ACH-debit holds released before scheduled settlementPayments & Transfers

12 verifiers · 6 LLM-graded

EnvironmentsConfluenceJiraSlackZeta3 SQL

TaxonomyPayments & TransfersPayments & Transfers

All trialsGPT-5.5Trial 06

All trials10 trials Trial 0150%Trial 0291.7%Trial 03100%Trial 04100%Trial 0516.7%Trial 0650%Trial 07100%Trial 0891.7%Trial 09100%Trial 10100%

50%

Trial reward

GPT-5.5Fail

Trial 06 — 8th of 10 by reward score. This model averages 80% across 10 trials on this task.

6/12Checks passed
36Turns
58Tool calls
3.4mTime

Missed 6 of 12 checks — answer_early_release_count, answer_exposure_usd and answer_timing_and_service_split and 3 more.

checks (12)

answer_early_release_countLLMFail
Failure mode Wrong answer
Reason assertion_failed
answer_exposure_usdLLMFail
Reason assertion_failed
answer_timing_and_service_splitLLMFail
Reason assertion_failed
deliverable_jira_ticket_filedPass
deliverable_slack_channel_existsPass
deliverable_slack_message_contentLLMFail
Reason assertion_failed
floor_all_connectorsPass
floor_read_source_confluencePass
floor_sql_investigationPass
floor_write_backPass
trace_all_connectors_and_trapLLMFail
Reason assertion_failed
trace_hold_release_methodLLMFail
Reason assertion_failed

User prompt → 36 turns · 58 tool calls → final response

1get_pages, list_tables2

Tool execution only — no assistant text

get_pagestitle=TP Updated ACH Api Build Plan, body-format=storage, limit=10, status=["current"]4k chars

Arguments

title=TP Updated ACH Api Build Plan, body-format=storage, limit=10, status=["current"]

Output

success: true
error_message: null
tools_list: null
tool_result:
  results:
    -
      id: 23
      status: current
      title: TP Updated ACH Api Build Plan
      spaceId: 2
      parentId: 22
      parentType: page
      position: 1
      authorId: 557058:6d8b9c4e-2f4a-4a8d-9c1d-1b9a3d6e7f12
      ownerId: 557058:6d8b9c4e-2f4a-4a8d-9c1d-1b9a3d6e7f12
      lastOwnerId: null
      subtype: null
      createdAt: 2025-09-25T09:10:16.493Z
      version:
        createdAt: 2025-09-25T09:10:16.493Z
        message: Imported from PDF export
        number: 1
        minorEdit: false
        authorId: 557058:6d8b9c4e-2f4a-4a8d-9c1d-1b9a3d6e7f12
      body:
        storage:
          representation: storage
          value: <h1>TP Updated ACH Api Build Plan</h1><p>Definitions ach_credit: When sending money from [ORGANIZATION_0001] to a counterparty</p><p>ach_debit: When pulling funds from a counterparty into [ORGANIZATION_0001]</p><p>How the current system works ACH Credit Transfer is created. We process transfers in the sameday or standard

… 3,020 more characters of output in the raw trajectory.

list_tablescatalog_name=zeta3, schema_name=rds, max_results=50, omit_columns=true, omit_properties=false, omit_username=true12k chars

Arguments

catalog_name=zeta3, schema_name=rds, max_results=50, omit_columns=true, omit_properties=false, omit_username=true

Output

tables:
  -
    name: account_applications
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.account_applications
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
    properties:
      zeta3.delivery: delivery-2
      zeta3.total_row_count: 37328
      zeta3.sample_row_count: 37328
      zeta3.as_of_enforced: true
    created_at: 2026-07-15T04:58:37+00:00
    updated_at: 2026-07-15T04:58:37+00:00
  -
    name: account_ownerships
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.account_ownerships
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
    properties: {}

… 11,021 more characters of output in the raw trajectory.

2get_table6

Tool execution only — no assistant text

get_tablefull_name=zeta3.rds.transfers10k chars

Arguments

full_name=zeta3.rds.transfers

Output

name: transfers
catalog_name: zeta3
schema_name: rds
table_type: EXTERNAL
data_source_format: CSV
comment: ""
full_name: zeta3.rds.transfers
storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
properties:
  zeta3.delivery: delivery-2
  zeta3.total_row_count: 685906
  zeta3.sample_row_count: 685906
  zeta3.as_of_enforced: true
columns:
  -
    name: id
    type_name: INT
    type_text: INT
    position: 0
    nullable: true
    comment: ""
  -
    name: from_id
    type_name: INT
    type_text: INT
    position: 1
    nullable: true
    comment: ""
  -
    name: from_type
    type_name: STRING
    type_text: STRING
    position: 2
    nullable: true
    comment: ""
  -
    name: to_id
    type_name: INT
    type_text: INT

… 8,921 more characters of output in the raw trajectory.

get_tablefull_name=zeta3.rds.accounts12k chars

Arguments

full_name=zeta3.rds.accounts

Output

{
  "name": "accounts",
  "catalog_name": "zeta3",
  "schema_name": "rds",
  "table_type": "EXTERNAL",
  "data_source_format": "CSV",
  "comment": "Bank accounts: account_number_archive, routing_number_archive, nickname, mask, balances, account holder details",
  "full_name": "zeta3.rds.accounts",
  "storage_location": "file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb",
  "properties": {
    "zeta3.delivery": "delivery-1",
    "zeta3.total_row_count": "17947",
    "zeta3.sample_row_count": "17947",
    "zeta3.as_of_enforced": "true"
  },
  "columns": [
    {
      "name": "id",
      "type_name": "INT",
      "type_text": "INT",
      "position": 0,
      "nullable": true,
      "comment": ""
    },
    {
      "name": "tp_id",
      "type_name": "STRING",
      "type_text": "STRING",
      "position": 1,
      "nullable": true,
      "comment": ""
    },
    {
      "name": "status",
      "type_name": "STRING",
      "type_text": "STRING",
      "position": 2,
      "nullable": tru

… 11,021 more characters of output in the raw trajectory.

get_tablefull_name=zeta3.rds.disbursements2k chars

Arguments

full_name=zeta3.rds.disbursements

Output

name: disbursements
catalog_name: zeta3
schema_name: rds
table_type: EXTERNAL
data_source_format: CSV
comment: ""
full_name: zeta3.rds.disbursements
storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
properties:
  zeta3.delivery: delivery-2
  zeta3.total_row_count: 45003
  zeta3.sample_row_count: 45003
  zeta3.as_of_enforced: true
columns:
  -
    name: id
    type_name: INT
    type_text: INT
    position: 0
    nullable: true
    comment: ""
  -
    name: creator_id
    type_name: INT
    type_text: INT
    position: 1
    nullable: true
    comment: ""
  -
    name: effects
    type_name: STRING
    type_text: STRING
    position: 2
    nullable: true
    comment: ""
  -
    name: source_id
    type_name: INT

… 927 more characters of output in the raw trajectory.

get_tablefull_name=zeta3.rds.ledger_disbursementsERR

Arguments

full_name=zeta3.rds.ledger_disbursements

Output

API call failed with status 404: {
  "error_code": "RESOURCE_DOES_NOT_EXIST",
  "message": "Table 'zeta3.rds.ledger_disbursements' not found in Zeta3 catalog"
}

get_tablefull_name=zeta3.rds.tran_events4k chars

Arguments

full_name=zeta3.rds.tran_events

Output

name: tran_events
catalog_name: zeta3
schema_name: rds
table_type: EXTERNAL
data_source_format: CSV
comment: ""
full_name: zeta3.rds.tran_events
storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
properties:
  zeta3.delivery: delivery-2
  zeta3.total_row_count: 5785146
  zeta3.sample_row_count: 5785146
  zeta3.as_of_enforced: true
columns:
  -
    name: id
    type_name: INT
    type_text: INT
    position: 0
    nullable: true
    comment: ""
  -
    name: account_id
    type_name: INT
    type_text: INT
    position: 1
    nullable: true
    comment: ""
  -
    name: trace_id
    type_name: STRING
    type_text: STRING
    position: 2
    nullable: true
    comment: ""
  -
    name: date
    type_name: TIMESTAMP

