task_116Retail trade
All trialsGPT-5.6 SolcodexTrial 01
Trial reward
GPT-5.6 SolFail
Trial 01 — 2nd of 4 by reward score. This model averages 69% across 4 trials on this task.
- 11/15Core verifiers passed
- 13/18All verifiers passed
- 4Core failed
- 68Turns
- 55Tool calls
- $5.05Cost
- 27.9mTime
- 68kOutput tokens
Missed 4 of 15 core — traffic_profit, execution and core_final_facings and 1 more, plus 1 secondary.
core (15)
sushi_routeLLMPass
Why it mattersSushi is the most tempting vendor-led trap because supplier notes conflict with signed launch terms.
How to passChecks whether the memo makes the correct route-limited sushi recommendation.
Reads
capacityLLMPass
Why it mattersA professional reset recommendation must catch the specific physical overfills before Space Planning releases the case set.
How to passChecks whether the memo identifies the exact buyer-proposal capacity conflicts by cluster and amount.
Reads
vegetarian_roleLLMPass
Why it mattersRetail food-to-go resets must protect mission coverage while avoiding a poor substitute.
How to passChecks whether the memo protects credible vegetarian coverage with the correct item logic.
Reads
seasonalLLMPass
Why it mattersKeeping or ambiguously deferring an unsupported winter perishable in July would create avoidable shrink and execution confusion.
How to passChecks whether the memo makes a concrete all-cluster zero-facing decision for the winter seasonal SKU.
Reads
traffic_profitLLMFail
Why it mattersThe task requires a decision that protects lunch traffic and profit, not just deletes weak SKUs.
How to passChecks whether the memo prioritizes the core traffic and profitable launch items.
Reads
Failure mode Required Rationale or Authority Statement Omitted
Why it failedThe memo protects Chicken Caesar Wrap and gives Protein Snack Box launch space but never states the full required rationale together: OOS pressure for Caesar, and pilot performance, low waste, code date, and scan credit for Protein Snack Box.
Justification
The memo gives Protein Snack Box launch space in all clusters and adds/protects Caesar facings, but it does not explicitly justify Caesar as a core lunch traffic driver with out-of-stock pressure, and it does not cite Protein Snack Box’s long code date as part of the rationale. Because those pass criteria are not fully evidenced, the rubric is not satisfied.
trust_hierarchyLLMPass
Why it mattersThe task's central trap is that supplier projections and proposal comments conflict with the authoritative demand and vendor-term sources.
How to passChecks whether the memo substantively applies the source hierarchy instead of merely naming it.
Reads
scope_controlLLMPass
Why it mattersThe first four weeks must be executable using only the already available items, case capacity, and signed operating terms.
How to passChecks whether the memo avoids invented SKUs, capacity, delivery days, credits, and route assumptions.
Reads
executionLLMFail
Why it mattersThe senior merchant needs a first-four-week reset decision that Space Planning and field operations can execute without interpreting generic advice.
How to passChecks whether the memo provides an executable revised cluster-level assortment with slot totals.
Reads
Failure mode Allocation or Selection Plan Incorrect
Why it failedThe memo's cluster-level final facings and slot totals consistently differ from the required exact values for Metro, Highway, and Rural North.
Justification
The memo gives a cluster-level final plan, but it does not satisfy all required outcomes: Rural North is listed as 1 Caesar; 2 Turkey Club; 1 Southwest Bowl; 1 Hummus; 1 Protein at 6.5 / 7.0, not the required 6.0 slots with zero Southwest Chicken Bowl.
workbook_structureLLMPass
Why it mattersThe workbook must support the memo with granular decisions, not just summary prose.
How to passChecks whether the workbook contains a complete cluster-SKU decision matrix.
Reads
core_final_facingsLLMFail
Why it mattersThis keeps the load-bearing final allocation check while avoiding double-counting the Egg Salad, Turkey Cranberry, Caprese, and Hummus decisions.
How to passChecks workbook final facing allocations for core traffic, base assortment, profit-launch, and route-limited SKUs not separately covered by weak-SKU or vegetarian-distribution checks.
Reads
Failure mode Allocation or Selection Plan Incorrect
Why it failedThe workbook's final facing counts for Chicken Caesar Wrap, Southwest Chicken Bowl, and the other graded SKUs consistently differ from the required per-cluster values.
Justification
The final facing plan has two material mismatches versus the rubric: Rural North lists Chicken Caesar Wrap (GGS-84QJ) at 1 facing instead of 2, and Southwest Chicken Bowl (GGS-9PQL) at 1 instead of 0 (shown in the Executive Summary, Final Assortment, and Capacity Check). This also triggers the explicit fail condition that Chicken Caesar cannot be below 2 in any cluster.
capacityLLMFail
Why it mattersA capacity-constrained reset must prove both that the original proposal was corrected and that the final plan fits live case capacity.
How to passChecks whether the workbook numerically reconciles proposal capacity conflicts and final capacity compliance.
Reads
Failure mode Quantity, Cost, Capacity, or Rate Calculation Wrong
Why it failedThe workbook correctly shows live capacity and the buyer-proposal overages, but the final reconciled tray-slot totals per cluster do not match the required final values.
Justification
The workbook does include a numeric capacity reconciliation on the 'Capacity Check' sheet with live slots, proposal slots, final slots/headroom, and PASS status, and it separately shows the proposal overages for COM/CAM/HWY/RUR. However, Rural North is reconciled to 6.5 final tray slots (live 7, proposal 7.5, final 6.5, headroom 0.5), while the rubric requires a final Rural use of 6.0, so the rubric is not fully satisfied.
dropsLLMPass
Why it mattersLeaving these SKUs in the final workbook would contradict the economics and handoff.
How to passChecks whether the workbook removes the two weak legacy/seasonal SKUs.
Reads
vegetarian_roleLLMPass
Why it mattersThis captures the nuanced vegetarian tradeoff that generic models often miss.
How to passChecks whether the workbook handles Caprese and Hummus distribution correctly.
Reads
vendor_termsLLMPass
Why it mattersVendor-term accuracy is essential because unsupported credits or route eligibility would make the reset economics and execution plan unusable.
How to passChecks whether the workbook applies each signed vendor term with exact item, cluster, and credit constraints.
Reads
calculationsLLMPass
Why it mattersA supporting workbook must let reviewers verify margin, shrink, credit, OOS, and capacity logic instead of trusting unexplained conclusions.
How to passChecks whether the workbook includes auditable numeric economics and calculation evidence behind the decisions.
Reads
secondary (3)
capacity_disciplineLLMFail
Why it mattersPerishable reset discipline means avoiding shrink even when that leaves small amounts of capacity unused.
How to passChecks whether the memo accepts specific underfilled capacity rather than force-filling weak perishables.
Reads
Failure mode Quantity, Cost, Capacity, or Rate Calculation Wrong
Why it failedThe memo correctly argues for leaving some capacity open rather than force-filling weak items, but the specific Highway and Rural North open-slot numbers do not match the required 7.5/8.0 and 6.0/7.0 values.
Justification
The memo does accept unused space in Highway and Rural (e.g., 'retain 0.5 slot' and 'do not backfill'), and it names Highway / Travel at 7.5 / 8.0 with 0.5 open. However, it does not satisfy the required Rural numeric condition: it lists Rural North at 6.5 / 7.0 with 0.5 open, not 6.0 / 7.0 with 1.0 open. Since the rubric requires both specific open-slot values, it fails.
proposal_reconciliationLLMPass
Why it mattersThe requested decision is not only a final assortment; it must show which proposed changes were accepted, changed, or rejected.
How to passChecks whether the workbook provides a substantive accept/change/reject reconciliation against the buyer proposal.
Reads
scope_controlLLMPass
Why it mattersExtra assumptions or unrelated operational actions can make the recommendation unusable even when the core analysis appears complete.
How to passChecks workbook scope control and absence of materially unsolicited tabs, assumptions, or side actions.
Reads
2 deliverables · what this trial produced
July Grab-and-Go Reset
First-four-week recommendation before Space Planning and field release
To
From
Decision window
L. Moreno, Senior Merchant – Prepared Foods
Category Planning
First four weeks of the July reset
Decision: release with changes
Do not release the vendor-line-review proposal as written. The revised set protects the proven lunch base, adds the strongest new item selectively, removes unsupported or shrink-heavy exceptions, and fits the live case without extra trays or partial facings.
What to release
Add Protein Snack Box in all five clusters: two facings in Metro, Commuter, and Campus; one in Highway and Rural.
Launch Caprese Ciabatta in Metro and Campus only. Keep Hummus in Commuter, Campus, Highway, and Rural; remove Hummus only in Metro.
Launch Spicy Tuna Sushi with one facing only in stores on the signed Metro M-11 route list. The model uses nine stores, matching the internal Metro pilot count; no sushi in other Metro stores or clusters.
Remove Egg Salad Croissant and Turkey Cranberry Sandwich from every cluster. Reject the Rural Egg Salad and Highway Turkey Cranberry exceptions.
Reallocate space to lunch leaders: a second Southwest Bowl facing in Metro, a second Caesar facing in Commuter, and a second Caesar facing in Highway.
Decision snapshot
Proposal risk
Finding
Revised result
Case capacity
COM, CAM, HWY, and RUR each exceed the live case by 0.5 tray slot.
All clusters pass; no partial facing
Unsigned route
Sushi support and daily service are signed only for Metro M-11.
M-11 only; one facing
Weak swap
Commuter Caprese pilot underperformed Hummus and carried more waste.
Keep Hummus; no Caprese
Seasonal/legacy
Rural Egg Salad and Highway Turkey Cranberry exceed 22% waste.
Remove both
Sources and method are summarized on page 4; detailed formulas and source records are in reset_decision_workbook.xlsx.
Revised cluster-level assortment
Facings are whole facings. Southwest Bowl, Cobb Salad, and Sushi each consume 1.5 tray slots per facing; other listed items consume 1.0.
Cluster
Final first-four-week set (facings)
Capacity
Metro Core
2 Caesar; 1 Turkey Club; 2 Southwest Bowl; 1 Cobb; 1 Caprese; 2 Protein; 1 Sushi in M-11 only
12.0 / 12.0 in M-11 10.5 / 12.0 elsewhere
Commuter Suburban
2 Caesar; 2 Turkey Club; 1 Southwest Bowl; 1 Hummus; 1 Cobb; 2 Protein
10.0 / 10.0
Campus / Hospital
2 Caesar; 1 Turkey Club; 1 Southwest Bowl; 1 Hummus; 1 Cobb; 1 Caprese; 2 Protein
10.0 / 10.0
Highway / Travel
2 Caesar; 2 Turkey Club; 1 Southwest Bowl; 1 Hummus; 1 Protein
7.5 / 8.0
Rural North
1 Caesar; 2 Turkey Club; 1 Southwest Bowl; 1 Hummus; 1 Protein
6.5 / 7.0
Capacity reconciliation
Cluster
Live
Proposal
Proposal over/(under)
Final max
Final headroom
Metro
12.0
12.0
–
12.0
–
Commuter
10.0
10.5
(0.5)
10.0
–
Campus
10.0
10.5
(0.5)
10.0
–
Highway
8.0
8.5
(0.5)
7.5
0.5
Rural
7.0
7.5
(0.5)
6.5
0.5
Metro final max is the M-11 planogram. Non-M-11 Metro stores do not receive Sushi and retain 1.5 unused tray slots. Highway and Rural retain 0.5 slot because the handoff prohibits partial facings; do not backfill with a low-repeat item.
Accept, change, reject
Disposition
Proposal elements
ACCEPT
Core placements not listed below; Caprese in Metro and Campus; Protein in Metro, Commuter, and Campus; no Sushi in Highway/Rural; planned removals of Egg Salad and Turkey Cranberry outside the proposed exceptions.
CHANGE
Metro Sushi from two clusterwide facings to one M-11-only facing; Protein from two to one facing in Highway/Rural; increase Metro Southwest Bowl and Commuter/Highway Caesar facings.
REJECT
Sushi in Commuter/Campus; Caprese in Commuter/Highway; chainwide Hummus removal; Rural Egg Salad keep; Highway Turkey Cranberry keep.
Economics and proposal proof
The model uses the eight internal weeks from April 6 through May 25. Candidate rates are scaled from internal pilot stores only where signed routing permits; supplier projections do not drive the forecast.
Highest-risk line-review claims
Item / cluster
Internal sales/store/week
Supplier projection
Internal waste rate
First-four-week decision
Sushi – Metro pilot
3.15
5.1
10.6%
One facing; M-11 only
Sushi – Commuter pilot
1.13
4.4
32.5%
Reject; no signed route
Sushi – Campus pilot
2.13
4.8
26.1%
Reject; no signed route
Caprese – Metro pilot
3.17
3.4
8.4%
Add
Caprese – Commuter pilot
1.83
3.2
16.4%
Reject; keep Hummus
Caprese – Campus pilot
3.30
3.6
6.4%
Add
Protein – five-cluster pilot range
1.84–5.60
2.3–5.4
2.6%–7.8%
Add; fewer facings in HWY/RUR
Commuter vegetarian decision
Option
Sales/store/week
Waste rate
4W sold
4W waste
4W net after signed support
Keep Hummus
2.18
8.7%
227.0
21.5
$762
Add Caprese
1.83
16.4%
190.1
37.4
$735
Even after applying the signed $0.40 Caprese scan allowance and 30% documented-waste credit, Hummus produces about $28 more four-week net contribution and about 16 fewer waste units in Commuter.
Final-set four-week observed-rate economics
Sold units
Waste units
Waste rate
Gross profit before shrink
Waste at cost
Signed support
Net contribution
6,968
459
6.2%
$27,775
$1,391
$658
$27,042
Signed support comprises approximately $574 of scan allowances and $84 of waste credits. Modeled Caprese scans are 373 versus the 5,500-unit cap; Protein scans are 1,214 versus the 8,000-unit cap. The caps are not ordering targets.
First-four-week execution controls
Owner / risk
Required action before release
Space Planning
Load the exact cluster facings on page 2. Use 12.0 live slots in Metro, 10.0 Commuter, 10.0 Campus, 8.0 Highway, and 7.0 Rural. Do not use the pending September tray project or partial facings.
Sakura / Metro M-11
Range Sushi only in stores on the signed M-11 route list. The economics model uses nine stores because the internal Metro pilot ranged nine; confirm the route list before release. Require daily delivery, one facing, one-day code, no holdover, and documented waste for the 50% credit through August 16.
GreenFork
Range Caprese only in Metro and Campus. Capture the $0.40 scan allowance only on receipts dated July 13–August 9. Apply the 30% documented-waste credit only where deliveries are at least four days per week.
Urban Spoon
Range Protein in all clusters at the approved facings. There is no shrink credit; use internal pilot sell-through to set orders and do not order toward the 8,000-unit allowance cap.
Highway / Rural
Keep one Hummus facing because each cluster needs a credible vegetarian lunch option and Caprese is route-ineligible. Hummus receives no GreenFork waste credit at three/two deliveries, so keep orders tight and do not fill unused space with Egg Salad or seasonal stock.
Field Operations
Remove Egg Salad and Turkey Cranberry from the July case. The EatWell letter authorizes no Turkey Cranberry returns or billbacks after January 31, 2026; do not carry it as a space filler.
Watch-outs during weeks 1–4
Protein is the strongest broad launch, but ending on hand rose in several pilots, by as much as 3.2 units per store. A second facing is display space, not permission to raise orders above observed sell-through.
Caprese is a two-day-code item. Campus performance supports keeping both Caprese and Hummus, but the two vegetarian facings require disciplined rotation and documented GreenFork waste.
Highway and Rural Hummus remain deliberate exceptions to the delivery-fit rule because the handoff requires a credible vegetarian lunch option and signed terms prohibit Caprese expansion. Do not expand facings.
No Sushi expansion is allowed during the first four weeks without a new signed routing addendum; Commuter and Campus pilot samples are not launch authorization.
Weekly review packet
Review internal sold units, documented waste, out-of-stock store-days, receipts, and ending on hand by cluster/SKU each week. Use those records—not supplier traffic estimates—to decide whether any post-week-four facing or route change should be proposed.
Release instruction
Send the revised assortment and capacity file to Space Planning. Hold the rejected route expansions and store exceptions out of field materials. Do not add capacity, deliveries, credits, or substitutes that are not in the attached records.
Source basis
Authoritative business rules: merchant_handoff_prepared_foods.docx (June 10, 2026). Demand signal: weekly_pos_inventory_waste.csv (April 6–May 25, 2026), item_master_unit_economics.csv, and store_cluster_capacity.csv. Proposal: buyer_reset_proposal.csv (June 12, 2026). Trade terms: signed_vendor_offer_letters.pdf (EatWell May 30; GreenFork June 5; Urban Spoon June 6; Sakura June 7). No external sources were used.
Executive Summary
| Grab-and-Go July Reset Decision | ||||||
|---|---|---|---|---|---|---|
| First four weeks | Internal demand signal, signed terms, and live case capacity only | ||||||
| Recommendation | ||||||
| Release the reset with targeted changes: add Protein Snack Box chainwide with fewer facings in Highway and Rural; launch Caprese only in Metro and Campus; keep Hummus in Commuter, Campus, Highway, and Rural; limit sushi to one facing in Metro route M-11 stores; remove Egg Salad and Turkey Cranberry; and reallocate freed space to proven lunch leaders. | ||||||
| Final cluster set | ||||||
| Cluster | Final assortment (facings) | Live slots | Proposal slots | Final max slots | Headroom | Capacity status |
| MET — Metro Core | 2 Caesar; 1 Turkey Club; 2 Southwest Bowl; 1 Cobb; 1 Caprese; 2 Protein; 1 Sushi in M-11 only | 12 | 12 | 12 | 0 | PASS |
| COM — Commuter Suburban | 2 Caesar; 2 Turkey Club; 1 Southwest Bowl; 1 Hummus; 1 Cobb; 2 Protein | 10 | 10.5 | 10 | 0 | PASS |
| CAM — Campus / Hospital | 2 Caesar; 1 Turkey Club; 1 Southwest Bowl; 1 Hummus; 1 Cobb; 1 Caprese; 2 Protein | 10 | 10.5 | 10 | 0 | PASS |
| HWY — Highway / Travel | 2 Caesar; 2 Turkey Club; 1 Southwest Bowl; 1 Hummus; 1 Protein | 8 | 8.5 | 7.5 | 0.5 | PASS |
| RUR — Rural North | 1 Caesar; 2 Turkey Club; 1 Southwest Bowl; 1 Hummus; 1 Protein | 7 | 7.5 | 6.5 | 0.5 | PASS |
| Four-week observed-rate economics | ||||||
| Projected sold units | 24 | 25 | ||||
| 6967.85 | 458.575 | 27775.0205 | ||||
| Waste at cost | 27 | 28 | ||||
| 1391.0395 | 658.3945 | 27042.3755 | ||||
| Decision controls | ||||||
| Sushi: route M-11 only, one facing, daily delivery, no holdover, document waste for the 50% credit through August 16. | ||||||
| Caprese: Metro and Campus only. The $0.40 scan allowance is modeled only for receipts in the signed July 13-August 9 window. | ||||||
| Protein Snack Box: use pilot sell-through, not the 8,000-unit cap, to set orders; there is no shrink credit. | ||||||
| Highway/Rural Hummus: retain one vegetarian facing, but no GreenFork waste credit applies below four deliveries per week. | ||||||
| No extra trays, partial facings, delivery days, credits, or supplier-projection demand are used in this workbook. | ||||||
| Method and limits | ||||||
| Run rates use eight weeks of internal sales, waste, OOS, receipts, and ending inventory. Candidate pilots are scaled by internal sales and waste per ranged store/week only where the signed route permits rollout. Extra facings are not assumed to create demand. Net contribution = sold units × (retail − unit cost) − waste units × unit cost + signed scan support + signed waste credits. No cannibalization or transfer benefit is assumed; use the item-level economics directionally. | ||||||
Final Assortment
| Final Cluster Assortment | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Blue final-action fields are the recommended first-four-week reset; linked evidence and calculations remain formula-driven. | |||||||||||||||||||||
| Cluster | Cluster name | SKU | Item | Proposal action | Proposal facings | Review outcome | Final action | Final facings | Scope | Final ranged stores | Slots/facing | Final tray slots | Internal sales/store/week | Internal waste/store/week | Waste rate | 4W sold units | 4W waste units | 4W net contribution | Vegetarian role | Route / terms check | Decision rationale |
| MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Keep | 2 | ACCEPT AS WRITTEN | KEEP | 2 | All cluster stores | 18 | 1 | 2 | 5.5 | 0.284722222222222 | 0.0492196878751501 | 396 | 20.5 | 1380.77 | No | Eligible—existing route covers all clusters | Accept core placement; current sales and low waste support the lunch role. |
| MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Keep | 1 | ACCEPT AS WRITTEN | KEEP | 1 | All cluster stores | 18 | 1 | 1 | 3.09027777777778 | 0.125 | 0.0388768898488121 | 222.5 | 9 | 832.865 | No | Eligible—existing route covers all clusters | Accept core placement; familiar sandwich demand is strong and waste is controlled. |
| MET | Metro Core | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | CHANGE | KEEP | 2 | All cluster stores | 18 | 1.5 | 3 | 4.51388888888889 | 0.319444444444444 | 0.0660919540229885 | 325 | 23 | 1396.15 | No | Eligible—existing route covers all clusters | Increase to 2 facings using the 1.5 slots released from sushi; 4.51 sales/store/week, 6.6% waste, and a core lunch role. |
| MET | Metro Core | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | ACCEPT AS WRITTEN | REMOVE | 0 | Not ranged | 0 | 1 | 0 | 1.95833333333333 | 0.166666666666667 | 0.0784313725490196 | 0 | 0 | 0 | Yes | Existing covered GreenFork item | Accept removal only where Caprese is a stronger, eligible replacement. |
| MET | Metro Core | GGS-7DNL | Cobb Salad | Keep | 1 | ACCEPT AS WRITTEN | KEEP | 1 | All cluster stores | 18 | 1.5 | 1.5 | 3.02083333333333 | 0.243055555555556 | 0.074468085106383 | 217.5 | 17.5 | 972.375 | No | Current item; no signed offer letter provided | Accept placement based on cluster productivity and live capacity. |
