | [] | 2a52908f7e213b9123a35739 | 6c2c621_1:rollout:2:step:2:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "INTERACTION HISTORY:\n{history}\n\nCURRENT OBSERVATION:\n{current_state}\n\nQuestion:\n{question}",
"source_selection": {
"history": "raw:history_12",
"current_state": "raw:state_13",
"question": "The agent considers calling simple_note__show... |
Playlist Library Data:
[
{
"playlist_id": 366,
"title": "Indie Unearthed: Hidden Gems",
"is_public": false,
"rating": 0.0,
"like_count": 0,
"review_count": 0,
"owner": {
"name": "Jason Simpson",
"email": "jasonsimp@gmail.com"
},
"created_at": "2023-05-10T05:01:52",
"song_ids": [
43,
62,... | 33 | The five playlists list the following song_ids: Playlist 366: [43, 62, 149, 216, 236, 243, 278, 290]; Playlist 365: [50, 52, 84, 266, 283]; Playlist 371: [25, 30, 100, 112, 121, 128, 139, 177, 256, 267]; Playlist 370: [72, 108, 135, 149, 151, 216]; Playlist 369: [49, 82, 96, 104, 188, 257, 290]. Total entries across al... | When a task requires examining item properties across multiple collections and the same item identifier can appear in more than one collection, compute the unique set of identifiers before issuing detail queries so that items already examined are not re-queried. This avoids redundant lookups and reduces the total numbe... | {
"evidence": "raw:state_4",
"question": "Given these five playlists and their song_id lists, how many distinct song detail queries must be issued to check the genre of every song that appears in at least one playlist?\nAnswer in at most 15 words."
} | FuzzyMatch | [] | 2bf39c0602035a42b7f3664b | b7a9ee9_1:rollout:1:trajectory:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Playlist Library Data:\n{evidence}\n\nQuestion:\n{question}",
"source_selection": {
"evidence": "raw:state_4",
"question": "Given these five playlists and their song_id lists, how many distinct song detail queries must be issued to check the genr... |
You are troubleshooting API calls in the Venmo app within the AppWorld environment.
API call with a status filter parameter:
{"id": "chatcmpl-tool-a3f7ef5760590e2f", "name": "appworld_execute_api", "arguments": "{\"name\": \"venmo__show_received_payment_requests\", \"arguments\": {\"access_token\": \"eyJhbGciOiJIUzI1N... | The status filter parameter caused the 401, not token invalidity. | All three calls use the identical full JWT access token ending in .Hb6XM_sfWFrFryqPNdGauBJxCLXAmiIk9p9Se3_DUB0. Call 1 (show_received_payment_requests with status='pending') returned a 401 error. Call 2 (show_account, same token) succeeded and returned Nancy Ritter's account details, proving the token is valid and not ... | When the Venmo `show_received_payment_requests` API returns a 401 authorization error while the same access token succeeds on other Venmo endpoints, the `status` filter parameter is the likely cause rather than token invalidity; omit the `status` parameter and identify pending requests from the unfiltered results using... | {
"call_with_status": "raw:action_4",
"error_response": "raw:state_5",
"account_call": "raw:action_7",
"account_response": "raw:state_8",
"call_without_status": "raw:action_8",
"unfiltered_response": "raw:state_9",
"question": "Based on the three API calls and their outcomes shown above, what is the most ... | FuzzyMatch | [] | 2ca0cde4955ceda7650caf83 | 6ea6792_1:rollout:3:step:0:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are troubleshooting API calls in the Venmo app within the AppWorld environment.\n\nAPI call with a status filter parameter:\n{call_with_status}\n\nResponse to that call:\n{error_response}\n\nAPI call to a different Venmo endpoint using the same access ... |
Search API Parameters (relevant subset):
API: spotify search_songs
Relevant parameters:
- genre (string, optional): The genre to filter results by. Default: null
- min_release_date (string, optional): The minimum release date for search results in YYYY-MM-DD format. Default: 1500-01-01
- max_release_date (string, optio... | The min_release_date filter caused the empty result; retry without the date constraint to verify. | The search call explicitly set min_release_date to 2024-01-01, while the API documentation shows the default for this parameter is 1500-01-01 (effectively no date restriction). The genre=classical filter is a valid but non-restrictive-by-default parameter (default null). The empty array result therefore most parsimonio... | When a filtered search query returns an empty result set, the agent should attribute the emptiness to the restrictive filter rather than to absence of matching data, and confirm by retrying the query with the filter removed; this prevents premature termination of the search when results exist outside the constrained ra... | {
"api_doc": "API: spotify search_songs\nRelevant parameters:\n- genre (string, optional): The genre to filter results by. Default: null\n- min_release_date (string, optional): The minimum release date for search results in YYYY-MM-DD format. Default: 1500-01-01\n- max_release_date (string, optional): The maximum rel... | FuzzyMatch | [] | 31da8d400ba38d3225bdaba7 | e3d6c94_1:rollout:3:step:1:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Search API Parameters (relevant subset):\n{api_doc}\n\nSearch Call Executed:\n{search_call}\n\nResult Returned:\n{result}\n\nQuestion:\n{question}",
"source_selection": {
"api_doc": "API: spotify search_songs\nRelevant parameters:\n- genre (string, o... |
You are working with the Spotify app in the AppWorld environment, where an agent is building a playlist from the user's album library.
Interaction History:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many p... | Skip it; genre and release_date are album-level attributes already confirmed for album 18. | From the album 18 detail (Echoes of Eternity), the genre is 'classical' and release_date is '2022-07-06T10:24:33'. Song 80 (fetched earlier in the history) returned the same genre and release_date, and song 81 (the current observation) also returns genre 'classical' and release_date '2022-07-06T10:24:33'. In the Spotif... | In the Spotify data model, all songs belonging to the same album share identical artist lists, genre, and release_date values, so when evaluating songs against criteria involving those album-level attributes the agent can confirm them from one already-fetched track and extend the determination to all remaining songs in... | {
"history": "raw:history_28",
"state": "raw:state_29",
"question": "Before fetching song 82 to determine the most-played song in album 18, the agent proposes to individually verify song 82's genre and release_date to confirm they match the album's values before proceeding. Is this per-song re-verification of gen... | FuzzyMatch | [] | 3218e788db275fc413d8eb0c | 6171bbc_1:rollout:2:step:2:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working with the Spotify app in the AppWorld environment, where an agent is building a playlist from the user's album library.\n\nInteraction History:\n{history}\n\nCurrent Observation (song 81 result):\n{state}\n\nQuestion:\n{question}",
"source... |
Task context:
Find the title of the oldest released song in Brian Ritter's Spotify account, checking across the song library, album library, and playlist library. Handle pagination by repeatedly calling the API with increasing page_index until all relevant pages have been processed.
