 ▐▛███▜▌   Claude Code v2.1.226
▝▜█████▛▘  Sonnet 5 · Claude Pro
  ▘▘ ▝▝    ~/…/build_and_test/genai-logic/demo_customs_clvs


❯ Please load `.github/.copilot-instructions.md`.                               
                                                                                
  # E - in created project, get the requirements (win: Copy-Item -Path          
  "..\samples\requirements\customs_demo\*" -Destination "." -Recurse -Force     
  -Verbose 4>&1).Count)                                                         
  ! cp -rv ../samples/requirements/customs_demo_clvs/. . | wc -l                
                                                                                
  # F - apply the delete-cascade pattern below to database/models.py (no        
  orphans after parent delete via API)                                          
                                                                                
  # G - ask Coding Agent to create the system by implementing the requirements  
  implement requirements docs/requirements/customs_demo                         
  /export docs/requirements/transcript_creation                                 

  Read 1 file, recalled 1 memory (ctrl+o to expand)

⏺ Bash(pwd && echo "---" && ls -la && echo "--- docs/requirements ---" && ls -la
      docs/requirements 2>/dev/null && echo "--- database/models.py head ---"
      && head -50 da…)
  ⎿  /Users/val/dev/ApiLogicServer/ApiLogicServer-dev/build_and_test/genai-
     logic/demo_customs_clvs
     ---
     … +86 lines (ctrl+o to expand)

⏺ Bash(cd .. && pwd && ls -la samples/requirements/ 2>/dev/null && echo "---
      customs_demo_clvs ---" && find samples/requirements/customs_demo_clvs
      -maxdepth 2 2>/dev/n…)
  ⎿  /Users/val/dev/ApiLogicServer/ApiLogicServer-dev/build_and_test/genai-
     logic
     total 16
     … +15 lines (ctrl+o to expand)
  ⎿  Shell cwd was reset to /Users/val/dev/ApiLogicServer/ApiLogicServer-de
     v/build_and_test/genai-logic/demo_customs_clvs

  Searched for 1 pattern (ctrl+o to expand)

⏺ Good — confirms this is copied to the project root. Now let me display the
  welcome message, then proceed through steps E, F, G.

  Welcome to Your GenAI-Logic Project

  This is a complete, working microservice auto-generated from a database
  schema.

  What's been created:
  - Admin Web Application - Live at http://localhost:5656
  - REST API Endpoints - All database tables exposed at /api/*
  - Database Models - Complete SQLAlchemy ORM in database/models.py
  - Authentication System - JWT-based auth framework ready to configure
  - Business Logic Engine - Declarative rules system in logic/declare_logic.py

  ---
  To start your application: Press F5

  ---
  What can I help you with?

  Ask me to 'show me what you can help me with' for a complete list of services,
  or jump right in:

  1. Add business logic - Translate requirements into declarative rules
  2. Customize the API - Add custom endpoints for your specific needs
  3. Create custom UIs - Build React apps with genai-logic genai-add-app --vibe
  4. Add security - Bootstrap with genai-logic add-auth, then declare
  roles/grants/filters in security/declare_security.py
  5. Test your logic - Create Behave tests with requirements traceability
  6. Configure Admin UI - Customize the auto-generated admin interface
  7. Query via MCP - Process natural language queries through Model Context
  Protocol
  8. Create B2B APIs - Complex integration endpoints with partner systems
  9. Add events - Integrate with Kafka, webhooks, or other event systems
  10. Customize models - Add tables, attributes, or derived fields
  11. Executable Requirements - Copy a requirements set into
  docs/requirements/<name>/, say "implement reqs <name>", and I execute the spec
  end-to-end with an ad-libs audit report
  12. Governance Report - Say "vital signs" or "health check" for rule adoption,
  dependency tracking, and docstring hygiene
  13. Logic Diagram - Say "create logic diagram" for an SVG showing the rule
  chain
  14. Queries and Dashboards - Ask for a query, report, or a dashboard/chart

  Ready to customize your project?

  ---
  Your message also includes follow-on steps (E, F, G) — proceeding with those
  now.

  Step E — copying requirements into the project:

⏺ Bash(cp -rv ../samples/requirements/customs_demo_clvs/. . | wc -l)
  ⎿  24

  Listed 1 directory (ctrl+o to expand)

⏺ Step E complete — requirements, message formats, and Kafka reset scripts are
  in place.

  Step F — applying the delete-cascade pattern to database/models.py (per
  memory, this must be re-applied fresh each run: cascade="all, delete" on
  PieceList/SpecialHandlingList/ShipmentPartyList, passive_deletes='all' on
  ShipmentCommodityList, plus a PRAGMA foreign_keys=ON listener). Let me check
  the current model relationships and database/customize_models.py before
  editing.

  Searched for 1 pattern (ctrl+o to expand)

⏺ Now let me look at the exact relationship lines and the customize_models.py
  file to apply the cascade pattern.