| MET | Metro Core | GGS-1KFV | Egg Salad Croissant | Remove | 0 | ACCEPT AS WRITTEN | REMOVE | 0 | Not ranged | 0 | 1 | 0 | 1.29166666666667 | 0.340277777777778 | 0.208510638297872 | 0 | 0 | 0 | Yes | Current item; no signed offer letter provided | Accept removal; sales are low, waste is high, and the handoff flags allergy handling. |
| MET | Metro Core | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | ACCEPT AS WRITTEN | REMOVE | 0 | Not ranged | 0 | 1 | 0 | 0.798611111111111 | 0.229166666666667 | 0.222972972972973 | 0 | 0 | 0 | No | Eligible—existing route covers all clusters | Accept removal; the signed letter confirms it was winter seasonal with no Q3 returns/billbacks. |
| MET | Metro Core | GGS-3RZA | Caprese Ciabatta | Add | 1 | ACCEPT AS WRITTEN | ADD | 1 | All cluster stores | 18 | 1 | 1 | 3.16666666666667 | 0.291666666666667 | 0.0843373493975904 | 228 | 21 | 932.55 | Yes | Eligible on signed/current route | Accept only in clusters with signed route eligibility, at least four deliveries, and supportive internal pilot economics. |
| MET | Metro Core | GGS-6BGH | Protein Snack Box | Add | 2 | ACCEPT AS WRITTEN | ADD | 2 | All cluster stores | 18 | 1 | 2 | 4.13888888888889 | 0.111111111111111 | 0.0261437908496732 | 298 | 8 | 1228.08 | No | Eligible—existing route covers all clusters | Accept launch where shown; internal pilots show low waste and the signed route covers all clusters. |
| MET | Metro Core | GGS-8XUY | Spicy Tuna Sushi Roll | Add | 2 | CHANGE | ADD | 1 | Metro M-11 stores only | 9 | 1.5 | 1.5 | 3.15277777777778 | 0.375 | 0.106299212598425 | 113.5 | 13.5 | 616.79 | No | Eligible only in Metro route M-11 | Limit to 1 facing in the nine M-11 pilot/route stores. Internal sales were 3.15/store/week versus supplier 5.1, with 10.6% waste; signed route and 50% waste credit are M-11 only. |
| COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Keep | 1 | CHANGE | KEEP | 2 | All cluster stores | 26 | 1 | 2 | 4.92788461538462 | 0.201923076923077 | 0.0393626991565136 | 512.5 | 21 | 1800.145 | No | Eligible—existing route covers all clusters | Increase to 2 facings after rejecting sushi. This is the cluster's top core item at 4.93 sales/store/week and 3.9% waste. |
| COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Keep | 2 | ACCEPT AS WRITTEN | KEEP | 2 | All cluster stores | 26 | 1 | 2 | 4.40865384615385 | 0.182692307692308 | 0.0397905759162304 | 458.5 | 19 | 1715.065 | No | Eligible—existing route covers all clusters | Accept core placement; familiar sandwich demand is strong and waste is controlled. |
| COM | Commuter Suburban | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | ACCEPT AS WRITTEN | KEEP | 1 | All cluster stores | 26 | 1.5 | 1.5 | 3.07692307692308 | 0.254807692307692 | 0.0764790764790765 | 320 | 26.5 | 1361.375 | No | Eligible—existing route covers all clusters | Accept the proposed placement; retain one oversized facing unless otherwise noted. |
| COM | Commuter Suburban | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | REJECT PROPOSAL | KEEP | 1 | All cluster stores | 26 | 1 | 1 | 2.18269230769231 | 0.206730769230769 | 0.0865191146881288 | 227 | 21.5 | 762.1925 | Yes | Existing covered GreenFork item | Keep as the vegetarian lunch option. It delivered 2.18 sales/store/week and 8.7% waste, better than the Caprese pilot in this cluster. |
| COM | Commuter Suburban | GGS-7DNL | Cobb Salad | Keep | 1 | ACCEPT AS WRITTEN | KEEP | 1 | All cluster stores | 26 | 1.5 | 1.5 | 2.88942307692308 | 0.283653846153846 | 0.0893939393939394 | 300.5 | 29.5 | 1323.645 | No | Current item; no signed offer letter provided | Accept placement based on cluster productivity and live capacity. |
| COM | Commuter Suburban | GGS-1KFV | Egg Salad Croissant | Remove | 0 | ACCEPT AS WRITTEN | REMOVE | 0 | Not ranged | 0 | 1 | 0 | 1.18269230769231 | 0.298076923076923 | 0.201298701298701 | 0 | 0 | 0 | Yes | Current item; no signed offer letter provided | Accept removal; sales are low, waste is high, and the handoff flags allergy handling. |
| COM | Commuter Suburban | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | ACCEPT AS WRITTEN | REMOVE | 0 | Not ranged | 0 | 1 | 0 | 0.980769230769231 | 0.259615384615385 | 0.209302325581395 | 0 | 0 | 0 | No | Eligible—existing route covers all clusters | Accept removal; the signed letter confirms it was winter seasonal with no Q3 returns/billbacks. |
| COM | Commuter Suburban | GGS-3RZA | Caprese Ciabatta | Add | 1 | REJECT PROPOSAL | DO NOT ADD | 0 | Not ranged | 0 | 1 | 0 | 1.828125 | 0.359375 | 0.164285714285714 | 0 | 0 | 0 | Yes | Eligible on signed/current route | Do not add in the first four weeks. Internal pilot demand was 1.83/store/week, not 3.2, with 16.4% waste; Hummus produces higher modeled net contribution even after Caprese support. |
| COM | Commuter Suburban | GGS-6BGH | Protein Snack Box | Add | 2 | ACCEPT AS WRITTEN | ADD | 2 | All cluster stores | 26 | 1 | 2 | 3.875 | 0.140625 | 0.0350194552529183 | 403 | 14.625 | 1649.6025 | No | Eligible—existing route covers all clusters | Accept launch where shown; internal pilots show low waste and the signed route covers all clusters. |
| COM | Commuter Suburban | GGS-8XUY | Spicy Tuna Sushi Roll | Add | 1 | REJECT PROPOSAL | DO NOT ADD | 0 | Not ranged | 0 | 1.5 | 0 | 1.125 | 0.541666666666667 | 0.325 | 0 | 0 | 0 | No | Not eligible—no signed launch route | Do not add. The signed letter excludes the Commuter pilot from launch; internal demand was 1.13/store/week versus supplier 4.4 and waste was 32.5%. |
| CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Keep | 2 | ACCEPT AS WRITTEN | KEEP | 2 | All cluster stores | 11 | 1 | 2 | 6.79545454545455 | 0.261363636363636 | 0.037037037037037 | 299 | 11.5 | 1052.02 | No | Eligible—existing route covers all clusters | Accept core placement; current sales and low waste support the lunch role. |
| CAM | Campus / Hospital | GGS-2VWK | Turkey Club Sandwich | Keep | 1 | ACCEPT AS WRITTEN | KEEP | 1 | All cluster stores | 11 | 1 | 1 | 3.47727272727273 | 0.193181818181818 | 0.0526315789473684 | 153 | 8.5 | 566.61 | No | Eligible—existing route covers all clusters | Accept core placement; familiar sandwich demand is strong and waste is controlled. |
| CAM | Campus / Hospital | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | ACCEPT AS WRITTEN | KEEP | 1 | All cluster stores | 11 | 1.5 | 1.5 | 4.61363636363636 | 0.318181818181818 | 0.0645161290322581 | 203 | 14 | 873.32 | No | Eligible—existing route covers all clusters | Accept the proposed placement; retain one oversized facing unless otherwise noted. |
| CAM | Campus / Hospital | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | REJECT PROPOSAL | KEEP | 1 | All cluster stores | 11 | 1 | 1 | 3.10227272727273 | 0.238636363636364 | 0.0714285714285714 | 136.5 | 10.5 | 462.9975 | Yes | Existing covered GreenFork item | Keep alongside Caprese. Hummus delivered 3.10 sales/store/week at 7.1% waste; Campus over-indexes meatless, and the sushi rejection frees the slot. |
| CAM | Campus / Hospital | GGS-7DNL | Cobb Salad | Keep | 1 | ACCEPT AS WRITTEN | KEEP | 1 | All cluster stores | 11 | 1.5 | 1.5 | 2.39772727272727 | 0.238636363636364 | 0.0905172413793104 | 105.5 | 10.5 | 464.175 | No | Current item; no signed offer letter provided | Accept placement based on cluster productivity and live capacity. |
| CAM | Campus / Hospital | GGS-1KFV | Egg Salad Croissant | Remove | 0 | ACCEPT AS WRITTEN | REMOVE | 0 | Not ranged | 0 | 1 | 0 | 1.56818181818182 | 0.363636363636364 | 0.188235294117647 | 0 | 0 | 0 | Yes | Current item; no signed offer letter provided | Accept removal; sales are low, waste is high, and the handoff flags allergy handling. |
| CAM | Campus / Hospital | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | ACCEPT AS WRITTEN | REMOVE | 0 | Not ranged | 0 | 1 | 0 | 0.693181818181818 | 0.204545454545455 | 0.227848101265823 | 0 | 0 | 0 | No | Eligible—existing route covers all clusters | Accept removal; the signed letter confirms it was winter seasonal with no Q3 returns/billbacks. |
| CAM | Campus / Hospital | GGS-3RZA | Caprese Ciabatta | Add | 1 | ACCEPT AS WRITTEN | ADD | 1 | All cluster stores | 11 | 1 | 1 | 3.3 | 0.225 | 0.0638297872340426 | 145.2 | 9.9 | 601.425 | Yes | Eligible on signed/current route | Accept only in clusters with signed route eligibility, at least four deliveries, and supportive internal pilot economics. |
| CAM | Campus / Hospital | GGS-6BGH | Protein Snack Box | Add | 2 | ACCEPT AS WRITTEN | ADD | 2 | All cluster stores | 11 | 1 | 2 | 5.6 | 0.2 | 0.0344827586206897 | 246.4 | 8.8 | 1009.008 | No | Eligible—existing route covers all clusters | Accept launch where shown; internal pilots show low waste and the signed route covers all clusters. |
| CAM | Campus / Hospital | GGS-8XUY | Spicy Tuna Sushi Roll | Add | 1 | REJECT PROPOSAL | DO NOT ADD | 0 | Not ranged | 0 | 1.5 | 0 | 2.125 | 0.75 | 0.260869565217391 | 0 | 0 | 0 | No | Not eligible—no signed launch route | Do not add. No signed route or credit outside Metro M-11; the pilot delivered 2.13/store/week versus supplier 4.8 with 26.1% waste. |
| HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Keep | 1 | CHANGE | KEEP | 2 | All cluster stores | 15 | 1 | 2 | 4.70833333333333 | 0.241666666666667 | 0.0488215488215488 | 282.5 | 14.5 | 985.315 | No | Eligible—existing route covers all clusters | Increase to 2 facings to protect lunch: 4.71 sales/store/week and 4.9% waste. Use the facing removed from Protein Snack Box. |
| HWY | Highway / Travel | GGS-2VWK | Turkey Club Sandwich | Keep | 2 | ACCEPT AS WRITTEN | KEEP | 2 | All cluster stores | 15 | 1 | 2 | 4.73333333333333 | 0.183333333333333 | 0.0372881355932203 | 284 | 11 | 1064.36 | No | Eligible—existing route covers all clusters | Accept core placement; familiar sandwich demand is strong and waste is controlled. |
| HWY | Highway / Travel | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | ACCEPT AS WRITTEN | KEEP | 1 | All cluster stores | 15 | 1.5 | 1.5 | 2.16666666666667 | 0.258333333333333 | 0.106529209621993 | 130 | 15.5 | 536.725 | No | Eligible—existing route covers all clusters | Accept the proposed placement; retain one oversized facing unless otherwise noted. |
| HWY | Highway / Travel | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | REJECT PROPOSAL | KEEP | 1 | All cluster stores | 15 | 1 | 1 | 1.63333333333333 | 0.3 | 0.155172413793103 | 98 | 18 | 297.42 | Yes | Existing covered GreenFork item | Keep one facing as the required credible vegetarian option. Caprese is route-ineligible; Hummus has no shrink credit at three deliveries, so order tightly. |
| HWY | Highway / Travel | GGS-7DNL | Cobb Salad | Remove | 0 | ACCEPT AS WRITTEN | REMOVE | 0 | Not ranged | 0 | 1.5 | 0 | 1.09166666666667 | 0.241666666666667 | 0.18125 | 0 | 0 | 0 | No | Current item; no signed offer letter provided | Accept placement based on cluster productivity and live capacity. |
| HWY | Highway / Travel | GGS-1KFV | Egg Salad Croissant | Remove | 0 | ACCEPT AS WRITTEN | REMOVE | 0 | Not ranged | 0 | 1 | 0 | 0.791666666666667 | 0.216666666666667 | 0.214876033057851 | 0 | 0 | 0 | Yes | Current item; no signed offer letter provided | Accept removal; sales are low, waste is high, and the handoff flags allergy handling. |
| HWY | Highway / Travel | GGS-4HBP | Turkey Cranberry Sandwich | Keep | 1 | REJECT PROPOSAL | REMOVE | 0 | Not ranged | 0 | 1 | 0 | 1.125 | 0.325 | 0.224137931034483 | 0 | 0 | 0 | No | Eligible—existing route covers all clusters | Remove. This winter item has no Q3 returns/billbacks, sold 1.13/store/week, and ran 22.4% waste. |
| HWY | Highway / Travel | GGS-3RZA | Caprese Ciabatta | Add | 1 | REJECT PROPOSAL | DO NOT ADD | 0 | Not ranged | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Yes | Not eligible—signed route exclusion | Do not add. Highway is explicitly excluded from signed Caprese route expansion, has no internal pilot record, and receives only three deliveries per week for a two-day-code item. |
| HWY | Highway / Travel | GGS-6BGH | Protein Snack Box | Add | 2 | CHANGE | ADD | 1 | All cluster stores | 15 | 1 | 1 | 2.725 | 0.2 | 0.0683760683760684 | 163.5 | 12 | 651.42 | No | Eligible—existing route covers all clusters | Add with 1 facing, not 2. Internal demand was 2.73/store/week versus supplier 3.2; the five-day code and 6.8% waste support a controlled launch. |
| HWY | Highway / Travel | GGS-8XUY | Spicy Tuna Sushi Roll | Do not add | 0 | ACCEPT AS WRITTEN | DO NOT ADD | 0 | Not ranged | 0 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | No | Not eligible—no signed launch route | Accept the proposed no-add decision; there is no signed route outside Metro M-11. |
| RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Keep | 1 | ACCEPT AS WRITTEN | KEEP | 1 | All cluster stores | 14 | 1 | 1 | 3.6875 | 0.205357142857143 | 0.0527522935779817 | 206.5 | 11.5 | 718.095 | No | Eligible—existing route covers all clusters | Accept core placement; current sales and low waste support the lunch role. |
| RUR | Rural North | GGS-2VWK | Turkey Club Sandwich | Keep | 2 | ACCEPT AS WRITTEN | KEEP | 2 | All cluster stores | 14 | 1 | 2 | 4.03571428571429 | 0.205357142857143 | 0.048421052631579 | 226 | 11.5 | 839.74 | No | Eligible—existing route covers all clusters | Accept core placement; familiar sandwich demand is strong and waste is controlled. |
| RUR | Rural North | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | ACCEPT AS WRITTEN | KEEP | 1 | All cluster stores | 14 | 1.5 | 1.5 | 1.38392857142857 | 0.330357142857143 | 0.192708333333333 | 77.5 | 18.5 | 288.025 | No | Eligible—existing route covers all clusters | Accept the proposed placement; retain one oversized facing unless otherwise noted. |
| RUR | Rural North | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | REJECT PROPOSAL | KEEP | 1 | All cluster stores | 14 | 1 | 1 | 1.53571428571429 | 0.339285714285714 | 0.180952380952381 | 86 | 19 | 252.19 | Yes | Existing covered GreenFork item | Keep one facing as the required credible vegetarian option. Caprese is route-ineligible; with two deliveries and no credit, use strict order quantities. |
| RUR | Rural North | GGS-7DNL | Cobb Salad | Remove | 0 | ACCEPT AS WRITTEN | REMOVE | 0 | Not ranged | 0 | 1.5 | 0 | 0.714285714285714 | 0.214285714285714 | 0.230769230769231 | 0 | 0 | 0 | No | Current item; no signed offer letter provided | Accept placement based on cluster productivity and live capacity. |
| RUR | Rural North | GGS-1KFV | Egg Salad Croissant | Keep | 1 | REJECT PROPOSAL | REMOVE | 0 | Not ranged | 0 | 1 | 0 | 0.723214285714286 | 0.232142857142857 | 0.242990654205607 | 0 | 0 | 0 | Yes | Current item; no signed offer letter provided | Remove. Internal sales were 0.72/store/week with 24.3% waste; it also cannot be the sole vegetarian answer under the handoff rule. |
| RUR | Rural North | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | ACCEPT AS WRITTEN | REMOVE | 0 | Not ranged | 0 | 1 | 0 | 0.830357142857143 | 0.232142857142857 | 0.218487394957983 | 0 | 0 | 0 | No | Eligible—existing route covers all clusters | Accept removal; the signed letter confirms it was winter seasonal with no Q3 returns/billbacks. |
| RUR | Rural North | GGS-3RZA | Caprese Ciabatta | Do not add | 0 | ACCEPT AS WRITTEN | DO NOT ADD | 0 | Not ranged | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Yes | Not eligible—signed route exclusion | Accept only in clusters with signed route eligibility, at least four deliveries, and supportive internal pilot economics. |
| RUR | Rural North | GGS-6BGH | Protein Snack Box | Add | 2 | CHANGE | ADD | 1 | All cluster stores | 14 | 1 | 1 | 1.84375 | 0.15625 | 0.078125 | 103.25 | 8.75 | 407.925 | No | Eligible—existing route covers all clusters | Add with 1 facing, not 2. Internal demand was 1.84/store/week versus supplier 2.3; the long code helps, but over-facing would add execution risk. |
| RUR | Rural North | GGS-8XUY | Spicy Tuna Sushi Roll | Do not add | 0 | ACCEPT AS WRITTEN | DO NOT ADD | 0 | Not ranged | 0 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | No | Not eligible—no signed launch route | Accept the proposed no-add decision; there is no signed route outside Metro M-11. |
Capacity Check
| Capacity Reconciliation | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| A full facing is required. Tray-slot demand uses item-master slots per facing; no September trays or partial facings are assumed. | |||||||||||
| Cluster capacity | |||||||||||
| Cluster | Cluster name | Live slots | Proposal slots | Proposal headroom/(over) | Final max slots | Final headroom | Status | Final non-M11 slots | Scope note | Proposal conflict | Resolution |
| MET | Metro Core | 12 | 12 | 0 | 12 | 0 | PASS | 10.5 | Final max is M-11; other Metro stores exclude sushi. | Fits nominally, but proposal gives sushi two facings clusterwide despite M-11-only terms. | Reduce sushi to one M-11 facing; move 1.5 slots to a second Southwest Bowl facing. |
| COM | Commuter Suburban | 10 | 10.5 | -0.5 | 10 | 0 | PASS | 10 | All stores use the same cluster planogram. | Proposal exceeds live capacity by 0.5 tray slot. | Reject sushi, retain Hummus, and add a second Caesar facing; final = 10.0. |
| CAM | Campus / Hospital | 10 | 10.5 | -0.5 | 10 | 0 | PASS | 10 | All stores use the same cluster planogram. | Proposal exceeds live capacity by 0.5 tray slot. | Reject sushi and retain Hummus; final = 10.0. |
| HWY | Highway / Travel | 8 | 8.5 | -0.5 | 7.5 | 0.5 | PASS | 7.5 | All stores use the same cluster planogram. | Proposal exceeds live capacity by 0.5 tray slot. | Reject Caprese and Turkey Cranberry; retain Hummus; shift one Protein facing to Caesar; final = 7.5. |
| RUR | Rural North | 7 | 7.5 | -0.5 | 6.5 | 0.5 | PASS | 6.5 | All stores use the same cluster planogram. | Proposal exceeds live capacity by 0.5 tray slot. | Remove Egg Salad, retain Hummus, and reduce Protein to one facing; final = 6.5. |
| Final tray-slot build by cluster and item | |||||||||||
| Cluster | SKU | Item | Final facings | Slots/facing | Tray slots | Scope | Live capacity | Cluster max used | Headroom | Full-facing check | Comment |
| MET | GGS-84QJ | Chicken Caesar Wrap | 2 | 1 | 2 | All cluster stores | 12 | 12 | 0 | PASS | Accept core placement; current sales and low waste support the lunch role. |
| MET | GGS-2VWK | Turkey Club Sandwich | 1 | 1 | 1 | All cluster stores | 12 | 12 | 0 | PASS | Accept core placement; familiar sandwich demand is strong and waste is controlled. |
| MET | GGS-9PQL | Southwest Chicken Bowl | 2 | 1.5 | 3 | All cluster stores | 12 | 12 | 0 | PASS | Increase to 2 facings using the 1.5 slots released from sushi; 4.51 sales/store/week, 6.6% waste, and a core lunch role. |
| MET | GGS-5MTC | Hummus Veggie Wrap | 0 | 1 | 0 | Not ranged | 12 | 12 | 0 | PASS | Accept removal only where Caprese is a stronger, eligible replacement. |
| MET | GGS-7DNL | Cobb Salad | 1 | 1.5 | 1.5 | All cluster stores | 12 | 12 | 0 | PASS | Accept placement based on cluster productivity and live capacity. |
| MET | GGS-1KFV | Egg Salad Croissant | 0 | 1 | 0 | Not ranged | 12 | 12 | 0 | PASS | Accept removal; sales are low, waste is high, and the handoff flags allergy handling. |
| MET | GGS-4HBP | Turkey Cranberry Sandwich | 0 | 1 | 0 | Not ranged | 12 | 12 | 0 | PASS | Accept removal; the signed letter confirms it was winter seasonal with no Q3 returns/billbacks. |
| MET | GGS-3RZA | Caprese Ciabatta | 1 | 1 | 1 | All cluster stores | 12 | 12 | 0 | PASS | Accept only in clusters with signed route eligibility, at least four deliveries, and supportive internal pilot economics. |
| MET | GGS-6BGH | Protein Snack Box | 2 | 1 | 2 | All cluster stores | 12 | 12 | 0 | PASS | Accept launch where shown; internal pilots show low waste and the signed route covers all clusters. |
| MET | GGS-8XUY | Spicy Tuna Sushi Roll | 1 | 1.5 | 1.5 | Metro M-11 stores only | 12 | 12 | 0 | PASS | Limit to 1 facing in the nine M-11 pilot/route stores. Internal sales were 3.15/store/week versus supplier 5.1, with 10.6% waste; signed route and 50% waste credit are M-11 only. |
| COM | GGS-84QJ | Chicken Caesar Wrap | 2 | 1 | 2 | All cluster stores | 10 | 10 | 0 | PASS | Increase to 2 facings after rejecting sushi. This is the cluster's top core item at 4.93 sales/store/week and 3.9% waste. |
| COM | GGS-2VWK | Turkey Club Sandwich | 2 | 1 | 2 | All cluster stores | 10 | 10 | 0 | PASS | Accept core placement; familiar sandwich demand is strong and waste is controlled. |
| COM | GGS-9PQL | Southwest Chicken Bowl | 1 | 1.5 | 1.5 | All cluster stores | 10 | 10 | 0 | PASS | Accept the proposed placement; retain one oversized facing unless otherwise noted. |
| COM | GGS-5MTC | Hummus Veggie Wrap | 1 | 1 | 1 | All cluster stores | 10 | 10 | 0 | PASS | Keep as the vegetarian lunch option. It delivered 2.18 sales/store/week and 8.7% waste, better than the Caprese pilot in this cluster. |
| COM | GGS-7DNL | Cobb Salad | 1 | 1.5 | 1.5 | All cluster stores | 10 | 10 | 0 | PASS | Accept placement based on cluster productivity and live capacity. |
| COM | GGS-1KFV | Egg Salad Croissant | 0 | 1 | 0 | Not ranged | 10 | 10 | 0 | PASS | Accept removal; sales are low, waste is high, and the handoff flags allergy handling. |
| COM | GGS-4HBP | Turkey Cranberry Sandwich | 0 | 1 | 0 | Not ranged | 10 | 10 | 0 | PASS | Accept removal; the signed letter confirms it was winter seasonal with no Q3 returns/billbacks. |
| COM | GGS-3RZA | Caprese Ciabatta | 0 | 1 | 0 | Not ranged | 10 | 10 | 0 | PASS | Do not add in the first four weeks. Internal pilot demand was 1.83/store/week, not 3.2, with 16.4% waste; Hummus produces higher modeled net contribution even after Caprese support. |
| COM | GGS-6BGH | Protein Snack Box | 2 | 1 | 2 | All cluster stores | 10 | 10 | 0 | PASS | Accept launch where shown; internal pilots show low waste and the signed route covers all clusters. |
| COM | GGS-8XUY | Spicy Tuna Sushi Roll | 0 | 1.5 | 0 | Not ranged | 10 | 10 | 0 | PASS | Do not add. The signed letter excludes the Commuter pilot from launch; internal demand was 1.13/store/week versus supplier 4.4 and waste was 32.5%. |
| CAM | GGS-84QJ | Chicken Caesar Wrap | 2 | 1 | 2 | All cluster stores | 10 | 10 | 0 | PASS | Accept core placement; current sales and low waste support the lunch role. |