… 3,255 more characters of output in the raw trajectory.

get_tablefull_name=zeta3.rds.transactionsERR

Arguments

full_name=zeta3.rds.transactions

Output

API call failed with status 404: {
  "error_code": "RESOURCE_DOES_NOT_EXIST",
  "message": "Table 'zeta3.rds.transactions' not found in Zeta3 catalog"
}

3list_tables1

Tool execution only — no assistant text

list_tablescatalog_name=zeta3, schema_name=rds, max_results=50, page_token=???, omit_columns=true, omit_properties=true, omit_username=trueERR

Arguments

catalog_name=zeta3, schema_name=rds, max_results=50, page_token=???, omit_columns=true, omit_properties=true, omit_username=true

Output

API call failed with status 400: {
  "error_code": "BAD_REQUEST",
  "message": "page_token must be a non-negative integer offset"
}

4list_tables3

Tool execution only — no assistant text

list_tablescatalog_name=zeta3, schema_name=rds, max_results=50, page_token=50, omit_columns=true, omit_properties=true, omit_username=true12k chars

Arguments

catalog_name=zeta3, schema_name=rds, max_results=50, page_token=50, omit_columns=true, omit_properties=true, omit_username=true

Output

tables:
  -
    name: kyc_data
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.kyc_data
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
    created_at: 2026-07-15T05:19:02+00:00
    updated_at: 2026-07-15T05:19:02+00:00
  -
    name: ledger_items
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.ledger_items
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
    created_at: 2026-07-15T05:19:17+00:00
    updated_at: 2026-07-15T05:19:17+00:00
  -
    name: limit_restriction_changes
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL

… 11,021 more characters of output in the raw trajectory.

list_tablescatalog_name=zeta3, schema_name=rds, max_results=50, page_token=100, omit_columns=true, omit_properties=true, omit_username=true12k chars

Arguments

catalog_name=zeta3, schema_name=rds, max_results=50, page_token=100, omit_columns=true, omit_properties=true, omit_username=true

Output

tables:
  -
    name: cohorts
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.cohorts
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
    created_at: 2026-07-24T23:19:15+00:00
    updated_at: 2026-07-24T23:19:15+00:00
  -
    name: comment_read_receipts
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.comment_read_receipts
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
    created_at: 2026-07-24T23:19:15+00:00
    updated_at: 2026-07-24T23:19:15+00:00
  -
    name: companions
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL

… 11,021 more characters of output in the raw trajectory.

list_tablescatalog_name=zeta3, schema_name=rds, max_results=50, page_token=150, omit_columns=true, omit_properties=true, omit_username=true8k chars

Arguments

catalog_name=zeta3, schema_name=rds, max_results=50, page_token=150, omit_columns=true, omit_properties=true, omit_username=true

Output

tables:
  -
    name: sms_logs
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.sms_logs
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
    created_at: 2026-07-24T23:19:15+00:00
    updated_at: 2026-07-24T23:19:15+00:00
  -
    name: source_access_tokens
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.source_access_tokens
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
    created_at: 2026-07-24T23:19:15+00:00
    updated_at: 2026-07-24T23:19:15+00:00
  -
    name: subaccount_user_preferences
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL

… 6,969 more characters of output in the raw trajectory.

5get_table5

Tool execution only — no assistant text

get_tablefull_name=zeta3.rds.ledger_items2k chars

Arguments

full_name=zeta3.rds.ledger_items

Output

name: ledger_items
catalog_name: zeta3
schema_name: rds
table_type: EXTERNAL
data_source_format: CSV
comment: ""
full_name: zeta3.rds.ledger_items
storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
properties:
  zeta3.delivery: delivery-2
  zeta3.total_row_count: 1005425
  zeta3.sample_row_count: 1005425
  zeta3.as_of_enforced: true
columns:
  -
    name: id
    type_name: INT
    type_text: INT
    position: 0
    nullable: true
    comment: ""
  -
    name: subaccount_id
    type_name: INT
    type_text: INT
    position: 1
    nullable: true
    comment: ""
  -
    name: source_id
    type_name: INT
    type_text: INT
    position: 2
    nullable: true
    comment: ""
  -
    name: source_type
    type_name: STRING

… 1,438 more characters of output in the raw trajectory.

get_tablefull_name=zeta3.rds.transfer_digests2k chars

Arguments

full_name=zeta3.rds.transfer_digests

Output

name: transfer_digests
catalog_name: zeta3
schema_name: rds
table_type: EXTERNAL
data_source_format: CSV
comment: ""
full_name: zeta3.rds.transfer_digests
storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
properties:
  zeta3.delivery: delivery-2
  zeta3.total_row_count: 112291
  zeta3.sample_row_count: 112291
  zeta3.as_of_enforced: true
columns:
  -
    name: id
    type_name: BIGINT
    type_text: BIGINT
    position: 0
    nullable: true
    comment: ""
  -
    name: user_id
    type_name: BIGINT
    type_text: BIGINT
    position: 1
    nullable: true
    comment: ""
  -
    name: process_date
    type_name: DATE
    type_text: DATE
    position: 2
    nullable: true
    comment: ""
  -
    name: delivered_at

… 786 more characters of output in the raw trajectory.

get_tablefull_name=zeta3.rds.trans9k chars

Arguments

full_name=zeta3.rds.trans

Output

name: trans
catalog_name: zeta3
schema_name: rds
table_type: EXTERNAL
data_source_format: CSV
comment: Transactions: amounts, merchant names, descriptions, check numbers, merchant locations, card IDs (73 cols, 4M source rows)
full_name: zeta3.rds.trans
storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
properties:
  zeta3.delivery: delivery-1
  zeta3.total_row_count: 4091331
  zeta3.sample_row_count: 4091331
  zeta3.as_of_enforced: true
columns:
  -
    name: id
    type_name: INT
    type_text: INT
    position: 0
    nullable: true
    comment: ""
  -
    name: account_id
    type_name: INT
    type_text: INT
    position: 1
    nullable: true
    comment: ""
  -
    name: occurred_at
    type_name: TIMESTAMP
    type_text: TIMESTAMP
    position: 2

… 8,371 more characters of output in the raw trajectory.

get_tablefull_name=zeta3.rds.banks12k chars

Arguments

full_name=zeta3.rds.banks

Output

name: banks
catalog_name: zeta3
schema_name: rds
table_type: EXTERNAL
data_source_format: CSV
comment: ""
full_name: zeta3.rds.banks
storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
properties:
  zeta3.delivery: delivery-2
  zeta3.total_row_count: 2
  zeta3.sample_row_count: 2
  zeta3.as_of_enforced: true
columns:
  -
    name: id
    type_name: INT
    type_text: INT
    position: 0
    nullable: true
    comment: ""
  -
    name: name
    type_name: STRING
    type_text: STRING
    position: 1
    nullable: true
    comment: ""
  -
    name: full_name
    type_name: STRING
    type_text: STRING
    position: 2
    nullable: true
    comment: ""
  -
    name: street_address_1
    type_name: STRING
    type_text: STRI

… 11,021 more characters of output in the raw trajectory.

get_tablefull_name=zeta3.rds.external_transactions4k chars

Arguments

full_name=zeta3.rds.external_transactions

Output

name: external_transactions
catalog_name: zeta3
schema_name: rds
table_type: EXTERNAL
data_source_format: CSV
comment: ""
full_name: zeta3.rds.external_transactions
storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
properties:
  zeta3.delivery: delivery-2
  zeta3.total_row_count: 3931812
  zeta3.sample_row_count: 3931812
  zeta3.as_of_enforced: true
columns:
  -
    name: id
    type_name: BIGINT
    type_text: BIGINT
    position: 0
    nullable: true
    comment: ""
  -
    name: source_type
    type_name: VARCHAR
    type_text: VARCHAR
    position: 1
    nullable: true
    comment: ""
  -
    name: source_id
    type_name: BIGINT
    type_text: BIGINT
    position: 2
    nullable: true
    comment: ""
  -
    name: account_id

… 2,988 more characters of output in the raw trajectory.