  Read 1 file (ctrl+o to expand)

⏺ Update(database/models.py)
  ⎿  Added 4 lines, removed 4 lines
      259      # parent relationships (access parent)
      260  
      261      # child relationships (access children)
      262 -    PieceList : Mapped[List["Piece"]] = relationship(back_popu
          -lates="shipment")                                             
      263 -    SpecialHandlingList : Mapped[List["SpecialHandling"]] = re
          -lationship(back_populates="shipment")                         
      264 -    ShipmentCommodityList : Mapped[List["ShipmentCommodity"]] 
          -= relationship(back_populates="shipment")                     
      265 -    ShipmentPartyList : Mapped[List["ShipmentParty"]] = relati
          -onship(back_populates="shipment")                             
      262 +    PieceList : Mapped[List["Piece"]] = relationship(back_popu
          +lates="shipment", cascade="all, delete")                      
      263 +    SpecialHandlingList : Mapped[List["SpecialHandling"]] = re
          +lationship(back_populates="shipment", cascade="all, delete")  
      264 +    ShipmentCommodityList : Mapped[List["ShipmentCommodity"]] 
          += relationship(back_populates="shipment", passive_deletes='all
          +')                                                            
      265 +    ShipmentPartyList : Mapped[List["ShipmentParty"]] = relati
          +onship(back_populates="shipment", cascade="all, delete")      
      266  
      267  
      268  

  Read 1 file (ctrl+o to expand)
⏺ Bash(sqlite3 database/db.sqlite ".schema shipment_commodity" && echo
      "---piece---" && sqlite3 database/db.sqlite ".schema piece" && echo
      "---shipment_party---" && sq…)
  ⎿  CREATE TABLE IF NOT EXISTS "shipment_commodity" (
         local_shipment_oid_nbr      INTEGER NOT NULL,
         sequence_nbr                INTEGER NOT NULL,
     … +128 lines (ctrl+o to expand)

⏺ Good — DB-level ON DELETE CASCADE is already in place, so the SQLite PRAGMA 
  foreign_keys=ON connect listener is essential for those to fire. Let me add it
  to customize_models.py.

⏺ Update(database/customize_models.py)
  ⎿  Added 11 lines
       1  from database import models
       2  from safrs import jsonapi_attr
       3  from sqlalchemy.orm import relationship, remote, foreign
       4 +from sqlalchemy import event                                   
       5 +from sqlalchemy.engine import Engine                           
       6  import logging
       7  
       8  app_logger = logging.getLogger(__name__)
       9  
      10 +@event.listens_for(Engine, "connect")                          
      11 +def _set_sqlite_pragma_foreign_keys(dbapi_connection, connectio
         +n_record):                                                     
      12 +    """SQLite disables FK enforcement per-connection by default
         +; ON DELETE CASCADE                                            
      13 +    clauses in the schema (shipment -> piece/shipment_party/spe
         +cial_handling/shipment_commodity)                              
      14 +    are silent no-ops without this."""                         
      15 +    cursor = dbapi_connection.cursor()                         
      16 +    cursor.execute("PRAGMA foreign_keys=ON")                   
      17 +    cursor.close()                                             
      18 +                                                               
      19  from database.database_discovery.auto_discovery import discover
          _models
      20  discover_models()
      21  

⏺ Step F complete. Now starting Step G — implementing requirements via the
  Executable Requirements workflow.

  Read 1 file (ctrl+o to expand)

⏺ I already have logic_bank_api.md loaded (via CLAUDE.md). Per the mandatory
  workflow, I need to read the remaining training files before writing any code.
  Let me load them now.

  Searched for 1 pattern, read 5 files (ctrl+o to expand)

⏺ Bash(python3 -c "
      import xml.etree.ElementTree as ET…)
  ⎿  ROOT: {http://cim.corp.ship}CIMCorpShipment
     messageMetadata - children: ['messageTimestamp', 'messageSource', 'sou
     rceSystemId']
     … +36 lines (ctrl+o to expand)

⏺ Good, matches memory design exactly. Now let's check the LVS reference (which
  sets a different PLANNED_CLEARANCE_LOCATION_CD per memory's known-issue note)
  and read the current models.py for the relevant tables.

⏺ Bash(python3 -c "
      import xml.etree.ElementTree as ET…)
  ⎿  MDE-CDV-LVS-1.xml
      PLANNED_CLEARANCE_LOCATION_CD= None
      SERVICE_TYPE_CD= None
     … +9 lines (ctrl+o to expand)

⏺ Bash(python3 -c "
      import xml.etree.ElementTree as ET…)
  ⎿  MDE-CDV-LVS-1.xml
       PLANNED_CLEARANCE_LOCATION_CD = 0704
       SERVICE_TYPE_CD = 04
     … +9 lines (ctrl+o to expand)

⏺ This exactly matches the memory's documented pattern (LVS uses CBSA numeric
  codes, HVS uses airport codes). Now let's check the current models.py for the
  relevant tables and existing
  customs_office/controlled_regulated_goods/customer/sys_config schema.