| CAM | GGS-2VWK | Turkey Club Sandwich | 1 | 1 | 1 | All cluster stores | 10 | 10 | 0 | PASS | Accept core placement; familiar sandwich demand is strong and waste is controlled. |
| CAM | GGS-9PQL | Southwest Chicken Bowl | 1 | 1.5 | 1.5 | All cluster stores | 10 | 10 | 0 | PASS | Accept the proposed placement; retain one oversized facing unless otherwise noted. |
| CAM | GGS-5MTC | Hummus Veggie Wrap | 1 | 1 | 1 | All cluster stores | 10 | 10 | 0 | PASS | Keep alongside Caprese. Hummus delivered 3.10 sales/store/week at 7.1% waste; Campus over-indexes meatless, and the sushi rejection frees the slot. |
| CAM | GGS-7DNL | Cobb Salad | 1 | 1.5 | 1.5 | All cluster stores | 10 | 10 | 0 | PASS | Accept placement based on cluster productivity and live capacity. |
| CAM | GGS-1KFV | Egg Salad Croissant | 0 | 1 | 0 | Not ranged | 10 | 10 | 0 | PASS | Accept removal; sales are low, waste is high, and the handoff flags allergy handling. |
| CAM | GGS-4HBP | Turkey Cranberry Sandwich | 0 | 1 | 0 | Not ranged | 10 | 10 | 0 | PASS | Accept removal; the signed letter confirms it was winter seasonal with no Q3 returns/billbacks. |
| CAM | GGS-3RZA | Caprese Ciabatta | 1 | 1 | 1 | All cluster stores | 10 | 10 | 0 | PASS | Accept only in clusters with signed route eligibility, at least four deliveries, and supportive internal pilot economics. |
| CAM | GGS-6BGH | Protein Snack Box | 2 | 1 | 2 | All cluster stores | 10 | 10 | 0 | PASS | Accept launch where shown; internal pilots show low waste and the signed route covers all clusters. |
| CAM | GGS-8XUY | Spicy Tuna Sushi Roll | 0 | 1.5 | 0 | Not ranged | 10 | 10 | 0 | PASS | Do not add. No signed route or credit outside Metro M-11; the pilot delivered 2.13/store/week versus supplier 4.8 with 26.1% waste. |
| HWY | GGS-84QJ | Chicken Caesar Wrap | 2 | 1 | 2 | All cluster stores | 8 | 7.5 | 0.5 | PASS | Increase to 2 facings to protect lunch: 4.71 sales/store/week and 4.9% waste. Use the facing removed from Protein Snack Box. |
| HWY | GGS-2VWK | Turkey Club Sandwich | 2 | 1 | 2 | All cluster stores | 8 | 7.5 | 0.5 | PASS | Accept core placement; familiar sandwich demand is strong and waste is controlled. |
| HWY | GGS-9PQL | Southwest Chicken Bowl | 1 | 1.5 | 1.5 | All cluster stores | 8 | 7.5 | 0.5 | PASS | Accept the proposed placement; retain one oversized facing unless otherwise noted. |
| HWY | GGS-5MTC | Hummus Veggie Wrap | 1 | 1 | 1 | All cluster stores | 8 | 7.5 | 0.5 | PASS | Keep one facing as the required credible vegetarian option. Caprese is route-ineligible; Hummus has no shrink credit at three deliveries, so order tightly. |
| HWY | GGS-7DNL | Cobb Salad | 0 | 1.5 | 0 | Not ranged | 8 | 7.5 | 0.5 | PASS | Accept placement based on cluster productivity and live capacity. |
| HWY | GGS-1KFV | Egg Salad Croissant | 0 | 1 | 0 | Not ranged | 8 | 7.5 | 0.5 | PASS | Accept removal; sales are low, waste is high, and the handoff flags allergy handling. |
| HWY | GGS-4HBP | Turkey Cranberry Sandwich | 0 | 1 | 0 | Not ranged | 8 | 7.5 | 0.5 | PASS | Remove. This winter item has no Q3 returns/billbacks, sold 1.13/store/week, and ran 22.4% waste. |
| HWY | GGS-3RZA | Caprese Ciabatta | 0 | 1 | 0 | Not ranged | 8 | 7.5 | 0.5 | PASS | Do not add. Highway is explicitly excluded from signed Caprese route expansion, has no internal pilot record, and receives only three deliveries per week for a two-day-code item. |
| HWY | GGS-6BGH | Protein Snack Box | 1 | 1 | 1 | All cluster stores | 8 | 7.5 | 0.5 | PASS | Add with 1 facing, not 2. Internal demand was 2.73/store/week versus supplier 3.2; the five-day code and 6.8% waste support a controlled launch. |
| HWY | GGS-8XUY | Spicy Tuna Sushi Roll | 0 | 1.5 | 0 | Not ranged | 8 | 7.5 | 0.5 | PASS | Accept the proposed no-add decision; there is no signed route outside Metro M-11. |
| RUR | GGS-84QJ | Chicken Caesar Wrap | 1 | 1 | 1 | All cluster stores | 7 | 6.5 | 0.5 | PASS | Accept core placement; current sales and low waste support the lunch role. |
| RUR | GGS-2VWK | Turkey Club Sandwich | 2 | 1 | 2 | All cluster stores | 7 | 6.5 | 0.5 | PASS | Accept core placement; familiar sandwich demand is strong and waste is controlled. |
| RUR | GGS-9PQL | Southwest Chicken Bowl | 1 | 1.5 | 1.5 | All cluster stores | 7 | 6.5 | 0.5 | PASS | Accept the proposed placement; retain one oversized facing unless otherwise noted. |
| RUR | GGS-5MTC | Hummus Veggie Wrap | 1 | 1 | 1 | All cluster stores | 7 | 6.5 | 0.5 | PASS | Keep one facing as the required credible vegetarian option. Caprese is route-ineligible; with two deliveries and no credit, use strict order quantities. |
| RUR | GGS-7DNL | Cobb Salad | 0 | 1.5 | 0 | Not ranged | 7 | 6.5 | 0.5 | PASS | Accept placement based on cluster productivity and live capacity. |
| RUR | GGS-1KFV | Egg Salad Croissant | 0 | 1 | 0 | Not ranged | 7 | 6.5 | 0.5 | PASS | Remove. Internal sales were 0.72/store/week with 24.3% waste; it also cannot be the sole vegetarian answer under the handoff rule. |
| RUR | GGS-4HBP | Turkey Cranberry Sandwich | 0 | 1 | 0 | Not ranged | 7 | 6.5 | 0.5 | PASS | Accept removal; the signed letter confirms it was winter seasonal with no Q3 returns/billbacks. |
| RUR | GGS-3RZA | Caprese Ciabatta | 0 | 1 | 0 | Not ranged | 7 | 6.5 | 0.5 | PASS | Accept only in clusters with signed route eligibility, at least four deliveries, and supportive internal pilot economics. |
| RUR | GGS-6BGH | Protein Snack Box | 1 | 1 | 1 | All cluster stores | 7 | 6.5 | 0.5 | PASS | Add with 1 facing, not 2. Internal demand was 1.84/store/week versus supplier 2.3; the long code helps, but over-facing would add execution risk. |
Model Inputs
| Model Inputs | |||
|---|---|---|---|
| Blue hardcodes are the only model controls; all terms are from the user request or attached signed/internal records. | |||
| Input | Value | Units | Source / use |
| First-four-week model horizon | 4 | weeks | User request: first four weeks of reset |
| Internal evidence window | 8 | weeks | weekly_pos_inventory_waste.csv, 4/6/2026-5/25/2026 |
| Metro M-11 stores represented | 9 | stores | Internal sushi pilot stores_ranged; signed letter limits launch to M-11 |
| Caprese scan allowance | 0.4 | $/scanned unit | Signed GreenFork letter; receipts dated 7/13/2026-8/9/2026 |
| Caprese scan cap | 5500 | units | Signed GreenFork letter |
| Protein scan allowance | 0.35 | $/scanned unit | Signed Urban Spoon letter; first six reset weeks |
| Protein scan cap | 8000 | units | Signed Urban Spoon letter |
| GreenFork waste credit | 0.3 | % of documented waste cost | Signed GreenFork letter; stores with at least 4 deliveries/week |
| GreenFork minimum deliveries | 4 | days/week | Signed GreenFork letter |
| Sushi waste credit | 0.5 | % of documented waste cost | Signed Sakura letter; Metro M-11 through 8/16/2026 |
4W Economics
| Four-Week Economics | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Observed-rate model. No supplier projections, facing uplift, extra deliveries, uncontracted credits, or cannibalization assumptions. | |||||||||||||||||||
| Cluster summary | 191 | ||||||||||||||||||
| Cluster | Projected sold | Projected waste | Gross profit before shrink | Waste at cost | Scan support | Waste credits | Signed support total | Net contribution | Waste rate | Program | Modeled units | Signed cap | Headroom | % of cap | Modeled support $ | Status | Window | Control | |
| MET | 1800.5 | 112.5 | 7479.195 | 363.67 | 195.5 | 48.555 | 244.055 | 7359.58 | 0.0588081547307893 | Caprese scan | 373.2 | 5500 | 5126.8 | 0.0678545454545455 | 149.28 | WITHIN CAP | Receipts 7/13-8/9 | Remove scan support if launch receipts fall outside signed window | |
| COM | 2221.5 | 132.125 | 8856.665 | 403.4275 | 141.05 | 17.7375 | 158.7875 | 8612.025 | 0.0561368102395241 | Protein scan | 1214.15 | 8000 | 6785.85 | 0.15176875 | 424.9525 | WITHIN CAP | First six reset weeks | Order to internal demand, not to the cap | |
| CAM | 1288.6 | 73.7 | 5089.973 | 222.607 | 144.32 | 17.8695 | 162.1895 | 5029.5555 | 0.0540996843573369 | ||||||||||
| HWY | 958 | 71 | 3679.82 | 201.805 | 57.225 | 0 | 57.225 | 3535.24 | 0.0689990281827017 | ||||||||||
| RUR | 699.25 | 69.25 | 2669.3675 | 199.53 | 36.1375 | 0 | 36.1375 | 2505.975 | 0.0901106050748211 | ||||||||||
| CHAIN TOTAL | 6967.85 | 458.575 | 27775.0205 | 1391.0395 | 574.2325 | 84.162 | 658.3945 | 27042.3755 | 0.0617490919251187 | ||||||||||
| Cluster/SKU detail | |||||||||||||||||||
| Cluster | Cluster name | SKU | Item | Final facings | Ranged stores | Sales/store/week | Waste/store/week | 4W sold units | 4W waste units | Unit margin | Gross profit before shrink | Waste at cost | Scan $/unit | Scan support | Waste credit % | Waste credit $ | Net contribution | Waste rate | Support / scope note |
| MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | 2 | 18 | 5.5 | 0.284722222222222 | 396 | 20.5 | 3.61 | 1429.56 | 48.79 | 0 | 0 | 0 | 0 | 1380.77 | 0.0492196878751501 | All cluster stores | Eligible—existing route covers all clusters |
| MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | 1 | 18 | 3.09027777777778 | 0.125 | 222.5 | 9 | 3.85 | 856.625 | 23.76 | 0 | 0 | 0 | 0 | 832.865 | 0.0388768898488121 | All cluster stores | Eligible—existing route covers all clusters |
| MET | Metro Core | GGS-9PQL | Southwest Chicken Bowl | 2 | 18 | 4.51388888888889 | 0.319444444444444 | 325 | 23 | 4.54 | 1475.5 | 79.35 | 0 | 0 | 0 | 0 | 1396.15 | 0.0660919540229885 | All cluster stores | Eligible—existing route covers all clusters |
| MET | Metro Core | GGS-5MTC | Hummus Veggie Wrap | 0 | 0 | 1.95833333333333 | 0.166666666666667 | 0 | 0 | 3.54 | 0 | 0 | 0 | 0 | 0.3 | 0 | 0 | 0 | Not ranged | Existing covered GreenFork item |
| MET | Metro Core | GGS-7DNL | Cobb Salad | 1 | 18 | 3.02083333333333 | 0.243055555555556 | 217.5 | 17.5 | 4.77 | 1037.475 | 65.1 | 0 | 0 | 0 | 0 | 972.375 | 0.074468085106383 | All cluster stores | Current item; no signed offer letter provided |
| MET | Metro Core | GGS-1KFV | Egg Salad Croissant | 0 | 0 | 1.29166666666667 | 0.340277777777778 | 0 | 0 | 3.21 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Not ranged | Current item; no signed offer letter provided |
| MET | Metro Core | GGS-4HBP | Turkey Cranberry Sandwich | 0 | 0 | 0.798611111111111 | 0.229166666666667 | 0 | 0 | 3.64 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Not ranged | Eligible—existing route covers all clusters |
| MET | Metro Core | GGS-3RZA | Caprese Ciabatta | 1 | 18 | 3.16666666666667 | 0.291666666666667 | 228 | 21 | 3.89 | 886.92 | 65.1 | 0.4 | 91.2 | 0.3 | 19.53 | 932.55 | 0.0843373493975904 | All cluster stores | Eligible on signed/current route |
| MET | Metro Core | GGS-6BGH | Protein Snack Box | 2 | 18 | 4.13888888888889 | 0.111111111111111 | 298 | 8 | 3.85 | 1147.3 | 23.52 | 0.35 | 104.3 | 0 | 0 | 1228.08 | 0.0261437908496732 | All cluster stores | Eligible—existing route covers all clusters |
| MET | Metro Core | GGS-8XUY | Spicy Tuna Sushi Roll | 1 | 9 | 3.15277777777778 | 0.375 | 113.5 | 13.5 | 5.69 | 645.815 | 58.05 | 0 | 0 | 0.5 | 29.025 | 616.79 | 0.106299212598425 | Metro M-11 stores only | Eligible only in Metro route M-11 |
| COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | 2 | 26 | 4.92788461538462 | 0.201923076923077 | 512.5 | 21 | 3.61 | 1850.125 | 49.98 | 0 | 0 | 0 | 0 | 1800.145 | 0.0393626991565136 | All cluster stores | Eligible—existing route covers all clusters |
| COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | 2 | 26 | 4.40865384615385 | 0.182692307692308 | 458.5 | 19 | 3.85 | 1765.225 | 50.16 | 0 | 0 | 0 | 0 | 1715.065 | 0.0397905759162304 | All cluster stores | Eligible—existing route covers all clusters |
| COM | Commuter Suburban | GGS-9PQL | Southwest Chicken Bowl | 1 | 26 | 3.07692307692308 | 0.254807692307692 | 320 | 26.5 | 4.54 | 1452.8 | 91.425 | 0 | 0 | 0 | 0 | 1361.375 | 0.0764790764790765 | All cluster stores | Eligible—existing route covers all clusters |
| COM | Commuter Suburban | GGS-5MTC | Hummus Veggie Wrap | 1 | 26 | 2.18269230769231 | 0.206730769230769 | 227 | 21.5 | 3.54 | 803.58 | 59.125 | 0 | 0 | 0.3 | 17.7375 | 762.1925 | 0.0865191146881288 | All cluster stores | Existing covered GreenFork item |
| COM | Commuter Suburban | GGS-7DNL | Cobb Salad | 1 | 26 | 2.88942307692308 | 0.283653846153846 | 300.5 | 29.5 | 4.77 | 1433.385 | 109.74 | 0 | 0 | 0 | 0 | 1323.645 | 0.0893939393939394 | All cluster stores | Current item; no signed offer letter provided |
| COM | Commuter Suburban | GGS-1KFV | Egg Salad Croissant | 0 | 0 | 1.18269230769231 | 0.298076923076923 | 0 | 0 | 3.21 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Not ranged | Current item; no signed offer letter provided |
| COM | Commuter Suburban | GGS-4HBP | Turkey Cranberry Sandwich | 0 | 0 | 0.980769230769231 | 0.259615384615385 | 0 | 0 | 3.64 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Not ranged | Eligible—existing route covers all clusters |
| COM | Commuter Suburban | GGS-3RZA | Caprese Ciabatta | 0 | 0 | 1.828125 | 0.359375 | 0 | 0 | 3.89 | 0 | 0 | 0.4 | 0 | 0.3 | 0 | 0 | 0 | Not ranged | Eligible on signed/current route |
| COM | Commuter Suburban | GGS-6BGH | Protein Snack Box | 2 | 26 | 3.875 | 0.140625 | 403 | 14.625 | 3.85 | 1551.55 | 42.9975 | 0.35 | 141.05 | 0 | 0 | 1649.6025 | 0.0350194552529183 | All cluster stores | Eligible—existing route covers all clusters |
| COM | Commuter Suburban | GGS-8XUY | Spicy Tuna Sushi Roll | 0 | 0 | 1.125 | 0.541666666666667 | 0 | 0 | 5.69 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Not ranged | Not eligible—no signed launch route |
| CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | 2 | 11 | 6.79545454545455 | 0.261363636363636 | 299 | 11.5 | 3.61 | 1079.39 | 27.37 | 0 | 0 | 0 | 0 | 1052.02 | 0.037037037037037 | All cluster stores | Eligible—existing route covers all clusters |
| CAM | Campus / Hospital | GGS-2VWK | Turkey Club Sandwich | 1 | 11 | 3.47727272727273 | 0.193181818181818 | 153 | 8.5 | 3.85 | 589.05 | 22.44 | 0 | 0 | 0 | 0 | 566.61 | 0.0526315789473684 | All cluster stores | Eligible—existing route covers all clusters |
| CAM | Campus / Hospital | GGS-9PQL | Southwest Chicken Bowl | 1 | 11 | 4.61363636363636 | 0.318181818181818 | 203 | 14 | 4.54 | 921.62 | 48.3 | 0 | 0 | 0 | 0 | 873.32 | 0.0645161290322581 | All cluster stores | Eligible—existing route covers all clusters |
| CAM | Campus / Hospital | GGS-5MTC | Hummus Veggie Wrap | 1 | 11 | 3.10227272727273 | 0.238636363636364 | 136.5 | 10.5 | 3.54 | 483.21 | 28.875 | 0 | 0 | 0.3 | 8.6625 | 462.9975 | 0.0714285714285714 | All cluster stores | Existing covered GreenFork item |
| CAM | Campus / Hospital | GGS-7DNL | Cobb Salad | 1 | 11 | 2.39772727272727 | 0.238636363636364 | 105.5 | 10.5 | 4.77 | 503.235 | 39.06 | 0 | 0 | 0 | 0 | 464.175 | 0.0905172413793103 | All cluster stores | Current item; no signed offer letter provided |
| CAM | Campus / Hospital | GGS-1KFV | Egg Salad Croissant | 0 | 0 | 1.56818181818182 | 0.363636363636364 | 0 | 0 | 3.21 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Not ranged | Current item; no signed offer letter provided |
| CAM | Campus / Hospital | GGS-4HBP | Turkey Cranberry Sandwich | 0 | 0 | 0.693181818181818 | 0.204545454545455 | 0 | 0 | 3.64 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Not ranged | Eligible—existing route covers all clusters |
| CAM | Campus / Hospital | GGS-3RZA | Caprese Ciabatta | 1 | 11 | 3.3 | 0.225 | 145.2 | 9.9 | 3.89 | 564.828 | 30.69 | 0.4 | 58.08 | 0.3 | 9.207 | 601.425 | 0.0638297872340426 | All cluster stores | Eligible on signed/current route |
| CAM | Campus / Hospital | GGS-6BGH | Protein Snack Box | 2 | 11 | 5.6 | 0.2 | 246.4 | 8.8 | 3.85 | 948.64 | 25.872 | 0.35 | 86.24 | 0 | 0 | 1009.008 | 0.0344827586206897 | All cluster stores | Eligible—existing route covers all clusters |
| CAM | Campus / Hospital | GGS-8XUY | Spicy Tuna Sushi Roll | 0 | 0 | 2.125 | 0.75 | 0 | 0 | 5.69 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Not ranged | Not eligible—no signed launch route |
| HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | 2 | 15 | 4.70833333333333 | 0.241666666666667 | 282.5 | 14.5 | 3.61 | 1019.825 | 34.51 | 0 | 0 | 0 | 0 | 985.315 | 0.0488215488215488 | All cluster stores | Eligible—existing route covers all clusters |
| HWY | Highway / Travel | GGS-2VWK | Turkey Club Sandwich | 2 | 15 | 4.73333333333333 | 0.183333333333333 | 284 | 11 | 3.85 | 1093.4 | 29.04 | 0 | 0 | 0 | 0 | 1064.36 | 0.0372881355932203 | All cluster stores | Eligible—existing route covers all clusters |
| HWY | Highway / Travel | GGS-9PQL | Southwest Chicken Bowl | 1 | 15 | 2.16666666666667 | 0.258333333333333 | 130 | 15.5 | 4.54 | 590.2 | 53.475 | 0 | 0 | 0 | 0 | 536.725 | 0.106529209621993 | All cluster stores | Eligible—existing route covers all clusters |
| HWY | Highway / Travel | GGS-5MTC | Hummus Veggie Wrap | 1 | 15 | 1.63333333333333 | 0.3 | 98 | 18 | 3.54 | 346.92 | 49.5 | 0 | 0 | 0 | 0 | 297.42 | 0.155172413793103 | All cluster stores | Existing covered GreenFork item |
| HWY | Highway / Travel | GGS-7DNL | Cobb Salad | 0 | 0 | 1.09166666666667 | 0.241666666666667 | 0 | 0 | 4.77 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Not ranged | Current item; no signed offer letter provided |
| HWY | Highway / Travel | GGS-1KFV | Egg Salad Croissant | 0 | 0 | 0.791666666666667 | 0.216666666666667 | 0 | 0 | 3.21 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Not ranged | Current item; no signed offer letter provided |
| HWY | Highway / Travel | GGS-4HBP | Turkey Cranberry Sandwich | 0 | 0 | 1.125 | 0.325 | 0 | 0 | 3.64 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Not ranged | Eligible—existing route covers all clusters |
| HWY | Highway / Travel | GGS-3RZA | Caprese Ciabatta | 0 | 0 | 0 | 0 | 0 | 0 | 3.89 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Not ranged | Not eligible—signed route exclusion |
| HWY | Highway / Travel | GGS-6BGH | Protein Snack Box | 1 | 15 | 2.725 | 0.2 | 163.5 | 12 | 3.85 | 629.475 | 35.28 | 0.35 | 57.225 | 0 | 0 | 651.42 | 0.0683760683760684 | All cluster stores | Eligible—existing route covers all clusters |
| HWY | Highway / Travel | GGS-8XUY | Spicy Tuna Sushi Roll | 0 | 0 | 0 | 0 | 0 | 0 | 5.69 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Not ranged | Not eligible—no signed launch route |
| RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | 1 | 14 | 3.6875 | 0.205357142857143 | 206.5 | 11.5 | 3.61 | 745.465 | 27.37 | 0 | 0 | 0 | 0 | 718.095 | 0.0527522935779817 | All cluster stores | Eligible—existing route covers all clusters |
| RUR | Rural North | GGS-2VWK | Turkey Club Sandwich | 2 | 14 | 4.03571428571429 | 0.205357142857143 | 226 | 11.5 | 3.85 | 870.1 | 30.36 | 0 | 0 | 0 | 0 | 839.74 | 0.048421052631579 | All cluster stores | Eligible—existing route covers all clusters |
| RUR | Rural North | GGS-9PQL | Southwest Chicken Bowl | 1 | 14 | 1.38392857142857 | 0.330357142857143 | 77.5 | 18.5 | 4.54 | 351.85 | 63.825 | 0 | 0 | 0 | 0 | 288.025 | 0.192708333333333 | All cluster stores | Eligible—existing route covers all clusters |
| RUR | Rural North | GGS-5MTC | Hummus Veggie Wrap | 1 | 14 | 1.53571428571429 | 0.339285714285714 | 86 | 19 | 3.54 | 304.44 | 52.25 | 0 | 0 | 0 | 0 | 252.19 | 0.180952380952381 | All cluster stores | Existing covered GreenFork item |
| RUR | Rural North | GGS-7DNL | Cobb Salad | 0 | 0 | 0.714285714285714 | 0.214285714285714 | 0 | 0 | 4.77 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Not ranged | Current item; no signed offer letter provided |
| RUR | Rural North | GGS-1KFV | Egg Salad Croissant | 0 | 0 | 0.723214285714286 | 0.232142857142857 | 0 | 0 | 3.21 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Not ranged | Current item; no signed offer letter provided |
| RUR | Rural North | GGS-4HBP | Turkey Cranberry Sandwich | 0 | 0 | 0.830357142857143 | 0.232142857142857 | 0 | 0 | 3.64 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Not ranged | Eligible—existing route covers all clusters |
| RUR | Rural North | GGS-3RZA | Caprese Ciabatta | 0 | 0 | 0 | 0 | 0 | 0 | 3.89 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Not ranged | Not eligible—signed route exclusion |
Proposal Recon
| Proposal Reconciliation | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Every buyer proposal row is resolved against internal demand, signed terms, handoff rules, and live capacity. | ||||||||||||||
| Cluster | Cluster name | SKU | Item | Proposal tray slots | Proposal action | Proposal facings | Supplier projection | Internal sales/store/week | Internal waste rate | Signed route status | Final action | Final facings | Review outcome | Conflict / resolution |
| MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | 2 | Keep | 2 | 5.5 | 0.0492196878751501 | Eligible—existing route covers all clusters | KEEP | 2 | ACCEPT AS WRITTEN | Accept core placement; current sales and low waste support the lunch role. | |
| MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | 1 | Keep | 1 | 3.09027777777778 | 0.0388768898488121 | Eligible—existing route covers all clusters | KEEP | 1 | ACCEPT AS WRITTEN | Accept core placement; familiar sandwich demand is strong and waste is controlled. | |
| MET | Metro Core | GGS-9PQL | Southwest Chicken Bowl | 1.5 | Keep | 1 | 4.51388888888889 | 0.0660919540229885 | Eligible—existing route covers all clusters | KEEP | 2 | CHANGE | Increase to 2 facings using the 1.5 slots released from sushi; 4.51 sales/store/week, 6.6% waste, and a core lunch role. | |
| MET | Metro Core | GGS-5MTC | Hummus Veggie Wrap | 0 | Remove | 0 | 1.95833333333333 | 0.0784313725490196 | Existing covered GreenFork item | REMOVE | 0 | ACCEPT AS WRITTEN | Accept removal only where Caprese is a stronger, eligible replacement. | |
| MET | Metro Core | GGS-7DNL | Cobb Salad | 1.5 | Keep | 1 | 3.02083333333333 | 0.074468085106383 | Current item; no signed offer letter provided | KEEP | 1 | ACCEPT AS WRITTEN | Accept placement based on cluster productivity and live capacity. | |
| MET | Metro Core | GGS-1KFV | Egg Salad Croissant | 0 | Remove | 0 | 1.29166666666667 | 0.208510638297872 | Current item; no signed offer letter provided | REMOVE | 0 | ACCEPT AS WRITTEN | Accept removal; sales are low, waste is high, and the handoff flags allergy handling. | |
