task_116Retail trade
All trialsClaude Opus 5claude-codeTrial 03
Trial reward
Claude Opus 5Fail
Trial 03 — 4th of 4 by reward score. This model averages 65.8% across 4 trials on this task.
- 10/15Core verifiers passed
- 12/18All verifiers passed
- 5Core failed
- 133Turns
- 74Tool calls
- $11.41Cost
- 41.8mTime
- 145kOutput tokens
Missed 5 of 15 core — scope_control, execution and core_final_facings and 2 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_profitLLMPass
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
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_controlLLMFail
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
Failure mode Unsupported Permission or Source Fact Introduced
Why it failedThe Metro Core sushi recommendation depends on an unresolved case-pack or sub-case replenishment confirmation that the packet never documents.
Justification
The memo stays within the 10 listed SKUs and the final sets fit the stated tray capacities, but the recommended Metro sushi line materially depends on unsupported case-pack handling: it says 'Confirm sub-case replenishment for sushi' and 'if stores are forced to a full-case minimum, the item should not launch.' It also notes the M-11 store list is not in the pack. Missing route/case-pack evidence fails the rubric.
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 does provide cluster-level final facings and slot totals, but it does not match all required outcomes in the rubric. Metro Core is shown at 11.5/12.0 slots, not 12.0; Campus / Hospital shows Caprese 1 and Protein 2 but no Hummus Veggie Wrap 1; and Rural North is shown at 6.5/7.0 slots with Southwest Chicken Bowl 1, not the required 6.0 slots with Southwest Chicken Bowl 0. Since all rubric criteria must be satisfied, it fails.
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 multiple material mismatches from the rubric. In the final assortment/reconciliation, Chicken Caesar Wrap is MET 3, COM 2, CAM 3, HWY 2, RUR 1 (expected 2,2,2,2,2; Rural is also below 2, which explicitly fails), and Southwest Chicken Bowl is MET 1, COM 1, CAM 1, HWY 1, RUR 1 (expected 2,1,1,1,0). While Turkey Club, Cobb Salad, Protein Snack Box, and Spicy Tuna Sushi Roll align, two or more listed values differ materially, so the criterion fails.
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 Check' with live capacities (Metro 12, Commuter 10, Campus 10, Highway 8, Rural 7), proposal slots, over/under amounts, and fit indicators, and it separately shows the proposal conflicts (COM 10.5 vs 10.0, CAM 10.5 vs 10.0, HWY 8.5 vs 8.0, RUR 7.5 vs 7.0). However, the final recommended tray-slot uses do not match the rubric’s required values: it shows Metro at 11.5 instead of 12.0 and Rural at 6.5 instead of 6.0. Therefore 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_roleLLMFail
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
Failure mode Eligibility or Controlling Rule Applied Incorrectly
Why it failedCaprese Ciabatta and Hummus Veggie Wrap end up eligible or ineligible in the wrong clusters relative to the MET/CAM-only Caprese rule and the COM/CAM/HWY/RUR Hummus-retention rule.
Justification
Caprese is added only in Metro Core and Campus/Hospital and not in Commuter, Highway, or Rural, but the workbook does not retain Hummus in all required clusters: Cluster Final Assortment and Proposal Reconciliation show Hummus retained in COM, HWY, and RUR, but removed in CAM (Campus/Hospital), where Caprese replaces it.
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 support leaving some space open and shows Highway / Travel at 7.5 / 8.0, rejecting weak/unsupported items like Turkey Cranberry, Caprese, and sushi. But Rural North is explicitly shown at 6.5 / 7.0 with '0.5 slot ... deliberately empty,' not the required 6.0 / 7.0 with 1.0 open, so the rubric’s exact numeric unused-capacity condition is not fully satisfied.
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
BLUE MESA MARKET
Category Planning | Prepared Foods
July 2026 Grab-and-Go Reset: Recommendation and Proposal Reconciliation
DATE
June 19, 2026 - for the Monday line review
TO
L. Moreno, Senior Merchant - Prepared Foods
FROM
Category Planning - Refrigerated Grab-and-Go
COPY
Space Planning; Field Operations; Prepared Foods Buying
RE
Buyer reset proposal dated June 12, 2026 - decision for the first four weeks (Jul 13 - Aug 9, 2026)
BOTTOM LINE
Release the reset, but not as written. Of the 50 lines in the June 12 proposal I recommend accepting 34, changing 7 and rejecting 9. That takes the chain from 43 proposed facings to 41 and removes 3.5 tray slots of commitment. Every cluster then fits inside its signed tray capacity, every cluster keeps a credible vegetarian option, and nothing in the plan depends on a tray, a delivery day or a vendor dollar that has not already been signed.