  Searched for 1 pattern, read 1 file (ctrl+o to expand)

⏺ Bash(for t in customer customs_office controlled_regulated_goods govt_dept
      customs_region sys_config shipment; do
        echo -n "$t: "; sqlite3 database/db.sqlite "selec…)
  ⎿  customer: 11
     customs_office: 104
     controlled_regulated_goods: 184
     … +4 lines (ctrl+o to expand)

⏺ Bash(sqlite3 database/db.sqlite "select id, name, duty_bill_to_acct_nbr from
      customer;")
  ⎿  1|ACME IMPORTS INC|451000001
     2|NORTHERN LIGHTS TRADING CO|451000002
     3|PACIFIC RIM IMPORTS LTD|451000003
     … +8 lines (ctrl+o to expand)

⏺ Bash(sqlite3 database/db.sqlite "select id, office_code, name, clvs_release
      from customs_office where office_code in ('0704','0504') or office_code
      like '%MEM%' or o…)
  ⎿  17|0504|Montréal Mirabel Airport (Cargo)|1
     41|0704|Toronto Pearson Cargo (Infield)|1
⏺ Now I have the full picture matching the proven design from memory. Let me
  write the DDL change list and run it.

  Made 1 scratchpad edit +24 (ctrl+o to expand)

⏺ Bash(sqlite3 database/db.sqlite <
      /private/tmp/claude-502/-Users-val-dev-ApiLogicServer-ApiLogicServer-dev-b
      uild-and-test-genai-logic-demo-customs-clvs/ff0a11bd-fbac…)
  ⎿  DDL_OK
     3300
     CREATE TABLE shipment_xml (
     … +5 lines (ctrl+o to expand)

⏺ DDL applied. Now let's rebuild models from the database.

⏺ Bash(source ../venv/bin/activate 2>/dev/null && which genai-logic &&
      genai-logic rebuild-from-database --db_url=sqlite:///database/db.sqlite
      2>&1 | tail -40)
  ⎿  /Users/val/dev/ApiLogicServer/ApiLogicServer-dev/build_and_test/genai-
     logic/venv/bin/genai-logic
     .. ..Updated .vscode/settings.json NOT SET
     … +9 lines (ctrl+o to expand)

  Listed 1 directory (ctrl+o to expand)

⏺ Rebuild overwrote my Step F cascade edits (expected — matches memory's note
  that they must be reapplied after every rebuild). Let me reapply them now.

  Searched for 1 pattern (ctrl+o to expand)

⏺ Update(database/models.py)
  ⎿  Added 4 lines, removed 4 lines
      385      sys_config : Mapped["SysConfig"] = relationship(back_popul
           ates=("ShipmentList"))
      386  
      387      # child relationships (access children)
      388 -    PieceList : Mapped[List["Piece"]] = relationship(back_popu
          -lates="shipment")                                             
      389 -    ShipmentCommodityList : Mapped[List["ShipmentCommodity"]] 
          -= relationship(back_populates="shipment")                     
      390 -    SpecialHandlingList : Mapped[List["SpecialHandling"]] = re
          -lationship(back_populates="shipment")                         
      391 -    ShipmentPartyList : Mapped[List["ShipmentParty"]] = relati
          -onship(back_populates="shipment")                             
      388 +    PieceList : Mapped[List["Piece"]] = relationship(back_popu
          +lates="shipment", cascade="all, delete")                      
      389 +    ShipmentCommodityList : Mapped[List["ShipmentCommodity"]] 
          += relationship(back_populates="shipment", passive_deletes='all
          +')                                                            
      390 +    SpecialHandlingList : Mapped[List["SpecialHandling"]] = re
          +lationship(back_populates="shipment", cascade="all, delete")  
      391 +    ShipmentPartyList : Mapped[List["ShipmentParty"]] = relati
          +onship(back_populates="shipment", cascade="all, delete")      
      392  
      393  
      394  

  Searched for 1 pattern (ctrl+o to expand)

⏺ Good, that survived (as expected — customize_models.py is preserved across
  rebuilds). Now let me initialize SysConfig.clvs_lvs_threshold_cad for
  pre-existing rows and write the Pre-Coding Analysis into ad-libs.md before
  writing any logic files.

⏺ Bash(sqlite3 database/db.sqlite "select id, clvs_lvs_threshold_cad from
      sys_config; update sys_config set clvs_lvs_threshold_cad = 3300.00 where
      clvs_lvs_threshold_c…)
  ⎿  1|3300
     1|3300

⏺ Write(docs/requirements/customs_demo/ad-libs.md)
  ⎿  Wrote 138 lines to docs/requirements/customs_demo/ad-libs.md
      1 ## Ad-Libs Report
         needed.**
      4 ---
      6 ## Walkthrough
      8 1. **Basic data model** — Shipment / Piece / ShipmentParty / Ship
        mentCommodity / ControlledRegulatedGood / CustomsOffice / Custome
        ce built from a pre-seeded domain schema, not `starter.sqlite`). 
        d columns.
        able; 8 columns on `shipment` (clvs_reason, clvs_eligible, prohib
        , sys_config_id FK, clvs_lvs_threshold_cad,
     … +267 lines (ctrl+o to expand)

  Read 1 file (ctrl+o to expand)

⏺ I have a structural bug — a stray closing </details> mid-document. Let me fix
  the nesting to match the template exactly.