| MET | Metro Core | GGS-4HBP | Turkey Cranberry Sandwich | 0 | Remove | 0 | 0.798611111111111 | 0.222972972972973 | Eligible—existing route covers all clusters | REMOVE | 0 | ACCEPT AS WRITTEN | Accept removal; the signed letter confirms it was winter seasonal with no Q3 returns/billbacks. | |
| MET | Metro Core | GGS-3RZA | Caprese Ciabatta | 1 | Add | 1 | 3.4 | 3.16666666666667 | 0.0843373493975904 | Eligible on signed/current route | ADD | 1 | ACCEPT AS WRITTEN | Accept only in clusters with signed route eligibility, at least four deliveries, and supportive internal pilot economics. |
| MET | Metro Core | GGS-6BGH | Protein Snack Box | 2 | Add | 2 | 4.8 | 4.13888888888889 | 0.0261437908496732 | Eligible—existing route covers all clusters | ADD | 2 | ACCEPT AS WRITTEN | Accept launch where shown; internal pilots show low waste and the signed route covers all clusters. |
| MET | Metro Core | GGS-8XUY | Spicy Tuna Sushi Roll | 3 | Add | 2 | 5.1 | 3.15277777777778 | 0.106299212598425 | Eligible only in Metro route M-11 | ADD | 1 | CHANGE | Limit to 1 facing in the nine M-11 pilot/route stores. Internal sales were 3.15/store/week versus supplier 5.1, with 10.6% waste; signed route and 50% waste credit are M-11 only. |
| COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | 1 | Keep | 1 | 4.92788461538462 | 0.0393626991565136 | Eligible—existing route covers all clusters | KEEP | 2 | CHANGE | Increase to 2 facings after rejecting sushi. This is the cluster's top core item at 4.93 sales/store/week and 3.9% waste. | |
| COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | 2 | Keep | 2 | 4.40865384615385 | 0.0397905759162304 | Eligible—existing route covers all clusters | KEEP | 2 | ACCEPT AS WRITTEN | Accept core placement; familiar sandwich demand is strong and waste is controlled. | |
| COM | Commuter Suburban | GGS-9PQL | Southwest Chicken Bowl | 1.5 | Keep | 1 | 3.07692307692308 | 0.0764790764790765 | Eligible—existing route covers all clusters | KEEP | 1 | ACCEPT AS WRITTEN | Accept the proposed placement; retain one oversized facing unless otherwise noted. | |
| COM | Commuter Suburban | GGS-5MTC | Hummus Veggie Wrap | 0 | Remove | 0 | 2.18269230769231 | 0.0865191146881288 | Existing covered GreenFork item | KEEP | 1 | REJECT PROPOSAL | Keep as the vegetarian lunch option. It delivered 2.18 sales/store/week and 8.7% waste, better than the Caprese pilot in this cluster. | |
| COM | Commuter Suburban | GGS-7DNL | Cobb Salad | 1.5 | Keep | 1 | 2.88942307692308 | 0.0893939393939394 | Current item; no signed offer letter provided | KEEP | 1 | ACCEPT AS WRITTEN | Accept placement based on cluster productivity and live capacity. | |
| COM | Commuter Suburban | GGS-1KFV | Egg Salad Croissant | 0 | Remove | 0 | 1.18269230769231 | 0.201298701298701 | Current item; no signed offer letter provided | REMOVE | 0 | ACCEPT AS WRITTEN | Accept removal; sales are low, waste is high, and the handoff flags allergy handling. | |
| COM | Commuter Suburban | GGS-4HBP | Turkey Cranberry Sandwich | 0 | Remove | 0 | 0.980769230769231 | 0.209302325581395 | Eligible—existing route covers all clusters | REMOVE | 0 | ACCEPT AS WRITTEN | Accept removal; the signed letter confirms it was winter seasonal with no Q3 returns/billbacks. | |
| COM | Commuter Suburban | GGS-3RZA | Caprese Ciabatta | 1 | Add | 1 | 3.2 | 1.828125 | 0.164285714285714 | Eligible on signed/current route | DO NOT ADD | 0 | REJECT PROPOSAL | Do not add in the first four weeks. Internal pilot demand was 1.83/store/week, not 3.2, with 16.4% waste; Hummus produces higher modeled net contribution even after Caprese support. |
| COM | Commuter Suburban | GGS-6BGH | Protein Snack Box | 2 | Add | 2 | 4.5 | 3.875 | 0.0350194552529183 | Eligible—existing route covers all clusters | ADD | 2 | ACCEPT AS WRITTEN | Accept launch where shown; internal pilots show low waste and the signed route covers all clusters. |
| COM | Commuter Suburban | GGS-8XUY | Spicy Tuna Sushi Roll | 1.5 | Add | 1 | 4.4 | 1.125 | 0.325 | Not eligible—no signed launch route | DO NOT ADD | 0 | REJECT PROPOSAL | Do not add. The signed letter excludes the Commuter pilot from launch; internal demand was 1.13/store/week versus supplier 4.4 and waste was 32.5%. |
| CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | 2 | Keep | 2 | 6.79545454545455 | 0.037037037037037 | Eligible—existing route covers all clusters | KEEP | 2 | ACCEPT AS WRITTEN | Accept core placement; current sales and low waste support the lunch role. | |
| CAM | Campus / Hospital | GGS-2VWK | Turkey Club Sandwich | 1 | Keep | 1 | 3.47727272727273 | 0.0526315789473684 | Eligible—existing route covers all clusters | KEEP | 1 | ACCEPT AS WRITTEN | Accept core placement; familiar sandwich demand is strong and waste is controlled. | |
| CAM | Campus / Hospital | GGS-9PQL | Southwest Chicken Bowl | 1.5 | Keep | 1 | 4.61363636363636 | 0.0645161290322581 | Eligible—existing route covers all clusters | KEEP | 1 | ACCEPT AS WRITTEN | Accept the proposed placement; retain one oversized facing unless otherwise noted. | |
| CAM | Campus / Hospital | GGS-5MTC | Hummus Veggie Wrap | 0 | Remove | 0 | 3.10227272727273 | 0.0714285714285714 | Existing covered GreenFork item | KEEP | 1 | REJECT PROPOSAL | Keep alongside Caprese. Hummus delivered 3.10 sales/store/week at 7.1% waste; Campus over-indexes meatless, and the sushi rejection frees the slot. | |
| CAM | Campus / Hospital | GGS-7DNL | Cobb Salad | 1.5 | Keep | 1 | 2.39772727272727 | 0.0905172413793104 | Current item; no signed offer letter provided | KEEP | 1 | ACCEPT AS WRITTEN | Accept placement based on cluster productivity and live capacity. | |
| CAM | Campus / Hospital | GGS-1KFV | Egg Salad Croissant | 0 | Remove | 0 | 1.56818181818182 | 0.188235294117647 | Current item; no signed offer letter provided | REMOVE | 0 | ACCEPT AS WRITTEN | Accept removal; sales are low, waste is high, and the handoff flags allergy handling. | |
| CAM | Campus / Hospital | GGS-4HBP | Turkey Cranberry Sandwich | 0 | Remove | 0 | 0.693181818181818 | 0.227848101265823 | Eligible—existing route covers all clusters | REMOVE | 0 | ACCEPT AS WRITTEN | Accept removal; the signed letter confirms it was winter seasonal with no Q3 returns/billbacks. | |
| CAM | Campus / Hospital | GGS-3RZA | Caprese Ciabatta | 1 | Add | 1 | 3.6 | 3.3 | 0.0638297872340426 | Eligible on signed/current route | ADD | 1 | ACCEPT AS WRITTEN | Accept only in clusters with signed route eligibility, at least four deliveries, and supportive internal pilot economics. |
| CAM | Campus / Hospital | GGS-6BGH | Protein Snack Box | 2 | Add | 2 | 5.4 | 5.6 | 0.0344827586206897 | Eligible—existing route covers all clusters | ADD | 2 | ACCEPT AS WRITTEN | Accept launch where shown; internal pilots show low waste and the signed route covers all clusters. |
| CAM | Campus / Hospital | GGS-8XUY | Spicy Tuna Sushi Roll | 1.5 | Add | 1 | 4.8 | 2.125 | 0.260869565217391 | Not eligible—no signed launch route | DO NOT ADD | 0 | REJECT PROPOSAL | Do not add. No signed route or credit outside Metro M-11; the pilot delivered 2.13/store/week versus supplier 4.8 with 26.1% waste. |
| HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | 1 | Keep | 1 | 4.70833333333333 | 0.0488215488215488 | Eligible—existing route covers all clusters | KEEP | 2 | CHANGE | Increase to 2 facings to protect lunch: 4.71 sales/store/week and 4.9% waste. Use the facing removed from Protein Snack Box. | |
| HWY | Highway / Travel | GGS-2VWK | Turkey Club Sandwich | 2 | Keep | 2 | 4.73333333333333 | 0.0372881355932203 | Eligible—existing route covers all clusters | KEEP | 2 | ACCEPT AS WRITTEN | Accept core placement; familiar sandwich demand is strong and waste is controlled. | |
| HWY | Highway / Travel | GGS-9PQL | Southwest Chicken Bowl | 1.5 | Keep | 1 | 2.16666666666667 | 0.106529209621993 | Eligible—existing route covers all clusters | KEEP | 1 | ACCEPT AS WRITTEN | Accept the proposed placement; retain one oversized facing unless otherwise noted. | |
| HWY | Highway / Travel | GGS-5MTC | Hummus Veggie Wrap | 0 | Remove | 0 | 1.63333333333333 | 0.155172413793103 | Existing covered GreenFork item | KEEP | 1 | REJECT PROPOSAL | Keep one facing as the required credible vegetarian option. Caprese is route-ineligible; Hummus has no shrink credit at three deliveries, so order tightly. | |
| HWY | Highway / Travel | GGS-7DNL | Cobb Salad | 0 | Remove | 0 | 1.09166666666667 | 0.18125 | Current item; no signed offer letter provided | REMOVE | 0 | ACCEPT AS WRITTEN | Accept placement based on cluster productivity and live capacity. | |
| HWY | Highway / Travel | GGS-1KFV | Egg Salad Croissant | 0 | Remove | 0 | 0.791666666666667 | 0.214876033057851 | Current item; no signed offer letter provided | REMOVE | 0 | ACCEPT AS WRITTEN | Accept removal; sales are low, waste is high, and the handoff flags allergy handling. | |
| HWY | Highway / Travel | GGS-4HBP | Turkey Cranberry Sandwich | 1 | Keep | 1 | 1.125 | 0.224137931034483 | Eligible—existing route covers all clusters | REMOVE | 0 | REJECT PROPOSAL | Remove. This winter item has no Q3 returns/billbacks, sold 1.13/store/week, and ran 22.4% waste. | |
| HWY | Highway / Travel | GGS-3RZA | Caprese Ciabatta | 1 | Add | 1 | 2.5 | 0 | 0 | Not eligible—signed route exclusion | DO NOT ADD | 0 | REJECT PROPOSAL | Do not add. Highway is explicitly excluded from signed Caprese route expansion, has no internal pilot record, and receives only three deliveries per week for a two-day-code item. |
| HWY | Highway / Travel | GGS-6BGH | Protein Snack Box | 2 | Add | 2 | 3.2 | 2.725 | 0.0683760683760684 | Eligible—existing route covers all clusters | ADD | 1 | CHANGE | Add with 1 facing, not 2. Internal demand was 2.73/store/week versus supplier 3.2; the five-day code and 6.8% waste support a controlled launch. |
| HWY | Highway / Travel | GGS-8XUY | Spicy Tuna Sushi Roll | 0 | Do not add | 0 | 0 | 0 | 0 | Not eligible—no signed launch route | DO NOT ADD | 0 | ACCEPT AS WRITTEN | Accept the proposed no-add decision; there is no signed route outside Metro M-11. |
| RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | 1 | Keep | 1 | 3.6875 | 0.0527522935779817 | Eligible—existing route covers all clusters | KEEP | 1 | ACCEPT AS WRITTEN | Accept core placement; current sales and low waste support the lunch role. | |
| RUR | Rural North | GGS-2VWK | Turkey Club Sandwich | 2 | Keep | 2 | 4.03571428571429 | 0.048421052631579 | Eligible—existing route covers all clusters | KEEP | 2 | ACCEPT AS WRITTEN | Accept core placement; familiar sandwich demand is strong and waste is controlled. | |
| RUR | Rural North | GGS-9PQL | Southwest Chicken Bowl | 1.5 | Keep | 1 | 1.38392857142857 | 0.192708333333333 | Eligible—existing route covers all clusters | KEEP | 1 | ACCEPT AS WRITTEN | Accept the proposed placement; retain one oversized facing unless otherwise noted. | |
| RUR | Rural North | GGS-5MTC | Hummus Veggie Wrap | 0 | Remove | 0 | 1.53571428571429 | 0.180952380952381 | Existing covered GreenFork item | KEEP | 1 | REJECT PROPOSAL | Keep one facing as the required credible vegetarian option. Caprese is route-ineligible; with two deliveries and no credit, use strict order quantities. | |
| RUR | Rural North | GGS-7DNL | Cobb Salad | 0 | Remove | 0 | 0.714285714285714 | 0.230769230769231 | Current item; no signed offer letter provided | REMOVE | 0 | ACCEPT AS WRITTEN | Accept placement based on cluster productivity and live capacity. | |
| RUR | Rural North | GGS-1KFV | Egg Salad Croissant | 1 | Keep | 1 | 0.723214285714286 | 0.242990654205607 | Current item; no signed offer letter provided | REMOVE | 0 | REJECT PROPOSAL | Remove. Internal sales were 0.72/store/week with 24.3% waste; it also cannot be the sole vegetarian answer under the handoff rule. | |
| RUR | Rural North | GGS-4HBP | Turkey Cranberry Sandwich | 0 | Remove | 0 | 0.830357142857143 | 0.218487394957983 | Eligible—existing route covers all clusters | REMOVE | 0 | ACCEPT AS WRITTEN | Accept removal; the signed letter confirms it was winter seasonal with no Q3 returns/billbacks. | |
| RUR | Rural North | GGS-3RZA | Caprese Ciabatta | 0 | Do not add | 0 | 0 | 0 | 0 | Not eligible—signed route exclusion | DO NOT ADD | 0 | ACCEPT AS WRITTEN | Accept only in clusters with signed route eligibility, at least four deliveries, and supportive internal pilot economics. |
| RUR | Rural North | GGS-6BGH | Protein Snack Box | 2 | Add | 2 | 2.3 | 1.84375 | 0.078125 | Eligible—existing route covers all clusters | ADD | 1 | CHANGE | Add with 1 facing, not 2. Internal demand was 1.84/store/week versus supplier 2.3; the long code helps, but over-facing would add execution risk. |
| RUR | Rural North | GGS-8XUY | Spicy Tuna Sushi Roll | 0 | Do not add | 0 | 0 | 0 | 0 | Not eligible—no signed launch route | DO NOT ADD | 0 | ACCEPT AS WRITTEN | Accept the proposed no-add decision; there is no signed route outside Metro M-11. |
Terms
| Signed Vendor Terms | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Signed offer letters control route eligibility, launch support, shrink credits, and handling. | |||||||||
| Offer-letter summary | |||||||||
| Vendor | Signed | Covered items | Scan support | Shrink support | Route limits | Service / handling | Source | Authoritative? | Use |
| GreenFork Kitchen | 46178 | GGS-5MTC; GGS-3RZA | $0.40/Caprese scanned unit on receipts 7/13-8/9; cap 5,500 | 30% on documented waste in stores with >=4 deliveries/week | Caprese not approved in HWY or RUR | Two-day code at receipt | signed_vendor_offer_letters.pdf, GreenFork letter | Yes | Apply signed terms; ignore proposal comments |
| Urban Spoon | 46179 | GGS-9PQL; GGS-6BGH | $0.35/Protein scanned unit for first six reset weeks; cap 8,000 | None; verified mis-picks only | Existing routes cover all five clusters | Protein 5-day; Bowl 3-day | signed_vendor_offer_letters.pdf, Urban Spoon letter | Yes | Apply signed terms |
| Sakura Express | 46180 | GGS-8XUY | No scan allowance | 50% documented waste credit through 8/16 in Metro M-11 only | Daily fresh route/credit only Metro M-11; COM/CAM tests excluded | One-day; daily delivery; no holdover; case pack 12 | signed_vendor_offer_letters.pdf, Sakura letter | Yes | No launch outside M-11 |
| EatWell Foods | 46172 | GGS-84QJ; GGS-2VWK; GGS-4HBP | No Q3 scan allowance | No Turkey Cranberry returns/billbacks after 1/31/2026 | Existing routes cover all five clusters | Three-day code at receipt | signed_vendor_offer_letters.pdf, EatWell letter | Yes | Remove Turkey Cranberry from July set |
| Cluster/SKU applicability used by the model | |||||||||
| Cluster | SKU | Item | Route / offer status | Final eligible scope | Scan $/unit | Scan cap units | Waste credit % | Credit / handling condition | Source |
| MET | GGS-84QJ | Chicken Caesar Wrap | Eligible—existing route covers all clusters | All cluster stores | 0 | 0 | 0 | Three-day code; no Q3 scan allowance | Signed EatWell letter, 5/30/2026 |
| MET | GGS-2VWK | Turkey Club Sandwich | Eligible—existing route covers all clusters | All cluster stores | 0 | 0 | 0 | Three-day code; no Q3 scan allowance | Signed EatWell letter, 5/30/2026 |
| MET | GGS-9PQL | Southwest Chicken Bowl | Eligible—existing route covers all clusters | All cluster stores | 0 | 0 | 0 | Three-day code; no shrink credit | Signed Urban Spoon letter, 6/6/2026 |
| MET | GGS-5MTC | Hummus Veggie Wrap | Existing covered GreenFork item | All cluster stores | 0 | 0 | 0.3 | Two-day code; credit requires documented waste and >=4 deliveries/week | Signed GreenFork letter, 6/5/2026 |
| MET | GGS-7DNL | Cobb Salad | Current item; no signed offer letter provided | All cluster stores | 0 | 0 | 0 | No signed launch support in provided offer letters | Item master / current internal records |
| MET | GGS-1KFV | Egg Salad Croissant | Current item; no signed offer letter provided | All cluster stores | 0 | 0 | 0 | No signed launch support in provided offer letters | Item master / current internal records |
| MET | GGS-4HBP | Turkey Cranberry Sandwich | Eligible—existing route covers all clusters | All cluster stores | 0 | 0 | 0 | Three-day code; no Q3 scan allowance; winter item, no returns/billbacks after 1/31/2026 | Signed EatWell letter, 5/30/2026 |
| MET | GGS-3RZA | Caprese Ciabatta | Eligible on signed/current route | All cluster stores | 0.4 | 5500 | 0.3 | Two-day code; credit requires documented waste and >=4 deliveries/week | Signed GreenFork letter, 6/5/2026 |
| MET | GGS-6BGH | Protein Snack Box | Eligible—existing route covers all clusters | All cluster stores | 0.35 | 8000 | 0 | Five-day code; no shrink credit; scan support first six reset weeks | Signed Urban Spoon letter, 6/6/2026 |
| MET | GGS-8XUY | Spicy Tuna Sushi Roll | Eligible only in Metro route M-11 | M-11 stores only | 0 | 0 | 0.5 | One-day code; daily delivery; no holdover; documented waste credit through 8/16 | Signed Sakura letter, 6/7/2026 |
| COM | GGS-84QJ | Chicken Caesar Wrap | Eligible—existing route covers all clusters | All cluster stores | 0 | 0 | 0 | Three-day code; no Q3 scan allowance | Signed EatWell letter, 5/30/2026 |
| COM | GGS-2VWK | Turkey Club Sandwich | Eligible—existing route covers all clusters | All cluster stores | 0 | 0 | 0 | Three-day code; no Q3 scan allowance | Signed EatWell letter, 5/30/2026 |
| COM | GGS-9PQL | Southwest Chicken Bowl | Eligible—existing route covers all clusters | All cluster stores | 0 | 0 | 0 | Three-day code; no shrink credit | Signed Urban Spoon letter, 6/6/2026 |
| COM | GGS-5MTC | Hummus Veggie Wrap | Existing covered GreenFork item | All cluster stores | 0 | 0 | 0.3 | Two-day code; credit requires documented waste and >=4 deliveries/week | Signed GreenFork letter, 6/5/2026 |
| COM | GGS-7DNL | Cobb Salad | Current item; no signed offer letter provided | All cluster stores | 0 | 0 | 0 | No signed launch support in provided offer letters | Item master / current internal records |
| COM | GGS-1KFV | Egg Salad Croissant | Current item; no signed offer letter provided | All cluster stores | 0 | 0 | 0 | No signed launch support in provided offer letters | Item master / current internal records |
| COM | GGS-4HBP | Turkey Cranberry Sandwich | Eligible—existing route covers all clusters | All cluster stores | 0 | 0 | 0 | Three-day code; no Q3 scan allowance; winter item, no returns/billbacks after 1/31/2026 | Signed EatWell letter, 5/30/2026 |
| COM | GGS-3RZA | Caprese Ciabatta | Eligible on signed/current route | All cluster stores | 0.4 | 5500 | 0.3 | Two-day code; credit requires documented waste and >=4 deliveries/week | Signed GreenFork letter, 6/5/2026 |
| COM | GGS-6BGH | Protein Snack Box | Eligible—existing route covers all clusters | All cluster stores | 0.35 | 8000 | 0 | Five-day code; no shrink credit; scan support first six reset weeks | Signed Urban Spoon letter, 6/6/2026 |
| COM | GGS-8XUY | Spicy Tuna Sushi Roll | Not eligible—no signed launch route | None | 0 | 0 | 0 | COM/CAM pilots explicitly excluded; no credit or service guarantee outside M-11 | Signed Sakura letter, 6/7/2026 |
| CAM | GGS-84QJ | Chicken Caesar Wrap | Eligible—existing route covers all clusters | All cluster stores | 0 | 0 | 0 | Three-day code; no Q3 scan allowance | Signed EatWell letter, 5/30/2026 |
| CAM | GGS-2VWK | Turkey Club Sandwich | Eligible—existing route covers all clusters | All cluster stores | 0 | 0 | 0 | Three-day code; no Q3 scan allowance | Signed EatWell letter, 5/30/2026 |
| CAM | GGS-9PQL | Southwest Chicken Bowl | Eligible—existing route covers all clusters | All cluster stores | 0 | 0 | 0 | Three-day code; no shrink credit | Signed Urban Spoon letter, 6/6/2026 |
| CAM | GGS-5MTC | Hummus Veggie Wrap | Existing covered GreenFork item | All cluster stores | 0 | 0 | 0.3 | Two-day code; credit requires documented waste and >=4 deliveries/week | Signed GreenFork letter, 6/5/2026 |
| CAM | GGS-7DNL | Cobb Salad | Current item; no signed offer letter provided | All cluster stores | 0 | 0 | 0 | No signed launch support in provided offer letters | Item master / current internal records |
| CAM | GGS-1KFV | Egg Salad Croissant | Current item; no signed offer letter provided | All cluster stores | 0 | 0 | 0 | No signed launch support in provided offer letters | Item master / current internal records |
| CAM | GGS-4HBP | Turkey Cranberry Sandwich | Eligible—existing route covers all clusters | All cluster stores | 0 | 0 | 0 | Three-day code; no Q3 scan allowance; winter item, no returns/billbacks after 1/31/2026 | Signed EatWell letter, 5/30/2026 |
| CAM | GGS-3RZA | Caprese Ciabatta | Eligible on signed/current route | All cluster stores | 0.4 | 5500 | 0.3 | Two-day code; credit requires documented waste and >=4 deliveries/week | Signed GreenFork letter, 6/5/2026 |
| CAM | GGS-6BGH | Protein Snack Box | Eligible—existing route covers all clusters | All cluster stores | 0.35 | 8000 | 0 | Five-day code; no shrink credit; scan support first six reset weeks | Signed Urban Spoon letter, 6/6/2026 |
| CAM | GGS-8XUY | Spicy Tuna Sushi Roll | Not eligible—no signed launch route | None | 0 | 0 | 0 | COM/CAM pilots explicitly excluded; no credit or service guarantee outside M-11 | Signed Sakura letter, 6/7/2026 |
| HWY | GGS-84QJ | Chicken Caesar Wrap | Eligible—existing route covers all clusters | All cluster stores | 0 | 0 | 0 | Three-day code; no Q3 scan allowance | Signed EatWell letter, 5/30/2026 |
| HWY | GGS-2VWK | Turkey Club Sandwich | Eligible—existing route covers all clusters | All cluster stores | 0 | 0 | 0 | Three-day code; no Q3 scan allowance | Signed EatWell letter, 5/30/2026 |
| HWY | GGS-9PQL | Southwest Chicken Bowl | Eligible—existing route covers all clusters | All cluster stores | 0 | 0 | 0 | Three-day code; no shrink credit | Signed Urban Spoon letter, 6/6/2026 |
| HWY | GGS-5MTC | Hummus Veggie Wrap | Existing covered GreenFork item | All cluster stores | 0 | 0 | 0 | Two-day code; credit requires documented waste and >=4 deliveries/week | Signed GreenFork letter, 6/5/2026 |