Over the first four weeks the recommended set delivers $27,196 in net gross profit across 84 stores - $4,539 (20.0%) more than today’s case - on 462 waste units, 121 fewer than today (20.8% less shrink by unit). The proposal as written scores higher on paper, but $814 of that comes from selling sushi in Commuter and Campus, which the Sakura letter excludes from route, credit and any service-level guarantee. That is not profit the chain can bank.
Scenario
Units
Gross GP
Waste units
Waste $
Vendor $
Net GP
vs today
Fits?
A. Today’s set (pre-reset)
6,190
$24,309
583
$1,688
$36
$22,657
-
Base
B. Proposal as written
7,042
$28,796
562
$1,847
$772
$27,721
+$5,064
No
C. Proposal, signed-terms screen
6,832
$27,598
473
$1,462
$772
$26,907
+$4,250
No
D. Recommended July set
6,945
$27,938
462
$1,420
$679
$27,196
+$4,539
Yes
First four weeks, 84 stores. Demand held at the per-store-per-week rate demonstrated in the eight-week internal record (Apr 6 - May 25, 2026). B is over tray capacity in four of five clusters; C is over in Rural North and leaves two clusters without a vegetarian option. Detail in reset_decision_workbook.xlsx.
THE THREE HIGHEST-RISK PARTS OF THE PROPOSAL
1. The proposal does not physically fit the case
Commuter Suburban, Campus / Hospital, Highway / Travel and Rural North are each over their signed tray capacity by exactly 0.5 tray slots. Metro Core fits at 12.0 of 12.0, but only by putting 3.0 slots - a quarter of the case - behind the single highest shrink-risk item in the assortment. Since the handoff prohibits solving capacity with a partial facing, a store receiving this planogram has to improvise, and the item it drops will be whichever tray is easiest to pull after the noon rush. That is precisely the recovery problem stores are already flagging.
The overrun is structural, not a rounding error: Southwest Chicken Bowl, Cobb Salad and Spicy Tuna Sushi Roll each consume 1.5 tray slots against whole-number cluster capacity. Nothing in the pack adds trays - the Metro lease-line project is pending September approval and is out of scope for July.
2. Sushi is routed and sized beyond what Sakura signed
The Sakura letter is unambiguous: the daily fresh route and the 50% waste credit apply only to Metro Core stores on route M-11, and the Campus and Commuter pilot samples “were line-review tests and are not part of the signed launch commitment.” There is no credit and no service-level guarantee outside Metro. The proposal nevertheless adds sushi in Commuter (1 facing) and Campus (1 facing), and doubles it to 2 facings in Metro.
The internal record says the same thing the contract does. Sushi is a one-day-code item that must not be held over, yet Commuter takes four deliveries a week and Campus five. Commuter pilot velocity was 1.13 units per store per week at 30.6% waste and 63.5% sell-through; Campus was 2.13 units at 24.0% waste. Metro - the one signed cluster - ran 3.15 units at 10.0% waste and $16.33 net GP per store-week, rising to $17.13 with the Sakura credit. That earns one facing in Metro. It does not earn two: 3.15 units a week against a one-day code means a second facing is a shrink generator, and the credit that covers it expires August 16 with no scan allowance behind it.
3. The vegetarian rule is broken in the clusters that can least afford a fix
The proposal removes Hummus Veggie Wrap in all five clusters and backfills with Caprese Ciabatta in four. But GreenFork’s letter states that Highway / Travel and Rural North “are not approved for Caprese route expansion” and that expansion requires a new signed routing addendum. Strip those lines out and Rural is left with Egg Salad Croissant as its only vegetarian answer - the one outcome the handoff explicitly prohibits - and Highway is left with no vegetarian option at all.
The swap is also not right everywhere it is contractually allowed. In Commuter, Caprese ran 1.83 units per store per week at 16.2% waste against Hummus at 2.18 units and 8.7% waste - $6.00 versus $7.16 net GP per store-week. Caprese earns the trade-up in Metro ($11.41 vs $6.47) and Campus ($12.14 vs $10.33), where five delivery days also carry the two-day code and qualify for GreenFork’s 30% shrink credit. It does not earn it in Commuter.