⏺ Update(docs/requirements/customs_demo/ad-libs.md)
  ⎿  Removed 2 lines
      111  
      112  *(Error Correction Loops and remaining metrics completed after
            implementation — see end of this file.)*
      113  
      114 -</details>                                                    
      115 -                                                              
      114  ---
      115  
      116  ### 🔴 Review Required

⏺ Now the <details> block closes only once at the very end, right before the FYI
  section. Let me verify the final structure.

  Searched for 1 pattern (ctrl+o to expand)

⏺ Structure is correct. Now let's link this ad-libs.md from
  project_creation_report.md, then move to implementation.

  Read 1 file (ctrl+o to expand)

⏺ Update(docs/requirements/project_creation_report.md)
  ⎿  Added 2 lines
      42  ## Use Cases
      43  
      44  *(each `impl req` run appends a link here to its `docs/requirem
          ents/<use_case>/ad-libs.md`)*
      45 +                                                               
      46 +- [customs_demo](customs_demo/ad-libs.md) — EAI Kafka consume (
         +isdc) + importer matching + CLVS eligibility, 2026-08-11       

⏺ Now implementing. Let me check integration/system/EaiSubscribeMapper.py for
  the exact helper signatures before writing the mapper.

  Read 1 file, listed 1 directory (ctrl+o to expand)

⏺ Bash(python3 -c "
      import xml.etree.ElementTree as ET…)
  ⎿  consignee -> {'PARTY_OID_NBR': '0', 'OID_NBR': '6210187919', 'OID_TYPE
     _CD': 'S', 'SHIPMENT_PARTY_TYPE_CD': 'C'}
     shipper -> {'PARTY_OID_NBR': '0', 'OID_NBR': '6210187919', 'OID_TYPE_C
     … +3 lines (ctrl+o to expand)
⏺ Bash(python3 -c "
      import xml.etree.ElementTree as ET…)
  ⎿  commodities -> {'LOCAL_SHIPMENT_OID_NBR': '6210187919', 'SEQUENCE_NBR'
     : '1', 'CLEARANCE_COUNTRY_CD': None, 'COMMODITY_DESC': 'HARD COVER BOO
     KS', 'COMMODITY_WGT': '0.0', 'COMMODITY_WGT_UOM_CD': None, 'CUSTOMS_VA
     … +11 lines (ctrl+o to expand)

⏺ Bash(sqlite3 database/db.sqlite "select id, hs_code, category, clvs_reason
      from controlled_regulated_goods limit 5;")
  ⎿  1|9301.10.00|firearms_weapons|Prohibited weapon
     2|9301.20.00|firearms_weapons|Prohibited weapon
     3|9301.90.00|firearms_weapons|Prohibited weapon
     … +2 lines (ctrl+o to expand)

⏺ Bash(sqlite3 database/db.sqlite "select hs_code,
      length(replace(hs_code,'.','')) as len from controlled_regulated_goods
      limit 20;" && echo "---distinct lens---" && s…)
  ⎿  9301.10.00|8
     9301.20.00|8
     9301.90.00|8
     … +19 lines (ctrl+o to expand)

⏺ Now writing the EAI mapper, consumer, and debug endpoint files.

⏺ Write(integration/IsdcMapper.py)
  ⎿  Wrote 48 lines to integration/IsdcMapper.py
       1 """
         Party + ShipmentCommodity + SpecialHandling.
       3 
         s/Classify_Entity_Details.csv
       5 (Tier 1 auto lowercase(field) -> column). Sections mawbAsgmt, ma
       6 virtualRouteLegs, extraData have no corresponding target table i
         n this schema and are skipped.
       8 import xml.etree.ElementTree as ET
       9 from database import models
         _local
     … +49 lines (ctrl+o to expand)

⏺ Write(integration/kafka/kafka_subscribe_discovery/isdc.py)
  ⎿  Wrote 102 lines to integration/kafka/kafka_subscribe_discovery/isdc.py
       1 """
       3   1. integration/kafka/kafka_subscribe_discovery/isdc.py  - isdc
       4        reads message, inserts raw payload into ShipmentXml blob 
         (Tx 1)
       6        insert -> publishes payload to topic: isdc_processed
       7   3. integration/kafka/kafka_subscribe_discovery/isdc.py  - isdc
       8        parses payload -> domain rows (lookups + LogicBank rules)
          (Tx 2)
       9   4. api/api_discovery/isdc_kafka_consume_debug.py
         tion directly
     … +123 lines (ctrl+o to expand)

⏺ Now the row-event bridge:

⏺ Write(logic/logic_discovery/isdc_consume.py)
  ⎿  Wrote 33 lines to logic/logic_discovery/isdc_consume.py
       1 """
       2 EAI Consume — isdc topic, row-event bridge.
       4 On ShipmentXml insert (Tx 1, from Consumer 1 or /consume_debug),
          publish the raw
       5 payload to isdc_processed so Consumer 2 can parse and persist do
       6 See integration/kafka/kafka_subscribe_discovery/isdc.py for the 
         full pipeline.
       7 """
       9 from logic_bank.exec_row_logic.logic_row import LogicRow
      10 from database import models
     … +36 lines (ctrl+o to expand)

⏺ Now the debug endpoint:

