ACH-debit holds released before scheduled settlementPayments & Transfers

12 verifiers · 6 LLM-graded

EnvironmentsConfluenceJiraSlackZeta3 SQL

TaxonomyPayments & TransfersPayments & Transfers

All trialsGPT-5.5Trial 04

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%

100%

Trial reward

GPT-5.5Pass

Trial 04 — 1st of 10 by reward score. This model averages 80% across 10 trials on this task.

12/12Checks passed
24Turns
43Tool calls
2.9mTime

Passed every verifier it was graded on.

checks (12)

answer_early_release_countLLMPass
answer_exposure_usdLLMPass
answer_timing_and_service_splitLLMPass
deliverable_jira_ticket_filedPass
deliverable_slack_channel_existsPass
deliverable_slack_message_contentLLMPass
floor_all_connectorsPass
floor_read_source_confluencePass
floor_sql_investigationPass
floor_write_backPass
trace_all_connectors_and_trapLLMPass
trace_hold_release_methodLLMPass

User prompt → 24 turns · 43 tool calls → final response

1get_pages, get_table3

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.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.

2list_tables1

Tool execution only — no assistant text

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.

3list_tables1

Tool execution only — no assistant text

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

Arguments

catalog_name=zeta3, schema_name=rds, max_results=50, page_token=50, omit_columns=true, omit_properties=false, 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
    properties:
      zeta3.delivery: delivery-2
      zeta3.total_row_count: 61378
      zeta3.sample_row_count: 61378
      zeta3.as_of_enforced: true
    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
    properties:
      zeta3.delivery: delivery-2

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

4get_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.

5get_table, execute_sql_statement3

Tool execution only — no assistant text

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.

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT source_type, originated_from, 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 ORDER BY cnt DESC LIMIT 50, wait_timeout=10s, row_limit=1004k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT source_type, originated_from, 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 ORDER BY cnt DESC LIMIT 50, wait_timeout=10s, row_limit=100

Output

statement_id: 7fb21fbc-a38b-4851-b585-01aa06bb5a34
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 5
    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: cnt
        position: 2
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: credits

… 2,994 more characters of output in the raw trajectory.

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT service,status,from_type,to_type,source_type,limit_type,COUNT(*) cnt FROM transfers GROUP BY 1,2,3,4,5,6 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,limit_type,COUNT(*) cnt FROM transfers GROUP BY 1,2,3,4,5,6 ORDER BY cnt DESC LIMIT 100, wait_timeout=10s, row_limit=100

Output

statement_id: f1428536-aec4-48b7-9bef-84a76cf32cd8
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.

6get_table, get_pages4

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.pending_disbursements3k chars

Arguments

full_name=zeta3.rds.pending_disbursements

Output

name: pending_disbursements
catalog_name: zeta3
schema_name: rds
table_type: EXTERNAL
data_source_format: CSV
comment: ""
full_name: zeta3.rds.pending_disbursements
storage_location: file:///gyms/zeta3_sql/app/data/zeta3/zeta3.duckdb
properties:
  zeta3.delivery: delivery-2
  zeta3.total_row_count: 2715
  zeta3.sample_row_count: 2715
  zeta3.as_of_enforced: true
columns:
  -
    name: id
    type_name: BIGINT
    type_text: BIGINT
    position: 0
    nullable: true
    comment: ""
  -
    name: tran_id
    type_name: BIGINT
    type_text: BIGINT
    position: 1
    nullable: true
    comment: ""
  -
    name: transfer_id
    type_name: BIGINT
    type_text: BIGINT
    position: 2
    nullable: true
    comment: ""
  -
    name: target_type

… 1,793 more characters of output in the raw trajectory.

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.

7execute_sql_statement4

Tool execution only — no assistant text

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT * FROM pending_disbursements LIMIT 20, wait_timeout=10s, row_limit=2010k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT * FROM pending_disbursements LIMIT 20, wait_timeout=10s, row_limit=20

Output

statement_id: b3b6a23d-6034-4ae7-82ac-46949e0af66a
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: tran_id
        position: 1
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: transfer_id
        position: 2
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: target_type
        position: 3

… 9,163 more characters of output in the raw trajectory.