Song library pagination — page 0 re... | No; cease paginating and proceed to the next subgoal | Page 0 of the song library returned 17 songs (page_limit=20). The subsequent request for page_index=1 with the same page_limit returned an empty array []. In a paginated collection, an empty result for a requested page indicates that no further items exist beyond those already retrieved; the collection is fully enumera... | When a paginated API returns an empty result for a requested page, no further pages exist in that collection and the agent should cease requesting additional pages, proceeding instead to the next subgoal. | {
"goal_context": "Find the title of the oldest released song in Brian Ritter's Spotify account, checking across the song library, album library, and playlist library. Handle pagination by repeatedly calling the API with increasing page_index until all relevant pages have been processed.",
"page0_results": "raw:sta... | FuzzyMatch | [] | 33d9b3d87ef291bb36ea52a9 | 27e1026_3:rollout:2:step:2:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Task context:\n{goal_context}\n\nSong library pagination — page 0 results (page_index=0, page_limit=20):\n{page0_results}\n\nSong library pagination — page 1 request:\n{page1_call}\n\nSong library pagination — page 1 results (page_index=1, page_limit=20):\... |
Task Context:
Task: Determine how much money Paul Miller received from coworkers on Venmo since February 1st of this year. The agent assumed the current year was 2024. An attempt to retrieve the system current date via file_system__show_account returned only a registration date of 2022-02-18 with no current-date field ... | Yes, timestamps confirm 2023 as the latest year, making 2023-02-01 the correct recovered filter. | The 2024-02-01 query returned an empty array, indicating no transactions match that date range. Rather than accepting this as the final answer, the next step removed the date constraint entirely and queried all received transactions. The unfiltered result returned five transactions with created_at values spanning 2022-... | When a relative-date filter such as 'this year' yields empty results, remove the date constraint and query broadly to confirm whether data exists at all, then re-derive the correct year from the returned timestamps or system context before re-filtering, rather than accepting the empty result as the final answer. | {
"goal_context": "Task: Determine how much money Paul Miller received from coworkers on Venmo since February 1st of this year. The agent assumed the current year was 2024. An attempt to retrieve the system current date via file_system__show_account returned only a registration date of 2022-02-18 with no current-date... | FuzzyMatch | [] | 342d3fb2bd8ff02af96982e8 | d0b1f43_2:rollout:0:trajectory:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Task Context:\n{goal_context}\n\nAttempt 1 — Filtered Query (direction=received, min_created_at=2024-02-01):\n{filtered_query}\n\nAttempt 1 — Result:\n{filtered_result}\n\nAttempt 2 — Unfiltered Query (direction=received only, no date constraint):\n{unfilt... |
Liked Songs – artist_id references per song:
Song 59: [9]
Song 307: [33]
Song 44: [8]
Song 222: [22]
Song 123: [8]
Song 282: [30]
Song 264: [27]
Song 102: [4]
Song 191: [18]
Song 254: [26]
Song 75: [34, 9]
Song 217: [21]
Song 267: [28]
Song 26: [32, 25]
Liked Albums – artist_id references per album:
Album 14: [34, 9]
... | 7 redundant calls | Count every artist_id reference: liked songs contribute 16 references (12 single-artist songs + 2 songs with 2 artists each = 12+4) and liked albums contribute 10 references (2+3+1+2+1+1), giving 26 total follow_artist invocations if each reference is followed individually. The unique artist_ids across both lists are {... | When collecting entity identifiers from multiple list sources for a batch state-changing operation, deduplicate the identifier set before issuing individual calls, because the same entity can be referenced by multiple items within and across sources, making redundant mutations inevitable without an explicit set-union s... | {
"liked_songs": "Song 59: [9]\nSong 307: [33]\nSong 44: [8]\nSong 222: [22]\nSong 123: [8]\nSong 282: [30]\nSong 264: [27]\nSong 102: [4]\nSong 191: [18]\nSong 254: [26]\nSong 75: [34, 9]\nSong 217: [21]\nSong 267: [28]\nSong 26: [32, 25]",
"liked_albums": "Album 14: [34, 9]\nAlbum 6: [36, 19, 35]\nAlbum 4: [36]\n... | FuzzyMatch | [] | 348483aca1d0466badc11e80 | d4e9306_1:rollout:0:step:0:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Liked Songs – artist_id references per song:\n{liked_songs}\n\nLiked Albums – artist_id references per album:\n{liked_albums}\n\nRelevant API documentation:\n{follow_api}\n\nQuestion:\n{question}",
"source_selection": {
"liked_songs": "Song 59: [9]\n... |
This involves the File System app in AppWorld, where directory compression and deletion are performed through the file_system API endpoints.
Reference API Documentation:
file_system__compress_directory (POST /file_system/directory/compress): Compress a directory. Parameters: directory_path (string, required) — Path of... | file_system__delete_directory on ~/pictures/vacations/bali/ | The compress_directory API documentation defines delete_directory as a boolean parameter (default false) whose description is 'Whether to delete the directory after compression.' The issued call explicitly set delete_directory to false. The response confirmed 'Directory compressed' and returned the compressed_file_path... | When file_system__compress_directory is called with delete_directory set to false, the source directory persists alongside the created archive, requiring a subsequent explicit delete_directory call to remove it and achieve a directory containing only compressed files. | {
"api_doc": "file_system__compress_directory (POST /file_system/directory/compress): Compress a directory. Parameters: directory_path (string, required) — Path of the directory to compress; access_token (string, required); compressed_file_path (string, optional) — Path of the compressed file, must have extension zip... | FuzzyMatch | [] | 356228b1a5ce3ce3957ce883 | 7d7fbf6_3:rollout:3:step:2:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "This involves the File System app in AppWorld, where directory compression and deletion are performed through the file_system API endpoints.\n\nReference API Documentation:\n{api_doc}\n\nInitial listing of ~/pictures/vacations/ (directories only):\n{initia... |
You are working in the AppWorld environment, which includes the Venmo app, the Phone app, and a Supervisor service for personal information.
Environment Reference Rules:
Personal information, account credentials, addresses, and payment cards are available through Supervisor tools. References to other people refer to c... | The Phone app's contact list | The environment rule states: 'References to other people refer to contacts available through the Phone app.' The descriptor 'roommates' is a relational reference to other people, so it must be resolved through Phone app contacts. Venmo's search_users and search_friends perform name or email directory lookups within Ven... | In AppWorld, when a task references unnamed individuals by a relational descriptor such as 'roommates,' those people are to be identified through the Phone app's contact list rather than through the target application's user-search or address-matching, because the environment explicitly maps all 'other people' referenc... | {
"rules": "Personal information, account credentials, addresses, and payment cards are available through Supervisor tools. References to other people refer to contacts available through the Phone app.",
"venmo_apis": "- search_users: Search Venmo users by name or email address.\n- search_friends: Search your or ot... | FuzzyMatch | [] | 37dc46cea36e825bf0b9759d | d0b1f43_3:rollout:0:step:0:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in the AppWorld environment, which includes the Venmo app, the Phone app, and a Supervisor service for personal information.\n\nEnvironment Reference Rules:\n{rules}\n\nAvailable Venmo APIs (relevant subset):\n{venmo_apis}\n\nSupervisor Add... |
Working in AppWorld with the File System app and Supervisor tools. A prior login attempt to file_system returned a validation error, and a retry is being proposed.
Validation Error Response:
Execution failed. Traceback:
File "<python-input>", line 1, in <module>
print(file_system__login(**json.loads('{"username"... | No, the password O9rG%bf belongs to the gmail account, not file_system. | The 422 error confirms file_system__login requires a password field. The proposed retry supplies a password, so the field-presence validation is satisfied. However, checking the stored credentials: the entry with account_name 'file_system' has password 'fT204^N', while 'O9rG%bf' is listed under account_name 'gmail'. Si... | In AppWorld, when a file_system__login call returns a 422 validation error stating a field such as password is required, the agent should retrieve the supervisor's stored account passwords to obtain the missing value, then retry the login with the complete parameter set to obtain the access_token needed for authenticat... | {
"error_response": "raw:state_4",
"stored_credentials": "raw:state_5",
"proposed_call": "appworld_execute_api, name: file_system__login, arguments: {\"username\": \"ja-solomon@gmail.com\", \"password\": \"O9rG%bf\"}",
"question": "Does the proposed file_system__login retry use the correct credential for the fi... | FuzzyMatch | [] | 38df124713ed2ec329c0ba90 | 76f2c72_1:rollout:2:step:0:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Working in AppWorld with the File System app and Supervisor tools. A prior login attempt to file_system returned a validation error, and a retry is being proposed.\n\nValidation Error Response:\n{error_response}\n\nSupervisor's Stored Account Credentials:\... |
You are working with the Spotify app within the AppWorld environment.
Current Song Response:
{
"song_id": 238,
"title": "The Illusion of Forever",
"album_id": null,
"album_title": null,
"duration": 185,
"artists": [
{
"id": 24,
"name": "Liam Palmer"
}
],
"played_seconds": 0,
"is_playing": true,
"is... | Call spotify__show_artist with artist_id 24 | The current song response shows the artists array containing exactly two fields per artist: id and name. The field follower_count is not present in this nested array. The excerpt of available Spotify endpoints lists show_artist as a separate API that accepts an artist_id argument. In the song state's artists array, the... | In the Spotify API, a song state's artists array exposes only each artist's id and name; retrieving additional attributes such as follower_count requires a separate spotify__show_artist call using the artist_id extracted from that nested array. | {
"song_state": "raw:state_5",
"api_list": "Among the available Spotify API endpoints are:\n- show_current_song: Show details of the current song on the queue.\n- show_artist: Get details of a specific artist. Required argument: artist_id.",
"question": "The current song state's artists array lists the performer ... | FuzzyMatch | [] | 395e6271061fae689949780e | 6bdbc26_1:rollout:2:step:1:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working with the Spotify app within the AppWorld environment.\n\nCurrent Song Response:\n{song_state}\n\nAvailable Spotify Endpoints (excerpt):\n{api_list}\n\nQuestion:\n{question}",
"source_selection": {
"song_state": "raw:state_5",
"api... |
Task Instruction:
Christopher has asked for my movie recommendations via phone text message. Reply to them with a list of comma-separated movie titles from my Simple Note account as per their request.