| HWY | GGS-7DNL | Cobb Salad | Current item; no signed offer letter provided | All cluster stores | 0 | 0 | 0 | No signed launch support in provided offer letters | Item master / current internal records |
| HWY | GGS-1KFV | Egg Salad Croissant | Current item; no signed offer letter provided | All cluster stores | 0 | 0 | 0 | No signed launch support in provided offer letters | Item master / current internal records |
| HWY | GGS-4HBP | Turkey Cranberry Sandwich | Eligible—existing route covers all clusters | All cluster stores | 0 | 0 | 0 | Three-day code; no Q3 scan allowance; winter item, no returns/billbacks after 1/31/2026 | Signed EatWell letter, 5/30/2026 |
| HWY | GGS-3RZA | Caprese Ciabatta | Not eligible—signed route exclusion | None | 0 | 5500 | 0 | Two-day code; credit requires documented waste and >=4 deliveries/week | Signed GreenFork letter, 6/5/2026 |
| HWY | GGS-6BGH | Protein Snack Box | Eligible—existing route covers all clusters | All cluster stores | 0.35 | 8000 | 0 | Five-day code; no shrink credit; scan support first six reset weeks | Signed Urban Spoon letter, 6/6/2026 |
| HWY | GGS-8XUY | Spicy Tuna Sushi Roll | Not eligible—no signed launch route | None | 0 | 0 | 0 | COM/CAM pilots explicitly excluded; no credit or service guarantee outside M-11 | Signed Sakura letter, 6/7/2026 |
| RUR | GGS-84QJ | Chicken Caesar Wrap | Eligible—existing route covers all clusters | All cluster stores | 0 | 0 | 0 | Three-day code; no Q3 scan allowance | Signed EatWell letter, 5/30/2026 |
| RUR | GGS-2VWK | Turkey Club Sandwich | Eligible—existing route covers all clusters | All cluster stores | 0 | 0 | 0 | Three-day code; no Q3 scan allowance | Signed EatWell letter, 5/30/2026 |
| RUR | GGS-9PQL | Southwest Chicken Bowl | Eligible—existing route covers all clusters | All cluster stores | 0 | 0 | 0 | Three-day code; no shrink credit | Signed Urban Spoon letter, 6/6/2026 |
| RUR | GGS-5MTC | Hummus Veggie Wrap | Existing covered GreenFork item | All cluster stores | 0 | 0 | 0 | Two-day code; credit requires documented waste and >=4 deliveries/week | Signed GreenFork letter, 6/5/2026 |
| RUR | GGS-7DNL | Cobb Salad | Current item; no signed offer letter provided | All cluster stores | 0 | 0 | 0 | No signed launch support in provided offer letters | Item master / current internal records |
| RUR | GGS-1KFV | Egg Salad Croissant | Current item; no signed offer letter provided | All cluster stores | 0 | 0 | 0 | No signed launch support in provided offer letters | Item master / current internal records |
| RUR | GGS-4HBP | Turkey Cranberry Sandwich | Eligible—existing route covers all clusters | All cluster stores | 0 | 0 | 0 | Three-day code; no Q3 scan allowance; winter item, no returns/billbacks after 1/31/2026 | Signed EatWell letter, 5/30/2026 |
| RUR | GGS-3RZA | Caprese Ciabatta | Not eligible—signed route exclusion | None | 0 | 5500 | 0 | Two-day code; credit requires documented waste and >=4 deliveries/week | Signed GreenFork letter, 6/5/2026 |
| RUR | GGS-6BGH | Protein Snack Box | Eligible—existing route covers all clusters | All cluster stores | 0.35 | 8000 | 0 | Five-day code; no shrink credit; scan support first six reset weeks | Signed Urban Spoon letter, 6/6/2026 |
| RUR | GGS-8XUY | Spicy Tuna Sushi Roll | Not eligible—no signed launch route | None | 0 | 0 | 0 | COM/CAM pilots explicitly excluded; no credit or service guarantee outside M-11 | Signed Sakura letter, 6/7/2026 |
Source Proposal
| Source Proposal | ||||||||
|---|---|---|---|---|---|---|---|---|
| Source: buyer_reset_proposal.csv. Copied without analytical overrides. | ||||||||
| proposal_date | cluster_code | cluster_name | sku | item | proposed_action | proposed_facings | buyer_comment | supplier_projection_units_per_store_week |
| 46185 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Keep | 2 | ||
| 46185 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Keep | 1 | ||
| 46185 | MET | Metro Core | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | ||
| 46185 | MET | Metro Core | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | Buyer proposal removes this to make room for the Caprese launch. | |
| 46185 | MET | Metro Core | GGS-7DNL | Cobb Salad | Keep | 1 | ||
| 46185 | MET | Metro Core | GGS-1KFV | Egg Salad Croissant | Remove | 0 | Rural DM says some regulars still ask for it. | |
| 46185 | MET | Metro Core | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | Highway stores asked to keep one slot from winter if space allows. | |
| 46185 | MET | Metro Core | GGS-3RZA | Caprese Ciabatta | Add | 1 | Use as the vegetarian trade-up and remove Hummus where possible. | 3.4 |
| 46185 | MET | Metro Core | GGS-6BGH | Protein Snack Box | Add | 2 | Merchant liked long code date and grab-and-go snack mission. | 4.8 |
| 46185 | MET | Metro Core | GGS-8XUY | Spicy Tuna Sushi Roll | Add | 2 | Vendor says sushi will reset the case image; use supplier traffic estimate where pilot is thin. | 5.1 |
| 46185 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Keep | 1 | ||
| 46185 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Keep | 2 | ||
| 46185 | COM | Commuter Suburban | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | ||
| 46185 | COM | Commuter Suburban | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | Buyer proposal removes this to make room for the Caprese launch. | |
| 46185 | COM | Commuter Suburban | GGS-7DNL | Cobb Salad | Keep | 1 | ||
| 46185 | COM | Commuter Suburban | GGS-1KFV | Egg Salad Croissant | Remove | 0 | Rural DM says some regulars still ask for it. | |
| 46185 | COM | Commuter Suburban | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | Highway stores asked to keep one slot from winter if space allows. | |
| 46185 | COM | Commuter Suburban | GGS-3RZA | Caprese Ciabatta | Add | 1 | Use as the vegetarian trade-up and remove Hummus where possible. | 3.2 |
| 46185 | COM | Commuter Suburban | GGS-6BGH | Protein Snack Box | Add | 2 | Merchant liked long code date and grab-and-go snack mission. | 4.5 |
| 46185 | COM | Commuter Suburban | GGS-8XUY | Spicy Tuna Sushi Roll | Add | 1 | Vendor says sushi will reset the case image; use supplier traffic estimate where pilot is thin. | 4.4 |
| 46185 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Keep | 2 | ||
| 46185 | CAM | Campus / Hospital | GGS-2VWK | Turkey Club Sandwich | Keep | 1 | ||
| 46185 | CAM | Campus / Hospital | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | ||
| 46185 | CAM | Campus / Hospital | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | Buyer proposal removes this to make room for the Caprese launch. | |
| 46185 | CAM | Campus / Hospital | GGS-7DNL | Cobb Salad | Keep | 1 | ||
| 46185 | CAM | Campus / Hospital | GGS-1KFV | Egg Salad Croissant | Remove | 0 | Rural DM says some regulars still ask for it. | |
| 46185 | CAM | Campus / Hospital | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | Highway stores asked to keep one slot from winter if space allows. | |
| 46185 | CAM | Campus / Hospital | GGS-3RZA | Caprese Ciabatta | Add | 1 | Use as the vegetarian trade-up and remove Hummus where possible. | 3.6 |
| 46185 | CAM | Campus / Hospital | GGS-6BGH | Protein Snack Box | Add | 2 | Merchant liked long code date and grab-and-go snack mission. | 5.4 |
| 46185 | CAM | Campus / Hospital | GGS-8XUY | Spicy Tuna Sushi Roll | Add | 1 | Vendor says sushi will reset the case image; use supplier traffic estimate where pilot is thin. | 4.8 |
| 46185 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Keep | 1 | ||
| 46185 | HWY | Highway / Travel | GGS-2VWK | Turkey Club Sandwich | Keep | 2 | ||
| 46185 | HWY | Highway / Travel | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | ||
| 46185 | HWY | Highway / Travel | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | Buyer proposal removes this to make room for the Caprese launch. | |
| 46185 | HWY | Highway / Travel | GGS-7DNL | Cobb Salad | Remove | 0 | ||
| 46185 | HWY | Highway / Travel | GGS-1KFV | Egg Salad Croissant | Remove | 0 | Rural DM says some regulars still ask for it. | |
| 46185 | HWY | Highway / Travel | GGS-4HBP | Turkey Cranberry Sandwich | Keep | 1 | Highway stores asked to keep one slot from winter if space allows. | |
| 46185 | HWY | Highway / Travel | GGS-3RZA | Caprese Ciabatta | Add | 1 | Use as the vegetarian trade-up and remove Hummus where possible. | 2.5 |
| 46185 | HWY | Highway / Travel | GGS-6BGH | Protein Snack Box | Add | 2 | Merchant liked long code date and grab-and-go snack mission. | 3.2 |
| 46185 | HWY | Highway / Travel | GGS-8XUY | Spicy Tuna Sushi Roll | Do not add | 0 | Vendor says sushi will reset the case image; use supplier traffic estimate where pilot is thin. | 0 |
| 46185 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Keep | 1 | ||
| 46185 | RUR | Rural North | GGS-2VWK | Turkey Club Sandwich | Keep | 2 | ||
| 46185 | RUR | Rural North | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | ||
| 46185 | RUR | Rural North | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | Buyer proposal removes this to make room for the Caprese launch. | |
| 46185 | RUR | Rural North | GGS-7DNL | Cobb Salad | Remove | 0 | ||
| 46185 | RUR | Rural North | GGS-1KFV | Egg Salad Croissant | Keep | 1 | Rural DM says some regulars still ask for it. | |
| 46185 | RUR | Rural North | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | Highway stores asked to keep one slot from winter if space allows. | |
| 46185 | RUR | Rural North | GGS-3RZA | Caprese Ciabatta | Do not add | 0 | Use as the vegetarian trade-up and remove Hummus where possible. | 0 |
| 46185 | RUR | Rural North | GGS-6BGH | Protein Snack Box | Add | 2 | Merchant liked long code date and grab-and-go snack mission. | 2.3 |
| 46185 | RUR | Rural North | GGS-8XUY | Spicy Tuna Sushi Roll | Do not add | 0 | Vendor says sushi will reset the case image; use supplier traffic estimate where pilot is thin. | 0 |
Item Economics
| Item Economics | |||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Internal eight-week demand and shrink evidence; supplier projections shown only as a variance check, never as proof of demand. | |||||||||||||||||||||||||||||||
| Cluster | Cluster name | SKU | Item | Range type | Weeks | Stores ranged | 8W sales | 8W waste | 8W receipts | 8W OOS store-days | First EOH | Last EOH | Sales/store/week | Waste/store/week | Waste rate | OOS days/store/week | Last EOH/store | EOH change/store | Retail | Unit cost | Unit margin | Base contribution/store/week | Supplier proposal units/store/week | Internal minus supplier | Delivery days/week | Shelf life days | Case pack | Tray slots/facing | Signed route status | Signed support | Evidence note |
| MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 8 | 18 | 792 | 41 | 845 | 36 | 26 | 40 | 5.5 | 0.284722222222222 | 0.0492196878751501 | 0.25 | 2.22222222222222 | 0.777777777777778 | 5.99 | 2.38 | 3.61 | 19.1773611111111 | 0 | 5 | 3 | 12 | 1 | Eligible—existing route covers all clusters | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 8 | 18 | 445 | 18 | 452 | 7.9 | 27 | 17 | 3.09027777777778 | 0.125 | 0.0388768898488121 | 0.0548611111111111 | 0.944444444444444 | -0.555555555555556 | 6.49 | 2.64 | 3.85 | 11.5675694444444 | 0 | 5 | 3 | 10 | 1 | Eligible—existing route covers all clusters | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| MET | Metro Core | GGS-9PQL | Southwest Chicken Bowl | Current set | 8 | 18 | 650 | 46 | 696 | 23 | 29 | 28 | 4.51388888888889 | 0.319444444444444 | 0.0660919540229885 | 0.159722222222222 | 1.55555555555556 | -0.0555555555555556 | 7.99 | 3.45 | 4.54 | 19.3909722222222 | 0 | 5 | 3 | 8 | 1.5 | Eligible—existing route covers all clusters | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| MET | Metro Core | GGS-5MTC | Hummus Veggie Wrap | Current set | 8 | 18 | 282 | 24 | 309 | 9.1 | 31 | 31 | 1.95833333333333 | 0.166666666666667 | 0.0784313725490196 | 0.0631944444444444 | 1.72222222222222 | 0 | 6.29 | 2.75 | 3.54 | 6.47416666666667 | 0 | 5 | 2 | 8 | 1 | Existing covered GreenFork item | $0.00 scan; 30% waste credit | Current full-cluster run rate | |
| MET | Metro Core | GGS-7DNL | Cobb Salad | Current set | 8 | 18 | 435 | 35 | 478 | 6.9 | 29 | 36 | 3.02083333333333 | 0.243055555555556 | 0.074468085106383 | 0.0479166666666667 | 2 | 0.388888888888889 | 8.49 | 3.72 | 4.77 | 13.5052083333333 | 0 | 5 | 3 | 6 | 1.5 | Current item; no signed offer letter provided | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| MET | Metro Core | GGS-1KFV | Egg Salad Croissant | Current set | 8 | 18 | 186 | 49 | 235 | 8.4 | 25 | 28 | 1.29166666666667 | 0.340277777777778 | 0.208510638297872 | 0.0583333333333333 | 1.55555555555556 | 0.166666666666667 | 5.49 | 2.28 | 3.21 | 3.37041666666667 | 0 | 5 | 2 | 8 | 1 | Current item; no signed offer letter provided | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| MET | Metro Core | GGS-4HBP | Turkey Cranberry Sandwich | Current set | 8 | 18 | 115 | 33 | 160 | 6.9 | 32 | 40 | 0.798611111111111 | 0.229166666666667 | 0.222972972972973 | 0.0479166666666667 | 2.22222222222222 | 0.444444444444444 | 6.59 | 2.95 | 3.64 | 2.23090277777778 | 0 | 5 | 3 | 10 | 1 | Eligible—existing route covers all clusters | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| MET | Metro Core | GGS-3RZA | Caprese Ciabatta | Controlled pilot | 8 | 9 | 228 | 21 | 256 | 3.8 | 12 | 21 | 3.16666666666667 | 0.291666666666667 | 0.0843373493975904 | 0.0527777777777778 | 2.33333333333333 | 1 | 6.99 | 3.1 | 3.89 | 11.4141666666667 | 3.4 | -0.233333333333333 | 5 | 2 | 8 | 1 | Eligible on signed/current route | $0.40 scan; 30% waste credit | Pilot run rate; extrapolate only where signed route permits |
| MET | Metro Core | GGS-6BGH | Protein Snack Box | Controlled pilot | 8 | 9 | 298 | 8 | 321 | 20.2 | 11 | 29 | 4.13888888888889 | 0.111111111111111 | 0.0261437908496732 | 0.280555555555556 | 3.22222222222222 | 2 | 6.79 | 2.94 | 3.85 | 15.6080555555556 | 4.8 | -0.661111111111111 | 5 | 5 | 10 | 1 | Eligible—existing route covers all clusters | $0.35 scan; 0% waste credit | Pilot run rate; extrapolate only where signed route permits |
| MET | Metro Core | GGS-8XUY | Spicy Tuna Sushi Roll | Controlled pilot | 8 | 9 | 227 | 27 | 270 | 6.2 | 17 | 30 | 3.15277777777778 | 0.375 | 0.106299212598425 | 0.0861111111111111 | 3.33333333333333 | 1.44444444444444 | 9.99 | 4.3 | 5.69 | 16.3268055555556 | 5.1 | -1.94722222222222 | 5 | 1 | 12 | 1.5 | Eligible only in Metro route M-11 | $0.00 scan; 50% waste credit | Pilot run rate; extrapolate only where signed route permits |
| COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 8 | 26 | 1025 | 42 | 1066 | 36.6 | 41 | 40 | 4.92788461538462 | 0.201923076923077 | 0.0393626991565136 | 0.175961538461538 | 1.53846153846154 | -0.0384615384615385 | 5.99 | 2.38 | 3.61 | 17.3090865384615 | 0 | 4 | 3 | 12 | 1 | Eligible—existing route covers all clusters | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 8 | 26 | 917 | 38 | 957 | 11.2 | 38 | 43 | 4.40865384615385 | 0.182692307692308 | 0.0397905759162304 | 0.0538461538461538 | 1.65384615384615 | 0.192307692307692 | 6.49 | 2.64 | 3.85 | 16.4910096153846 | 0 | 4 | 3 | 10 | 1 | Eligible—existing route covers all clusters | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| COM | Commuter Suburban | GGS-9PQL | Southwest Chicken Bowl | Current set | 8 | 26 | 640 | 53 | 696 | 13.6 | 43 | 44 | 3.07692307692308 | 0.254807692307692 | 0.0764790764790765 | 0.0653846153846154 | 1.69230769230769 | 0.0384615384615385 | 7.99 | 3.45 | 4.54 | 13.0901442307692 | 0 | 4 | 3 | 8 | 1.5 | Eligible—existing route covers all clusters | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| COM | Commuter Suburban | GGS-5MTC | Hummus Veggie Wrap | Current set | 8 | 26 | 454 | 43 | 495 | 9.4 | 39 | 39 | 2.18269230769231 | 0.206730769230769 | 0.0865191146881288 | 0.0451923076923077 | 1.5 | 0 | 6.29 | 2.75 | 3.54 | 7.15822115384615 | 0 | 4 | 2 | 8 | 1 | Existing covered GreenFork item | $0.00 scan; 30% waste credit | Current full-cluster run rate | |
| COM | Commuter Suburban | GGS-7DNL | Cobb Salad | Current set | 8 | 26 | 601 | 59 | 665 | 10.3 | 38 | 46 | 2.88942307692308 | 0.283653846153846 | 0.0893939393939394 | 0.0495192307692308 | 1.76923076923077 | 0.307692307692308 | 8.49 | 3.72 | 4.77 | 12.7273557692308 | 0 | 4 | 3 | 6 | 1.5 | Current item; no signed offer letter provided | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| COM | Commuter Suburban | GGS-1KFV | Egg Salad Croissant | Current set | 8 | 26 | 246 | 62 | 320 | 10.2 | 42 | 53 | 1.18269230769231 | 0.298076923076923 | 0.201298701298701 | 0.0490384615384615 | 2.03846153846154 | 0.423076923076923 | 5.49 | 2.28 | 3.21 | 3.11682692307692 | 0 | 4 | 2 | 8 | 1 | Current item; no signed offer letter provided | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| COM | Commuter Suburban | GGS-4HBP | Turkey Cranberry Sandwich | Current set | 8 | 26 | 204 | 54 | 265 | 9.7 | 42 | 48 | 0.980769230769231 | 0.259615384615385 | 0.209302325581395 | 0.0466346153846154 | 1.84615384615385 | 0.230769230769231 | 6.59 | 2.95 | 3.64 | 2.80413461538461 | 0 | 4 | 3 | 10 | 1 | Eligible—existing route covers all clusters | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| COM | Commuter Suburban | GGS-3RZA | Caprese Ciabatta | Controlled pilot | 8 | 8 | 117 | 23 | 142 | 3.3 | 12 | 14 | 1.828125 | 0.359375 | 0.164285714285714 | 0.0515625 | 1.75 | 0.25 | 6.99 | 3.1 | 3.89 | 5.99734375 | 3.2 | -1.371875 | 4 | 2 | 8 | 1 | Eligible on signed/current route | $0.40 scan; 30% waste credit | Pilot run rate; extrapolate only where signed route permits |
| COM | Commuter Suburban | GGS-6BGH | Protein Snack Box | Controlled pilot | 8 | 8 | 248 | 9 | 257 | 21.8 | 9 | 12 | 3.875 | 0.140625 | 0.0350194552529183 | 0.340625 | 1.5 | 0.375 | 6.79 | 2.94 | 3.85 | 14.5053125 | 4.5 | -0.625 | 4 | 5 | 10 | 1 | Eligible—existing route covers all clusters | $0.35 scan; 0% waste credit | Pilot run rate; extrapolate only where signed route permits |
| COM | Commuter Suburban | GGS-8XUY | Spicy Tuna Sushi Roll | Controlled pilot | 8 | 6 | 54 | 26 | 85 | 2.4 | 6 | 14 | 1.125 | 0.541666666666667 | 0.325 | 0.05 | 2.33333333333333 | 1.33333333333333 | 9.99 | 4.3 | 5.69 | 4.07208333333333 | 4.4 | -3.275 | 4 | 1 | 12 | 1.5 | Not eligible—no signed launch route | $0.00 scan; 0% waste credit | Pilot run rate; extrapolate only where signed route permits |
| CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 8 | 11 | 598 | 23 | 626 | 19.6 | 16 | 22 | 6.79545454545455 | 0.261363636363636 | 0.037037037037037 | 0.222727272727273 | 2 | 0.545454545454545 | 5.99 | 2.38 | 3.61 | 23.9095454545455 | 0 | 5 | 3 | 12 | 1 | Eligible—existing route covers all clusters | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| CAM | Campus / Hospital | GGS-2VWK | Turkey Club Sandwich | Current set | 8 | 11 | 306 | 17 | 322 | 4.6 | 14 | 16 | 3.47727272727273 | 0.193181818181818 | 0.0526315789473684 | 0.0522727272727273 | 1.45454545454545 | 0.181818181818182 | 6.49 | 2.64 | 3.85 | 12.8775 | 0 | 5 | 3 | 10 | 1 | Eligible—existing route covers all clusters | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| CAM | Campus / Hospital | GGS-9PQL | Southwest Chicken Bowl | Current set | 8 | 11 | 406 | 28 | 448 | 16.8 | 18 | 31 | 4.61363636363636 | 0.318181818181818 | 0.0645161290322581 | 0.190909090909091 | 2.81818181818182 | 1.18181818181818 | 7.99 | 3.45 | 4.54 | 19.8481818181818 | 0 | 5 | 3 | 8 | 1.5 | Eligible—existing route covers all clusters | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| CAM | Campus / Hospital | GGS-5MTC | Hummus Veggie Wrap | Current set | 8 | 11 | 273 | 21 | 290 | 3.8 | 16 | 13 | 3.10227272727273 | 0.238636363636364 | 0.0714285714285714 | 0.0431818181818182 | 1.18181818181818 | -0.272727272727273 | 6.29 | 2.75 | 3.54 | 10.3257954545455 | 0 | 5 | 2 | 8 | 1 | Existing covered GreenFork item | $0.00 scan; 30% waste credit | Current full-cluster run rate | |
| CAM | Campus / Hospital | GGS-7DNL | Cobb Salad | Current set | 8 | 11 | 211 | 21 | 230 | 4.3 | 14 | 15 | 2.39772727272727 | 0.238636363636364 | 0.0905172413793104 | 0.0488636363636364 | 1.36363636363636 | 0.0909090909090909 | 8.49 | 3.72 | 4.77 | 10.5494318181818 | 0 | 5 | 3 | 6 | 1.5 | Current item; no signed offer letter provided | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| CAM | Campus / Hospital | GGS-1KFV | Egg Salad Croissant | Current set | 8 | 11 | 138 | 32 | 170 | 4.6 | 18 | 17 | 1.56818181818182 | 0.363636363636364 | 0.188235294117647 | 0.0522727272727273 | 1.54545454545455 | -0.0909090909090909 | 5.49 | 2.28 | 3.21 | 4.20477272727273 | 0 | 5 | 2 | 8 | 1 | Current item; no signed offer letter provided | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| CAM | Campus / Hospital | GGS-4HBP | Turkey Cranberry Sandwich | Current set | 8 | 11 | 61 | 18 | 82 | 4.8 | 15 | 20 | 0.693181818181818 | 0.204545454545455 | 0.227848101265823 | 0.0545454545454545 | 1.81818181818182 | 0.454545454545455 | 6.59 | 2.95 | 3.64 | 1.91977272727273 | 0 | 5 | 3 | 10 | 1 | Eligible—existing route covers all clusters | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| CAM | Campus / Hospital | GGS-3RZA | Caprese Ciabatta | Controlled pilot | 8 | 5 | 132 | 9 | 153 | 1.7 | 8 | 20 | 3.3 | 0.225 | 0.0638297872340426 | 0.0425 | 4 | 2.4 | 6.99 | 3.1 | 3.89 | 12.1395 | 3.6 | -0.3 | 5 | 2 | 8 | 1 | Eligible on signed/current route | $0.40 scan; 30% waste credit | Pilot run rate; extrapolate only where signed route permits |
| CAM | Campus / Hospital | GGS-6BGH | Protein Snack Box | Controlled pilot | 8 | 5 | 224 | 8 | 248 | 9.4 | 8 | 24 | 5.6 | 0.2 | 0.0344827586206897 | 0.235 | 4.8 | 3.2 | 6.79 | 2.94 | 3.85 | 20.972 | 5.4 | 0.199999999999999 | 5 | 5 | 10 | 1 | Eligible—existing route covers all clusters | $0.35 scan; 0% waste credit | Pilot run rate; extrapolate only where signed route permits |
| CAM | Campus / Hospital | GGS-8XUY | Spicy Tuna Sushi Roll | Controlled pilot | 8 | 4 | 68 | 24 | 100 | 1.5 | 8 | 14 | 2.125 | 0.75 | 0.260869565217391 | 0.046875 | 3.5 | 1.5 | 9.99 | 4.3 | 5.69 | 8.86625 | 4.8 | -2.675 | 5 | 1 | 12 | 1.5 | Not eligible—no signed launch route | $0.00 scan; 0% waste credit | Pilot run rate; extrapolate only where signed route permits |
| HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 8 | 15 | 565 | 29 | 588 | 32 | 21 | 18 | 4.70833333333333 | 0.241666666666667 | 0.0488215488215488 | 0.266666666666667 | 1.2 | -0.2 | 5.99 | 2.38 | 3.61 | 16.4219166666667 | 0 | 3 | 3 | 12 | 1 | Eligible—existing route covers all clusters | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| HWY | Highway / Travel | GGS-2VWK | Turkey Club Sandwich | Current set | 8 | 15 | 568 | 22 | 586 | 4.2 | 26 | 20 | 4.73333333333333 | 0.183333333333333 | 0.0372881355932203 | 0.035 | 1.33333333333333 | -0.4 | 6.49 | 2.64 | 3.85 | 17.7393333333333 | 0 | 3 | 3 | 10 | 1 | Eligible—existing route covers all clusters | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| HWY | Highway / Travel | GGS-9PQL | Southwest Chicken Bowl | Current set | 8 | 15 | 260 | 31 | 302 | 4.9 | 28 | 35 | 2.16666666666667 | 0.258333333333333 | 0.106529209621993 | 0.0408333333333333 | 2.33333333333333 | 0.466666666666667 | 7.99 | 3.45 | 4.54 | 8.94541666666667 | 0 | 3 | 3 | 8 | 1.5 | Eligible—existing route covers all clusters | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| HWY | Highway / Travel | GGS-5MTC | Hummus Veggie Wrap | Current set | 8 | 15 | 196 | 36 | 239 | 4.6 | 23 | 31 | 1.63333333333333 | 0.3 | 0.155172413793103 | 0.0383333333333333 | 2.06666666666667 | 0.533333333333333 | 6.29 | 2.75 | 3.54 | 4.957 | 0 | 3 | 2 | 8 | 1 | Existing covered GreenFork item | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| HWY | Highway / Travel | GGS-7DNL | Cobb Salad | Current set | 8 | 15 | 131 | 29 | 165 | 5.8 | 26 | 29 | 1.09166666666667 | 0.241666666666667 | 0.18125 | 0.0483333333333333 | 1.93333333333333 | 0.2 | 8.49 | 3.72 | 4.77 | 4.30825 | 0 | 3 | 3 | 6 | 1.5 | Current item; no signed offer letter provided | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| HWY | Highway / Travel | GGS-1KFV | Egg Salad Croissant | Current set | 8 | 15 | 95 | 26 | 131 | 5.6 | 25 | 34 | 0.791666666666667 | 0.216666666666667 | 0.214876033057851 | 0.0466666666666667 | 2.26666666666667 | 0.6 | 5.49 | 2.28 | 3.21 | 2.04725 | 0 | 3 | 2 | 8 | 1 | Current item; no signed offer letter provided | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| HWY | Highway / Travel | GGS-4HBP | Turkey Cranberry Sandwich | Current set | 8 | 15 | 135 | 39 | 178 | 5.5 | 22 | 28 | 1.125 | 0.325 | 0.224137931034483 | 0.0458333333333333 | 1.86666666666667 | 0.4 | 6.59 | 2.95 | 3.64 | 3.13625 | 0 | 3 | 3 | 10 | 1 | Eligible—existing route covers all clusters | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| HWY | Highway / Travel | GGS-3RZA | Caprese Ciabatta | No internal record | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6.99 | 3.1 | 3.89 | 0 | 2.5 | 3 | 2 | 8 | 1 | Not eligible—signed route exclusion | $0.00 scan; 0% waste credit | No internal demand record; do not use supplier projection | |
| HWY | Highway / Travel | GGS-6BGH | Protein Snack Box | Controlled pilot | 8 | 5 | 109 | 8 | 129 | 11.6 | 8 | 20 | 2.725 | 0.2 | 0.0683760683760684 | 0.29 | 4 | 2.4 | 6.79 | 2.94 | 3.85 | 9.90325 | 3.2 | -0.475 | 3 | 5 | 10 | 1 | Eligible—existing route covers all clusters | $0.35 scan; 0% waste credit | Pilot run rate; extrapolate only where signed route permits |
| HWY | Highway / Travel | GGS-8XUY | Spicy Tuna Sushi Roll | No internal record | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.99 | 4.3 | 5.69 | 0 | 0 | 3 | 1 | 12 | 1.5 | Not eligible—no signed launch route | $0.00 scan; 0% waste credit | No internal demand record; do not use supplier projection | |
| RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 8 | 14 | 413 | 23 | 443 | 37.1 | 24 | 29 | 3.6875 | 0.205357142857143 | 0.0527522935779817 | 0.33125 | 2.07142857142857 | 0.357142857142857 | 5.99 | 2.38 | 3.61 | 12.823125 | 0 | 2 | 3 | 12 | 1 | Eligible—existing route covers all clusters | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| RUR | Rural North | GGS-2VWK | Turkey Club Sandwich | Current set | 8 | 14 | 452 | 23 | 479 | 4.2 | 20 | 26 | 4.03571428571429 | 0.205357142857143 | 0.048421052631579 | 0.0375 | 1.85714285714286 | 0.428571428571429 | 6.49 | 2.64 | 3.85 | 14.9953571428571 | 0 | 2 | 3 | 10 | 1 | Eligible—existing route covers all clusters | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| RUR | Rural North | GGS-9PQL | Southwest Chicken Bowl | Current set | 8 | 14 | 155 | 37 | 202 | 5.7 | 26 | 32 | 1.38392857142857 | 0.330357142857143 | 0.192708333333333 | 0.0508928571428571 | 2.28571428571429 | 0.428571428571429 | 7.99 | 3.45 | 4.54 | 5.14330357142857 | 0 | 2 | 3 | 8 | 1.5 | Eligible—existing route covers all clusters | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| RUR | Rural North | GGS-5MTC | Hummus Veggie Wrap | Current set | 8 | 14 | 172 | 38 | 213 | 5 | 20 | 25 | 1.53571428571429 | 0.339285714285714 | 0.180952380952381 | 0.0446428571428571 | 1.78571428571429 | 0.357142857142857 | 6.29 | 2.75 | 3.54 | 4.50339285714286 | 0 | 2 | 2 | 8 | 1 | Existing covered GreenFork item | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| RUR | Rural North | GGS-7DNL | Cobb Salad | Current set | 8 | 14 | 80 | 24 | 99 | 7 | 19 | 17 | 0.714285714285714 | 0.214285714285714 | 0.230769230769231 | 0.0625 | 1.21428571428571 | -0.142857142857143 | 8.49 | 3.72 | 4.77 | 2.61 | 0 | 2 | 3 | 6 | 1.5 | Current item; no signed offer letter provided | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| RUR | Rural North | GGS-1KFV | Egg Salad Croissant | Current set | 8 | 14 | 81 | 26 | 111 | 5 | 22 | 26 | 0.723214285714286 | 0.232142857142857 | 0.242990654205607 | 0.0446428571428571 | 1.85714285714286 | 0.285714285714286 | 5.49 | 2.28 | 3.21 | 1.79223214285714 | 0 | 2 | 2 | 8 | 1 | Current item; no signed offer letter provided | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| RUR | Rural North | GGS-4HBP | Turkey Cranberry Sandwich | Current set | 8 | 14 | 93 | 26 | 117 | 5.6 | 22 | 20 | 0.830357142857143 | 0.232142857142857 | 0.218487394957983 | 0.05 | 1.42857142857143 | -0.142857142857143 | 6.59 | 2.95 | 3.64 | 2.33767857142857 | 0 | 2 | 3 | 10 | 1 | Eligible—existing route covers all clusters | $0.00 scan; 0% waste credit | Current full-cluster run rate | |
| RUR | Rural North | GGS-3RZA | Caprese Ciabatta | No internal record | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6.99 | 3.1 | 3.89 | 0 | 0 | 2 | 2 | 8 | 1 | Not eligible—signed route exclusion | $0.00 scan; 0% waste credit | No internal demand record; do not use supplier projection | |
| RUR | Rural North | GGS-6BGH | Protein Snack Box | Controlled pilot | 8 | 4 | 59 | 5 | 67 | 8.4 | 9 | 9 | 1.84375 | 0.15625 | 0.078125 | 0.2625 | 2.25 | 0 | 6.79 | 2.94 | 3.85 | 6.6390625 | 2.3 | -0.45625 | 2 | 5 | 10 | 1 | Eligible—existing route covers all clusters | $0.35 scan; 0% waste credit | Pilot run rate; extrapolate only where signed route permits |
| RUR | Rural North | GGS-8XUY | Spicy Tuna Sushi Roll | No internal record | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 9.99 | 4.3 | 5.69 | 0 | 0 | 2 | 1 | 12 | 1.5 | Not eligible—no signed launch route | $0.00 scan; 0% waste credit | No internal demand record; do not use supplier projection |
Source POS
| Source POS | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Source: weekly_pos_inventory_waste.csv. Copied without analytical overrides. | |||||||||||
| week_start | cluster_code | cluster_name | sku | item | range_type | stores_ranged | net_sales_units | waste_units | oos_store_days | receipts_units | ending_on_hand_units |
| 46118 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 99 | 5 | 5.2 | 102 | 26 |
| 46125 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 98 | 5 | 5.3 | 107 | 30 |
| 46132 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 97 | 5 | 6.7 | 105 | 33 |
| 46139 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 108 | 5 | 3 | 113 | 33 |
| 46146 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 88 | 5 | 2.4 | 93 | 33 |
| 46153 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 92 | 5 | 5.2 | 99 | 35 |
| 46160 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 96 | 5 | 4.7 | 103 | 37 |
| 46167 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 114 | 6 | 3.5 | 123 | 40 |
| 46118 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 124 | 5 | 3.1 | 129 | 41 |
| 46125 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 144 | 6 | 3.8 | 149 | 40 |
| 46132 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 121 | 5 | 8.5 | 126 | 40 |
| 46139 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 125 | 5 | 3.3 | 127 | 37 |
| 46146 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 136 | 6 | 3.4 | 143 | 38 |
| 46153 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 117 | 5 | 2.7 | 126 | 42 |
| 46160 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 132 | 5 | 6.6 | 134 | 39 |
| 46167 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 126 | 5 | 5.2 | 132 | 40 |
| 46118 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 66 | 3 | 2.7 | 68 | 16 |
| 46125 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 79 | 3 | 1.9 | 84 | 18 |
| 46132 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 85 | 3 | 1.4 | 87 | 17 |
| 46139 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 72 | 3 | 1.4 | 78 | 20 |
| 46146 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 65 | 3 | 4 | 65 | 17 |
| 46153 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 74 | 3 | 1.2 | 80 | 20 |
| 46160 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 72 | 2 | 4.1 | 73 | 19 |
| 46167 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 85 | 3 | 2.9 | 91 | 22 |
| 46118 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 65 | 3 | 3.6 | 65 | 21 |
| 46125 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 74 | 4 | 4.4 | 77 | 20 |
| 46132 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 63 | 3 | 3.5 | 67 | 21 |
| 46139 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 71 | 4 | 3 | 75 | 21 |
| 46146 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 67 | 3 | 5.5 | 73 | 24 |
| 46153 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 78 | 4 | 4.2 | 80 | 22 |
| 46160 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 73 | 4 | 3.5 | 74 | 19 |
| 46167 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 74 | 4 | 4.3 | 77 | 18 |
| 46118 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 55 | 3 | 3.1 | 60 | 24 |
| 46125 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 57 | 3 | 3.6 | 64 | 28 |
| 46132 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 54 | 3 | 5.4 | 57 | 28 |
| 46139 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 53 | 3 | 4.2 | 60 | 32 |
| 46146 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 51 | 3 | 4.4 | 56 | 34 |
| 46153 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 46 | 2 | 5.7 | 45 | 31 |
| 46160 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 47 | 3 | 5 | 50 | 31 |
| 46167 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 50 | 3 | 5.7 | 51 | 29 |
| 46118 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 50 | 2 | 1.4 | 51 | 27 |
| 46125 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 56 | 2 | 1.3 | 55 | 24 |
| 46132 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 62 | 3 | 0.7 | 63 | 22 |
| 46139 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 51 | 2 | 0.8 | 50 | 19 |
| 46146 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 57 | 2 | 1.7 | 60 | 20 |
| 46153 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 62 | 3 | 1 | 65 | 20 |
| 46160 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 55 | 2 | 0.3 | 56 | 19 |
| 46167 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 52 | 2 | 0.7 | 52 | 17 |
| 46118 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 115 | 5 | 1.2 | 117 | 38 |
| 46125 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 119 | 5 | 1.6 | 123 | 37 |
| 46132 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 132 | 5 | 0.6 | 139 | 39 |
| 46139 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 103 | 4 | 2.4 | 108 | 40 |
| 46146 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 105 | 5 | 1.9 | 114 | 44 |
| 46153 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 127 | 5 | 0.4 | 132 | 44 |
| 46160 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 112 | 5 | 1.2 | 114 | 41 |
| 46167 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 104 | 4 | 1.9 | 110 | 43 |
| 46118 | CAM | Campus / Hospital | GGS-2VWK | Turkey Club Sandwich | Current set | 11 | 34 | 2 | 0.7 | 33 | 14 |
Source Items
| Source Items | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Source: item_master_unit_economics.csv. Copied without analytical overrides. | |||||||||||||
| sku | item | status | vendor | role | diet_flag | shelf_life_days | case_pack | tray_slots_per_facing | retail_price | unit_cost | order_multiple_cases | first_available_date | current_core |
| GGS-84QJ | Chicken Caesar Wrap | Current | EatWell Foods | Core wrap | Meat | 3 | 12 | 1 | 5.99 | 2.38 | 1 | 45369 | Yes |
| GGS-2VWK | Turkey Club Sandwich | Current | EatWell Foods | Core sandwich | Meat | 3 | 10 | 1 | 6.49 | 2.64 | 1 | 45145 | Yes |
| GGS-9PQL | Southwest Chicken Bowl | Current | Urban Spoon | Bowl meal | Meat | 3 | 8 | 1.5 | 7.99 | 3.45 | 1 | 45544 | Yes |
| GGS-5MTC | Hummus Veggie Wrap | Current | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 8 | 1 | 6.29 | 2.75 | 1 | 45047 | No |
| GGS-7DNL | Cobb Salad | Current | FreshPack Deli | Salad meal | Meat | 3 | 6 | 1.5 | 8.49 | 3.72 | 1 | 45313 | No |
| GGS-1KFV | Egg Salad Croissant | Current | FreshPack Deli | Legacy sandwich | Egg vegetarian | 2 | 8 | 1 | 5.49 | 2.28 | 1 | 44725 | No |
| GGS-4HBP | Turkey Cranberry Sandwich | Current seasonal | EatWell Foods | Winter seasonal | Meat | 3 | 10 | 1 | 6.59 | 2.95 | 1 | 45957 | No |
| GGS-3RZA | Caprese Ciabatta | Candidate | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 8 | 1 | 6.99 | 3.1 | 1 | 46197 | No |
| GGS-6BGH | Protein Snack Box | Candidate | Urban Spoon | Protein snack / light meal | Mixed protein | 5 | 10 | 1 | 6.79 | 2.94 | 1 | 46197 | No |
| GGS-8XUY | Spicy Tuna Sushi Roll | Candidate | Sakura Express | Sushi / novelty lunch | Fish | 1 | 12 | 1.5 | 9.99 | 4.3 | 1 | 46211 | No |
Source Capacity
| Source Capacity | ||||||
|---|---|---|---|---|---|---|
| Source: store_cluster_capacity.csv. Copied without analytical overrides. | ||||||
| cluster_code | cluster_name | store_count | deliveries_per_week | tray_slots_available | extra_tray_project | notes |
| MET | Metro Core | 18 | 5 | 12 | Pending September lease-line change; not approved for July reset | Dense lunch traffic; daily prepared-food replenishment except Sunday. |
| COM | Commuter Suburban | 26 | 4 | 10 | No incremental tray capacity this reset | Office parks and commuter corridors; strongest weekday lunch. |
| CAM | Campus / Hospital | 11 | 5 | 10 | No incremental tray capacity this reset | Late lunch and evening snack missions; meatless options over-index. |
| HWY | Highway / Travel | 15 | 3 | 8 | No incremental tray capacity this reset | Fewer delivery touches; travel purchase pattern favors familiar sandwiches. |
| RUR | Rural North | 14 | 2 | 7 | No incremental tray capacity this reset | Long delivery gap and highest transfer cost; do not chase low-repeat novelty. |
User prompt → 68 turns · 55 tool calls → final responsecodex
1systemskills instructions · Skills A skill is a set of instructions provided through a SKILL.md source. Below is the list of s…
skills instructions
Skills
A skill is a set of instructions provided through a
SKILL.mdsource. Below is the list of skills that can be used. Each entry includes a name, description, and source locator.filelocators are on the host filesystem,executor packagelocators are owned by their execution environment,orchestrator packagelocators are opaque package identifiers, andcustom resourcelocators use their provider's access mechanism.Available skills
- imagegen: Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or transparent-background cutouts. Use when Codex should create a brand-new image, transform an existing image, or derive visual variants from references, and the output should be a bitmap asset rather than repo-native code or vector. Do not use when the task is better handled by editing existing SVG/vector/code-native assets, extending an established icon or logo system, or building the visual directly in HTML/CSS/canvas. (file: /tmp/codex-home/skills/.system/imagegen/SKILL.md)
- openai-docs: Use for Codex models/pricing, scheduled tasks, skills, settings, setup, troubleshooting, customization, automations, and self-knowledge—including 'you,' 'your,' 'this app,' or 'this coding agent' when they refer to Codex—and for OpenAI APIs/products and ChatGPT Work. Also use for model choice/migration, prompting, SDKs, Responses, Realtime, agents, evals, and Chat/Work/Codex comparisons. Do not use for generic app/software tasks that merely mention Codex. (file: /tmp/codex-home/skills/.system/openai-docs/SKILL.md)
- plugin-creator: Create and scaffold plugin directories for Codex with a required
.codex-plugin/plugin.json, optional plugin folders/files, valid manifest defaults, and personal-marketplace entries by default. Use when Codex needs to create a new personal plugin, add optional plugin structure, generate or update marketplace entries for plugi
… 3,403 more characters in the raw trajectory.
2systemYou are /root, the primary agent in a team of agents collaborating to fulfill the user's goals. At the start of your tur…
You are
/root, the primary agent in a team of agents collaborating to fulfill the user's goals.At the start of your turn, you are the active agent.
You can spawn sub-agents to handle subtasks, and those sub-agents can spawn their own sub-agents.
All agents in the team, including the agents that you can assign tasks to, are equally intelligent and capable, and have access to the same set of tools.You can use
spawn_agentto create a new agent,followup_taskto give an existing agent a new task and trigger a turn, andsend_messageto pass a message to a running agent without triggering a turn.
Child agents can also spawn their own sub-agents.
You can decide how much context you want to propagate to your sub-agents with thefork_turnsparameter.You will receive messages in the analysis channel in the form:
Message Type: MESSAGE | FINAL_ANSWER Task name: <recipient> Sender: <author> Payload: <payload text>They may be addressed as to=/root
Note that collaboration tools cannot be called from inside
functions.exec. Callspawn_agent,send_message,followup_task,wait_agent,interrupt_agent, andlist_agentsonly as direct tool calls using the recipient shown in their tool definitions, such asto=functions.collaboration.spawn_agent, since they are intentionally absent from thefunctions.exectools.*namespace. Available tools infunctions.execare explicitly described with atoolsnamespace in the developer message.All agents share the same directory. In detail:
- All agents have access to the same container and filesystem as you.
- All agents use the same current working directory.
- As a result, edits made by one agent are immediately visible to all other agents.
When calling
wait_agent, prefer longer waits (minutes) to avoid busy polling.There are 4 available concurrency slots, meaning that up to 4 agents can be active at once, including you.
Full-history forks (
fork_turnsomitted or"all") inherit the parent mod… 264 more characters in the raw trajectory.
3systemmulti agent mode · Any earlier instruction enabling proactive multi-agent delegation no longer applies. Do not spawn sub…
multi agent mode
Any earlier instruction enabling proactive multi-agent delegation no longer applies. Do not spawn sub-agents unless the user or applicable AGENTS.md/skill instructions explicitly ask for sub-agents, delegation, or parallel agent work.
4userenvironment context · /workspace bash 2026-08-20 Etc/UTC /workspace
environment context
- cwd
- /workspace
- shell
- bash
- current date
- 2026-08-20
- timezone
- Etc/UTC
- root
- /workspace
5userYou are a category planning analyst at Blue Mesa Market, an 84-store convenience/grocery retailer. The prepared-foods me…
You are a category planning analyst at Blue Mesa Market, an 84-store convenience/grocery retailer. The prepared-foods merchant has asked you to review a July reset proposal for the refrigerated grab-and-go case before it is released to Space Planning and field operations. The proposal came out of vendor line reviews and includes several new items, but the case is capacity-constrained and the first four weeks of the reset must work with the delivery network that is already signed.
Using the attached materials, decide which proposed item and cluster changes should be accepted, changed, or rejected for the first four weeks of the reset. Your recommendation should protect lunch traffic and gross profit while reducing avoidable shrink and avoiding store-level execution problems. The senior merchant needs a practical decision, not a theory memo: identify the highest-risk parts of the proposal, state the revised cluster-level assortment, and show the supporting economics and capacity reconciliation.
Work only from the attached materials. Treat the merchant handoff as authoritative for business rules and trust hierarchy. Treat internal sales, waste, and inventory records as the demand signal; do not rely on supplier projections or proposal comments as proof of demand. Treat signed vendor offer letters as authoritative for credits, route eligibility, and launch support. Do not invent additional case capacity, delivery days, vendor credits, or substitute items that are not in the files. Where the proposal conflicts with the handoff, internal records, or signed terms, explain the conflict and resolve it using the more authoritative source.
Produce the following deliverables in
/workspace/output/:grab_go_reset_memo.docx- a merchant-facing memo with the revised reset recommendation, the major proposal changes, business rationale, and execution risks.reset_decision_workbook.xlsx- a supporting workbook showing the cluster-level final decisions, item economics, pro
… 67 more characters in the raw trajectory.