6get_pages1

Tool execution only — no assistant text

get_pagestitle=TP Updated ACH Api Build Plan, body-format=storage, limit=104k chars

Arguments

title=TP Updated ACH Api Build Plan, body-format=storage, limit=10

Output

success: true
error_message: null
tools_list: null
tool_result:
  results:
    -
      id: 23
      status: current
      title: TP Updated ACH Api Build Plan
      spaceId: 2
      parentId: 22
      parentType: page
      position: 1
      authorId: 557058:6d8b9c4e-2f4a-4a8d-9c1d-1b9a3d6e7f12
      ownerId: 557058:6d8b9c4e-2f4a-4a8d-9c1d-1b9a3d6e7f12
      lastOwnerId: null
      subtype: null
      createdAt: 2025-09-25T09:10:16.493Z
      version:
        createdAt: 2025-09-25T09:10:16.493Z
        message: Imported from PDF export
        number: 1
        minorEdit: false
        authorId: 557058:6d8b9c4e-2f4a-4a8d-9c1d-1b9a3d6e7f12
      body:
        storage:
          representation: storage
          value: <h1>TP Updated ACH Api Build Plan</h1><p>Definitions ach_credit: When sending money from [ORGANIZATION_0001] to a counterparty</p><p>ach_debit: When pulling funds from a counterparty into [ORGANIZATION_0001]</p><p>How the current system works ACH Credit Transfer is created. We process transfers in the sameday or standard

… 3,020 more characters of output in the raw trajectory.

7get_table3

Tool execution only — no assistant text

get_tablefull_name=zeta3.rds.transfers10k chars

Arguments

full_name=zeta3.rds.transfers

Output

name: transfers
catalog_name: zeta3
schema_name: rds
table_type: EXTERNAL
data_source_format: CSV
comment: ""
full_name: zeta3.rds.transfers
storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
properties:
  zeta3.delivery: delivery-2
  zeta3.total_row_count: 685906
  zeta3.sample_row_count: 685906
  zeta3.as_of_enforced: true
columns:
  -
    name: id
    type_name: INT
    type_text: INT
    position: 0
    nullable: true
    comment: ""
  -
    name: from_id
    type_name: INT
    type_text: INT
    position: 1
    nullable: true
    comment: ""
  -
    name: from_type
    type_name: STRING
    type_text: STRING
    position: 2
    nullable: true
    comment: ""
  -
    name: to_id
    type_name: INT
    type_text: INT

… 8,921 more characters of output in the raw trajectory.

get_tablefull_name=zeta3.rds.accounts12k chars

Arguments

full_name=zeta3.rds.accounts

Output

{
  "name": "accounts",
  "catalog_name": "zeta3",
  "schema_name": "rds",
  "table_type": "EXTERNAL",
  "data_source_format": "CSV",
  "comment": "Bank accounts: account_number_archive, routing_number_archive, nickname, mask, balances, account holder details",
  "full_name": "zeta3.rds.accounts",
  "storage_location": "file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb",
  "properties": {
    "zeta3.delivery": "delivery-1",
    "zeta3.total_row_count": "17947",
    "zeta3.sample_row_count": "17947",
    "zeta3.as_of_enforced": "true"
  },
  "columns": [
    {
      "name": "id",
      "type_name": "INT",
      "type_text": "INT",
      "position": 0,
      "nullable": true,
      "comment": ""
    },
    {
      "name": "tp_id",
      "type_name": "STRING",
      "type_text": "STRING",
      "position": 1,
      "nullable": true,
      "comment": ""
    },
    {
      "name": "status",
      "type_name": "STRING",
      "type_text": "STRING",
      "position": 2,
      "nullable": tru

… 11,021 more characters of output in the raw trajectory.

get_tablefull_name=zeta3.rds.subaccounts5k chars

Arguments

full_name=zeta3.rds.subaccounts

Output

name: subaccounts
catalog_name: zeta3
schema_name: rds
table_type: EXTERNAL
data_source_format: CSV
comment: Savings goals: nickname, purpose, emoji (hard negative)
full_name: zeta3.rds.subaccounts
storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
properties:
  zeta3.delivery: delivery-1
  zeta3.total_row_count: 56283
  zeta3.sample_row_count: 56283
  zeta3.as_of_enforced: true
columns:
  -
    name: id
    type_name: INT
    type_text: INT
    position: 0
    nullable: true
    comment: ""
  -
    name: purpose
    type_name: STRING
    type_text: STRING
    position: 1
    nullable: true
    comment: ""
  -
    name: nickname
    type_name: STRING
    type_text: STRING
    position: 2
    nullable: true
    comment: ""
  - {}

… 3,719 more characters of output in the raw trajectory.

8execute_sql_statement1

Tool execution only — no assistant text

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT service, status, from_type, to_type, source_type, COUNT(*) cnt, SUM(amount_in_cents) amt FROM transfers GROUP BY 1,2,3,4,5 ORDER BY cnt DESC LIMIT 100, wait_timeout=10s, row_limit=10012k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT service, status, from_type, to_type, source_type, COUNT(*) cnt, SUM(amount_in_cents) amt
FROM transfers
GROUP BY 1,2,3,4,5
ORDER BY cnt DESC
LIMIT 100, wait_timeout=10s, row_limit=100

Output

statement_id: 650d509b-6702-4c77-b8f9-cd03ceee686f
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 7
    columns:
      -
        name: service
        position: 0
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: status
        position: 1
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: from_type
        position: 2
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: to_type
        position: 3

… 11,021 more characters of output in the raw trajectory.

9execute_sql_statement1

Tool execution only — no assistant text

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT source_type, originated_from, notes, COUNT(*) cnt, SUM(COALESCE(credit_amount_in_cents,0)) credits, SUM(COALESCE(debit_amount_in_cents,0)) debits FROM ledger_items GROUP BY 1,2,3 ORDER BY cnt DESC LIMIT 80, wait_timeout=10s, row_limit=8012k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT source_type, originated_from, notes, COUNT(*) cnt, SUM(COALESCE(credit_amount_in_cents,0)) credits, SUM(COALESCE(debit_amount_in_cents,0)) debits
FROM ledger_items
GROUP BY 1,2,3
ORDER BY cnt DESC
LIMIT 80, wait_timeout=10s, row_limit=80

Output

statement_id: 150bc539-36e8-4678-949b-e32eb21acbcb
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 6
    columns:
      -
        name: source_type
        position: 0
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: originated_from
        position: 1
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: notes
        position: 2
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: cnt

… 11,021 more characters of output in the raw trajectory.