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT li.*, pd.transfer_id, pd.amount_in_cents AS pd_amount, pd.process_on, pd.processed_at AS pd_processed_at, pd.target_type, pd.target_id FROM ledger_items li JOIN pending_disbursements pd ON li.source_id=pd.id WHERE li.originated_from='PendingDisbursement#apply_to_subaccount' LIMIT 20, wait_timeout=10s, row_limit=205k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT li.*, pd.transfer_id, pd.amount_in_cents AS pd_amount, pd.process_on, pd.processed_at AS pd_processed_at, pd.target_type, pd.target_id FROM ledger_items li JOIN pending_disbursements pd ON li.source_id=pd.id WHERE li.originated_from='PendingDisbursement#apply_to_subaccount' LIMIT 20, wait_timeout=10s, row_limit=20

Output

statement_id: d68fda23-69d6-4f35-9ee5-59f2f38db3f8
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 17
    columns:
      -
        name: id
        position: 0
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: subaccount_id
        position: 1
        type_name: LONG
        type_text: BIGINT
        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: source_type
        position: 3

… 4,159 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: c62712dd-9ab3-4b36-a496-52bdac26d565
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.

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT account_type, product_code, category, 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 account_type, product_code, category, 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: e1afa5f1-45b2-4655-9ba8-7d458afea34a
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 6
    columns:
      -
        name: account_type
        position: 0
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: product_code
        position: 1
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: category
        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.

8get_table1

Tool execution only — no assistant text

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.

9execute_sql_statement3

Tool execution only — no assistant text

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT code,tp_type,pending,COUNT(*) cnt, SUM(amount_in_cents) amt FROM trans WHERE transfer_id IS NOT NULL GROUP BY 1,2,3 ORDER BY cnt DESC LIMIT 100, wait_timeout=10s, row_limit=1003k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT code,tp_type,pending,COUNT(*) cnt, SUM(amount_in_cents) amt FROM trans WHERE transfer_id IS NOT NULL GROUP BY 1,2,3 ORDER BY cnt DESC LIMIT 100, wait_timeout=10s, row_limit=100

Output

statement_id: 28288486-f240-489e-82e8-2afad75cc8db
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 5
    columns:
      -
        name: code
        position: 0
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: tp_type
        position: 1
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: pending
        position: 2
        type_name: BOOLEAN
        type_text: BOOLEAN
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: cnt
        position: 3

… 2,258 more characters of output in the raw trajectory.

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT id, transfer_id, account_id, amount_in_cents, code, pending, created_at, occurred_at, hold_released_at, release_hold_on, scheduled_settlement_at, tp_type, name FROM trans WHERE transfer_id IN (SELECT id FROM transfers WHERE limit_type='ach_debit' AND from_type='Counterparty' AND to_type='Account' AND status='sent' LIMIT 10) ORDER BY transfer_id, created_at, wait_timeout=10s, row_limit=2007k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT id, transfer_id, account_id, amount_in_cents, code, pending, created_at, occurred_at, hold_released_at, release_hold_on, scheduled_settlement_at, tp_type, name FROM trans WHERE transfer_id IN (SELECT id FROM transfers WHERE limit_type='ach_debit' AND from_type='Counterparty' AND to_type='Account' AND status='sent' LIMIT 10) ORDER BY transfer_id, created_at, wait_timeout=10s, row_limit=200

Output

statement_id: 05a1c311-b8a9-4d64-a6e8-23da99e72706
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: transfer_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: amount_in_cents

… 6,017 more characters of output in the raw trajectory.

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT li.originated_from, li.source_type, COUNT(*) cnt, SUM(COALESCE(li.credit_amount_in_cents,0)) credits, SUM(COALESCE(li.debit_amount_in_cents,0)) debits FROM ledger_items li JOIN trans tr ON li.source_type='Tran' AND li.source_id=tr.id WHERE tr.transfer_id IS NOT NULL GROUP BY 1,2 ORDER BY cnt DESC LIMIT 50, wait_timeout=10s, row_limit=503k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT li.originated_from, li.source_type, COUNT(*) cnt, SUM(COALESCE(li.credit_amount_in_cents,0)) credits, SUM(COALESCE(li.debit_amount_in_cents,0)) debits FROM ledger_items li JOIN trans tr ON li.source_type='Tran' AND li.source_id=tr.id WHERE tr.transfer_id IS NOT NULL GROUP BY 1,2 ORDER BY cnt DESC LIMIT 50, wait_timeout=10s, row_limit=50

Output

statement_id: 0e9ce169-eee5-4b27-8ee7-b0e3f65193c9
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 5
    columns:
      -
        name: originated_from
        position: 0
        type_name: STRING
        type_text: VARCHAR
        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: cnt
        position: 2
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: credits

… 2,489 more characters of output in the raw trajectory.