⏺ Write(api/api_discovery/isdc_kafka_consume_debug.py)
  ⎿  Wrote 36 lines to api/api_discovery/isdc_kafka_consume_debug.py
       1 import logging
       2 import os
       3 from pathlib import Path
       4 import safrs
       5 from flask import request, jsonify
       7 app_logger = logging.getLogger("api_logic_server_app")
       8 
       9 
      10 def add_service(app, api, project_dir, swagger_host: str, PORT: 
         str, method_decorators=[]):
     … +34 lines (ctrl+o to expand)

⏺ Now writing the importer-matching logic (Step 2):

⏺ Write(logic/logic_discovery/shipment_matching.py)
  ⎿  Wrote 45 lines to logic/logic_discovery/shipment_matching.py
       1 """
       2 Logic discovery: Shipment matching (Phase 2).
       3 
       5 
       6 On Shipment insert, look up the matching Customer using:
       7     Shipment.trprt_bill_to_acct_nbr == Customer.duty_bill_to_acc
         t_nbr
       9 If no match: log a warning, do nothing.
      10 If match found: create a ShipmentParty row, matching high confid
         ence columns
     … +45 lines (ctrl+o to expand)

  Searched for 1 pattern (ctrl+o to expand)

⏺ Write(logic/logic_discovery/clvs_eligibility.py)
  ⎿  Wrote 93 lines to logic/logic_discovery/clvs_eligibility.py
       1 """
       3   Given a shipment imported by an authorized CLVS courier
       4   And the shipment has an estimated value for duty not exceeding
       5   And the shipment has no prohibited commodity lines (ShipmentCo
         mmodity.is_prohibited = 1)
          using first ten digits of the harmonized tariff number)
       7   And the shipment is released at a CBSA-designated customs offi
       8   When the shipment eligibility is evaluated
       9   Then the shipment shall be eligible for the CLVS Program
          reasons why failed (or blank)
     … +113 lines (ctrl+o to expand)

⏺ Update(docs/requirements/customs_demo/ad-libs.md)
  ⎿  Added 1 line
      130  - `integration/IsdcMapper.py` — `mawbAsgmt`, `mawb`, `currenci
           es`, `virtualRouteLegs`, and `extraData` XML sections are pres
           ent in the sample message but have no corresponding target tab
           le in this schema; skipped in `TAG_ROUTING` (only `shipment`, 
           `consignee`/`shipper`, `piece`, `commodities`, `specialHandlin
           gCodes` are routed).
      131  - `integration/kafka/kafka_subscribe_discovery/isdc.py` — dupl
           icate policy implemented as replace-on-duplicate (parse first,
            then replace the prior shipment graph and insert parsed rows)
           , matching `ISDC_DUPLICATE_POLICY=replace` default per explici
           t requirement text (this project's spec explicitly asks for re
           place, unlike the EAI training doc's insert-only default).
      132  - `integration/IsdcMapper.py` (`ShipmentParty.shipment_party_o
           id_nbr`) — `PARTY_OID_NBR` sentinel value `0` normalized to `N
           one` before insert so DB autoincrement assigns a unique PK (bo
           th consignee and shipper carry `0` in some sample payloads).
      133 +- `logic/logic_discovery/clvs_eligibility.py:39` (`_set_contro
          +lled_good`) — spec says "first ten digits of the harmonized ta
          +riff number," but the seeded `controlled_regulated_goods.hs_co
          +de` lookup table stores 8-digit codes only (confirmed: all 184
          + rows are 8 digits after removing dots). Matched on the first 
          +8 digits (the table's actual precision) instead of 10, formatt
          +ed with dots (`NNNN.NN.NN`) to match the stored format.       
      134  
      135  </details>
      136  

⏺ Now let's write the per-use-case requirements.md traceability files.

⏺ Bash(mkdir -p docs/requirements/isdc_consume
      docs/requirements/shipment_matching docs/requirements/clvs_eligibility)
  ⎿  Done

⏺ Write(docs/requirements/isdc_consume/requirements.md)
  ⎿  Wrote 26 lines to docs/requirements/isdc_consume/requirements.md
      1 ---
      2 created: 2026-08-11T18:10:00
      3 created_by: claude-sonnet-5
      4 use_case: isdc_consume
      5 ---
      6 
      7 Read `docs/training/eai_subscribe.md`, then:
      8 
      9 Subscribe to Kafka topic `isdc`. Each message is a CIMCorp shipme
        nt XML.
     … +26 lines (ctrl+o to expand)

⏺ Write(docs/requirements/shipment_matching/requirements.md)
  ⎿  Wrote 18 lines to docs/requirements/shipment_matching/requirements.md
      1 ---
      2 created: 2026-08-11T18:10:00
      3 created_by: claude-sonnet-5
      4 use_case: shipment_matching
      5 ---
      6 
      7 Logic discovery: Shipment matching (Phase 2).
      8 
      9 Create `logic/logic_discovery/shipment_matching.py`.
     … +11 lines (ctrl+o to expand)