10get_table1

Tool execution only — no assistant text

get_tablefull_name=zeta3.rds.ledger_items2k chars

Arguments

full_name=zeta3.rds.ledger_items

Output

name: ledger_items
catalog_name: zeta3
schema_name: rds
table_type: EXTERNAL
data_source_format: CSV
comment: ""
full_name: zeta3.rds.ledger_items
storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
properties:
  zeta3.delivery: delivery-2
  zeta3.total_row_count: 1005425
  zeta3.sample_row_count: 1005425
  zeta3.as_of_enforced: true
columns:
  -
    name: id
    type_name: INT
    type_text: INT
    position: 0
    nullable: true
    comment: ""
  -
    name: subaccount_id
    type_name: INT
    type_text: INT
    position: 1
    nullable: true
    comment: ""
  -
    name: source_id
    type_name: INT
    type_text: INT
    position: 2
    nullable: true
    comment: ""
  -
    name: source_type
    type_name: STRING

… 1,438 more characters of output in the raw trajectory.

11list_tables1

Tool execution only — no assistant text

list_tablescatalog_name=zeta3, schema_name=rds, max_results=50, omit_columns=true12k chars

Arguments

catalog_name=zeta3, schema_name=rds, max_results=50, omit_columns=true

Output

tables:
  -
    name: account_applications
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.account_applications
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
    properties:
      zeta3.delivery: delivery-2
      zeta3.total_row_count: 37328
      zeta3.sample_row_count: 37328
      zeta3.as_of_enforced: true
    owner: zeta3
    created_by: zeta3
    updated_by: zeta3
    created_at: 2026-07-15T04:58:37+00:00
    updated_at: 2026-07-15T04:58:37+00:00
  -
    name: account_ownerships
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.account_ownerships
    storage_location: file:///gyms

… 11,021 more characters of output in the raw trajectory.

12list_tables1

Tool execution only — no assistant text

list_tablescatalog_name=zeta3, schema_name=rds, max_results=50, page_token=eyJpIjo1MH0, omit_columns=trueERR

Arguments

catalog_name=zeta3, schema_name=rds, max_results=50, page_token=eyJpIjo1MH0, omit_columns=true

Output

API call failed with status 400: {
  "error_code": "BAD_REQUEST",
  "message": "page_token must be a non-negative integer offset"
}

13list_tables1

Tool execution only — no assistant text

list_tablescatalog_name=zeta3, schema_name=rds, max_results=50, page_token=50, omit_columns=true12k chars

Arguments

catalog_name=zeta3, schema_name=rds, max_results=50, page_token=50, omit_columns=true

Output

tables:
  -
    name: kyc_data
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.kyc_data
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
    properties:
      zeta3.delivery: delivery-2
      zeta3.total_row_count: 61378
      zeta3.sample_row_count: 61378
      zeta3.as_of_enforced: true
    owner: zeta3
    created_by: zeta3
    updated_by: zeta3
    created_at: 2026-07-15T05:19:02+00:00
    updated_at: 2026-07-15T05:19:02+00:00
  -
    name: ledger_items
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.ledger_items
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duck

… 11,021 more characters of output in the raw trajectory.

14list_tables1

Tool execution only — no assistant text

list_tablescatalog_name=zeta3, schema_name=rds, max_results=50, page_token=100, omit_columns=true12k chars

Arguments

catalog_name=zeta3, schema_name=rds, max_results=50, page_token=100, omit_columns=true

Output

tables:
  -
    name: cohorts
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.cohorts
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
    properties:
      zeta3.delivery: delivery-2
      zeta3.total_row_count: 4
      zeta3.sample_row_count: 4
      zeta3.as_of_enforced: true
    owner: zeta3
    created_by: zeta3
    updated_by: zeta3
    created_at: 2026-07-24T23:19:15+00:00
    updated_at: 2026-07-24T23:19:15+00:00
  -
    name: comment_read_receipts
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.comment_read_receipts
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/ze

… 11,021 more characters of output in the raw trajectory.

15get_pages1

Tool execution only — no assistant text

get_pagestitle=TP Updated ACH Api Build Plan, body-format=storage, limit=104k chars

Arguments

title=TP Updated ACH Api Build Plan, body-format=storage, limit=10

Output

success: true
error_message: null
tools_list: null
tool_result:
  results:
    -
      id: 23
      status: current
      title: TP Updated ACH Api Build Plan
      spaceId: 2
      parentId: 22
      parentType: page
      position: 1
      authorId: 557058:6d8b9c4e-2f4a-4a8d-9c1d-1b9a3d6e7f12
      ownerId: 557058:6d8b9c4e-2f4a-4a8d-9c1d-1b9a3d6e7f12
      lastOwnerId: null
      subtype: null
      createdAt: 2025-09-25T09:10:16.493Z
      version:
        createdAt: 2025-09-25T09:10:16.493Z
        message: Imported from PDF export
        number: 1
        minorEdit: false
        authorId: 557058:6d8b9c4e-2f4a-4a8d-9c1d-1b9a3d6e7f12
      body:
        storage:
          representation: storage
          value: <h1>TP Updated ACH Api Build Plan</h1><p>Definitions ach_credit: When sending money from [ORGANIZATION_0001] to a counterparty</p><p>ach_debit: When pulling funds from a counterparty into [ORGANIZATION_0001]</p><p>How the current system works ACH Credit Transfer is created. We process transfers in the sameday or standard

… 3,020 more characters of output in the raw trajectory.

16get_table1

Tool execution only — no assistant text

get_tablefull_name=zeta3.rds.transfers10k chars

Arguments

full_name=zeta3.rds.transfers

Output

name: transfers
catalog_name: zeta3
schema_name: rds
table_type: EXTERNAL
data_source_format: CSV
comment: ""
full_name: zeta3.rds.transfers
storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
properties:
  zeta3.delivery: delivery-2
  zeta3.total_row_count: 685906
  zeta3.sample_row_count: 685906
  zeta3.as_of_enforced: true
columns:
  -
    name: id
    type_name: INT
    type_text: INT
    position: 0
    nullable: true
    comment: ""
  -
    name: from_id
    type_name: INT
    type_text: INT
    position: 1
    nullable: true
    comment: ""
  -
    name: from_type
    type_name: STRING
    type_text: STRING
    position: 2
    nullable: true
    comment: ""
  -
    name: to_id
    type_name: INT
    type_text: INT

… 8,921 more characters of output in the raw trajectory.

17get_table1

Tool execution only — no assistant text

get_tablefull_name=zeta3.rds.accounts12k chars

Arguments

full_name=zeta3.rds.accounts

Output

{
  "name": "accounts",
  "catalog_name": "zeta3",
  "schema_name": "rds",
  "table_type": "EXTERNAL",
  "data_source_format": "CSV",
  "comment": "Bank accounts: account_number_archive, routing_number_archive, nickname, mask, balances, account holder details",
  "full_name": "zeta3.rds.accounts",
  "storage_location": "file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb",
  "properties": {
    "zeta3.delivery": "delivery-1",
    "zeta3.total_row_count": "17947",
    "zeta3.sample_row_count": "17947",
    "zeta3.as_of_enforced": "true"
  },
  "columns": [
    {
      "name": "id",
      "type_name": "INT",
      "type_text": "INT",
      "position": 0,
      "nullable": true,
      "comment": ""
    },
    {
      "name": "tp_id",
      "type_name": "STRING",
      "type_text": "STRING",
      "position": 1,
      "nullable": true,
      "comment": ""
    },
    {
      "name": "status",
      "type_name": "STRING",
      "type_text": "STRING",
      "position": 2,
      "nullable": tru

… 11,021 more characters of output in the raw trajectory.