Text Message from Christopher Burch (sent 2023-05-18):
Hey, I'm planning to watch a movie. Do you have any recommendat... | movies from David Fincher | The task instruction requires a response 'as per their request,' which means the reply must address the exact constraint Christopher stated rather than returning unfiltered results. Christopher's message explicitly asks for 'a movie from David Fincher,' identifying David Fincher as the director constraint. Therefore, w... | When a task instructs to respond 'as per their request,' the agent must first extract the specific filtering criteria from the request's text before searching for matching items, ensuring the response addresses the exact stated constraint rather than returning unfiltered results. | {
"task_instruction": "Christopher has asked for my movie recommendations via phone text message. Reply to them with a list of comma-separated movie titles from my Simple Note account as per their request.",
"evidence": "Hey, I'm planning to watch a movie. Do you have any recommendations for a movie from David Finc... | FuzzyMatch | [] | 3a09f187f1fa89d33906ed6a | 29caf6f_1:rollout:2:step:0:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Task Instruction:\n{task_instruction}\n\nText Message from Christopher Burch (sent 2023-05-18):\n{evidence}\n\nQuestion:\n{question}",
"source_selection": {
"task_instruction": "Christopher has asked for my movie recommendations via phone text messag... |
API Contract:
{
"app_name": "spotify",
"api_name": "show_recommendations",
"path": "/spotify/recommendations",
"method": "GET",
"description": "Get personalized song recommendations for the user.",
"parameters": [
{
"name": "access_token",
"type": "string",
"required": true,
"description": "Access t... | Proceed to next subgoal; the empty page 2 result means no later pages have data. | The API contract defines sequential pagination via page_index (integer >= 0, default 0) with page_limit (1-20, default 5). The observed calls used page_limit=20. Page 0 returned 20 items, page 1 returned 3 items, and page 2 returned an empty array []. In a sequentially indexed paginated API, an empty result at page_ind... | When a sequentially paginated API returns an empty result array for a requested page, no further data exists on subsequent pages, so the agent should stop requesting additional pages and proceed to the next subgoal rather than issuing redundant empty-result calls. | {
"api_reference": "raw:state_6",
"pagination_evidence": "Using the same authenticated session, the agent called the API three times with page_limit=20:\n- page_index=0: returned an array of 20 song objects (song_ids: 12, 39, 46, 52, 53, 59, 63, 64, 87, 88, 117, 130, 139, 147, 174, 184, 193, 196, 211, 234)\n- page_... | FuzzyMatch | [] | 412033675d22ad5715181572 | e3d6c94_3:rollout:0:step:2:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "API Contract:\n{api_reference}\n\nObserved Sequential Page Results:\n{pagination_evidence}\n\nThe agent is considering issuing the next call: page_index=3, page_limit=20, using the same authenticated session.\n\nQuestion:\n{question}",
"source_selection"... |
SESSION LOG – file_system API access attempts for account jer.calhoun@gmail.com:
Login 1: SUCCESS – token issued, exp=1684412089.
Agent note: "Good, I have the access token."
Call file_system__directory_exists (~/downloaded_files/): 401 – "You are either not authorized to access this file_system API endpoint or your ac... | Token expiry is ruled out; investigate account permissions or endpoint-level access restrictions. | Each of the three logins succeeded and returned a token with a future exp timestamp (1684412089, 1684412741, 1684412731), proving the credentials are valid and the token was freshly generated. The 401 error occurs immediately upon the first API call with each fresh token, not after a delay that would indicate expiry. M... | When a 401 authorization error persists immediately after a successful re-authentication that issues a fresh token, the failure should not be attributed to token expiry or invalidity; the agent should cease repeating the login-and-retry cycle and instead investigate alternative authorization causes such as account perm... | {
"evidence": "Login 1: SUCCESS – token issued, exp=1684412089.\nAgent note: \"Good, I have the access token.\"\nCall file_system__directory_exists (~/downloaded_files/): 401 – \"You are either not authorized to access this file_system API endpoint or your access token is missing, invalid or expired.\"\nAgent note: \... | FuzzyMatch | [] | 4128594bc3f10a08dba52995 | 68ee2c9_2:rollout:1:step:1:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "SESSION LOG – file_system API access attempts for account jer.calhoun@gmail.com:\n{evidence}\n\nQuestion:\n{question}",
"source_selection": {
"evidence": "Login 1: SUCCESS – token issued, exp=1684412089.\nAgent note: \"Good, I have the access token.\... |
You are working in the Spotify app via the AppWorld platform, completing a multi-artist follow task based on liked songs and albums.
Liked Songs (returned by spotify__show_liked_songs):
[
{
"song_id": 59,
"title": "Love's Decline",
"album_id": 12,
"album_title": "Astral Journey",
"duration": 212,
"artists... | Artist IDs 36, 19, 35, 12, 27, and 11 remain unfollowed | From the liked songs, the artist IDs are 9 (Zoey James), 33 (Felix Blackwood), 8 (Aria Sterling, appears twice), and 22 (Silent Thunder). From the liked albums, the artist IDs are 34 (Lily Moon), 9 (Zoey James), 36 (Noah Bennett, appears twice), 19 (Ethan Wallace), 35 (Nova Harmony), 12 (Mia Sullivan), 27 (Carter Knigh... | The spotify__follow_artist API returns a fixed 'Artist followed.' confirmation that does not identify which artist_id was followed, so an agent tracking a multi-artist follow task must independently record each dispatched artist_id to determine which subgoals remain incomplete. | {
"liked_songs": "raw:state_4",
"liked_albums": "raw:state_5",
"follow_log": "Five spotify__follow_artist calls were dispatched in sequence with the following artist_id values: 9, 33, 8, 22, 34. Each call returned the identical response: {\"message\": \"Artist followed.\"}",
"question": "Given that every spotif... | FuzzyMatch | [] | 4129be8f8f16b8d564c2a392 | d4e9306_1:rollout:1:step:1:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in the Spotify app via the AppWorld platform, completing a multi-artist follow task based on liked songs and albums.\n\nLiked Songs (returned by spotify__show_liked_songs):\n{liked_songs}\n\nLiked Albums (returned by spotify__show_liked_alb... |
You are working in the AppWorld environment using the Venmo app to manage payment requests.
API Contract:
{
"app_name": "venmo",
"api_name": "approve_payment_request",
"path": "/venmo/payment_requests/{payment_request_id}/approve",
"method": "POST",
"description": "Approve a payment request.",
"parameters": [
... | No; the insufficient balance persists, so a valid non-expired payment_card_id is needed. | The API contract for approve_payment_request states that payment_card_id is optional and 'If not passed, Venmo balance will be used.' The observed 422 response for payment request 4401 explicitly reports 'Insufficient money in the Venmo balance,' establishing that the balance is inadequate. The proposed call for paymen... | In the Venmo API, when venmo__approve_payment_request returns a 422 'Insufficient money in the Venmo balance' error, the agent should include a valid non-expired payment_card_id in all subsequent approval calls rather than retrying without one, because the insufficient-balance condition persists across calls and each r... | {
"api_doc": "raw:state_9",
"observed_error": "raw:state_25",
"card_registry": "raw:state_27",
"card_check": "raw:state_28",
"proposed_call": "{\"name\": \"venmo__approve_payment_request\", \"arguments\": {\"access_token\": \"eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJ2ZW5tbytuYW5fcml0dEBnbWFpbC5jb20iLCJ... | FuzzyMatch | [] | 4203bde272f32db99655962d | 6ea6792_1:rollout:0:trajectory:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in the AppWorld environment using the Venmo app to manage payment requests.\n\nAPI Contract:\n{api_doc}\n\nObserved Execution Response (payment_request_id 4401):\n{observed_error}\n\nAvailable Payment Cards:\n{card_registry}\n\nCard Validat... |
You are working in the AppWorld environment using the Phone app and the Venmo app.
Interaction history:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spotify?