⏺ Write(docs/requirements/clvs_eligibility/requirements.md)  ⎿  Wrote 15 lines to docs/requirements/clvs_eligibility/requirements.md
       1 ---
       2 created: 2026-08-11T18:10:00
       3 created_by: claude-sonnet-5
       5 ---
       6 
       7 Scenario: Shipment at or below the LVS threshold is eligible
       8   Given a shipment imported by an authorized CLVS courier
          CAD $3,300
      10   And the shipment has no prohibited commodity lines (ShipmentCo
         mmodity.is_prohibited = 1)
     … +9 lines (ctrl+o to expand)

  Searched for 1 pattern, read 1 file (ctrl+o to expand)

⏺ Update(config/default.env)
  ⎿  Added 2 lines, removed 2 lines
      15  # include all keys and keep group.id aligned with KAFKA_CONSUME
          R_GROUP.
      16  # Do not set conflicting values across these two sources.
      17  
      18 -# KAFKA_SERVER = localhost:9092                                
      19 -# KAFKA_CONSUMER_GROUP = <project>-group1                      
      18 +KAFKA_SERVER = localhost:9092                                  
      19 +KAFKA_CONSUMER_GROUP = customs_demo-group1                     
      20  # APILOGICPROJECT_KAFKA_CONSUMER = "{\"bootstrap.servers\": \"l
          ocalhost:9092\", \"group.id\": \"<project>-group1\", \"auto.off
          set.reset\": \"earliest\", \"enable.auto.commit\": \"false\", \
          "session.timeout.ms\": \"6000\", \"heartbeat.interval.ms\": \"2
          000\"}"
      21  # APILOGICPROJECT_KAFKA_PRODUCER = "{\"bootstrap.servers\": \"l
          ocalhost:9092\"}"
      22  

  Searched for 1 pattern, listed 1 directory (ctrl+o to expand)

⏺ Write(test/send_isdc.py)
  ⎿  Wrote 40 lines to test/send_isdc.py
      1 """
      2 Kafka test publisher for the isdc EAI consume pipeline.
      3 
        a topic `isdc`.
      5 Uses confluent_kafka.Producer directly — never subprocess + kafka
        -console-producer,
      6 which sends one message per input line and mangles multi-line XML
      7 
      8 Usage:
      9     python test/send_isdc.py [path/to/message.xml]
     … +37 lines (ctrl+o to expand)

⏺ All artifacts written. Now let's start the server and verify it boots cleanly
  (checking for the "row.attr" trap and other startup errors).

⏺ Bash(pkill -f "python api_logic_server_run.py" 2>/dev/null; sleep 1; lsof -i
      :5656 2>/dev/null; echo "port check done")
  ⎿  COMMAND   PID USER   FD   TYPE            DEVICE SIZE/OFF NODE NAME
     Python  19557  val    9u  IPv4 0xee76ac80ea7b4ea      0t0  TCP *:5656
     (LISTEN)
     port check done

⏺ Bash(kill -9 19557 2>/dev/null; sleep 1; lsof -i :5656 2>/dev/null; echo
      "cleared")
  ⎿  cleared

⏺ Bash(source ../venv/bin/activate && rm -f logs/als.log && python
      api_logic_server_run.py > logs/server_stdout.log 2>&1 &
      sleep 6…)
  ⎿  ..ShipmentCommodity.is_prohibited: aggregate where clause
     ..Shipment.controlled_item_count: aggregate derivation
     ..ShipmentCommodity.controlled_regulated_goods_id: aggregate where cla
     … +77 lines (ctrl+o to expand)

⏺ Server started clean — 14 rules loaded, no crashes. Now testing the debug
  endpoint with the HVS reference message.

⏺ Bash(curl -s 'http://localhost:5656/consume_debug/isdc?file=docs/requirements/
      customs_demo/message_formats/MDE-CDV-HVS-WR-Rev260328.xml' | python3 -m
      json.tool)
  ⎿  {
         "awb_nbr": "427153913307",
         "blob_id": 1,
     … +8 lines (ctrl+o to expand)

⏺ Bash(curl -s 'http://localhost:5656/api/Shipment/' | python3 -m json.tool |
      head -60)
  ⎿  {
         "data": [
             {
     … +57 lines (ctrl+o to expand)

⏺ Bash(curl -s 'http://localhost:5656/consume_debug/isdc?file=docs/requirements/
      customs_demo/message_formats/MDE-CDV-LVS-1.xml' | python3 -m json.tool
      echo "---"…)
  ⎿  {
         "awb_nbr": "427153913308",
         "blob_id": 2,
     … +12 lines (ctrl+o to expand)

⏺ Bash(curl -s 'http://localhost:5656/api/ShipmentCommodity/?filter[local_shipme
      nt_oid_nbr]=6210187921' | python3 -c "
      import json,sys…)
  ⎿  Traceback (most recent call last):
       File "<string>", line 3, in <module>
         d=json.load(sys.stdin)
     … +16 lines (ctrl+o to expand)

⏺ Bash(sqlite3 database/db.sqlite "select * from controlled_regulated_goods
      where hs_code='6110.20.00';"
      echo "---api curl retry---"…)
  ⎿  174|12|textile_quota|6110.20.00|Jerseys, pullovers, cardigans (cotton)
     |Textile - may require import permit
     ---api curl retry---
     … +19 lines (ctrl+o to expand)

⏺ Excellent — that's a genuine match (real textile-quota entry), confirming the
  lookup logic works correctly across mixed dotted/undotted HS-code formats.
  Let's test LVS-2 to see if we get a genuinely eligible case.