10execute_sql_statement1

Tool execution only — no assistant text

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

Output

statement_id: 970e3437-5439-48d0-b86e-68ba2f3ee9d7
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 11
    columns:
      -
        name: service
        position: 0
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: limit_type
        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

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

11get_pages, execute_sql_statement2

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.

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT tr.id, tr.transfer_id, tr.account_id, tr.amount_in_cents, tr.code, tr.tp_type, tr.pending, tr.created_at, tr.hold_released_at, tr.release_hold_on, tr.scheduled_settlement_at, tr.name, li.id AS ledger_item_id, li.subaccount_id, li.debit_amount_in_cents, li.credit_amount_in_cents, li.created_at AS li_created_at, li.originated_from, li.notes FROM trans tr LEFT JOIN ledger_items li ON li.source_type='Tran' AND li.source_id=tr.id WHERE tr.transfer_id IN (SELECT id FROM transfers WHERE limit_type='ach_debit' AND from_type='Counterparty' AND to_type='Accoun12k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT tr.id, tr.transfer_id, tr.account_id, tr.amount_in_cents, tr.code, tr.tp_type, tr.pending, tr.created_at, tr.hold_released_at, tr.release_hold_on, tr.scheduled_settlement_at, tr.name, li.id AS ledger_item_id, li.subaccount_id, li.debit_amount_in_cents, li.credit_amount_in_cents, li.created_at AS li_created_at, li.originated_from, li.notes FROM trans tr LEFT JOIN ledger_items li ON li.source_type='Tran' AND li.source_id=tr.id WHERE tr.transfer_id IN (SELECT id FROM transfers WHERE limit_type='ach_debit' AND from_type='Counterparty' AND to_type='Accoun

… 363 more characters of arguments in the raw trajectory.

Output

statement_id: 389620ed-7b3b-45ee-8c22-deb88386ee8e
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 19
    columns:
      -
        name: id
        position: 0
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: transfer_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: amount_in_cents

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

12get_table, execute_sql_statement3

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.

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.

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT t.id transfer_id, t.amount_in_cents transfer_amount, t.service, t.scheduled_settlement, tr.id tran_id, tr.amount_in_cents, tr.code, tr.created_at, tr.hold_released_at, tr.scheduled_settlement_at, tr.name, tr.subaccount_id FROM transfers t JOIN trans tr ON tr.transfer_id=t.id WHERE t.limit_type='ach_debit' AND t.from_type='Counterparty' AND t.to_type='Account' AND t.status='sent' AND tr.code='subaccount_disbursement' ORDER BY tr.created_at LIMIT 100, wait_timeout=10s, row_limit=10012k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT t.id transfer_id, t.amount_in_cents transfer_amount, t.service, t.scheduled_settlement, tr.id tran_id, tr.amount_in_cents, tr.code, tr.created_at, tr.hold_released_at, tr.scheduled_settlement_at, tr.name, tr.subaccount_id FROM transfers t JOIN trans tr ON tr.transfer_id=t.id WHERE t.limit_type='ach_debit' AND t.from_type='Counterparty' AND t.to_type='Account' AND t.status='sent' AND tr.code='subaccount_disbursement' ORDER BY tr.created_at LIMIT 100, wait_timeout=10s, row_limit=100

Output

statement_id: 854c850a-8227-488c-9814-b64e429b772b
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 12
    columns:
      -
        name: transfer_id
        position: 0
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: transfer_amount
        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

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

13execute_sql_statement1

Tool execution only — no assistant text

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

Arguments

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

Output

statement_id: 6239e4dd-7726-435b-920c-e34468faedbd
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 6
    columns:
      -
        name: account_type
        position: 0
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: category
        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

… 2,373 more characters of output in the raw trajectory.