Action 0
[Reasoning /... | Call phone__login with username 4288705164 to obtain a valid token before retrying | The phone__send_text_message call used 'dummy_phone_access_token' and received a 401 error stating the token is 'missing, invalid or expired.' This means the phone API session has no valid authentication. The correct recovery is to call phone__login to obtain a fresh access token, not to retry the message with the same... | In the AppWorld phone system, when a phone API call (e.g., phone__send_text_message) fails with a 401 error indicating an invalid or expired access token, the agent should call phone__login using the user's phone number (retrieved from their profile) as the username to establish valid authentication before retrying the... | {
"history": "raw:history_8",
"error": "raw:state_9",
"profile": "raw:state_7",
"question": "After the phone__send_text_message call returned a 401 authentication error, what is the correct login call to restore phone API access, and what username value must it use?\nAnswer in at most 15 words."
} | FuzzyMatch | [] | 42b081d1d06683e4e8fb2028 | 4fab96f_3:rollout:2:step:1:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in the AppWorld environment using the Phone app and the Venmo app.\n\nInteraction history:\n{history}\n\nAPI error response:\n{error}\n\nSupervisor profile:\n{profile}\n\nQuestion:\n{question}",
"source_selection": {
"history": "raw:h... |
You are working in the AppWorld environment, interacting with the Spotify app to manage liked songs.
Interaction history:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spotify?
Act... | Six songs confirmed liked; song 65 awaits its own Song liked response | Scanning the recorded history for like_song results: the first attempt for song_id 54 without an access_token returned a 401 error (state_20), so it produced no 'Song liked.' confirmation. After consulting the API docs and retrying with the token, six consecutive calls each returned {"message": "Song liked."}: song_id ... | In the AppWorld Spotify service, calling spotify__like_song with a valid song_id and access_token produces the observable state 'Song liked.', which the agent should treat as per-song completion evidence before issuing the next like call in a multi-song task. | {
"evidence": "raw:history_27",
"question": "Based on the recorded responses to like_song calls in the history above, how many individual songs have received a confirmed 'Song liked.' response, and what specific observation is still needed to confirm that song_id 65 has been liked?\nAnswer in at most 15 words."
} | FuzzyMatch | [] | 42c1aa763c026119c26472b0 | 57c3486_2:rollout:2:step:2:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in the AppWorld environment, interacting with the Spotify app to manage liked songs.\n\nInteraction history:\n{evidence}\n\nQuestion:\n{question}",
"source_selection": {
"evidence": "raw:history_27",
"question": "Based on the reco... |
You are working in the AppWorld phone service for the account of Thomas Solomon (phone 2192158297).
Goal:
Delete all phone text messages and voice messages from phone number 5708520672.
API Documentation – delete_text_message:
{
"app_name": "phone",
"api_name": "delete_text_message",
"path": "/phone/messages/text/... | Use individual delete-by-ID endpoints for each message instead of retrying the paginated search. | The paginated search_text_messages call returned an empty result, meaning the bulk-by-sender lookup failed to surface the messages. Retrying the same paginated search would repeat the same empty result because the failure condition (the paginated search not matching the messages) is unchanged. The deletion_results conf... | In the phone service, when a paginated bulk delete by sender phone number returns an empty result without removing the target messages, recover by calling the individual delete-by-message-ID endpoint for each message rather than retrying the bulk operation, since individual deletion is confirmed to remove the messages. | {
"goal": "Delete all phone text messages and voice messages from phone number 5708520672.",
"delete_text_api": "raw:state_6",
"delete_voice_api": "raw:state_7",
"search_api": "raw:state_3",
"deletion_results": "Individual deletion was performed using delete_text_message for 7 text messages and delete_voice_m... | FuzzyMatch | [] | 4319aadd842bd698c8436bd3 | 771d8fc_3:rollout:0:step:1:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in the AppWorld phone service for the account of Thomas Solomon (phone 2192158297).\n\nGoal:\n{goal}\n\nAPI Documentation – delete_text_message:\n{delete_text_api}\n\nAPI Documentation – delete_voice_message:\n{delete_voice_api}\n\nAPI Docu... |
You are working in the file_system app on AppWorld, helping the user with file management tasks.
File System API Context:
Several file_system APIs such as directory_exists, show_account, and show_directory require an access_token parameter for authentication. The user's email address is jer.calhoun@gmail.com.
show_pr... | No, pass email to show_profile; it does not accept access_token | The show_profile API documentation lists exactly one parameter: email (type: string, required: false, constraint: value is email address). The access_token parameter is not listed among the accepted parameters. Since other file_system APIs do use access_token, the suggestion is plausible, but the show_profile endpoint'... | In the file_system app, the show_profile API accepts only an optional email parameter and explicitly rejects access_token as an unexpected parameter. When retrieving a user's file_system profile, pass the email address to show_profile rather than an access token, as token-based calls to this endpoint will always fail. | {
"context": "Several file_system APIs such as directory_exists, show_account, and show_directory require an access_token parameter for authentication. The user's email address is jer.calhoun@gmail.com.",
"api_doc": "raw:state_15",
"question": "A colleague suggests calling file_system__show_profile by passing the... | FuzzyMatch | [] | 43416474a490b226581fa6bc | 68ee2c9_2:rollout:3:step:1:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in the file_system app on AppWorld, helping the user with file management tasks.\n\nFile System API Context:\n{context}\n\nshow_profile API Documentation:\n{api_doc}\n\nQuestion:\n{question}",
"source_selection": {
"context": "Several... |
Spotify session data — your liked songs:
[
{
"song_id": 35,
"title": "Dancing in the Rain of Tears",
"album_id": 7,
"album_title": "Vibrant Visions",
"duration": 244,
"artists": [
{
"id": 11,
"name": "Eliana Harper"
}
],
"liked_at": "2023-05-18T12:00:00"
},
{
"song_id": 77,
"title":... | Fetch followed artists, subtract IDs 11, 12, 14, 27, unfollow the remainder. | The exclusion set (artists who have at least one liked song) is already established as {11, 12, 14, 27} from the liked-songs data shown in the session. The goal is to unfollow all followed artists who do NOT have a liked song. The removal computation (subtraction) requires two inputs: the full candidate collection (you... | To identify elements to remove from a collection using an absence criterion, first retrieve all positive instances of the criterion relationship and extract the unique connected elements (deduplicating across instances), then retrieve the full candidate collection and subtract the connected set from it; the positive-ev... | {
"evidence": "raw:state_4",
"question": "Having identified artists 11, 12, 14, and 27 as the set with at least one liked song, what are the remaining steps in required order to unfollow all artists with no liked songs?\nAnswer in at most 15 words."
} | FuzzyMatch | [] | 44d4f3ba7fc12c3f8e315830 | aa8502b_2:rollout:3:step:0:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Spotify session data — your liked songs:\n{evidence}\n\nQuestion:\n{question}",
"source_selection": {
"evidence": "raw:state_4",
"question": "Having identified artists 11, 12, 14, and 27 as the set with at least one liked song, what are the remai... |
You are operating an agent in the AppWorld environment, using the Spotify app to manage playlists and songs.
INTERACTION HISTORY:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spot... | Premature—only song 304 is visible in the state; five songs still need lookups. | In the current observable state, only song 304's full record (title, rating 2.0, etc.) is displayed. However, the interaction history shows that the previous turn issued six concurrent spotify__show_song calls for songs 36, 127, 160, 182, 295, and 304. The state contains no data for songs 36, 127, 160, 182, or 295. Sin... | In the AppWorld agent environment, issuing multiple spotify song lookups in a single turn surfaces only the last response in the next observable state; when each song's details must be individually evaluated or retained for later comparison, the agent should issue one lookup per turn to prevent silent data loss and avo... | {
"history": "raw:history_6",
"current_state": "raw:state_7",
"question": "A colleague suggests moving on to query the six songs in Countryside Chronicles (playlist 460) because all songs from Velvet Voices (playlist 461) have already been retrieved. Based on what is visible in the current state, should this step... | FuzzyMatch | [] | 4556b5d3d102bc7360b74e20 | 6171bbc_2:rollout:0:step:1:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are operating an agent in the AppWorld environment, using the Spotify app to manage playlists and songs.\n\nINTERACTION HISTORY:\n{history}\n\nCURRENT OBSERVABLE STATE:\n{current_state}\n\nQuestion:\n{question}",
"source_selection": {
"history": ... |
INTERACTION HISTORY:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spotify?