18get_table1

Tool execution only — no assistant text

get_tablefull_name=zeta3.rds.ledger_items2k chars

Arguments

full_name=zeta3.rds.ledger_items

Output

name: ledger_items
catalog_name: zeta3
schema_name: rds
table_type: EXTERNAL
data_source_format: CSV
comment: ""
full_name: zeta3.rds.ledger_items
storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
properties:
  zeta3.delivery: delivery-2
  zeta3.total_row_count: 1005425
  zeta3.sample_row_count: 1005425
  zeta3.as_of_enforced: true
columns:
  -
    name: id
    type_name: INT
    type_text: INT
    position: 0
    nullable: true
    comment: ""
  -
    name: subaccount_id
    type_name: INT
    type_text: INT
    position: 1
    nullable: true
    comment: ""
  -
    name: source_id
    type_name: INT
    type_text: INT
    position: 2
    nullable: true
    comment: ""
  -
    name: source_type
    type_name: STRING

… 1,438 more characters of output in the raw trajectory.

19list_tables1

Tool execution only — no assistant text

list_tablescatalog_name=zeta3, schema_name=rds, max_results=50, page_token=50, omit_columns=false, omit_properties=true12k chars

Arguments

catalog_name=zeta3, schema_name=rds, max_results=50, page_token=50, omit_columns=false, omit_properties=true

Output

tables:
  -
    name: kyc_data
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.kyc_data
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
    columns:
      -
        name: id
        type_name: INT
        type_text: INT
        position: 0
        nullable: true
        comment: ""
      -
        name: person_application_id
        type_name: INT
        type_text: INT
        position: 1
        nullable: true
        comment: ""
      -
        name: object_id
        type_name: STRING
        type_text: STRING
        position: 2
        nullable: true
        comment: ""
      -
        name: middesk_full
        type_name: STRING

… 11,022 more characters of output in the raw trajectory.

20list_tables1

Tool execution only — no assistant text

list_tablescatalog_name=zeta3, schema_name=rds, max_results=50, page_token=100, omit_columns=true, omit_properties=true12k chars

Arguments

catalog_name=zeta3, schema_name=rds, max_results=50, page_token=100, omit_columns=true, omit_properties=true

Output

tables:
  -
    name: cohorts
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.cohorts
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
    owner: zeta3
    created_by: zeta3
    updated_by: zeta3
    created_at: 2026-07-24T23:19:15+00:00
    updated_at: 2026-07-24T23:19:15+00:00
  -
    name: comment_read_receipts
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.comment_read_receipts
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
    owner: zeta3
    created_by: zeta3
    updated_by: zeta3
    created_at: 2026-07-24T23:19:15+00:00
    updated_at: 2026-07-24T23:19:15+00

… 11,021 more characters of output in the raw trajectory.

21list_tables1

Tool execution only — no assistant text

list_tablescatalog_name=zeta3, schema_name=rds, max_results=50, omit_columns=true, omit_properties=true12k chars

Arguments

catalog_name=zeta3, schema_name=rds, max_results=50, omit_columns=true, omit_properties=true

Output

tables:
  -
    name: account_applications
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.account_applications
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
    owner: zeta3
    created_by: zeta3
    updated_by: zeta3
    created_at: 2026-07-15T04:58:37+00:00
    updated_at: 2026-07-15T04:58:37+00:00
  -
    name: account_ownerships
    catalog_name: zeta3
    schema_name: rds
    table_type: EXTERNAL
    data_source_format: CSV
    comment: ""
    full_name: zeta3.rds.account_ownerships
    storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
    owner: zeta3
    created_by: zeta3
    updated_by: zeta3
    created_at: 2026-07-15T04:58:43+00:00
    updated_at: 20

… 11,021 more characters of output in the raw trajectory.

22get_pages, get_table4

Tool execution only — no assistant text

get_pagestitle=TP Updated ACH Api Build Plan, body-format=storage, limit=104k chars

Arguments

title=TP Updated ACH Api Build Plan, body-format=storage, limit=10

Output

success: true
error_message: null
tools_list: null
tool_result:
  results:
    -
      id: 23
      status: current
      title: TP Updated ACH Api Build Plan
      spaceId: 2
      parentId: 22
      parentType: page
      position: 1
      authorId: 557058:6d8b9c4e-2f4a-4a8d-9c1d-1b9a3d6e7f12
      ownerId: 557058:6d8b9c4e-2f4a-4a8d-9c1d-1b9a3d6e7f12
      lastOwnerId: null
      subtype: null
      createdAt: 2025-09-25T09:10:16.493Z
      version:
        createdAt: 2025-09-25T09:10:16.493Z
        message: Imported from PDF export
        number: 1
        minorEdit: false
        authorId: 557058:6d8b9c4e-2f4a-4a8d-9c1d-1b9a3d6e7f12
      body:
        storage:
          representation: storage
          value: <h1>TP Updated ACH Api Build Plan</h1><p>Definitions ach_credit: When sending money from [ORGANIZATION_0001] to a counterparty</p><p>ach_debit: When pulling funds from a counterparty into [ORGANIZATION_0001]</p><p>How the current system works ACH Credit Transfer is created. We process transfers in the sameday or standard

… 3,020 more characters of output in the raw trajectory.

get_tablefull_name=zeta3.rds.transfers10k chars

Arguments

full_name=zeta3.rds.transfers

Output

name: transfers
catalog_name: zeta3
schema_name: rds
table_type: EXTERNAL
data_source_format: CSV
comment: ""
full_name: zeta3.rds.transfers
storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
properties:
  zeta3.delivery: delivery-2
  zeta3.total_row_count: 685906
  zeta3.sample_row_count: 685906
  zeta3.as_of_enforced: true
columns:
  -
    name: id
    type_name: INT
    type_text: INT
    position: 0
    nullable: true
    comment: ""
  -
    name: from_id
    type_name: INT
    type_text: INT
    position: 1
    nullable: true
    comment: ""
  -
    name: from_type
    type_name: STRING
    type_text: STRING
    position: 2
    nullable: true
    comment: ""
  -
    name: to_id
    type_name: INT
    type_text: INT

… 8,921 more characters of output in the raw trajectory.

get_tablefull_name=zeta3.rds.disbursements2k chars

Arguments

full_name=zeta3.rds.disbursements

Output

name: disbursements
catalog_name: zeta3
schema_name: rds
table_type: EXTERNAL
data_source_format: CSV
comment: ""
full_name: zeta3.rds.disbursements
storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
properties:
  zeta3.delivery: delivery-2
  zeta3.total_row_count: 45003
  zeta3.sample_row_count: 45003
  zeta3.as_of_enforced: true
columns:
  -
    name: id
    type_name: INT
    type_text: INT
    position: 0
    nullable: true
    comment: ""
  -
    name: creator_id
    type_name: INT
    type_text: INT
    position: 1
    nullable: true
    comment: ""
  -
    name: effects
    type_name: STRING
    type_text: STRING
    position: 2
    nullable: true
    comment: ""
  -
    name: source_id
    type_name: INT

… 927 more characters of output in the raw trajectory.

get_tablefull_name=zeta3.rds.subaccounts5k chars

Arguments

full_name=zeta3.rds.subaccounts

Output

name: subaccounts
catalog_name: zeta3
schema_name: rds
table_type: EXTERNAL
data_source_format: CSV
comment: Savings goals: nickname, purpose, emoji (hard negative)
full_name: zeta3.rds.subaccounts
storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
properties:
  zeta3.delivery: delivery-1
  zeta3.total_row_count: 56283
  zeta3.sample_row_count: 56283
  zeta3.as_of_enforced: true
columns:
  -
    name: id
    type_name: INT
    type_text: INT
    position: 0
    nullable: true
    comment: ""
  -
    name: purpose
    type_name: STRING
    type_text: STRING
    position: 1
    nullable: true
    comment: ""
  -
    name: nickname
    type_name: STRING
    type_text: STRING
    position: 2
    nullable: true
    comment: ""
  - {}

… 3,719 more characters of output in the raw trajectory.

