Workshop evidence
Inventory Rebalancing Agent
This report separates source-only checks, native final-answer acceptance and learner-facing visual evidence. A screenshot supports only its reviewed visible scope; it does not certify every workshop step.
Deterministic case contract
These source-only marker checks are not, by themselves, native final-answer passes.
| Case | Must include | Must not claim |
|---|---|---|
IR-01 |
Dallas Fulfillment CenterSKU-4406 | I do not have access to the synthetic pilot data |
IR-02 |
SKU-4402SLOW-MOVING | I do not have access to the synthetic pilot data |
IR-03 |
SKU-4401No inventory has been reserved | I do not have access to the synthetic pilot data |
IR-04 |
Total annual holding costsynthetic planning estimates | I do not have access to the synthetic pilot data |
IR-05 |
$1.5M tied up$675KExcess safety stock | I do not have accessI cannot help |
IR-06 |
Phase 1: Immediate Actions$225K$1.2M in 90 days | I do not have accessI cannot help |
IR-07 |
New Utilization65%$2.8M | I do not have accessI cannot help |
IR-08 |
$640K$3.12M7,329% | I do not have accessI cannot help |
IR-09 |
$307K$465KDay 45 | I do not have accessI cannot help |
IR-10 |
60 days no movementInventory turnsSuccess Metrics | I do not have accessI cannot help |
Displayed visual checkpoints
Only reviewed checkpoints count within their stated scope. A labeled PNG board can combine multiple actual views; it is not an old JPEG or a continuous walkthrough. Asset paths are included for traceability.
| Checkpoint | Mode | Visible evidence | Annotated asset |
|---|---|---|---|
easy-review-build |
easy | Inventory Rebalancing Pilot; Draft; recovery-plan; warehouse-impact; execution-timeline; portfolio-analysis; monitoring-plan; aibast_inventory-rebalancing-synthetic-records.m; aibast_inventory-rebalancing-review-rules.md | solutions/inventory-rebalancing/screenshots/assisted/annotated/01-review-build.png |
easy-ir-01 |
easy | Dallas Fulfillment Center; SKU-4406 | solutions/inventory-rebalancing/screenshots/assisted/annotated/02-ir-01.png |
easy-ir-02 |
easy | SKU-4402; SLOW-MOVING | solutions/inventory-rebalancing/screenshots/assisted/annotated/03-ir-02.png |
easy-ir-03 |
easy | No inventory has been reserved; SKU-4401 | solutions/inventory-rebalancing/screenshots/assisted/annotated/04-ir-03.png |
easy-ir-04 |
easy | synthetic planning estimates; Total annual holding cost | solutions/inventory-rebalancing/screenshots/assisted/annotated/05-ir-04.png |
easy-ir-05 |
easy | $1.5M tied up; $675K; Excess safety stock | solutions/inventory-rebalancing/screenshots/assisted/annotated/06-ir-05.png |
easy-ir-06 |
easy | Phase 1: Immediate Actions; $225K | solutions/inventory-rebalancing/screenshots/assisted/annotated/07-ir-06.png |
easy-ir-07 |
easy | 65%; $2.8M | solutions/inventory-rebalancing/screenshots/assisted/annotated/08-ir-07.png |
easy-ir-08 |
easy | $640K; $3.12M; 7,329% | solutions/inventory-rebalancing/screenshots/assisted/annotated/09-ir-08.png |
easy-ir-09 |
easy | $307K; $465K; Day 45 | solutions/inventory-rebalancing/screenshots/assisted/annotated/10-ir-09.png |
easy-ir-10 |
easy | Inventory turns; 60 days no movement; Success Metrics | solutions/inventory-rebalancing/screenshots/assisted/annotated/11-ir-10.png |
easy-confirm-draft |
easy | Inventory Rebalancing Pilot | solutions/inventory-rebalancing/screenshots/assisted/annotated/12-confirm-draft.png |
hard-step-01 |
hard | Untitled Agent | solutions/inventory-rebalancing/screenshots/manual/annotated/01-create-blank-agent.png |
hard-step-02 |
hard | Inventory Manual Build | solutions/inventory-rebalancing/screenshots/manual/annotated/02-name-agent.png |
hard-step-03 |
hard | Inventory Rebalancing Agent — Manual Global Inst | solutions/inventory-rebalancing/screenshots/manual/annotated/03-enter-instructions.png |
hard-step-04 |
hard | Draft | solutions/inventory-rebalancing/screenshots/manual/annotated/04-save-instructions.png |
hard-step-05 |
hard | Provide trusted context to guide decisions | solutions/inventory-rebalancing/screenshots/manual/annotated/05-remove-web-search.png |
hard-step-06 |
hard | aibast_inventory-rebalancing-review-rules.md | solutions/inventory-rebalancing/screenshots/manual/annotated/06-add-aibast-inventory-rebalancing-review-rules.png |