Action 0
[Reasoning / assistant content]
I need to inspect the Spotify APIs before retrieving and countin... | No, payment request 3461's confirmation has not yet been received. | The visible history shows confirmations for payment requests 3462, 3464, 3457, 3455, 3456, 3463, and 3470 — seven 'Payment request reminder sent' responses in states 19 through 25. The most recent action is the remind_payment_request call for payment request 3461, but no confirmation response for 3461 appears in the hi... | When repeating the same action across multiple items in a batch, observe the confirmation result of each individual call before initiating the next item's call, and defer signaling task completion until every item in the batch has received its own successful confirmation. | {
"history": "raw:history_25",
"question": "A colleague suggests calling complete_task with status success right now since seven of the eight Venmo payment request reminders have already received confirmation. Should the agent proceed with this completion call at this point? Answer yes or no with a brief reason.\nA... | FuzzyMatch | [] | 46193d67133914b499a7a5b5 | 4fab96f_1:rollout:0:step:2:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "INTERACTION HISTORY:\n{history}\n\nQuestion:\n{question}",
"source_selection": {
"history": "raw:history_25",
"question": "A colleague suggests calling complete_task with status success right now since seven of the eight Venmo payment request rem... |
UPDATE CALLS AND THEIR RESPONSES:
Four sequential calls to spotify__update_song_review were made with rating=5 for review_ids 298, 291, 292, and 293. Each call returned the identical response: {"message": "Updated the song review."} No field values, including rating, were echoed in any of the four responses.
API DOCUM... | Call show_song_review with review_id 293; the generic message does not confirm the rating field changed | All four update calls returned only {"message": "Updated the song review."} with no rating value or any other field echoed. The API documentation for show_song_review (GET /spotify/song_reviews/{review_id}) shows it accepts a single review_id parameter and returns the full review object, including the rating field. The... | When an update endpoint returns only a generic confirmation message without echoing the modified field values, re-fetch the resource by its unique identifier to verify that the specific target field reflects the intended new value, because the generic message alone does not confirm which fields changed or to what value... | {
"update_responses": "Four sequential calls to spotify__update_song_review were made with rating=5 for review_ids 298, 291, 292, and 293. Each call returned the identical response: {\"message\": \"Updated the song review.\"} No field values, including rating, were echoed in any of the four responses.",
"api_doc": ... | FuzzyMatch | [] | 46a4fbc8018e923814fd4a30 | 692c77d_1:rollout:3:step:2:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "UPDATE CALLS AND THEIR RESPONSES:\n{update_responses}\n\nAPI DOCUMENTATION FOR THE SINGLE-REVIEW FETCH ENDPOINT:\n{api_doc}\n\nEXAMPLE VERIFICATION RESULT (review 298):\n{verification_example}\n\nQuestion:\n{question}",
"source_selection": {
"update_... |
You are working in AppWorld, using the Phone app and the Simple Note app.
Task Context:
Laura Mccoy (phone 2873148336) sent a text message: 'Hey, I'm planning to watch a movie. Do you have any recommendations for a movie from Quentin Tarantino?' You need to reply with a comma-separated list of movie titles from the Si... | No; the results lack a content field, so specific titles cannot be identified without show_note | The search results for note_id 1556 ('Movie Recommendations'), 1563, 1558, 1555, and 1557 contain only the fields note_id, title, tags, created_at, updated_at, and pinned. There is no content field in any record. A note title such as 'Movie Recommendations' is a categorical label; it does not enumerate the individual f... | When simple_note__search_notes returns only note metadata (id, title, tags) without a content field, the agent must call simple_note__show_note with the relevant note_id to retrieve the full note content before identifying specific items within it. | {
"context": "Laura Mccoy (phone 2873148336) sent a text message: 'Hey, I'm planning to watch a movie. Do you have any recommendations for a movie from Quentin Tarantino?' You need to reply with a comma-separated list of movie titles from the Simple Note account. You logged into Simple Note and searched with the quer... | FuzzyMatch | [] | 4713f76ed84609986336579c | 29caf6f_2:rollout:2:step:1:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in AppWorld, using the Phone app and the Simple Note app.\n\nTask Context:\n{context}\n\nSimple Note Search Results:\n{search_results}\n\nQuestion:\n{question}",
"source_selection": {
"context": "Laura Mccoy (phone 2873148336) sent a ... |
You are working in the AppWorld environment, using the Phone app to manage messages.
INTERACTION HISTORY:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spotify?
Action 0
[Reasoning... | 22 total: 10 text messages and 12 voice messages | From the interaction history, the text message search (phone__search_text_messages) returned 5 messages on page 0 (IDs 16804, 16812, 16802, 16808, 16810), 5 on page 1 (IDs 16800, 16806, 16798, 16794, 16796), and an empty array on page 2, confirming 10 text messages total. The voice message search (phone__search_voice_m... | In the phone app, text and voice messages are served by separate search and delete API families; fully removing all messages from a number requires querying and deleting from both the text-message and voice-message endpoints independently. | {
"history": "raw:history_9",
"voice_page3": "raw:state_10",
"question": "Based on all completed paginated search results shown, what is the total number of messages from 3654328626 that must be individually deleted, broken down by message type?\nAnswer in at most 15 words."
} | FuzzyMatch | [] | 473e1fae3bb6dcde1c216e3b | 771d8fc_1:rollout:0:step:0:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in the AppWorld environment, using the Phone app to manage messages.\n\nINTERACTION HISTORY:\n{history}\n\nFinal voice message search result (page 3):\n{voice_page3}\n\nQuestion:\n{question}",
"source_selection": {
"history": "raw:his... |
You are working in the AppWorld environment using the Spotify app.
Song detail response (spotify__show_song for song_id 95):
{
"song_id": 95,
"title": "Swept Away",
"album_id": null,
"album_title": null,
"duration": 247,
"artists": [
{
"id": 3,
"name": "Jasper Skye",
"genre": "EDM",
"follower_count... | Treat it as a standalone track and do not call show_album | The spotify__show_song response for song_id 95 shows album_id: null and album_title: null. In the Spotify API, when both album_id and album_title are null in a song record, this indicates the song is not associated with any album—it is a standalone track. Because there is no album identifier to look up, issuing a spoti... | In appworld's spotify API, spotify__show_song returns null for both album_id and album_title when a song is not associated with any album; when these fields are null, the agent should treat the song as a standalone track and avoid issuing an album-lookup call with the null identifier. | {
"song_details": "raw:state_9",
"api_context": "spotify__show_album — Get details of a specific album. Required argument: album_id (integer).",
"question": "The spotify__show_song response for song_id 95 is shown above. Based on the album_id and album_title field values in that response, what is the correct inte... | FuzzyMatch | [] | 4922a0201e50ef1827625e82 | e85d92a_3:rollout:0:step:2:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in the AppWorld environment using the Spotify app.\n\nSong detail response (spotify__show_song for song_id 95):\n{song_details}\n\nRelevant available Spotify API for album lookup:\n{api_context}\n\nQuestion:\n{question}",
"source_selectio... |
You are working in the AppWorld environment using the Venmo app on behalf of Jordan Harrison.