14execute_sql_statement1

Tool execution only — no assistant text

execute_sql_statementcatalog=zeta3, schema=rds, statement=WITH eligible_transfers AS ( SELECT t.id, t.amount_in_cents, t.service, t.scheduled_settlement FROM transfers t JOIN accounts a ON a.id = t.to_id AND t.to_type = 'Account' WHERE t.limit_type = 'ach_debit' AND t.from_type = 'Counterparty' AND t.to_type = 'Account' AND t.status = 'sent' AND t.scheduled_settlement IS NOT NULL AND COALESCE(a.demo, false) = false AND a.category = 'checking' AND a.product_code = 'personal_checking' ), early_by_transfer AS ( SELECT et.id AS transfer_id, et.amount_in_cents, et.servi3k chars

Arguments

catalog=zeta3, schema=rds, statement=WITH eligible_transfers AS (
  SELECT t.id, t.amount_in_cents, t.service, t.scheduled_settlement
  FROM transfers t
  JOIN accounts a ON a.id = t.to_id AND t.to_type = 'Account'
  WHERE t.limit_type = 'ach_debit'
    AND t.from_type = 'Counterparty'
    AND t.to_type = 'Account'
    AND t.status = 'sent'
    AND t.scheduled_settlement IS NOT NULL
    AND COALESCE(a.demo, false) = false
    AND a.category = 'checking'
    AND a.product_code = 'personal_checking'
), early_by_transfer AS (
  SELECT
    et.id AS transfer_id,
    et.amount_in_cents,
    et.servi

… 1,332 more characters of arguments in the raw trajectory.

Output

statement_id: 8b799a8c-2440-459b-84ee-76527d2043bd
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 8
    columns:
      -
        name: full_early_unlock_count
        position: 0
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: exposure_cents
        position: 1
        type_name: DECIMAL
        type_text: HUGEINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: exposure_dollars
        position: 2
        type_name: DOUBLE
        type_text: DOUBLE
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: avg_d

… 2,187 more characters of output in the raw trajectory.

15execute_sql_statement1

Tool execution only — no assistant text

execute_sql_statementcatalog=zeta3, schema=rds, statement=WITH eligible_transfers AS ( SELECT t.id, t.amount_in_cents, t.service, t.scheduled_settlement FROM transfers t JOIN accounts a ON a.id = t.to_id AND t.to_type = 'Account' WHERE t.limit_type='ach_debit' AND t.from_type='Counterparty' AND t.to_type='Account' AND t.status='sent' AND t.scheduled_settlement IS NOT NULL AND COALESCE(a.demo,false)=false AND a.category='checking' AND a.product_code='personal_checking' ) SELECT et.id transfer_id, et.amount_in_cents transfer_amount, et.service, et.scheduled_settlement, tr.id tran_id, tr.amount_in_cents, 12k chars

Arguments

catalog=zeta3, schema=rds, statement=WITH eligible_transfers AS (
  SELECT t.id, t.amount_in_cents, t.service, t.scheduled_settlement
  FROM transfers t
  JOIN accounts a ON a.id = t.to_id AND t.to_type = 'Account'
  WHERE t.limit_type='ach_debit' AND t.from_type='Counterparty' AND t.to_type='Account' AND t.status='sent'
    AND t.scheduled_settlement IS NOT NULL AND COALESCE(a.demo,false)=false AND a.category='checking' AND a.product_code='personal_checking'
)
SELECT et.id transfer_id, et.amount_in_cents transfer_amount, et.service, et.scheduled_settlement, tr.id tran_id, tr.amount_in_cents,

… 291 more characters of arguments in the raw trajectory.

Output

statement_id: 187ffdbf-71ea-4693-90e1-0d545e403228
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 10
    columns:
      -
        name: transfer_id
        position: 0
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: transfer_amount
        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

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

16get_table, get_pages3

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.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_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.

17get_table, execute_sql_statement3

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 status, service, COUNT(*) AS n FROM transfers WHERE limit_type='ach_debit' AND from_type='Counterparty' AND to_type='Account' GROUP BY 1,2 ORDER BY n DESC, wait_timeout=10s, row_limit=1002k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT status, service, COUNT(*) AS n FROM transfers WHERE limit_type='ach_debit' AND from_type='Counterparty' AND to_type='Account' GROUP BY 1,2 ORDER BY n DESC, wait_timeout=10s, row_limit=100

Output

statement_id: dd82cab4-5370-4796-9501-53ec1e8aa1c1
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 3
    columns:
      -
        name: status
        position: 0
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: service
        position: 1
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: n
        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: 10

… 1,377 more characters of output in the raw trajectory.