23get_table, execute_sql_statement4

Tool execution only — no assistant text

get_tablefull_name=zeta3.rds.accounts12k chars

Arguments

full_name=zeta3.rds.accounts

Output

{
  "name": "accounts",
  "catalog_name": "zeta3",
  "schema_name": "rds",
  "table_type": "EXTERNAL",
  "data_source_format": "CSV",
  "comment": "Bank accounts: account_number_archive, routing_number_archive, nickname, mask, balances, account holder details",
  "full_name": "zeta3.rds.accounts",
  "storage_location": "file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb",
  "properties": {
    "zeta3.delivery": "delivery-1",
    "zeta3.total_row_count": "17947",
    "zeta3.sample_row_count": "17947",
    "zeta3.as_of_enforced": "true"
  },
  "columns": [
    {
      "name": "id",
      "type_name": "INT",
      "type_text": "INT",
      "position": 0,
      "nullable": true,
      "comment": ""
    },
    {
      "name": "tp_id",
      "type_name": "STRING",
      "type_text": "STRING",
      "position": 1,
      "nullable": true,
      "comment": ""
    },
    {
      "name": "status",
      "type_name": "STRING",
      "type_text": "STRING",
      "position": 2,
      "nullable": tru

… 11,021 more characters of output in the raw trajectory.

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT id, source_type, source_id, effects, processed_at, created_at FROM disbursements WHERE lower(source_type) LIKE '%transfer%' LIMIT 20, wait_timeout=10s, row_limit=207k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT id, source_type, source_id, effects, processed_at, created_at FROM disbursements WHERE lower(source_type) LIKE '%transfer%' LIMIT 20, wait_timeout=10s, row_limit=20

Output

statement_id: d7738bbd-565a-4921-969f-989d354eccb6
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 6
    columns:
      -
        name: id
        position: 0
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: source_type
        position: 1
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: source_id
        position: 2
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: effects
        position: 3

… 6,014 more characters of output in the raw trajectory.

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT service, status, from_type, to_type, provider, COUNT(*) cnt FROM transfers GROUP BY 1,2,3,4,5 ORDER BY cnt DESC LIMIT 50, wait_timeout=10s, row_limit=509k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT service, status, from_type, to_type, provider, COUNT(*) cnt FROM transfers GROUP BY 1,2,3,4,5 ORDER BY cnt DESC LIMIT 50, wait_timeout=10s, row_limit=50

Output

statement_id: 01a4be80-49f7-438a-a005-91e3e0bff806
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 6
    columns:
      -
        name: service
        position: 0
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: status
        position: 1
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: from_type
        position: 2
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: to_type
        position: 3

… 7,800 more characters of output in the raw trajectory.

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT type, purpose, COUNT(*) cnt FROM subaccounts GROUP BY 1,2 ORDER BY cnt DESC LIMIT 50, wait_timeout=10s, row_limit=503k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT type, purpose, COUNT(*) cnt FROM subaccounts GROUP BY 1,2 ORDER BY cnt DESC LIMIT 50, wait_timeout=10s, row_limit=50

Output

statement_id: 704da103-73cd-48d8-95bf-d9bc716b1a11
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 3
    columns:
      -
        name: type
        position: 0
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: purpose
        position: 1
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: cnt
        position: 2
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
  total_chunk_count: 1
  total_row_count: 20

… 2,009 more characters of output in the raw trajectory.

24execute_sql_statement3

Tool execution only — no assistant text

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT category, account_type, product_code, demo, status, COUNT(*) cnt FROM accounts GROUP BY 1,2,3,4,5 ORDER BY cnt DESC LIMIT 100, wait_timeout=10s, row_limit=1003k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT category, account_type, product_code, demo, status, COUNT(*) cnt FROM accounts GROUP BY 1,2,3,4,5 ORDER BY cnt DESC LIMIT 100, wait_timeout=10s, row_limit=100

Output

statement_id: b0b484fd-c240-42ea-8a47-f19be026e4ea
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 6
    columns:
      -
        name: category
        position: 0
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: account_type
        position: 1
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: product_code
        position: 2
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: demo

… 2,364 more characters of output in the raw trajectory.

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT t.id, t.amount_in_cents, t.service, t.status, t.from_type, t.to_type, t.provider, t.scheduled_settlement, t.processed_at AS transfer_processed_at, d.id AS disb_id, d.effects, d.processed_at AS disb_processed_at, d.created_at AS disb_created_at FROM transfers t JOIN disbursements d ON d.source_type='Transfer' AND d.source_id=t.id WHERE t.provider='ach' AND t.from_type='Counterparty' AND t.to_type='Account' AND t.status='sent' AND t.scheduled_settlement IS NOT NULL ORDER BY t.id LIMIT 30, wait_timeout=10s, row_limit=3012k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT t.id, t.amount_in_cents, t.service, t.status, t.from_type, t.to_type, t.provider, t.scheduled_settlement, t.processed_at AS transfer_processed_at, d.id AS disb_id, d.effects, d.processed_at AS disb_processed_at, d.created_at AS disb_created_at FROM transfers t JOIN disbursements d ON d.source_type='Transfer' AND d.source_id=t.id WHERE t.provider='ach' AND t.from_type='Counterparty' AND t.to_type='Account' AND t.status='sent' AND t.scheduled_settlement IS NOT NULL ORDER BY t.id LIMIT 30, wait_timeout=10s, row_limit=30

Output

statement_id: e6fa56ee-30d4-4336-b3fa-bc05d69decee
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 13
    columns:
      -
        name: id
        position: 0
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: amount_in_cents
        position: 1
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: service
        position: 2
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: status
        position: 3

… 11,021 more characters of output in the raw trajectory.

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT service, COUNT(*) cnt, COUNT(scheduled_settlement) with_settlement, MIN(scheduled_settlement), MAX(scheduled_settlement) FROM transfers WHERE provider='ach' AND from_type='Counterparty' AND to_type='Account' AND status='sent' GROUP BY 1, wait_timeout=10s, row_limit=203k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT service, COUNT(*) cnt, COUNT(scheduled_settlement) with_settlement, MIN(scheduled_settlement), MAX(scheduled_settlement) FROM transfers WHERE provider='ach' AND from_type='Counterparty' AND to_type='Account' AND status='sent' GROUP BY 1, wait_timeout=10s, row_limit=20

Output

statement_id: 86b2ab47-985e-45fe-b35e-2c0573699d87
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 5
    columns:
      -
        name: service
        position: 0
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: cnt
        position: 1
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: with_settlement
        position: 2
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: min(scheduled_settlement)

… 1,606 more characters of output in the raw trajectory.

25execute_sql_statement1

Tool execution only — no assistant text

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT MIN(id), MAX(id), COUNT(*) FROM accounts, wait_timeout=10s, row_limit=102k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT MIN(id), MAX(id), COUNT(*) FROM accounts, wait_timeout=10s, row_limit=10

Output

statement_id: f2548164-36e6-48bb-bfe2-e2657f21a38d
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 3
    columns:
      -
        name: min(id)
        position: 0
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: max(id)
        position: 1
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: count_star()
        position: 2
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
  total_chunk_count: 1
  total_row_count: 1

… 745 more characters of output in the raw trajectory.