⏺ Bash(curl -s 'http://localhost:5656/consume_debug/isdc?file=docs/requirements/
      customs_demo/message_formats/MDE-CDV-LVS-2.xml' | python3 -m json.tool
      curl -s 'http://…)
  ⎿  {
         "awb_nbr": "427153913309",
         "blob_id": 4,
     … +14 lines (ctrl+o to expand)

⏺ All three test cases behave correctly: HVS ineligible (value + office), LVS-1
  ineligible (genuine controlled-goods match), and LVS-2 fully eligible
  (clvs_eligible=1, blank reason). The eligibility engine works end-to-end. Now
  let's verify duplicate-replace behavior and the delete-cascade.
⏺ Bash(echo "--- replay same LVS-2 message (should replace, not duplicate) ---"
      curl -s 'http://localhost:5656/consume_debug/isdc?file=docs/requirements/c
      ustoms_demo/m…)
  ⎿  --- replay same LVS-2 message (should replace, not duplicate) ---
     {
         "awb_nbr": "427153913309",
     … +18 lines (ctrl+o to expand)

⏺ All checks pass. Now let's check logs/als.log for warnings, then run the
  automated test gate.

  Searched for 1 pattern (ctrl+o to expand)

⏺ Clean. Let's check the test gate script before running it.

  Read 1 file (ctrl+o to expand)

⏺ Bash(docker ps 2>&1 | head -10)
  ⎿  CONTAINER ID   IMAGE                              COMMAND
          CREATED        STATUS        PORTS
                                   NAMES
     … +13 lines (ctrl+o to expand)

⏺ Kafka broker (broker1) is already running. Let's run the full test gate with
  KAFKA_PHASE_REQUIRED=true, matching the memory's successful configuration.

⏺ Bash(pkill -f "python api_logic_server_run.py" 2>/dev/null; sleep 1
      cd /Users/val/dev/ApiLogicServer/ApiLogicServer-dev/build_and_test/genai-l
      ogic/demo_customs_clvs…)
  ⎿  Using Python: /Users/val/dev/ApiLogicServer/ApiLogicServer-dev/build_a
     nd_test/genai-logic/demo_customs_clvs/../venv/bin/python
     == [1/6] strict reset (server stop + db + topics) ==
     … +61 lines (ctrl+o to expand)
  ⎿  (timeout 2m 30s)

⏺ The full test gate passed on the first attempt — zero error-correction loops.
  Let me finalize the ad-libs.md metrics.

⏺ Update(docs/requirements/customs_demo/ad-libs.md)
  ⎿  Added 14 lines, removed 7 lines
      102  | Schema Read First | Yes — models.py + live sqlite schema + r
           ow counts read before any logic or mapper file |
      103  | Sample Data Read | Yes — Classify_Entity_Details.csv + both 
           reference XML fixtures parsed before mapper written |
      104  | Subagent Used | No — single pass |
      105 -| Self-Verification | (filled in after coding) |              
      106 -| Lightweight Checks Used | (filled in after coding) |        
      107 -| Gate Test Run Count | (filled in after coding) |            
      108 -| Gate Test Purpose | (filled in after coding) |              
      109 -| Error Correction Loops | (filled in after coding) |         
      110 -| Long-Run Diagnostics | None so far |                        
      105 +| Self-Verification | Yes — server started clean (14 rules loa
          +ded, no exceptions), `/consume_debug/isdc` tested against all 
          +3 sample fixtures (HVS, LVS-1, LVS-2) plus a replay, `logs/als
          +.log` scanned for errors, API `DELETE /api/Shipment/<id>/` ver
          +ified with zero orphaned children |                           
      106 +| Lightweight Checks Used | Yes — curl + `logs/als.log` per ph
          +ase, before running the full gate script |                    
      107 +| Gate Test Run Count | 1 — final verification only |         
      108 +| Gate Test Purpose | Final verification |                    
      109 +| Error Correction Loops | None — implementation passed on fir
          +st run |                                                      
      110 +| Long-Run Diagnostics | None |                               
      111  
      112 -*(Error Correction Loops and remaining metrics completed after
          - implementation — see end of this file.)*                     
      112 +**Error Correction Loops:** None — implementation passed on fi
          +rst run. `docs/requirements/customs_demo/test_gate.sh` with `K
          +AFKA_PHASE_REQUIRED=true` reported `PASS: customs_demo XR test
          + gate (debug + Kafka)` on the first execution.                
      113  
      114 +**Live verification results (beyond the gate script):**       
      115 +- HVS fixture (`MDE-CDV-HVS-WR-Rev260328.xml`): `clvs_eligible
          +=0`, reason = value exceeds threshold + no CBSA-designated off
          +ice match (airport code `MEM` doesn't match any seeded `custom
          +s_office.office_code` — see 🔴 Review Required)               
      116 +- LVS-1 fixture: `clvs_eligible=0` — value under threshold, of
          +fice matched (`0704`→Toronto Pearson, `clvs_release=1`), but g
          +enuinely carries a real controlled/textile-quota commodity (HS
          + `6110.20.00` — "Jerseys, pullovers, cardigans (cotton)", matc
          +hed against seeded `controlled_regulated_goods` row id 174) — 
          +correct rejection, not a false positive                       
      117 +- LVS-2 fixture: `clvs_eligible=1`, `clvs_reason=""` — fully e
          +ligible: value $3,000 (under $3,300), office matched, no prohi
          +bited/controlled lines                                        
      118 +- Replay of the same payload twice left domain-row counts unch
          +anged and only incremented the `shipment_xml` audit count (rep
          +lace-on-duplicate confirmed working)                          
      119 +- `DELETE /api/Shipment/<id>/` → 204, zero orphaned `Piece`/`S
          +hipmentParty`/`ShipmentCommodity` rows (delete-cascade + `PRAG
          +MA foreign_keys=ON` confirmed working end-to-end via the real 
          +API)                                                          
      120 +                                                              
      121  ---
      122  
      123  ### 🔴 Review Required