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT code, COUNT(*) AS n FROM trans WHERE code ILIKE '%disbur%' GROUP BY 1 ORDER BY n DESC LIMIT 50, wait_timeout=10s, row_limit=502k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT code, COUNT(*) AS n FROM trans WHERE code ILIKE '%disbur%' GROUP BY 1 ORDER BY n DESC LIMIT 50, wait_timeout=10s, row_limit=50

Output

statement_id: 5d8dcdce-a16e-4db9-b307-432fc3982503
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 2
    columns:
      -
        name: code
        position: 0
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: n
        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: 1
  total_byte_count: 39
  truncated: false
  chunks:
    -
      chunk_index: 0
      row_offset: 0
      row_count: 1
      byte_count: 39
result:
  chunk_index: 0
  row_offset: 0

… 500 more characters of output in the raw trajectory.

18execute_sql_statement1

Tool execution only — no assistant text

execute_sql_statementcatalog=zeta3, schema=rds, statement=WITH eligible_transfers AS ( SELECT t.id, t.amount_in_cents, t.service, t.scheduled_settlement FROM transfers t JOIN accounts a ON a.id = t.to_id AND t.to_type = 'Account' WHERE t.limit_type = 'ach_debit' AND t.from_type = 'Counterparty' AND t.to_type = 'Account' AND t.status = 'sent' AND t.service IN ('standard','sameday') AND t.scheduled_settlement IS NOT NULL AND COALESCE(a.demo, false) = false AND a.category = 'checking' AND a.product_code = 'personal_checking' ), early_by_transfer AS ( SELECT et.id AS trans3k chars

Arguments

catalog=zeta3, schema=rds, statement=WITH eligible_transfers AS (
  SELECT t.id, t.amount_in_cents, t.service, t.scheduled_settlement
  FROM transfers t
  JOIN accounts a ON a.id = t.to_id AND t.to_type = 'Account'
  WHERE t.limit_type = 'ach_debit'
    AND t.from_type = 'Counterparty'
    AND t.to_type = 'Account'
    AND t.status = 'sent'
    AND t.service IN ('standard','sameday')
    AND t.scheduled_settlement IS NOT NULL
    AND COALESCE(a.demo, false) = false
    AND a.category = 'checking'
    AND a.product_code = 'personal_checking'
), early_by_transfer AS (
  SELECT
    et.id AS trans

… 1,431 more characters of arguments in the raw trajectory.

Output

statement_id: bf2851af-c855-44ac-b546-8e4431703f72
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 8
    columns:
      -
        name: full_early_unlock_count
        position: 0
        type_name: LONG
        type_text: BIGINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: exposure_cents
        position: 1
        type_name: DECIMAL
        type_text: HUGEINT
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: exposure_dollars
        position: 2
        type_name: DOUBLE
        type_text: DOUBLE
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: avg_d

… 2,187 more characters of output in the raw trajectory.

19execute_sql_statement1

Tool execution only — no assistant text

execute_sql_statementcatalog=zeta3, schema=rds, statement=SELECT a.category, a.product_code, a.account_type, COUNT(*) AS n FROM transfers t JOIN accounts a ON a.id=t.to_id AND t.to_type='Account' WHERE t.limit_type='ach_debit' AND t.from_type='Counterparty' AND t.to_type='Account' AND t.status='sent' AND COALESCE(a.demo,false)=false GROUP BY 1,2,3 ORDER BY n DESC, wait_timeout=10s, row_limit=1002k chars

Arguments

catalog=zeta3, schema=rds, statement=SELECT a.category, a.product_code, a.account_type, COUNT(*) AS n
FROM transfers t JOIN accounts a ON a.id=t.to_id AND t.to_type='Account'
WHERE t.limit_type='ach_debit' AND t.from_type='Counterparty' AND t.to_type='Account' AND t.status='sent' AND COALESCE(a.demo,false)=false
GROUP BY 1,2,3 ORDER BY n DESC, wait_timeout=10s, row_limit=100

Output

statement_id: 5f856d13-5590-4458-a47b-975b49c26375
status:
  state: SUCCEEDED
manifest:
  format: JSON_ARRAY
  schema:
    column_count: 4
    columns:
      -
        name: category
        position: 0
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: product_code
        position: 1
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: account_type
        position: 2
        type_name: STRING
        type_text: VARCHAR
        type_precision: null
        type_scale: null
        type_interval_type: null
      -
        name: n

… 1,332 more characters of output in the raw trajectory.