Interaction history through the most recent date-filtered show_transactions query:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673... | Paginate show_social_feed with increasing page_index to surface friends' Whimsical Bites payments to Spencer | The show_transactions API documentation states it shows 'a list of your transactions' and its user_email parameter filters to 'transactions between you and user with this email address.' Every query in the history (by query text, user_email, direction, min/max_created_at) confirms it returns only records where Jordan i... | In Venmo, show_transactions is scoped to the authenticated user's own sent and received transactions and cannot reveal payments that other people made to a third-party recipient; to find coworkers' individual payments to a common recipient, the agent must paginate through show_social_feed, which surfaces friends' publi... | {
"history": "raw:history_14",
"current_state": "raw:state_15",
"question": "Given that multiple show_transactions queries (by text, by counterparty email, by direction, and by date range) have all returned only Jordan's own sent and received transactions, and the single page-0 call to show_social_feed returned f... | FuzzyMatch | [] | 4938bfd8045e991c91ef7499 | 383cbac_3:rollout:3:trajectory:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in the AppWorld environment using the Venmo app on behalf of Jordan Harrison.\n\nInteraction history through the most recent date-filtered show_transactions query:\n{history}\n\nCurrent state (result of that query):\n{current_state}\n\nQues... |
API Call Record:
{"id": "chatcmpl-tool-aaa000b893a755b2", "name": "appworld_execute_api", "arguments": "{\"name\": \"spotify__show_song_library\", \"arguments\": {\"access_token\": \"eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJzcG90aWZ5K2JyYW5kb24td2ViZUBnbWFpbC5jb20iLCJleHAiOjE2ODQ0MTIwOTh9.g_1UhIn82Succ1SAJfx4Lnt... | Must fetch the next page before computing removals because 20 entries equals page_limit | The API call to spotify__show_song_library used page_index=0 and page_limit=20. The response contained exactly 20 song entries, which equals the requested page_limit. In a paginated API, a response page containing exactly the requested page_limit entries signals that the collection extends beyond that page. Since the c... | In a paginated API, a response page containing exactly the requested page_limit entries indicates the underlying collection extends beyond that page; the agent must continue fetching subsequent pages until a partial page is received before performing any computation that depends on the complete set, such as determining... | {
"api_call": "raw:action_7",
"response": "The song library response for page_index 0 contained exactly 20 song entries.",
"objective": "Remove from the song library any songs that are neither liked nor downloaded.",
"question": "Given that the song library API was called with page_limit of 20 and the response ... | FuzzyMatch | [] | 4973b872b00538627936ef03 | 229360a_1:rollout:1:step:0:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "API Call Record:\n{api_call}\n\nResponse Observation:\n{response}\n\nCleanup Objective:\n{objective}\n\nQuestion:\n{question}",
"source_selection": {
"api_call": "raw:action_7",
"response": "The song library response for page_index 0 contained ex... |
Task Requirement:
Send the following phone message to my siblings and roommates, who do not have a venmo account, "Get on venmo please!"
Identified Contacts (from relationship searches):
Matthew Blackburn (sibling, brother) - 4886643554; Martin Blackburn (sibling, brother) - 3539110281; Kevin Blackburn (sibling, broth... | Venmo account status was not verified for any identified contact before sending. | The task explicitly requires an exclusion filter: only recipients 'who do not have a venmo account' should receive the message. The workflow shows five contacts identified purely by relationship (three brothers, two roommates) through phone contact searches. Between those searches and the send_text_message call to 4886... | When a task specifies an exclusion filter on recipients (e.g., 'who do not have [X]') in addition to a primary identification criterion, the agent must verify that filter for each identified contact before executing the send action. Proceeding directly from relationship-based identification to sending without checking ... | {
"task": "Send the following phone message to my siblings and roommates, who do not have a venmo account, \"Get on venmo please!\"",
"contacts": "Matthew Blackburn (sibling, brother) - 4886643554; Martin Blackburn (sibling, brother) - 3539110281; Kevin Blackburn (sibling, brother) - 3654328626; Carl Brown (roommat... | FuzzyMatch | [] | 498428b50120489ca16814aa | 0d8a4ee_2:rollout:3:trajectory:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Task Requirement:\n{task}\n\nIdentified Contacts (from relationship searches):\n{contacts}\n\nAction Being Executed Next:\n{send_action}\n\nQuestion:\n{question}",
"source_selection": {
"task": "Send the following phone message to my siblings and roo... |
First Transaction Query:
{"id": "chatcmpl-tool-b533abfa4edb55c8", "name": "appworld_execute_api", "arguments": "{\"name\": \"venmo__show_transactions\", \"arguments\": {\"access_token\": \"eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJzdWIiOiJ2ZW5tbytwYXVsX21pbGxAZ21haWwuY29tIiwiZXhwIjoxNjg0NDEyMDk4fQ.m6K3rMvbzS-jikELGWqWRm9... | The min_created_at date filter was overly restrictive rather than no transactions existing | The two queries differ in exactly one parameter: the first includes min_created_at=2024-02-01 while the second omits it; all other arguments (access_token, direction=received, page_index=0, page_limit=20) are identical. The first query returned an empty list; the second returned received transactions whose created_at d... | When a filtered query returns an empty result, attribute the emptiness to the overly restrictive filter constraint rather than genuine data absence, and retry with the filter removed or broadened to verify whether matching records exist outside the specified range. | {
"query_1": "raw:action_5",
"result_1": "raw:state_6",
"query_2": "raw:action_6",
"result_2": "The query returned multiple received transactions. Visible transactions include: id 1023 ($54.00, created_at 2023-01-08), id 1024 ($15.00, created_at 2023-01-15), id 1025 ($31.00, created_at 2023-04-03), id 1027 ($28... | FuzzyMatch | [] | 4abbc1987722ada9c7598ba5 | d0b1f43_2:rollout:2:step:1:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "First Transaction Query:\n{query_1}\n\nFirst Query Result:\n{result_1}\n\nSecond Transaction Query:\n{query_2}\n\nSecond Query Result:\n{result_2}\n\nQuestion:\n{question}",
"source_selection": {
"query_1": "raw:action_5",
"result_1": "raw:state_... |
Interaction History:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spotify?
Action 0
[Reasoning / assistant content]
I need to inspect the Spotify APIs before retrieving and countin... | No, song 297's record was already retrieved so re-fetching is redundant | In the interaction history, the agent called spotify__show_song with song_id 297 (step 11) and received a full JSON response in the following state showing song_id 297, title 'Vivid Scars', release_date '2023-01-01T22:40:16', and all other fields. The proposed next action targets the exact same song_id 297. Since the r... | When iterating over identifiers for detail lookups, verify whether a given ID's record was already successfully retrieved in the current task before issuing a new request; reusing the prior result prevents redundant API calls that consume turns and resources without contributing any new information. | {
"history": "raw:history_12",
"song_1_result": "raw:state_13",
"question": "Given the interaction history and the result shown above, the agent's next planned action is to call spotify__show_song with song_id 297. Should this action be taken, and what specific evidence from the visible history makes it redundant... | FuzzyMatch | [] | 4b494fab1cfccb4906828c43 | 27e1026_2:rollout:3:step:1:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Interaction History:\n{history}\n\nResult of Most Recent Detail Lookup (song_id 1):\n{song_1_result}\n\nQuestion:\n{question}",
"source_selection": {
"history": "raw:history_12",
"song_1_result": "raw:state_13",
"question": "Given the interac... |
You are working in AppWorld, using the Supervisor tool to retrieve stored credentials and the Spotify app for music operations.
Supervisor Account Password List:
[
{
"account_name": "amazon",
"password": "G1ql({i"
},
{
"account_name": "file_system",
"password": "&qCR+fS"
},
{
"account_name": "gmail",
... | Entry with account_name spotify, password #mZ*u6h; rule: service name in the API identifier equals account_name | The password list contains 9 entries, each with an account_name and a password. The question states the list is indexed by account_name and the target API is spotify__login. The service name embedded in the API identifier 'spotify__login' is 'spotify'. Applying the structural join rule — the service name must equal the... | In AppWorld, each service's password is stored in the supervisor's account password list indexed by account_name; before calling any service's login API, retrieve the matching password from that store rather than guessing, which enables successful authentication and a valid access token. | {
"password_list": "raw:state_3",
"question": "In the supervisor's password list above, each entry is indexed by its account_name field. The agent is about to call spotify__login to authenticate. Which specific entry provides the correct credential for this login call, and what structural matching rule selects that... | FuzzyMatch | [] | 4b5d9fa767915875605b930f | e85d92a_1:rollout:3:step:0:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in AppWorld, using the Supervisor tool to retrieve stored credentials and the Spotify app for music operations.\n\nSupervisor Account Password List:\n{password_list}\n\nQuestion:\n{question}",
"source_selection": {
"password_list": "r... |
You are working in an environment with the Spotify app, using its song and album APIs.
Song Library Response (spotify__show_song_library):
[
{
"song_id": 265,
"title": "Secrets of the Heart",
"album_id": null,
"album_title": null,
"duration": 183,
"artists": [
{
"id": 27,
"name": "Carter Knight... | Songs 265, 151, 294 have null album_id, so no album query is possible. | From the song library response, five songs are listed: 265, 151, 294, 9, and 28. In the library listing, songs 265, 151, and 294 have album_id: null and album_title: null, while song 9 has album_id: 2 (Celestial Harmonies) and song 28 has album_id: 5 (Velvet Shadows). The show_song response for song 265 confirms album_... | In the spotify__show_song API response, album_id and album_title are null when a song is a standalone track not belonging to any album. An agent must check for null before using album_id as a parameter in subsequent album-level queries to avoid invalid lookups. | {
"song_library": "raw:state_4",
"song_265_detail": "raw:state_6",
"song_9_detail": "raw:state_9",
"question": "Based on the album_id and album_title fields in the show_song responses, which songs from the song library are standalone tracks, and why could their album_id not be passed as a parameter to spotify__... | FuzzyMatch | [] | 4be2c7dd2656cfe681ec002f | ce359b5_1:rollout:2:step:1:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in an environment with the Spotify app, using its song and album APIs.\n\nSong Library Response (spotify__show_song_library):\n{song_library}\n\nshow_song Response for Song 265:\n{song_265_detail}\n\nshow_song Response for Song 9:\n{song_9_... |
You are working in the file_system app within AppWorld, managing Nicholas Weber's photo directory structure.