⏺ Bash(lsof -i :5656 2>/dev/null; ps aux | grep "api_logic_server_run" | grep -v
      grep)
  ⎿  No matches found

⏺ Everything is implemented and the test gate passes. Before finishing, per the
  CE's mandatory rule ("never copy admin-merge.yaml to admin.yaml without
  explicit confirmation — no exceptions"), I need your call on the Admin UI
  update.

⏺ User answered Claude's questions:
  ⎿  · rebuild-from-database generated ui/admin/admin-merge.yaml reflecting the 
     new schema (ShipmentXml section, new Shipment/ShipmentCommodity columns, 
     new relationships). admin.yaml itself wasn't touched. How should I proceed?
     → Replace (Recommended)

⏺ Bash(cp ui/admin/admin.yaml ui/admin/admin.yaml.bak && cp
      ui/admin/admin-merge.yaml ui/admin/admin.yaml && echo "swap done")
  ⎿  swap done

  Searched for 1 pattern, read 1 file (ctrl+o to expand)

⏺ Update(ui/admin/admin.yaml)
  ⎿  Added 1 line
      526        type: DATETIME
      527      - name: payload
      528        required: true
      529 +      type: textarea                                          
      530      - name: is_processed
      531        type: Boolean
      532      type: ShipmentXml

⏺ Bash(cd /Users/val/dev/ApiLogicServer/ApiLogicServer-dev/build_and_test/genai-
      logic/demo_customs_clvs
      source ../venv/bin/activate…)
  ⎿  HTTP 302
     done

⏺ Server starts clean with the new Admin UI (HTTP 302 redirect to the Admin App,
  as expected, no errors in the log).

⏺ Bash(cd /Users/val/dev/ApiLogicServer/ApiLogicServer-dev/build_and_test/genai-
      logic/demo_customs_clvs
      curl -s http://localhost:5656/admin-app/ -o /dev/null -w "admin…)
  ⎿  admin-app HTTP 404
     ShipmentXml API HTTP 200

  Searched for 1 pattern (ctrl+o to expand)
⏺ All steps from the runbook are complete. Summary:

  Step E — copied customs_demo_clvs requirements (24 files: requirements.md,
  message formats, Kafka scripts) into the project.

  Step F — reapplied the delete-cascade pattern to database/models.py
  (cascade="all, delete" on Piece/SpecialHandling/ShipmentParty,
  passive_deletes='all' on ShipmentCommodity) plus the PRAGMA foreign_keys=ON
  SQLite listener in customize_models.py. Verified via DELETE 
  /api/Shipment/<id>/ → 204 with zero orphaned children.

  Step G — implemented all 4 requirement steps (EAI Kafka consume, importer
  matching, CLVS eligibility, live Kafka), following the full Executable
  Requirements workflow (schema assessment, DDL, rule plan, ad-libs.md written
  before coding). Result: docs/requirements/customs_demo/test_gate.sh with
  KAFKA_PHASE_REQUIRED=true → PASS on the first run, zero error-correction
  loops. Live-verified all 3 sample messages: HVS ineligible (value + no office
  match), LVS-1 correctly ineligible (genuine textile-quota commodity match),
  LVS-2 fully eligible.

  You confirmed the Admin UI swap, so ui/admin/admin.yaml now reflects the new
  schema (backed up to admin.yaml.bak).

  Three items flagged for your review in
  docs/requirements/customs_demo/ad-libs.md:
  1. authorized_clvs_courier defaulted to always-1 — no courier data exists
  anywhere in the schema or sample messages.
  2. customs_office_id lookup only matches LVS-format messages (CBSA numeric
  codes); HVS-format messages carry airport codes that never match — always
  ineligible on that clause.
  3. ShipmentCommodity.is_prohibited derived from hazardous_material_cd
  non-blank — no explicit "prohibited" signal exists in source data.

  One thing I can't do myself: /export docs/requirements/transcript_creation is
  a Claude Code CLI command that operates on this interactive session — you'll
  need to type that yourself in the terminal to export the transcript.

✻ Churned for 13m 28s