26execute_sql_statement1

Tool execution only — no assistant text

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT t.id,t.to_id,a.id AS account_id,a.demo,a.category,a.account_type,a.product_code,t.amount_in_cents,t.service,t.scheduled_settlement,d.effects,d.processed_at FROM transfers t LEFT JOIN accounts a ON a.id=t.to_id JOIN disbursements d ON d.source_type='Transfer' AND d.source_id=t.id WHERE t.provider='ach' AND t.from_type='Counterparty' AND t.to_type='Account' AND t.status='sent' AND t.scheduled_settlement IS NOT NULL LIMIT 10, wait_timeout=10s, row_limit=107k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT t.id,t.to_id,a.id AS account_id,a.demo,a.category,a.account_type,a.product_code,t.amount_in_cents,t.service,t.scheduled_settlement,d.effects,d.processed_at FROM transfers t LEFT JOIN accounts a ON a.id=t.to_id JOIN disbursements d ON d.source_type='Transfer' AND d.source_id=t.id WHERE t.provider='ach' AND t.from_type='Counterparty' AND t.to_type='Account' AND t.status='sent' AND t.scheduled_settlement IS NOT NULL LIMIT 10, wait_timeout=10s, row_limit=10

Output

statement_id: bfb4027e-6d16-413f-9f38-097e9d3dcf87
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 12
    columns:
      -
        name: id
        position: 0
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: to_id
        position: 1
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: account_id
        position: 2
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: demo
        position: 3

… 6,460 more characters of output in the raw trajectory.

27execute_sql_statement1

Tool execution only — no assistant text

execute_sql_statementcatalog=zeta3, schema=rds, statement=WITH base AS ( SELECT t.id AS transfer_id, t.amount_in_cents, t.service, t.scheduled_settlement, d.id AS disbursement_id, d.processed_at, d.effects FROM transfers t JOIN accounts a ON a.id = t.to_id JOIN disbursements d ON d.source_type = 'Transfer' AND d.source_id = t.id WHERE t.provider='ach' AND t.from_type='Counterparty' AND t.to_type='Account' AND t.status='sent' AND t.scheduled_settlement IS NOT NULL AND t.service IN ('standard','sameday') AND COALESCE(a.demo,false)=false AND a.category='checking' AND a.produc3k chars

Arguments

catalog=zeta3, schema=rds, statement=WITH base AS (
  SELECT t.id AS transfer_id, t.amount_in_cents, t.service, t.scheduled_settlement, d.id AS disbursement_id, d.processed_at, d.effects
  FROM transfers t
  JOIN accounts a ON a.id = t.to_id
  JOIN disbursements d ON d.source_type = 'Transfer' AND d.source_id = t.id
  WHERE t.provider='ach'
    AND t.from_type='Counterparty'
    AND t.to_type='Account'
    AND t.status='sent'
    AND t.scheduled_settlement IS NOT NULL
    AND t.service IN ('standard','sameday')
    AND COALESCE(a.demo,false)=false
    AND a.category='checking'
    AND a.produc

… 2,146 more characters of arguments in the raw trajectory.

Output

statement_id: 3d5b409a-f902-4b73-9c2d-36c22641d7f8
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 7
    columns:
      -
        name: service
        position: 0
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: full_early_unlock_count
        position: 1
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: exposure_cents
        position: 2
        type_name: DECIMAL
        type_text: HUGEINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: avg_days_earl

… 2,293 more characters of output in the raw trajectory.

28get_pages1

Tool execution only — no assistant text

get_pagestitle=TP Updated ACH Api Build Plan, body-format=storage, limit=104k chars

Arguments

title=TP Updated ACH Api Build Plan, body-format=storage, limit=10

Output

success: true
error_message: null
tools_list: null
tool_result:
  results:
    -
      id: 23
      status: current
      title: TP Updated ACH Api Build Plan
      spaceId: 2
      parentId: 22
      parentType: page
      position: 1
      authorId: 557058:6d8b9c4e-2f4a-4a8d-9c1d-1b9a3d6e7f12
      ownerId: 557058:6d8b9c4e-2f4a-4a8d-9c1d-1b9a3d6e7f12
      lastOwnerId: null
      subtype: null
      createdAt: 2025-09-25T09:10:16.493Z
      version:
        createdAt: 2025-09-25T09:10:16.493Z
        message: Imported from PDF export
        number: 1
        minorEdit: false
        authorId: 557058:6d8b9c4e-2f4a-4a8d-9c1d-1b9a3d6e7f12
      body:
        storage:
          representation: storage
          value: <h1>TP Updated ACH Api Build Plan</h1><p>Definitions ach_credit: When sending money from [ORGANIZATION_0001] to a counterparty</p><p>ach_debit: When pulling funds from a counterparty into [ORGANIZATION_0001]</p><p>How the current system works ACH Credit Transfer is created. We process transfers in the sameday or standard

… 3,020 more characters of output in the raw trajectory.

29execute_sql_statement1

Tool execution only — no assistant text

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT status, COUNT(*) cnt FROM transfers WHERE provider='ach' AND from_type='Counterparty' AND to_type='Account' GROUP BY 1 ORDER BY cnt DESC, wait_timeout=10s, row_limit=202k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT status, COUNT(*) cnt FROM transfers WHERE provider='ach' AND from_type='Counterparty' AND to_type='Account' GROUP BY 1 ORDER BY cnt DESC, wait_timeout=10s, row_limit=20

Output

statement_id: c119dac8-c4d4-417f-8388-18554a27cd92
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 2
    columns:
      -
        name: status
        position: 0
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: cnt
        position: 1
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
  total_chunk_count: 1
  total_row_count: 4
  total_byte_count: 80
  truncated: false
  chunks:
    -
      chunk_index: 0
      row_offset: 0
      row_count: 4
      byte_count: 80
result:
  chunk_index: 0

… 635 more characters of output in the raw trajectory.

30execute_sql_statement1

Tool execution only — no assistant text

Arguments

catalog=zeta3, schema=rds, statement=WITH base AS (
  SELECT t.id AS transfer_id, t.amount_in_cents, t.service, t.scheduled_settlement, d.id AS disbursement_id, d.processed_at, d.effects
  FROM transfers t
  JOIN accounts a ON a.id = t.to_id
  JOIN disbursements d ON d.source_type = 'Transfer' AND d.source_id = t.id
  WHERE t.provider='ach'
    AND t.from_type='Counterparty'
    AND t.to_type='Account'
    AND t.status='sent'
    AND t.scheduled_settlement IS NOT NULL
    AND t.service IN ('standard','sameday')
    AND COALESCE(a.demo,false)=false
    AND a.category='checking'
    AND a.produc

… 1,153 more characters of arguments in the raw trajectory.

Output

statement_id: 06cadf56-f7ef-4426-bd55-400e99a4cda3
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 8
    columns:
      -
        name: transfer_id
        position: 0
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: amount_in_cents
        position: 1
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: service
        position: 2
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: scheduled_settlement

… 5,856 more characters of output in the raw trajectory.