Interaction history through the failed delete attempt:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: Ho... | Call delete_directory with directory_path ~/photographs/vacations/athens/ | The 422 error states: 'The path file_path (/home/nicholas/photographs/vacations/athens) is supposed to be a file and so must have an extension.' This confirms delete_file rejects directories. The earlier show_directory calls in the history confirm ~/photographs/vacations/athens/ is a directory. The original goal requir... | In the file_system app, when a delete_file call returns a 422 error stating the path is supposed to be a file and must have an extension, the corrective action is to call delete_directory with the same path, which successfully removes the directory and its contents. | {
"history": "raw:history_14",
"error_response": "raw:state_15",
"question": "After the 422 error from the delete_file call on ~/photographs/vacations/athens/, what specific file_system API call removes that directory and its contents while leaving the athens.zip archive in the parent directory intact?\nAnswer in... | FuzzyMatch | [] | 4c645dad09bd47f2182c1e82 | 7d7fbf6_1:rollout:2:trajectory:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in the file_system app within AppWorld, managing Nicholas Weber's photo directory structure.\n\nInteraction history through the failed delete attempt:\n{history}\n\nError response returned by the delete_file call:\n{error_response}\n\nQuest... |
Paginated Query Response (venmo__show_transactions, user_email=anita.burch@gmail.com, min_created_at=2023-03-01, page_index=0, page_limit=20):
[
{
"transaction_id": 3813,
"amount": 86.0,
"description": "Night Out \ud83c\udf78",
"created_at": "2023-04-13T04:32:12",
"updated_at": "2023-04-13T04:32:12",
"priv... | No; 1 item returned against page_limit 20 means the result set is exhausted. | The response for page_index 0 with page_limit 20 contains exactly one transaction object (transaction_id 3813, $86.00). Since the number of returned items (1) is less than the requested page_limit (20), the API has already delivered all matching results for this query. Requesting page_index 1 would yield an empty list ... | When a paginated list API returns fewer items than the requested page limit on a given page, the result set for that query is exhausted and requesting the next page index is unnecessary. Comparing the returned item count to the page_limit parameter before issuing another call avoids redundant requests while guaranteein... | {
"evidence": "raw:state_15",
"question": "The agent is about to call venmo__show_transactions again with the same filters but page_index set to 1. Should this follow-up call be made, and what does the already-received response indicate about whether additional transactions remain for this query?\nAnswer in at most... | FuzzyMatch | [] | 4dcac4b016c258aa990834ab | d0b1f43_3:rollout:0:step:2:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Paginated Query Response (venmo__show_transactions, user_email=anita.burch@gmail.com, min_created_at=2023-03-01, page_index=0, page_limit=20):\n{evidence}\n\nThe show_transactions API accepts page_index (integer >= 0, default 0) and page_limit (integer 1-2... |
You are working in the Spotify app via AppWorld, retrieving playlist contents to identify reggae-genre songs across your library.
Playlist 567 song entries (show_playlist response):
{
"playlist_id": 567,
"title": "The Rom-Com Mixtape",
"is_public": false,
"rating": 0.0,
"like_count": 0,
"review_count": 0,
"owne... | No; playlist song entries contain no genre field, so individual show_song lookups are needed. | The show_playlist response for playlist 567 lists 10 songs (IDs 10, 24, 39, 52, 86, 155, 179, 222, 250, 295). Every song entry contains only: id, title, album_id, album_title, duration, and an artists array with id and name. None of the 10 entries include a genre field. The proposed action assumes genre is present in t... | In the Spotify API, show_playlist returns song entries that lack a genre field, so filtering songs by genre requires calling show_song individually for each song to retrieve its genre; plan for per-song lookups before attempting genre-based filtering. | {
"playlist_data": "raw:state_10",
"playlist_api_doc": "raw:state_9",
"song_api_doc": "raw:state_8",
"question": "A colleague proposes the following next step: 'The playlist response already includes a genre field for every song, so I can filter all entries for genre equals reggae directly from this data withou... | FuzzyMatch | [] | 4e7f88bf75fdb27f1a5e78a9 | b7a9ee9_2:rollout:1:step:0:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "You are working in the Spotify app via AppWorld, retrieving playlist contents to identify reggae-genre songs across your library.\n\nPlaylist 567 song entries (show_playlist response):\n{playlist_data}\n\nshow_playlist API documentation:\n{playlist_api_doc... |
API Pagination Parameters (simple_note__search_notes):
page_index (integer, required: false, default: 0, constraint: value >= 0): The index of the page to return. page_limit (integer, required: false, default: 5, constraint: value >= 1, <= 20): The maximum number of results to return per page.
Response for page_index=... | The empty response on page 6 confirms completeness; the one-item page 5 does not | The API's default page_limit is 5. The response for page_index=5 contains exactly 1 note, which is fewer than the 5-item page limit. However, a short page (fewer items than page_limit) does not definitively indicate that no further results exist; additional notes could still appear on later pages. The response for page... | When paginating through a list API, a page returning fewer items than the configured page_limit does not confirm that no further results exist; the agent should request the next page_index and treat only an empty response as definitive confirmation that enumeration is complete. | {
"pagination_params": "page_index (integer, required: false, default: 0, constraint: value >= 0): The index of the page to return. page_limit (integer, required: false, default: 5, constraint: value >= 1, <= 20): The maximum number of results to return per page.",
"short_page_response": "raw:state_10",
"empty_pa... | FuzzyMatch | [] | 4fd82448c1bcd6c785cc2de9 | 6c2c621_2:rollout:0:trajectory:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "API Pagination Parameters (simple_note__search_notes):\n{pagination_params}\n\nResponse for page_index=5:\n{short_page_response}\n\nResponse for page_index=6:\n{empty_page_response}\n\nQuestion:\n{question}",
"source_selection": {
"pagination_params"... |
PAGINATION HISTORY:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spotify?