6I’ll use the spreadsheet and Word-document skills to audit the source files, reconcile economics and case capacity, then…
I’ll use the spreadsheet and Word-document skills to audit the source files, reconcile economics and case capacity, then produce the merchant memo and supporting workbook in
/workspace/output/. I’ll treat the handoff and signed terms as controlling where sources conflict.7exec1
Tool execution only — no assistant text
execconst p = await tools.update_plan({plan:[ {step:"Read the document and spreadsheet skill instructions",status:"in_progress"}, {step:"Inventory and inspect all attached source materials",status:"pending"}, {step:"Reconcile demand, economics, vendor terms, routing, and capacity",status:"pending"}, {step:"Build and validate the decision workbook",status:"pending"}, {step:"Draft and validate the merchant-facing memo",status:"pending"} ]}); text(p)
Arguments
const p = await tools.update_plan({plan:[ {step:"Read the document and spreadsheet skill instructions",status:"in_progress"}, {step:"Inventory and inspect all attached source materials",status:"pending"}, {step:"Reconcile demand, economics, vendor terms, routing, and capacity",status:"pending"}, {step:"Build and validate the decision workbook",status:"pending"}, {step:"Draft and validate the merchant-facing memo",status:"pending"} ]}); text(p)Output
Script completed Wall time 0.0 seconds Output: {}8Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const results = await Promise.all([ tools.exec_command({cmd:"cat /root/.agents/skills/xlsx/SKILL.md","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":20000}), tools.exec_command({cmd:"cat /root/.agents/skills/docx/SKILL.md","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":20000}) ]); for (const r of results) text(r.output);Output
Script completed Wall time 0.1 seconds Output: --- name: xlsx description: "Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .csv, or .tsv file (e.g., adding columns, computing formulas, formatting, charting, cleaning messy data); create a new spreadsheet from scratch or from other data sources; or convert between tabular file formats. Trigger especially when the user references a spreadsheet file by name or path — even casually (like \"the xlsx in my downloads\") — and wants something done to it or produced from it. Also trigger for cleaning or restructuring messy tabular data files (malformed rows, misplaced headers, junk data) into proper spreadsheets. The deliverable must be a spreadsheet file. Do NOT trigger when the primary deliverable is a Word document, HTML report, standalone Python
… 31,680 more characters of output in the raw trajectory.
9Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"find /workspace -maxdepth 3 -type f -printf '%p\\n' | sort","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":20000}); text(r.output);Output
Script completed Wall time 0.1 seconds Output: /workspace/data/buyer_reset_proposal.csv /workspace/data/item_master_unit_economics.csv /workspace/data/merchant_handoff_prepared_foods.docx /workspace/data/signed_vendor_offer_letters.pdf /workspace/data/store_cluster_capacity.csv /workspace/data/weekly_pos_inventory_waste.csv
10The attachments also include signed vendor terms in PDF, so I’m adding the PDF skill to extract and verify those authori…
The attachments also include signed vendor terms in PDF, so I’m adding the PDF skill to extract and verify those authoritative offer details before making any assortment decisions.
11Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"cat /root/.agents/skills/pdf/SKILL.md","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":30000}); text(r.output);Output
Script completed Wall time 0.1 seconds Output: --- name: pdf description: Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill. license: Proprietary. LICENSE.txt has complete terms --- # PDF Processing Guide ## Overview This guide covers essential PDF processing operations using Python libraries and command-line tools. For advanced features, JavaScript libraries, and detailed examples, see REFERENCE.md. If you need to fill out a PDF form, read FORMS.md and follow its instructions. ## Quick Start ```python from pypdf im
… 7,489 more characters of output in the raw trajectory.
12exec1
Tool execution only — no assistant text
execconst p = await tools.update_plan({plan:[ {step:"Read the document, spreadsheet, and PDF skill instructions",status:"completed"}, {step:"Inventory and inspect all attached source materials",status:"in_progress"}, {step:"Reconcile demand, economics, vendor terms, routing, and capacity",status:"pending"}, {step:"Build and validate the decision workbook",status:"pending"}, {step:"Draft and validate the merchant-facing memo",status:"pending"} ]}); text(p)
Arguments
const p = await tools.update_plan({plan:[ {step:"Read the document, spreadsheet, and PDF skill instructions",status:"completed"}, {step:"Inventory and inspect all attached source materials",status:"in_progress"}, {step:"Reconcile demand, economics, vendor terms, routing, and capacity",status:"pending"}, {step:"Build and validate the decision workbook",status:"pending"}, {step:"Draft and validate the merchant-facing memo",status:"pending"} ]}); text(p)Output
Script completed Wall time 0.0 seconds Output: {}13Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"ls -lh /workspace/data && file /workspace/data/* && wc -l /workspace/data/*.csv && pdfinfo /workspace/data/signed_vendor_offer_letters.pdf | sed -n '1,20p'","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":20000}); text(r.output);Output
Script completed Wall time 0.1 seconds Output: total 84K -rw-r--r-- 1 root root 5.5K Aug 19 23:31 buyer_reset_proposal.csv -rw-r--r-- 1 root root 1.3K Aug 19 23:31 item_master_unit_economics.csv -rw-r--r-- 1 root root 38K Aug 19 23:31 merchant_handoff_prepared_foods.docx -rw-r--r-- 1 root root 4.7K Aug 19 23:31 signed_vendor_offer_letters.pdf -rw-r--r-- 1 root root 833 Aug 19 23:31 store_cluster_capacity.csv -rw-r--r-- 1 root root 33K Aug 19 23:31 weekly_pos_inventory_waste.csv /bin/bash: line 1: file: command not found
14Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const rs = await Promise.all([ tools.exec_command({cmd:"pandoc --track-changes=all /workspace/data/merchant_handoff_prepared_foods.docx -t plain","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":30000}), tools.exec_command({cmd:"pdftotext -layout /workspace/data/signed_vendor_offer_letters.pdf -","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":30000}), tools.exec_command({cmd:"for f in /workspace/data/*.csv; do wc -l \"$f\"; done","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":5000}), too… 426 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 2.1 seconds Output: /bin/bash: line 1: pandoc: command not found Signed Vendor Offer Letters - Prepared Foods Q3 2026 Blue Mesa Market internal copy. These are the signed terms that supersede informal proposal notes. GreenFork Kitchen Signed June 5, 2026 by M. Patel, GreenFork Kitchen Term Signed language Covered items GGS-5MTC Hummus Veggie Wrap; GGS-3RZA Caprese Ciabatta Launch support $0.40 per scanned unit on GGS-3RZA receipts dated July 13-August 9, capped at 5,500 scanned units. Shrink credit 30% credit on documented waste units for covered GreenFork items only in stores receiving GreenFork delivery at least four days per week. Route limits Highway / Travel and Rural North are not approved for Caprese route expansion u… 13,303 more characters of output in the raw trajectory.
15I’ve confirmed the signed offer text is machine-readable. The handoff extractor named in the skill isn’t installed here,…
I’ve confirmed the signed offer text is machine-readable. The handoff extractor named in the skill isn’t installed here, so I’m using the Word package’s underlying XML and table structure to capture the complete document, including headers and tables.
16Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const rs = await Promise.all([ tools.exec_command({cmd:"python - <<'PY'\nfrom docx import Document\nfrom docx.document import Document as _Document\nfrom docx.table import Table\nfrom docx.text.paragraph import Paragraph\nfrom docx.oxml.ns import qn\np='/workspace/data/merchant_handoff_prepared_foods.docx'\nd=Document(p)\ndef blocks(parent):\n body=parent.element.body\n for ch in body.iterchildren():\n if ch.tag==qn('w:p'): yield Paragraph(ch,parent)\n elif ch.tag==qn('w:tbl'): yield Table(ch,parent)\nprint('CORE PROPERTIES', d.core_properties.title, d.core_propert… 1,221 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 0.5 seconds Output: CORE PROPERTIES python-docx 2013-12-23 23:15:00+00:00 P1 [Normal]: Prepared Foods Reset Handoff P2 [Normal]: Blue Mesa Market - Q3 2026 refrigerated grab-and-go case P3 [Normal]: From: L. Moreno, Senior Merchant - Prepared Foods P4 [Normal]: To: Category Planning / Space Planning P5 [Normal]: Date: June 10, 2026 P6 [Normal]: Context: The July reset has to protect lunch traffic while taking shrink dollars out of the case. The buyer proposal was assembled after vendor line reviews, but it has not been reconciled to current tray capacity, delivery cadence, or the signed trade terms. Stores are already flagging that the case is hard to recover after the noon rush, so the final call needs to be operationally boring even if the vendor story is exciting. P7 [Heading 1]: Decision rules for this reset P8 [List Bullet]: Fit the first four weeks of the July reset into th
… 3,556 more characters of output in the raw trajectory.
17Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python - <<'PY'\nimport pandas as pd\nbase='/workspace/data/'\np=pd.read_csv(base+'buyer_reset_proposal.csv')\nw=pd.read_csv(base+'weekly_pos_inventory_waste.csv')\nprint('PROPOSAL BY CLUSTER')\nfor (cc,cn),g in p.groupby(['cluster_code','cluster_name'],sort=False):\n print(f'\\n{cc} {cn}')\n print(g[['sku','item','proposed_action','proposed_facings','supplier_projection_units_per_store_week','buyer_comment']].to_string(index=False))\nprint('\\nWEEKLY RANGE SUMMARY')\ns=(w.groupby(['cluster_code','cluster_name','sku','item','ran… 578 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 1.3 seconds Output: PROPOSAL BY CLUSTER MET Metro Core sku item proposed_action proposed_facings supplier_projection_units_per_store_week buyer_comment GGS-84QJ Chicken Caesar Wrap Keep 2 NaN NaN GGS-2VWK Turkey Club Sandwich Keep 1 NaN NaN GGS-9PQL Southwest Chicken Bowl Keep 1 NaN NaN GGS-5MTC… 19,004 more characters of output in the raw trajectory.
18Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python - <<'PY'\nimport pandas as pd\nw=pd.read_csv('/workspace/data/weekly_pos_inventory_waste.csv')\nfor sku in ['GGS-3RZA','GGS-6BGH','GGS-8XUY']:\n print('\\n',sku)\n print(w[w.sku.eq(sku)][['week_start','cluster_code','stores_ranged','net_sales_units','waste_units','oos_store_days','receipts_units','ending_on_hand_units']].to_string(index=False))\nPY","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":20000}); text(r.output);Output
Script completed Wall time 1.3 seconds Output: GGS-3RZA week_start cluster_code stores_ranged net_sales_units waste_units oos_store_days receipts_units ending_on_hand_units 2026-04-06 MET 9 25 2 0.6 25 12 2026-04-13 MET 9 30 3 0.1 37 16 2026-04-20 MET 9 29 2 0.3 28 13 2026-04-27 MET 9 29 2 0.6 33 15 2026-05-04 MET 9 27 3 0.8 31 16 2026-05-11 MET 9 30 3 0.5 30 13
… 10,445 more characters of output in the raw trajectory.
19Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python - <<'PY'\nimport pandas as pd, numpy as np\nb='/workspace/data/'\nw=pd.read_csv(b+'weekly_pos_inventory_waste.csv',parse_dates=['week_start'])\ni=pd.read_csv(b+'item_master_unit_economics.csv')\nc=pd.read_csv(b+'store_cluster_capacity.csv')\ng=w.sort_values('week_start').groupby(['cluster_code','sku'],sort=False)\ns=g.agg(item=('item','first'),range_type=('range_type','first'),weeks=('week_start','nunique'),stores=('stores_ranged','max'),sales=('net_sales_units','sum'),waste=('waste_units','sum'),oos=('oos_store_days','sum'),rec… 1,163 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 1.3 seconds Output: MET cluster_code sku item range_type stores sales_psw waste_psw waste_rate oos_psw last_eoh_ps eoh_delta_ps unit_margin contrib_psw MET GGS-84QJ Chicken Caesar Wrap Current set 18 5.50 0.28 4.9% 0.25 2.22 +0.78 $3.61 $19.18 MET GGS-2VWK Turkey Club Sandwich Current set 18 3.09 0.12 3.9% 0.05 0.94 -0.56 $3.85 $11.57 MET GGS-3RZA Caprese Ciabatta Controlled pilot 9 3.17 0.29 8.4% 0.05 2.33 +1.00 $3.89 $11.41 MET GGS-1KFV Egg Salad Croissant Current set 18 1.29 0.34 20.9% 0.06 1.56 +0.17 $3.21 $3.37 MET GGS-5MTC Hummus Veggie Wrap Current se… 7,424 more characters of output in the raw trajectory.
20The source hierarchy now points to three concrete proposal risks: unsigned sushi expansion, a Caprese swap that is weak…
The source hierarchy now points to three concrete proposal risks: unsigned sushi expansion, a Caprese swap that is weak in Commuter and ineligible in Highway/Rural, and several planograms that exceed live tray capacity. I’m validating the signed pages visually before locking the recommendation.
21Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"pdftoppm -png -r 120 /workspace/data/signed_vendor_offer_letters.pdf /tmp/vendor_terms","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":5000}); text(r.output);Output
Script completed Wall time 0.5 seconds Output:
22exec1
Tool execution only — no assistant text
execconst rs = await Promise.all([ tools.view_image({path:"/tmp/vendor_terms-1.png",detail:"original"}), tools.view_image({path:"/tmp/vendor_terms-2.png",detail:"original"}) ]); for (const r of rs) image(r.image_url);
Arguments
const rs = await Promise.all([ tools.view_image({path:"/tmp/vendor_terms-1.png",detail:"original"}), tools.view_image({path:"/tmp/vendor_terms-2.png",detail:"original"}) ]); for (const r of rs) image(r.image_url);Output
Script completed Wall time 0.0 seconds Output:
… 294,750 more characters of output in the raw trajectory.
23Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python - <<'PY'\nimport pandas as pd\nb='/workspace/data/'\np=pd.read_csv(b+'buyer_reset_proposal.csv')\ni=pd.read_csv(b+'item_master_unit_economics.csv')[['sku','tray_slots_per_facing']]\nc=pd.read_csv(b+'store_cluster_capacity.csv')[['cluster_code','tray_slots_available']]\nx=p.merge(i,on='sku').assign(proposed_slots=lambda d:d.proposed_facings*d.tray_slots_per_facing)\nx=x.groupby('cluster_code',as_index=False).proposed_slots.sum().merge(c,on='cluster_code')\nx['over_under']=x.tray_slots_available-x.proposed_slots\nprint(x.to_stri… 124 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 1.5 seconds Output: cluster_code proposed_slots tray_slots_available over_under CAM 10.5 10.0 -0.5 COM 10.5 10.0 -0.5 HWY 8.5 8.0 -0.5 MET 12.0 12.0 0.0 RUR 7.5 7.0 -0.524Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python - <<'PY'\nimport pandas as pd\nb='/workspace/data/'\nw=pd.read_csv(b+'weekly_pos_inventory_waste.csv')\ni=pd.read_csv(b+'item_master_unit_economics.csv')\nc=pd.read_csv(b+'store_cluster_capacity.csv')\nfinal={\n'MET':{'GGS-84QJ':2,'GGS-2VWK':1,'GGS-9PQL':2,'GGS-5MTC':0,'GGS-7DNL':1,'GGS-1KFV':0,'GGS-4HBP':0,'GGS-3RZA':1,'GGS-6BGH':2,'GGS-8XUY':1},\n'COM':{'GGS-84QJ':2,'GGS-2VWK':2,'GGS-9PQL':1,'GGS-5MTC':1,'GGS-7DNL':1,'GGS-1KFV':0,'GGS-4HBP':0,'GGS-3RZA':0,'GGS-6BGH':2,'GGS-8XUY':0},\n'CAM':{'GGS-84QJ':2,'GGS-2VWK':1,'GGS-9PQ… 2,330 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 1.4 seconds Output: BY CLUSTER sales waste gp waste_cost scan shrink_credit net cluster CAM 1288.60 73.70 5089.97 222.61 144.32 17.87 5029.56 COM 2221.50 132.12 8856.66 403.43 141.05 17.74 8612.02 HWY 958.00 71.00 3679.82 201.80 57.22 0.00 3535.24 MET 1800.50 112.50 7479.20 363.67 195.50 48.56 7359.58 RUR 699.25 69.25 2669.37 199.53 36.14 0.00 2505.98 OVERALL sales 6967.85 waste 458.58 gp 27775.02 waste_cost 1391.04 scan 574.23 shrink_credit 84.16 net 27042.38 dtype: float64 BY ITEM sales waste gp waste_cost scan shrink_cred… 4,013 more characters of output in the raw trajectory.
25Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const rs = await Promise.all([ tools.exec_command({cmd:"node -e \"console.log(require.resolve('docx'))\"","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":5000}), tools.exec_command({cmd:"python - <<'PY'\nimport openpyxl\nprint(openpyxl.__version__)\nPY","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":5000}), tools.exec_command({cmd:"find /root/.agents/skills -path '*/scripts/recalc.py' -o -path '*/scripts/office/validate.py' -o -path '*/scripts/office/soffice.py' | sort","workdir":"/workspace","yield_time_ms… 83 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 1.5 seconds Output: node:internal/modules/cjs/loader:1433 throw err; ^ Error: Cannot find module 'docx' Require stack: - /workspace/[eval] at Function._resolveFilename (node:internal/modules/cjs/loader:1430:15) at Function.resolve (node:internal/modules/helpers:157:19) at [eval]:1:21 at runScriptInThisContext (node:internal/vm:209:10) at node:internal/process/execution:446:12 at [eval]-wrapper:6:24 at runScriptInContext (node:internal/process/execution:444:60) at evalFunction (node:internal/process/execution:279:30) at evalTypeScript (node:internal/process/execution:291:3) at node:internal/main/eval_string:74:3 { code: 'MODULE_NOT_FOUND', requireStack: [ '/workspace/[eval]' ] } Node.js v22.23.2 3.1.5 /root/.agents/skills/docx/scripts/office/soffi… 216 more characters of output in the raw trajectory.
26The recommendations are now reconciled at the item/cluster level. I’m moving into production: the workbook will keep raw…
The recommendations are now reconciled at the item/cluster level. I’m moving into production: the workbook will keep raw source tabs and formula-driven calculations, and the memo will use the same final decision table so the two deliverables stay auditable.
27Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"npm install -g docx","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":10000}); text(r.output);Output
Script completed Wall time 2.2 seconds Output: added 22 packages in 2s 1 package is looking for funding run `npm fund` for details
28exec1
Tool execution only — no assistant text
execconst p = await tools.update_plan({explanation:"Source review is complete. The final design keeps Caprese only in Metro and Campus, limits sushi to one facing on Metro route M-11, retains Hummus where needed, scales Protein facings to observed demand, removes the seasonal/legacy exceptions, and fits every live case.",plan:[ {step:"Read the document, spreadsheet, and PDF skill instructions",status:"completed"}, {step:"Inventory and inspect all attached source materials",status:"completed"}, {step:"Reconcile demand, economics, vendor terms, routing, and capacity",s
Arguments
const p = await tools.update_plan({explanation:"Source review is complete. The final design keeps Caprese only in Metro and Campus, limits sushi to one facing on Metro route M-11, retains Hummus where needed, scales Protein facings to observed demand, removes the seasonal/legacy exceptions, and fits every live case.",plan:[ {step:"Read the document, spreadsheet, and PDF skill instructions",status:"completed"}, {step:"Inventory and inspect all attached source materials",status:"completed"}, {step:"Reconcile demand, economics, vendor terms, routing, and capacity",s… 195 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 0.0 seconds Output: {}29exec1
Tool execution only — no assistant text
execconst patch = "*** Begin Patch\n*** Add File: /workspace/scripts/build_reset_workbook.py\n+from pathlib import Path\n+from datetime import datetime\n+import math\n+import pandas as pd\n+from openpyxl import Workbook\n+from openpyxl.comments import Comment\n+from openpyxl.styles import Alignment, Border, Font, PatternFill, Side\n+from openpyxl.worksheet.table import Table, TableStyleInfo\n+from openpyxl.utils import get_column_letter\n+\n+BASE = Path(\"/workspace/data\")\n+OUT = Path(\"/workspace/output/reset_decision_workbook.xlsx\")\n+\n+NAVY = \"17365D\"
Arguments
const patch = "*** Begin Patch\n*** Add File: /workspace/scripts/build_reset_workbook.py\n+from pathlib import Path\n+from datetime import datetime\n+import math\n+import pandas as pd\n+from openpyxl import Workbook\n+from openpyxl.comments import Comment\n+from openpyxl.styles import Alignment, Border, Font, PatternFill, Side\n+from openpyxl.worksheet.table import Table, TableStyleInfo\n+from openpyxl.utils import get_column_letter\n+\n+BASE = Path(\"/workspace/data\")\n+OUT = Path(\"/workspace/output/reset_decision_workbook.xlsx\")\n+\n+NAVY = \"17365D\"
… 56,273 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 0.0 seconds Output: {}30Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"ls -l /workspace/scripts/build_reset_workbook.py && python -m py_compile /workspace/scripts/build_reset_workbook.py","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":10000}); text(r.output);Output
Script completed Wall time 0.2 seconds Output: -rw-r--r-- 1 root root 48711 Aug 20 01:19 /workspace/scripts/build_reset_workbook.py
31Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python /workspace/scripts/build_reset_workbook.py","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":20000}); text(r.output);Output
Script completed Wall time 2.5 seconds Output: Traceback (most recent call last): File "/workspace/scripts/build_reset_workbook.py", line 539, in <module> ws.cell(r, c, clean(v)) File "/usr/local/lib/python3.11/site-packages/openpyxl/worksheet/worksheet.py", line 246, in cell cell.value = value ^^^^^^^^^^ File "/usr/local/lib/python3.11/site-packages/openpyxl/cell/cell.py", line 218, in value self._bind_value(value) File "/usr/local/lib/python3.11/site-packages/openpyxl/cell/cell.py", line 187, in _bind_value raise ValueError("Cannot convert {0!r} to Excel".format(value)) ValueError: Cannot convert <bound method IndexOpsMixin.item of proposal_date 2026-06-12 cluster_code MET cluster_name Metro Core sku… 374 more characters of output in the raw trajectory.
32Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"rg -n 'p\\.item' /workspace/scripts/build_reset_workbook.py","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":5000}); text(r.output);Output
Script completed Wall time 0.1 seconds Output: 537: vals = [cc, p.cluster_name, sku, p.item, p.proposed_action, p.proposed_facings, outcome, action, fac, scope] 651: ws.cell(r, 4, p.item) 737: ws.cell(r, 3, p.item) 775: vals = [p.cluster_code, p.cluster_name, p.sku, p.item]
33exec1
Tool execution only — no assistant text
execconst patch = "*** Begin Patch\n*** Update File: /workspace/scripts/build_reset_workbook.py\n@@\n- vals = [cc, p.cluster_name, sku, p.item, p.proposed_action, p.proposed_facings, outcome, action, fac, scope]\n+ vals = [cc, p.cluster_name, sku, p[\"item\"], p.proposed_action, p.proposed_facings, outcome, action, fac, scope]\n@@\n- ws.cell(r, 4, p.item)\n+ ws.cell(r, 4, p[\"item\"])\n@@\n- ws.cell(r, 3, p.item)\n+ ws.cell(r, 3, p[\"item\"])\n@@\n- vals = [p.cluster_code, p.cluster_name, p.sku, p.item]\n+ vals = [p.cluster_code, p.cluste
Arguments
const patch = "*** Begin Patch\n*** Update File: /workspace/scripts/build_reset_workbook.py\n@@\n- vals = [cc, p.cluster_name, sku, p.item, p.proposed_action, p.proposed_facings, outcome, action, fac, scope]\n+ vals = [cc, p.cluster_name, sku, p[\"item\"], p.proposed_action, p.proposed_facings, outcome, action, fac, scope]\n@@\n- ws.cell(r, 4, p.item)\n+ ws.cell(r, 4, p[\"item\"])\n@@\n- ws.cell(r, 3, p.item)\n+ ws.cell(r, 3, p[\"item\"])\n@@\n- vals = [p.cluster_code, p.cluster_name, p.sku, p.item]\n+ vals = [p.cluster_code, p.cluste
… 93 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 0.1 seconds Output: {}34Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python /workspace/scripts/build_reset_workbook.py","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":20000}); text(r.output);Output
Script completed Wall time 3.0 seconds Output: /workspace/output/reset_decision_workbook.xlsx
35Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python /root/.agents/skills/xlsx/scripts/recalc.py /workspace/output/reset_decision_workbook.xlsx 60","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":20000}); text(r.output);Output
Script completed Wall time 3.9 seconds Output: status: success total_errors: 0 error_summary: {} total_formulas: 373036Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python - <<'PY'\nfrom openpyxl import load_workbook\np='/workspace/output/reset_decision_workbook.xlsx'\nwbf=load_workbook(p,data_only=False,read_only=True)\nwbv=load_workbook(p,data_only=True,read_only=True)\nprint('sheets',wbv.sheetnames)\nfor sh,cells in {\n 'Executive Summary':['A5','C11','D11','E11','F11','G11','A19','D19','G19','A22','D22','G22'],\n '4W Economics':['B6','B7','B8','B9','B10','B11','C11','D11','E11','H11','I11','J11','M6','N6','O6','P6','Q6','R6'],\n 'Capacity Check':['C6','D6','F6','G6','H6','I6','C7','D7','F7',… 391 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 1.0 seconds Output: sheets ['Executive Summary', 'Final Assortment', 'Capacity Check', 'Model Inputs', '4W Economics', 'Proposal Recon', 'Terms', 'Source Proposal', 'Item Economics', 'Source POS', 'Source Items', 'Source Capacity'] Executive Summary A5 value= Release the reset with targeted changes: add Protein Snack Box chainwide with fewer facings in Highway and Rural; launch Caprese only in Metro and Campus; keep Hummus in Commuter, Campus, Highway, and Rural; limit sushi to one facing in Metro route M-11 stores; remove Egg Salad and Turkey Cranberry; and reallocate freed space to proven lunch leaders. formula= Release the reset with targeted changes: add Protein Snack Box chainwide with fewer facings in Highway and Rural; launch Caprese only in Metro and Campus; keep Hummus in Commuter, Campus, Highway, and Rural; limit sushi to one facing in Metro route M
… 4,421 more characters of output in the raw trajectory.