hard-step-07 |
hard | aibast_inventory-rebalancing-synthetic-records.m | solutions/inventory-rebalancing/screenshots/manual/annotated/07-add-aibast-inventory-rebalancing-synthetic-records.png |
hard-step-08 |
hard | aibast-cost-analysis | solutions/inventory-rebalancing/screenshots/manual/annotated/08-add-aibast-cost-analysis-04.png |
hard-step-09 |
hard | execution-timeline | solutions/inventory-rebalancing/screenshots/manual/annotated/09-add-aibast-execution-timeline-09.png |
hard-step-10 |
hard | financial-impact | solutions/inventory-rebalancing/screenshots/manual/annotated/10-add-aibast-financial-impact-08.png |
hard-step-11 |
hard | aibast-inventory-snapshot | solutions/inventory-rebalancing/screenshots/manual/annotated/11-add-aibast-inventory-snapshot-01.png |
hard-step-12 |
hard | monitoring-plan | solutions/inventory-rebalancing/screenshots/manual/annotated/12-add-aibast-monitoring-plan-10.png |
hard-step-13 |
hard | portfolio-analysis | solutions/inventory-rebalancing/screenshots/manual/annotated/13-add-aibast-portfolio-analysis-05.png |
hard-step-14 |
hard | aibast-rebalance-recommendation | solutions/inventory-rebalancing/screenshots/manual/annotated/14-add-aibast-rebalance-recommendation-02.png |
hard-step-15 |
hard | recovery-plan | solutions/inventory-rebalancing/screenshots/manual/annotated/15-add-aibast-recovery-plan-06.png |
hard-step-16 |
hard | aibast-transfer-plan | solutions/inventory-rebalancing/screenshots/manual/annotated/16-add-aibast-transfer-plan-03.png |
hard-step-17 |
hard | warehouse-impact | solutions/inventory-rebalancing/screenshots/manual/annotated/17-add-aibast-warehouse-impact-07.png |
hard-step-18 |
hard | Claude Opus 5; warehouse-impact; aibast-transfer-plan; recovery-plan; aibast-rebalance-recommendation; portfolio-analysis; aibast_inventory-rebalancing-synthetic-records.m; aibast_inventory-rebalancing-review-rules.md | solutions/inventory-rebalancing/screenshots/manual/annotated/18-review-inventory.png |
hard-step-19 |
hard | warehouse-impact; aibast-transfer-plan; recovery-plan; aibast-rebalance-recommendation | solutions/inventory-rebalancing/screenshots/manual/annotated/19-review-skills.png |
hard-step-20 |
hard | aibast-inventory-snapshot; financial-impact; execution-timeline; aibast-cost-analysis | solutions/inventory-rebalancing/screenshots/manual/annotated/20-review-skills-more.png |
hard-step-21 |
hard | Inventory Manual Build | solutions/inventory-rebalancing/screenshots/manual/annotated/21-open-preview.png |
hard-ir-01 |
hard | Dallas Fulfillment Center; SKU-4406 | solutions/inventory-rebalancing/screenshots/manual/annotated/22-ir-01.png |
hard-ir-02 |
hard | SKU-4402; SLOW-MOVING | solutions/inventory-rebalancing/screenshots/manual/annotated/23-ir-02.png |
hard-ir-03 |
hard | SKU-4401; No inventory has been reserved | solutions/inventory-rebalancing/screenshots/manual/annotated/24-ir-03.png |
hard-ir-04 |
hard | synthetic planning estimates; Total annual holding cost | solutions/inventory-rebalancing/screenshots/manual/annotated/25-ir-04.png |
hard-ir-05 |
hard | $1.5M tied up; $675K; Excess safety stock | solutions/inventory-rebalancing/screenshots/manual/annotated/26-ir-05.png |
hard-ir-06 |
hard | Phase 1: Immediate Actions; $225K; $1.2M in 90 days | solutions/inventory-rebalancing/screenshots/manual/annotated/27-ir-06.png |
hard-ir-07 |
hard | New Utilization; 65%; $2.8M | solutions/inventory-rebalancing/screenshots/manual/annotated/28-ir-07.png |
hard-ir-08 |
hard | $640K; $3.12M; 7,329% | solutions/inventory-rebalancing/screenshots/manual/annotated/29-ir-08.png |
hard-ir-09 |
hard | $307K; Day 45 | solutions/inventory-rebalancing/screenshots/manual/annotated/30-ir-09.png |
hard-ir-10 |
hard | Inventory turns; 60 days no movement; Success Metrics | solutions/inventory-rebalancing/screenshots/manual/annotated/31-ir-10.png |
hard-step-32 |
hard | Inventory Manual Build | solutions/inventory-rebalancing/screenshots/manual/annotated/32-confirm-draft.png |
Reference-only visual gaps
These checkpoints remain open or reference historical captures. No current image is implied by this table; review and reshoot requirements must be resolved before acceptance.
| Checkpoint | Mode | Source asset | Reason |
|---|