20conversations_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: C09BD3979
  name: ach-debit-hold-early-release-audit
  is_channel: true
  is_group: false
  is_im: false
  created: 1785362059
  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: 1785362059.000000
  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=10, status=["live"]

Arguments

query=Bank Operations, maxResults=10, status=["live"]

Output

isLast: true
maxResults: 10
nextPage: null
self: http://localhost:8015/rest/api/3/project/search?startAt=0&maxResults=10
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
    insight:
      totalIssueCount: 37
      lastIssueUpdateTime: 2026-07-29T21:54:20.626458Z

21chat_post_message, create_issue2

Tool execution only — no assistant text

chat_post_messagechannel=C09BD3979, text=ACH debit hold early release audit: 410 completed ACH-debit pull-in deposits to non-demo customer checking/spending accounts were fully made available before scheduled settlement. Total early exposure: $36,673.63. Average full-unlock timing: 3.7906 days before scheduled settlement. Split: standard ACH 261; same-day ACH 149. Policy confirmed from Confluence page “TP Updated ACH Api Build Plan”: ACH debit credits must remain held until the transfer scheduled_settlement; ACH credits release immediately.

Arguments

channel=C09BD3979, text=ACH debit hold early release audit: 410 completed ACH-debit pull-in deposits to non-demo customer checking/spending accounts were fully made available before scheduled settlement. Total early exposure: $36,673.63. Average full-unlock timing: 3.7906 days before scheduled settlement. Split: standard ACH 261; same-day ACH 149. Policy confirmed from Confluence page “TP Updated ACH Api Build Plan”: ACH debit credits must remain held until the transfer scheduled_settlement; ACH credits release immediately.

Output

ok: true
channel: C09BD3979
ts: 1785362069.011417
message:
  ts: 1785362069.011417
  user: PERSON_106452_SLACK_ID
  text: ACH debit hold early release audit: 410 completed ACH-debit pull-in deposits to non-demo customer checking/spending accounts were fully made available before scheduled settlement. Total early exposure: $36,673.63. Average full-unlock timing: 3.7906 days before scheduled settlement. Split: standard ACH 261; same-day ACH 149. Policy confirmed from Confluence page “TP Updated ACH Api Build Plan”: ACH debit credits must remain held until the transfer scheduled_settlement; ACH credits release immediately.
  type: message

create_issuefields={"project": {"key": "BO"}, "issuetype": {"name": "Task"}, "summary": "ACH debit hold early release audit", "description": "Policy confirmed from Confluence page \u201cTP Updated ACH Api Build Plan\u201d: ACH debit deposits (pulling funds from a counterparty into Zeta) should keep the account hold until the transfer scheduled_settlement; ACH credits are released immediately.\\n\\nAudit scope: completed ACH-debit pull-in deposits (transfers.limit_type='ach_debit', from_type='Counterparty', to_type='Account', status='sent', service in standard/sameday) into non-demo customer personal check

Arguments

fields={"project": {"key": "BO"}, "issuetype": {"name": "Task"}, "summary": "ACH debit hold early release audit", "description": "Policy confirmed from Confluence page \u201cTP Updated ACH Api Build Plan\u201d: ACH debit deposits (pulling funds from a counterparty into Zeta) should keep the account hold until the transfer scheduled_settlement; ACH credits are released immediately.\\n\\nAudit scope: completed ACH-debit pull-in deposits (transfers.limit_type='ach_debit', from_type='Counterparty', to_type='Account', status='sent', service in standard/sameday) into non-demo customer personal check

… 656 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

22pins_add1
Tool execution only — no assistant text
pins_addchannel=C09BD3979, timestamp=1785362069.011417
Arguments
channel=C09BD3979, timestamp=1785362069.011417
Output
ok: true
23{"full_early_unlock_count":410,"dollar_exposure":36673.63,"average_days_early":3.7906,"standard_count":261,"same_day_cou…
{"full_early_unlock_count":410,"dollar_exposure":36673.63,"average_days_early":3.7906,"standard_count":261,"same_day_count":149}
24{"full_early_unlock_count": 410, "dollar_exposure": 36673.63, "average_days_early": 3.7906, "standard_count": 261, "same…
{"full_early_unlock_count": 410, "dollar_exposure": 36673.63, "average_days_early": 3.7906, "standard_count": 261, "same_day_count": 149}