37exec1
Tool execution only — no assistant text
execconst patch = "*** Begin Patch\n*** Update File: /workspace/scripts/build_reset_workbook.py\n@@\n- (\"Projected sold units\", \"='4W Economics'!B8\", \"units\"),\n- (\"Projected waste units\", \"='4W Economics'!C8\", \"units\"),\n- (\"Gross profit before shrink\", \"='4W Economics'!D8\", \"$\"),\n- (\"Waste at cost\", \"='4W Economics'!E8\", \"$\"),\n- (\"Signed vendor support\", \"='4W Economics'!H8\", \"$\"),\n- (\"Net contribution after waste/support\", \"='4W Economics'!I8\", \"$\")
Arguments
const patch = "*** Begin Patch\n*** Update File: /workspace/scripts/build_reset_workbook.py\n@@\n- (\"Projected sold units\", \"='4W Economics'!B8\", \"units\"),\n- (\"Projected waste units\", \"='4W Economics'!C8\", \"units\"),\n- (\"Gross profit before shrink\", \"='4W Economics'!D8\", \"$\"),\n- (\"Waste at cost\", \"='4W Economics'!E8\", \"$\"),\n- (\"Signed vendor support\", \"='4W Economics'!H8\", \"$\"),\n- (\"Net contribution after waste/support\", \"='4W Economics'!I8\", \"$\")
… 1,479 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 0.0 seconds Output: {}38Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python /workspace/scripts/build_reset_workbook.py","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":10000}); text(r.output);Output
Script completed Wall time 2.6 seconds Output: /workspace/output/reset_decision_workbook.xlsx
39Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python /root/.agents/skills/xlsx/scripts/recalc.py /workspace/output/reset_decision_workbook.xlsx 60","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":20000}); text(r.output);Output
Script completed Wall time 2.6 seconds Output: status: success total_errors: 0 error_summary: {} total_formulas: 373040Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python - <<'PY'\nfrom openpyxl import load_workbook\np='/workspace/output/reset_decision_workbook.xlsx'\nwb=load_workbook(p,data_only=True,read_only=True)\nprint('Executive economics', [wb['Executive Summary'][c].value for c in ['A19','D19','G19','A22','D22','G22']])\nprint('Route sample', [wb['Item Economics'][c].value for c in ['AD5','AE5','AD12','AD14','AD15','AD16']])\nprint('Final route sample', [wb['Final Assortment'][c].value for c in ['U5','U12','U14','U15','U16']])\nPY","workdir":"/workspace","yield_time_ms":10000,"max… 45 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 0.9 seconds Output: Executive economics [6967.85, 458.575, 27775.0205, 1391.0395, 658.3945, 27042.3755] Route sample ['Eligible—existing route covers all clusters', '$0.00 scan; 0% waste credit', 'Eligible on signed/current route', 'Eligible only in Metro route M-11', 'Eligible—existing route covers all clusters', 'Eligible—existing route covers all clusters'] Final route sample ['Eligible—existing route covers all clusters', 'Eligible on signed/current route', 'Eligible only in Metro route M-11', 'Eligible—existing route covers all clusters', 'Eligible—existing route covers all clusters']
41Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python - <<'PY'\nimport pandas as pd\np=pd.read_csv('/workspace/data/buyer_reset_proposal.csv')\nf=pd.read_excel('/workspace/output/reset_decision_workbook.xlsx',sheet_name='Final Assortment',header=3)\nfor _,r in f.iterrows():\n prop=(r['Proposal action'] in ['Keep','Add'])\n fin=(r['Final action'] in ['KEEP','ADD'])\n expected='REJECT PROPOSAL' if prop!=fin else ('CHANGE' if r['Proposal facings']!=r['Final facings'] or 'M-11' in str(r['Scope']) else 'ACCEPT AS WRITTEN')\n if r['Review outcome']!=expected:\n print('mismatch',r['Clu… 234 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 1.7 seconds Output:
42The workbook now recalculates with 3,730 formulas and zero formula errors. Its final capacity is 12/12 in Metro M-11, 10…
The workbook now recalculates with 3,730 formulas and zero formula errors. Its final capacity is 12/12 in Metro M-11, 10/10 Commuter, 10/10 Campus, 7.5/8 Highway, and 6.5/7 Rural; I’m doing a rendered layout check before drafting the memo.
43Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python /root/.agents/skills/xlsx/scripts/office/soffice.py --headless --convert-to pdf --outdir /tmp /workspace/output/reset_decision_workbook.xlsx","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":10000}); text(r.output);Output
Script completed Wall time 1.9 seconds Output: Warning: failed to launch javaldx - java may not function correctly convert /workspace/output/reset_decision_workbook.xlsx as a Calc document -> /tmp/reset_decision_workbook.pdf using filter : calc_pdf_Export
44Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"pdfinfo /tmp/reset_decision_workbook.pdf | sed -n '1,16p'","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":5000}); text(r.output);Output
Script completed Wall time 0.1 seconds Output: Author: openpyxl Creator: Calc Producer: LibreOffice 25.2.3.2 (X86_64) / LibreOffice Community CreationDate: Thu Aug 20 01:21:21 2026 UTC Custom Metadata: no Metadata Stream: yes Tagged: yes UserProperties: no Suspects: no Form: none JavaScript: no Pages: 13 Encrypted: no Page size: 792 x 612 pts (letter) Page rot: 0 File size: 2918905 bytes
45Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"pdftoppm -f 1 -l 4 -png -r 120 /tmp/reset_decision_workbook.pdf /tmp/reset_wb","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":5000}); text(r.output);Output
Script completed Wall time 0.9 seconds Output:
46exec1
Tool execution only — no assistant text
execconst rs = await Promise.all([ tools.view_image({path:"/tmp/reset_wb-01.png",detail:"original"}), tools.view_image({path:"/tmp/reset_wb-02.png",detail:"original"}), tools.view_image({path:"/tmp/reset_wb-03.png",detail:"original"}), tools.view_image({path:"/tmp/reset_wb-04.png",detail:"original"}) ]); for (const r of rs) image(r.image_url);
Arguments
const rs = await Promise.all([ tools.view_image({path:"/tmp/reset_wb-01.png",detail:"original"}), tools.view_image({path:"/tmp/reset_wb-02.png",detail:"original"}), tools.view_image({path:"/tmp/reset_wb-03.png",detail:"original"}), tools.view_image({path:"/tmp/reset_wb-04.png",detail:"original"}) ]); for (const r of rs) image(r.image_url);Output
Script completed Wall time 0.2 seconds Output:
… 878,866 more characters of output in the raw trajectory.
47Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"npm root -g","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":5000}); text(r.output);Output
Script completed Wall time 0.4 seconds Output: /root/.nvm/versions/node/v22.23.2/lib/node_modules
48exec1
Tool execution only — no assistant text
execconst patch = "*** Begin Patch\n*** Add File: /workspace/scripts/build_reset_memo.js\n+const fs = require(\"fs\");\n+const {\n+ Document, Packer, Paragraph, TextRun, Table, TableRow, TableCell,\n+ Header, Footer, AlignmentType, BorderStyle, WidthType, ShadingType,\n+ VerticalAlign, PageNumber, PageBreak, LevelFormat, TabStopType,\n+ TabStopPosition, TableLayoutType\n+} = require(\"/root/.nvm/versions/node/v22.23.2/lib/node_modules/docx\");\n+\n+const out = \"/workspace/output/grab_go_reset_memo.docx\";\n+const W = 10368;\n+const navy = \"17365D\";\n+
Arguments
const patch = "*** Begin Patch\n*** Add File: /workspace/scripts/build_reset_memo.js\n+const fs = require(\"fs\");\n+const {\n+ Document, Packer, Paragraph, TextRun, Table, TableRow, TableCell,\n+ Header, Footer, AlignmentType, BorderStyle, WidthType, ShadingType,\n+ VerticalAlign, PageNumber, PageBreak, LevelFormat, TabStopType,\n+ TabStopPosition, TableLayoutType\n+} = require(\"/root/.nvm/versions/node/v22.23.2/lib/node_modules/docx\");\n+\n+const out = \"/workspace/output/grab_go_reset_memo.docx\";\n+const W = 10368;\n+const navy = \"17365D\";\n+… 20,451 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 0.0 seconds Output: {}49Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"node --check /workspace/scripts/build_reset_memo.js && node /workspace/scripts/build_reset_memo.js","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":20000}); text(r.output);Output
Script completed Wall time 0.4 seconds Output: /workspace/output/grab_go_reset_memo.docx
50Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python /root/.agents/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":20000}); text(r.output);Output
Script completed Wall time 2.1 seconds Output: Paragraphs: 0 → 209 (+209) All validations PASSED!
51Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python /root/.agents/skills/docx/scripts/office/soffice.py --headless --convert-to pdf --outdir /tmp /workspace/output/grab_go_reset_memo.docx","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":10000}); text(r.output);Output
Script completed Wall time 1.5 seconds Output: Warning: failed to launch javaldx - java may not function correctly convert /workspace/output/grab_go_reset_memo.docx as a Writer document -> /tmp/grab_go_reset_memo.pdf using filter : writer_pdf_Export
52Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"pdfinfo /tmp/grab_go_reset_memo.pdf | sed -n '1,16p'","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":5000}); text(r.output);Output
Script completed Wall time 0.1 seconds Output: Title: Grab-and-Go July Reset Decision Memo Author: Blue Mesa Market Category Planning Creator: Writer Producer: LibreOffice 25.2.3.2 (X86_64) / LibreOffice Community CreationDate: Thu Aug 20 01:24:05 2026 UTC Custom Metadata: no Metadata Stream: yes Tagged: yes UserProperties: no Suspects: no Form: none JavaScript: no Pages: 4 Encrypted: no Page size: 612 x 792 pts (letter) Page rot: 0
53Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"pdftoppm -png -r 120 /tmp/grab_go_reset_memo.pdf /tmp/reset_memo","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":5000}); text(r.output);Output
Script completed Wall time 1.2 seconds Output:
54exec1
Tool execution only — no assistant text
execconst rs = await Promise.all([ tools.view_image({path:"/tmp/reset_memo-1.png",detail:"original"}), tools.view_image({path:"/tmp/reset_memo-2.png",detail:"original"}), tools.view_image({path:"/tmp/reset_memo-3.png",detail:"original"}), tools.view_image({path:"/tmp/reset_memo-4.png",detail:"original"}) ]); for (const r of rs) image(r.image_url);
Arguments
const rs = await Promise.all([ tools.view_image({path:"/tmp/reset_memo-1.png",detail:"original"}), tools.view_image({path:"/tmp/reset_memo-2.png",detail:"original"}), tools.view_image({path:"/tmp/reset_memo-3.png",detail:"original"}), tools.view_image({path:"/tmp/reset_memo-4.png",detail:"original"}) ]); for (const r of rs) image(r.image_url);Output
Script completed Wall time 0.1 seconds Output:
… 1,219,930 more characters of output in the raw trajectory.
55Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python - <<'PY'\nfrom zipfile import ZipFile\np='/workspace/output/grab_go_reset_memo.docx'\nwith ZipFile(p) as z:\n x=z.read('word/document.xml').decode()\n print('Arial occurrences',x.count('Arial'))\n print(x[x.find('July Grab'):x.find('July Grab')+500])\nPY","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":5000}); text(r.output);Output
Script completed Wall time 0.2 seconds Output: Arial occurrences 824 July Grab-and-Go Reset</w:t></w:r></w:p><w:p><w:pPr><w:keepNext w:val="false"/><w:spacing w:after="130" w:before="0" w:line="240"/><w:jc w:val="left"/></w:pPr><w:r><w:rPr><w:rFonts w:ascii="Arial" w:cs="Arial" w:eastAsia="Arial" w:hAnsi="Arial"/><w:b w:val="false"/><w:bCs w:val="false"/><w:i w:val="false"/><w:iCs w:val="false"/><w:color w:val="44546A"/><w:sz w:val="23"/><w:szCs w:val="23"/></w:rPr><w:t xml:space="preserve">First-four-week recommendation before Space Planning and field release</w
56Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python - <<'PY'\nfrom zipfile import ZipFile\nx=ZipFile('/workspace/output/grab_go_reset_memo.docx').read('word/document.xml').decode()\npos=x.find('July Grab-and-Go Reset')\nprint(x[pos-600:pos+100])\nPY","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":5000}); text(r.output);Output
Script completed Wall time 0.2 seconds Output: 6/wordml/cid" xmlns:w16="http://schemas.microsoft.com/office/word/2018/wordml" xmlns:w16sdtdh="http://schemas.microsoft.com/office/word/2020/wordml/sdtdatahash" xmlns:w16se="http://schemas.microsoft.com/office/word/2015/wordml/symex"><w:body><w:p><w:pPr><w:keepNext w:val="false"/><w:spacing w:after="30" w:before="0" w:line="440"/><w:jc w:val="left"/></w:pPr><w:r><w:rPr><w:rFonts w:ascii="Arial" w:cs="Arial" w:eastAsia="Arial" w:hAnsi="Arial"/><w:b/><w:bCs/><w:i w:val="false"/><w:iCs w:val="false"/><w:color w:val="17365D"/><w:sz w:val="42"/><w:szCs w:val="42"/></w:rPr><w:t xml:space="preserve">July Grab-and-Go Reset</w:t></w:r></w:p><w:p><w:pPr><w:keepNext w:val="false"/><w:spacing w:after="1
57exec1
Tool execution only — no assistant text
execconst patch = "*** Begin Patch\n*** Update File: /workspace/scripts/build_reset_workbook.py\n@@\n- (\"Gross profit before shrink\", \"='4W Economics'!D11\", \"$\"),\n+ (\"Gross profit\", \"='4W Economics'!D11\", \"$\"),\n@@\n- (\"Net contribution after waste/support\", \"='4W Economics'!I11\", \"$\"),\n+ (\"Net contribution\", \"='4W Economics'!I11\", \"$\"),\n*** Update File: /workspace/scripts/build_reset_memo.js\n@@\n- bullet(\"Launch Spicy Tuna Sushi with one facing only in the nine Metro M-11 stores repres
Arguments
const patch = "*** Begin Patch\n*** Update File: /workspace/scripts/build_reset_workbook.py\n@@\n- (\"Gross profit before shrink\", \"='4W Economics'!D11\", \"$\"),\n+ (\"Gross profit\", \"='4W Economics'!D11\", \"$\"),\n@@\n- (\"Net contribution after waste/support\", \"='4W Economics'!I11\", \"$\"),\n+ (\"Net contribution\", \"='4W Economics'!I11\", \"$\"),\n*** Update File: /workspace/scripts/build_reset_memo.js\n@@\n- bullet(\"Launch Spicy Tuna Sushi with one facing only in the nine Metro M-11 stores repres
… 1,031 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 0.0 seconds Output: {}58Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python /workspace/scripts/build_reset_workbook.py && node /workspace/scripts/build_reset_memo.js","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":10000}); text(r.output);Output
Script completed Wall time 4.9 seconds Output: /workspace/output/reset_decision_workbook.xlsx /workspace/output/grab_go_reset_memo.docx
59Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const rs = await Promise.all([ tools.exec_command({cmd:"python /root/.agents/skills/xlsx/scripts/recalc.py /workspace/output/reset_decision_workbook.xlsx 60","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":20000}), tools.exec_command({cmd:"python /root/.agents/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":20000}) ]); for (const r of rs) text(r.output);Output
Script completed Wall time 3.4 seconds Output: status: success total_errors: 0 error_summary: {} total_formulas: 3730 Paragraphs: 0 → 209 (+209) All validations PASSED!60Both deliverables are built and validated: the workbook has zero formula errors, and the Word file passes package valida…
Both deliverables are built and validated: the workbook has zero formula errors, and the Word file passes package validation. I’m completing the final cross-file checks now—matching memo totals, assortment facings, vendor support, and route scope back to the workbook.
61Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const rs = await Promise.all([ tools.exec_command({cmd:"python /root/.agents/skills/docx/scripts/office/soffice.py --headless --convert-to pdf --outdir /tmp /workspace/output/grab_go_reset_memo.docx","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":10000}), tools.exec_command({cmd:"python /root/.agents/skills/xlsx/scripts/office/soffice.py --headless --convert-to pdf --outdir /tmp /workspace/output/reset_decision_workbook.xlsx","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":10000}) ]); for (const r of rs) text(r.output);… 2 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 3.2 seconds Output: Warning: failed to launch javaldx - java may not function correctly Warning: failed to launch javaldx - java may not function correctly convert /workspace/output/grab_go_reset_memo.docx as a Writer document -> /tmp/grab_go_reset_memo.pdf using filter : writer_pdf_Export Overwriting: /tmp/grab_go_reset_memo.pdf convert /workspace/output/reset_decision_workbook.xlsx as a Calc document -> /tmp/reset_decision_workbook.pdf using filter : calc_pdf_Export Overwriting: /tmp/reset_decision_workbook.pdf
62Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"pdfinfo /tmp/grab_go_reset_memo.pdf | rg '^Pages|^Page size' && pdfinfo /tmp/reset_decision_workbook.pdf | rg '^Pages|^Page size' && pdftoppm -f 4 -l 4 -png -r 120 /tmp/grab_go_reset_memo.pdf /tmp/reset_memo_final && pdftoppm -f 1 -l 1 -png -r 120 /tmp/reset_decision_workbook.pdf /tmp/reset_wb_final","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":5000}); text(r.output);Output
Script completed Wall time 0.8 seconds Output: Pages: 4 Page size: 612 x 792 pts (letter) Pages: 13 Page size: 792 x 612 pts (letter)
63exec1
Tool execution only — no assistant text
execconst rs = await Promise.all([ tools.view_image({path:"/tmp/reset_memo_final-4.png",detail:"original"}), tools.view_image({path:"/tmp/reset_wb_final-01.png",detail:"original"}) ]); for (const r of rs) image(r.image_url);
Arguments
const rs = await Promise.all([ tools.view_image({path:"/tmp/reset_memo_final-4.png",detail:"original"}), tools.view_image({path:"/tmp/reset_wb_final-01.png",detail:"original"}) ]); for (const r of rs) image(r.image_url);Output
Script completed Wall time 0.1 seconds Output:
… 641,982 more characters of output in the raw trajectory.
64Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python - <<'PY'\nfrom openpyxl import load_workbook\nfrom docx import Document\nfrom pathlib import Path\nimport math\np=Path('/workspace/output/reset_decision_workbook.xlsx')\nwb=load_workbook(p,data_only=True)\nassert not wb._external_links\nfa=wb['Final Assortment']\nrows=[]\nfor r in range(5,55):\n rows.append({fa.cell(4,c).value:fa.cell(r,c).value for c in range(1,23)})\ncarried=[x for x in rows if x['Final facings'] and x['Final facings']>0]\nassert len(rows)==50\nfor cc in ['MET','COM','CAM','HWY','RUR']:\n assert any(x[… 1,691 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 1.5 seconds Output: Traceback (most recent call last): File "<stdin>", line 32, in <module> AssertionError: Decision: release with changes
65Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"python - <<'PY'\nfrom openpyxl import load_workbook\nfrom docx import Document\nfrom pathlib import Path\nimport math\np=Path('/workspace/output/reset_decision_workbook.xlsx')\nwb=load_workbook(p,data_only=True)\nassert not wb._external_links\nfa=wb['Final Assortment']\nrows=[{fa.cell(4,c).value:fa.cell(r,c).value for c in range(1,23)} for r in range(5,55)]\ncarried=[x for x in rows if x['Final facings'] and x['Final facings']>0]\nassert len(rows)==50\nfor cc in ['MET','COM','CAM','HWY','RUR']:\n assert any(x['Cluster']==cc and x… 1,814 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 1.9 seconds Output: QA PASS: assortment, capacity, economics, support caps, source-row counts, external links, and memo cross-checks
66exec1
Tool execution only — no assistant text
execconst p = await tools.update_plan({explanation:"Both requested files are complete. The workbook recalculates without errors and the memo has been validated and rendered; final QA confirms the assortment, route scope, vegetarian coverage, economics, support caps, and capacity values match across files.",plan:[ {step:"Read the document, spreadsheet, and PDF skill instructions",status:"completed"}, {step:"Inventory and inspect all attached source materials",status:"completed"}, {step:"Reconcile demand, economics, vendor terms, routing, and capacity",status:"complet
Arguments
const p = await tools.update_plan({explanation:"Both requested files are complete. The workbook recalculates without errors and the memo has been validated and rendered; final QA confirms the assortment, route scope, vegetarian coverage, economics, support caps, and capacity values match across files.",plan:[ {step:"Read the document, spreadsheet, and PDF skill instructions",status:"completed"}, {step:"Inventory and inspect all attached source materials",status:"completed"}, {step:"Reconcile demand, economics, vendor terms, routing, and capacity",status:"complet… 180 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 0.0 seconds Output: {}67Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({cmd:"ls -lh /workspace/output","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":5000}); text(r.output);Output
Script completed Wall time 0.1 seconds Output: total 144K -rw-r--r-- 1 root root 19K Aug 20 01:25 grab_go_reset_memo.docx -rw-r--r-- 1 root root 123K Aug 20 01:25 reset_decision_workbook.xlsx
68Completed both deliverables: - [Merchant memo](/workspace/output/grab_go_reset_memo.docx) - [Decision workbook](/workspa…
Completed both deliverables:
- Merchant memo
- Decision workbook
The workbook has zero formula errors; both files passed validation and cross-file reconciliation.
3 failure modes across 5 verifier failures
1Allocation or Selection Plan IncorrectView on Failure Modes ↗Reasoning and Computation2 failures
Description
After eligibility is established, does the artifact assign a scarce resource, facing, shelf position, assortment item, or appointment slot to the wrong recipient or produce the wrong required final set?
Failure evidence · per affected verifier
The memo's cluster-level final facings and slot totals consistently differ from the required exact values for Metro, Highway, and Rural North.
The workbook's final facing counts for Chicken Caesar Wrap, Southwest Chicken Bowl, and the other graded SKUs consistently differ from the required per-cluster values.
2Quantity, Cost, Capacity, or Rate Calculation WrongView on Failure Modes ↗Reasoning and Computation2 failures
Description
With the correct source rows and eligibility decisions available, is a required order quantity, excess, cost, credit, capacity, production-mix value, threshold flag, or weighted rate calculated incorrectly?
Failure evidence · per affected verifier
The memo correctly argues for leaving some capacity open rather than force-filling weak items, but the specific Highway and Rural North open-slot numbers do not match the required 7.5/8.0 and 6.0/7.0 values.
The workbook correctly shows live capacity and the buyer-proposal overages, but the final reconciled tray-slot totals per cluster do not match the required final values.
3Required Rationale or Authority Statement OmittedView on Failure Modes ↗Presentation and Communication1 failure
Description
Is the underlying decision correct or substantially present, but the memo fails to state a required rule hierarchy, source-governance principle, item-specific reason, signed-term basis, or operating condition?
Failure evidence · per affected verifier
The memo protects Chicken Caesar Wrap and gives Protein Snack Box launch space but never states the full required rationale together: OOS pressure for Caesar, and pilot performance, low waste, code date, and scan credit for Protein Snack Box.