31execute_sql_statement1

Tool execution only — no assistant text

Arguments

catalog=zeta3, schema=rds, statement=WITH base AS (
  SELECT t.id AS transfer_id, t.amount_in_cents, t.service, t.scheduled_settlement, d.id AS disbursement_id, d.processed_at, d.effects
  FROM transfers t
  JOIN accounts a ON a.id = t.to_id
  JOIN disbursements d ON d.source_type = 'Transfer' AND d.source_id = t.id
  WHERE t.provider='ach'
    AND t.from_type='Counterparty'
    AND t.to_type='Account'
    AND t.status='sent'
    AND t.scheduled_settlement IS NOT NULL
    AND t.service IN ('standard','sameday')
    AND COALESCE(a.demo,false)=false
    AND a.category='checking'
    AND a.produc

… 1,158 more characters of arguments in the raw trajectory.

Output

statement_id: cd492ba9-4efa-4926-8756-d0f8a762d5b5
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 4
    columns:
      -
        name: flagged_count
        position: 0
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: multi_row_flagged
        position: 1
        type_name: DECIMAL
        type_text: HUGEINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: max_early_rows
        position: 2
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: cents

… 1,024 more characters of output in the raw trajectory.

32conversations_create, get_paginated_projects2

Tool execution only — no assistant text

conversations_createname=ach-debit-hold-early-release-audit, is_private=false

Arguments

name=ach-debit-hold-early-release-audit, is_private=false

Output

ok: true
channel:
  id: C7112DBE1
  name: ach-debit-hold-early-release-audit
  is_channel: true
  is_group: false
  is_im: false
  created: 1785362084
  creator: PERSON_106452_SLACK_ID
  is_archived: false
  is_general: false
  unlinked: 0
  name_normalized: ach-debit-hold-early-release-audit
  is_shared: false
  is_ext_shared: false
  is_org_shared: false
  pending_shared: []
  is_pending_ext_shared: false
  is_member: true
  is_private: false
  is_mpim: false
  last_read: 1785362084.000000
  latest: null
  unread_count: 0
  unread_count_display: 0
  topic:
    value: ""
    creator: ""
    last_set: 0
  properties: {}
  purpose:
    value: ""
    creator: ""
    last_set: 0
  previous_names: []
  priority: 0

get_paginated_projectsquery=Bank Operations, maxResults=20, status=["live"], expand=description,lead,issueTypes1k chars

Arguments

query=Bank Operations, maxResults=20, status=["live"], expand=description,lead,issueTypes

Output

isLast: true
maxResults: 20
nextPage: null
self: http://localhost:8015/rest/api/3/project/search?startAt=0&maxResults=20
startAt: 0
total: 1
values:
  -
    id: 101
    key: BO
    name: Bank Operations
    simplified: false
    style: classic
    self: http://localhost:8015/rest/api/3/project/BO
    avatarUrls:
      16x16: http://localhost:8015/secure/projectavatar?size=xsmall&pid=101
      24x24: http://localhost:8015/secure/projectavatar?size=small&pid=101
      32x32: http://localhost:8015/secure/projectavatar?size=medium&pid=101
      48x48: http://localhost:8015/secure/projectavatar?size=large&pid=101
    description: ""
    insight:
      totalIssueCount: 37
      lastIssueUpdateTime: 2026-07-29T21:54:45.581401Z
    issueTypes:
      -
        id: 10007
        name: Task
        description: ""
        subtask: false
        avatarId: 10320
        iconUrl: http://localhost:8015/secure/viewavatar?size=xsmall&avatarId=10320&avatarType=issuetype
        self: http://localhost:8015/rest/api/3/issuety

… 265 more characters of output in the raw trajectory.

33chat_post_message, create_issue2

Tool execution only — no assistant text

chat_post_messagechannel=C7112DBE1, text=ACH debit hold early release audit: 2,242 completed ACH-debit pull-in deposits into non-demo personal checking accounts were fully released before scheduled settlement, totaling $531,960.88. Average full-availability timing was 3.84 days before settlement. Split: standard ACH 1,651 deposits / $354,125.88; same-day ACH 591 deposits / $177,835.00. Policy confirmed from Confluence page "TP Updated ACH Api Build Plan": ACH debit deposits should hold the account credit until the transfer scheduled_settlement; ACH credits release immediately. Method used ledger disbursement p

Arguments

channel=C7112DBE1, text=ACH debit hold early release audit: 2,242 completed ACH-debit pull-in deposits into non-demo personal checking accounts were fully released before scheduled settlement, totaling $531,960.88. Average full-availability timing was 3.84 days before settlement. Split: standard ACH 1,651 deposits / $354,125.88; same-day ACH 591 deposits / $177,835.00. Policy confirmed from Confluence page "TP Updated ACH Api Build Plan": ACH debit deposits should hold the account credit until the transfer scheduled_settlement; ACH credits release immediately. Method used ledger disbursement p

… 139 more characters of arguments in the raw trajectory.

Output

ok: true
channel: C7112DBE1
ts: 1785362094.156178
message:
  ts: 1785362094.156178
  user: PERSON_106452_SLACK_ID
  text: ACH debit hold early release audit: 2,242 completed ACH-debit pull-in deposits into non-demo personal checking accounts were fully released before scheduled settlement, totaling $531,960.88. Average full-availability timing was 3.84 days before settlement. Split: standard ACH 1,651 deposits / $354,125.88; same-day ACH 591 deposits / $177,835.00. Policy confirmed from Confluence page "TP Updated ACH Api Build Plan": ACH debit deposits should hold the account credit until the transfer scheduled_settlement; ACH credits release immediately. Method used ledger disbursement processed_at timestamps and required early Account disbursement effects to sum to the full transfer amount, excluding partial early unlocks.
  type: message

create_issuefields={"project": {"key": "BO"}, "issuetype": {"name": "Task"}, "summary": "ACH debit hold early release audit", "description": "Policy source: Confluence page \"TP Updated ACH Api Build Plan\" states ACH debit pull-ins create a credit with an account hold and the hold is released at the transfer scheduled_settlement time; ACH credits disburse immediately.\n\nAudit scope: completed ACH-debit pull-in deposits from Counterparty to Account, provider ach, status sent, services standard/sameday, into non-demo personal checking accounts. Used ledger disbursement processed_at timestamps on Transfer

Arguments

fields={"project": {"key": "BO"}, "issuetype": {"name": "Task"}, "summary": "ACH debit hold early release audit", "description": "Policy source: Confluence page \"TP Updated ACH Api Build Plan\" states ACH debit pull-ins create a credit with an account hold and the hold is released at the transfer scheduled_settlement time; ACH credits disburse immediately.\n\nAudit scope: completed ACH-debit pull-in deposits from Counterparty to Account, provider ach, status sent, services standard/sameday, into non-demo personal checking accounts. Used ledger disbursement processed_at timestamps on Transfer

… 683 more characters of arguments in the raw trajectory.

Output

id: 20231
key: BO-39
self: http://localhost:8015/rest/api/3/issue/20231
transition: null

34pins_add1
Tool execution only — no assistant text
pins_addchannel=C7112DBE1, timestamp=1785362094.156178
Arguments
channel=C7112DBE1, timestamp=1785362094.156178
Output
ok: true
35{"full_early_unlock_count":2242,"dollar_exposure":531960.88,"average_days_early":3.84,"standard_count":1651,"same_day_co…
{"full_early_unlock_count":2242,"dollar_exposure":531960.88,"average_days_early":3.84,"standard_count":1651,"same_day_count":591}
36{"full_early_unlock_count": 2242, "dollar_exposure": 531960.88, "average_days_early": 3.84, "standard_count": 1651, "sam…
{"full_early_unlock_count": 2242, "dollar_exposure": 531960.88, "average_days_early": 3.84, "standard_count": 1651, "same_day_count": 591}

1 failure mode across 6 verifier failures

1Wrong answerView on Failure Modes ↗Answer1 failure
Failure evidence · per affected verifier