Action 0
[Reasoning / assistant content]
I need to inspect the Spotify APIs before retrieving and counting... | No, 7 items returned is fewer than the 20-item page limit, so pagination is complete. | The API calls in the history show page_limit set to 20. Page 0 (visible in history) returned 20 transactions, and page 1 (visible in history) also returned 20 transactions, confirming full pages. The current page result (page_index=2) contains only 7 transactions (IDs 5684 through 5690). Because 7 is fewer than the req... | When a paginated API returns fewer items than the requested page limit, the result set is exhausted and pagination should terminate immediately, avoiding a redundant empty-page request before proceeding to process the collected data. | {
"history": "raw:history_12",
"current_page": "raw:state_13",
"question": "You are considering calling venmo__show_transactions again with page_index=3, page_limit=20, and the same date and direction filters to retrieve additional received transactions. Should you make this call, and what specific evidence from ... | FuzzyMatch | [] | 52c98ec9548d504859fc0e1b | 23cf851_2:rollout:1:step:2:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "PAGINATION HISTORY:\n{history}\n\nCURRENT PAGE RESULT (page_index=2):\n{current_page}\n\nQuestion:\n{question}",
"source_selection": {
"history": "raw:history_12",
"current_page": "raw:state_13",
"question": "You are considering calling venmo... |
API Call and Response Evidence:
An agent called the inventory__search_products API with arguments: {"search_query": "widget", "region": "US", "api_key": "tok_123"}. The system returned: 'Execution failed. Exception: Unexpected parameter api_key passed to the search_products API of the inventory app. Allowed parameters ... | No, region is also not in the allowed parameters list | The error explicitly enumerates the allowed parameters: [search_query, category, min_price, max_price, page_index, page_limit, sort_by]. The proposed retry passes two arguments: search_query and region. While search_query appears in the allowed set, region does not. The concept requires retrying using only the enumerat... | When an API call fails with an error that explicitly enumerates the allowed parameters, remove the unlisted parameter and retry using only the enumerated set rather than guessing alternative names. This correction immediately unblocks progress, avoiding further trial-and-error or repeated failures on parameter validati... | {
"evidence": "An agent called the inventory__search_products API with arguments: {\"search_query\": \"widget\", \"region\": \"US\", \"api_key\": \"tok_123\"}. The system returned: 'Execution failed. Exception: Unexpected parameter api_key passed to the search_products API of the inventory app. Allowed parameters are... | FuzzyMatch | [] | 53cb530bb587c6c9ac29198d | e85d92a_1:rollout:2:trajectory:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "API Call and Response Evidence:\n{evidence}\n\nQuestion:\n{question}",
"source_selection": {
"evidence": "An agent called the inventory__search_products API with arguments: {\"search_query\": \"widget\", \"region\": \"US\", \"api_key\": \"tok_123\"}.... |
Task context and progress:
You are sending the phone message 'Make an account on venmo please.' to Chris McCoy's roommates and friends who do not have a Venmo account. Contact search identified 3 roommates (Lindsey Simpson 3567801924, Jose Harrison 2474975253, Paul Miller 3379617841) and 5 friends (Cheryl Martinez 3517... | No; check each send's result before the next to detect a single failure immediately. | The context shows four completed sends, each with its own confirmed result (IDs 16793, 16795, 16797, 16799), establishing that each send is verified individually before the next one is initiated. The colleague's suggestion to fire all four remaining messages in succession and only review results together at the end wou... | When performing the same action on multiple targets in a batch, confirm the individual result of each target before initiating the next send, so that a failure on any single item is detected immediately rather than discovered only after the entire batch completes. | {
"context": "You are sending the phone message 'Make an account on venmo please.' to Chris McCoy's roommates and friends who do not have a Venmo account. Contact search identified 3 roommates (Lindsey Simpson 3567801924, Jose Harrison 2474975253, Paul Miller 3379617841) and 5 friends (Cheryl Martinez 3517418245, Cor... | FuzzyMatch | [] | 57928ef8135105ca336bfe5f | 0d8a4ee_3:rollout:1:step:1:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Task context and progress:\n{context}\n\nMost recent confirmed send result:\n{current_state}\n\nQuestion:\n{question}",
"source_selection": {
"context": "You are sending the phone message 'Make an account on venmo please.' to Chris McCoy's roommates ... |
Query Results:
Query 1 – venmo__show_transactions with access_token (valid Bearer), direction="received", min_created_at="2024-02-01", page_index=0, page_limit=20. Result: [] (empty list, no transactions).
Query 2 – venmo__show_transactions with the same access_token, direction="received", page_index=0, page_limit=20,... | Wrong year assumption caused the empty result, not absence of data; timestamps show 2022-2023 records. | The only parameter differing between Query 1 and Query 2 is min_created_at (2024-02-01 vs. absent). Query 2 returns 20 received transactions, so records absolutely exist. Every visible created_at value falls in 2022 or 2023, meaning all records predate the assumed 2024-02-01 lower bound. Because the data exists but sit... | When a date-filtered query returns an empty result, attribute the emptiness to a potentially incorrect date assumption rather than absence of data; verify by removing the filter to observe actual record timestamps, then re-query with the corrected date range. | {
"evidence": "Query 1 – venmo__show_transactions with access_token (valid Bearer), direction=\"received\", min_created_at=\"2024-02-01\", page_index=0, page_limit=20. Result: [] (empty list, no transactions).\n\nQuery 2 – venmo__show_transactions with the same access_token, direction=\"received\", page_index=0, page... | FuzzyMatch | [] | 5877fbf9a334729301e93afa | d0b1f43_2:rollout:2:trajectory:concept_category:declarative | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Query Results:\n{evidence}\n\nQuestion:\n{question}",
"source_selection": {
"evidence": "Query 1 – venmo__show_transactions with access_token (valid Bearer), direction=\"received\", min_created_at=\"2024-02-01\", page_index=0, page_limit=20. Result: ... |
Interaction History:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spotify?
Action 0
[Reasoning / assistant content]
I need to inspect the Spotify APIs before retrieving and countin... | No; the empty page 2 means pagination is complete. Deny the qualifying requests. | From the interaction history, the agent called venmo__show_received_payment_requests with status 'pending' and page_limit 20 three times: page_index 0 returned 20 payment requests, page_index 1 returned 1 payment request (id 1844), and page_index 2 returned an empty array []. An empty page in a sequential pagination in... | When a paginated API query for a subsequent page returns an empty result set, that confirms all matching items were already retrieved on earlier pages; the agent should cease further pagination and proceed to execute the intended bulk operation on the complete collected set. | {
"history": "raw:history_6",
"question": "The agent proposes calling venmo__show_received_payment_requests with page_index 3, the same access_token, status 'pending', and page_limit 20 to check for any additional requests before beginning denials. Is this call justified, and what should the agent do instead?\nAnsw... | FuzzyMatch | [] | 590ab8602f45ea57780ac0a4 | 6ea6792_2:rollout:0:step:1:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Interaction History:\n{history}\n\nQuestion:\n{question}",
"source_selection": {
"history": "raw:history_6",
"question": "The agent proposes calling venmo__show_received_payment_requests with page_index 3, the same access_token, status 'pending',... |
Working in the AppWorld environment using the Venmo and Phone apps.
Interaction history (steps 0 through 12):
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Spotify?
Action 0
[Reaso... | Drop the direction parameter because Anita sent the payment to Jamie, not received it. | The unfiltered search for 'Enchanted Eats' (step 9→10) returned transaction 8226: sender Anita Burch, receiver Jamie Solomon, $20.00, dated 2023-05-17. The API documentation for venmo__show_transactions (step 9) defines the direction parameter as filtering by 'sent' or 'received' relative to the authenticated user. The... | When a venmo show_transactions query filtered by user_email and direction returns empty results for a transaction whose sender and receiver are already known from prior unfiltered results, the direction value contradicts the actual money flow relative to the authenticated user; dropping the direction parameter recovers... | {
"history": "raw:history_12",
"empty_result": "raw:state_13",
"question": "The filtered query using user_email and direction returned no results, yet an earlier unfiltered search already showed a $20 Enchanted Eats transaction between Anita and Jamie on 2023-05-17. What single parameter change recovers that tran... | FuzzyMatch | [] | 59104b2a6b4dd3be515f571e | 383cbac_2:rollout:3:step:1:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "Working in the AppWorld environment using the Venmo and Phone apps.\n\nInteraction history (steps 0 through 12):\n{history}\n\nResult returned by the filtered query in the last step:\n{empty_result}\n\nQuestion:\n{question}",
"source_selection": {
"h... |
This task takes place in the AppWorld environment using the Spotify app.
Interaction history through the failing search_songs call:
INTERACTION HISTORY
[STEP 0]
State 0
Example 1
My name is Joyce Weaver. My personal email is joyce-weav@gmail.com and phone number is 3155673041.
Task: How many playlists do I have in Sp... | Yes, it removes the disallowed access_token and uses only allowed parameters: genre, page_index, page_limit | The error message explicitly states: "Unexpected parameter 'access_token' passed to the search_songs API of the spotify app. Allowed parameters are: ['query', 'artist_id', 'album_id', 'genre', 'min_release_date', 'max_release_date', 'min_duration', 'max_duration', 'min_rating', 'max_rating', 'min_like_count', 'max_like... | When a spotify__search_songs call fails with an 'unexpected parameter' error that lists the allowed parameters, omit the disallowed parameter (such as access_token) and retry using only the listed parameters to obtain valid search results. | {
"context": "raw:history_12",
"error": "raw:state_13",
"retry": "appworld_execute_api with name 'spotify__search_songs' and arguments: genre='classical', page_index=0, page_limit=20",
"goal": "raw:goal",
"question": "After the search_songs call failed with an unexpected parameter error, the agent issued a re... | FuzzyMatch | [] | 5ab072a5ab2969b407e5a30c | e3d6c94_1:rollout:2:step:1:concept_category:procedural | {
"item_index": 0,
"rollout_index": 0,
"input_template": "This task takes place in the AppWorld environment using the Spotify app.\n\nInteraction history through the failing search_songs call:\n{context}\n\nError message returned by the failed call:\n{error}\n\nAgent's retry call:\n{retry}\n\nTask objective:\n{go... |
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