WHAT I AM CHANGING IN THE PROPOSAL
The 16 lines below are the whole of the disagreement. The other 34 lines are accepted as submitted. Full line-by-line reconciliation with the controlling authority for each decision is in the Proposal Reconciliation tab of the workbook.
Cluster
Item
Proposed
Decision
Final
Why
Metro
Spicy Tuna Sushi Roll
Add 2
Change
1
3.15 u/store/wk on a one-day code does not earn 3.0 of 12.0 tray slots. Sakura credit ends Aug 16; no scan allowance.
Metro
Chicken Caesar Wrap
Keep 2
Change
3
Takes the slot freed from sushi. Highest net GP per tray slot in Metro at $19.18, with 0.25 out-of-stock store-days per store-week.
Commuter
Spicy Tuna Sushi Roll
Add 1
Reject
0
No signed route, credit or service guarantee outside Metro. One-day code against four delivery days. Pilot 1.13 u/store/wk, 30.6% waste.
Commuter
Caprese Ciabatta
Add 1
Reject
0
Underperforms the item it would displace: 1.83 vs 2.18 u/store/wk, 16.2% vs 8.7% waste.
Commuter
Hummus Veggie Wrap
Remove
Reject
1
Out-earns Caprese here ($7.16 vs $6.00 net GP/store-wk) and is the cluster vegetarian option.
Commuter
Chicken Caesar Wrap
Keep 1
Change
2
Outsells Turkey Club (4.93 vs 4.41 u/store/wk) with three times the out-of-stock at half the facings.
Campus
Spicy Tuna Sushi Roll
Add 1
Reject
0
Sakura letter excludes Campus from route and credit and calls the pilot a line-review test. 24.0% waste, 68.0% sell-through.
Campus
Chicken Caesar Wrap
Keep 2
Change
3
Takes the slot freed from sushi. 6.80 u/store/wk and $23.91 net GP per slot - the strongest line in any cluster.
Highway
Caprese Ciabatta
Add 1
Reject
0
GreenFork letter: Highway is not approved for Caprese route expansion. No internal Highway demand record exists, and a two-day code fails at three delivery days.
Highway
Turkey Cranberry Sandwich
Keep 1
Reject
0
Winter seasonal held for Q3 on a store request, not data: 1.12 u/store/wk, 21.9% waste, and EatWell authorises no billback after Jan 31.
Highway
Hummus Veggie Wrap
Remove
Reject
1
The only credible vegetarian option not blocked by the signed route limits.
Highway
Protein Snack Box
Add 2
Change
1
2.73 u/store/wk on a five-day code is covered by one facing; the second is the slot needed to restore the vegetarian option.
Highway
Chicken Caesar Wrap
Keep 1
Change
2
Cluster-worst out-of-stock at 0.267 store-days per store-week on one facing, with only three deliveries a week.
Rural
Egg Salad Croissant
Keep 1
Reject
0
Would be Rural’s only vegetarian answer, which the handoff prohibits. Also the weakest line in the dataset: 0.72 u/store/wk, 23.4% waste, $1.79 net GP/store-wk.
Rural
Hummus Veggie Wrap
Remove
Reject
1
The only vegetarian option left once Caprese is route-blocked and Egg Salad is out.
Rural
Protein Snack Box
Add 2
Change
1
1.84 u/store/wk; the five-day code bridges the two-delivery gap at one facing and frees the slot for the vegetarian option.
Accepted without change (34 lines): all Turkey Club, Southwest Chicken Bowl and Cobb Salad keeps in their proposed clusters; the Caprese adds in Metro and Campus; the Protein Snack Box adds at 2 facings in Metro, Commuter and Campus; and every Egg Salad, Turkey Cranberry and Cobb Salad removal the proposal called for.
REVISED CLUSTER-LEVEL ASSORTMENT
Facings per store. Tray slots reflect the item master, where Southwest Chicken Bowl, Cobb Salad and Spicy Tuna Sushi Roll each consume 1.5 slots and everything else consumes 1.0.
METRO CORE - 18 stores, 5 deliveries/wk, 12.0 tray slots
Item
Vendor
Facings
Tray slots
Units / store / wk
Net GP per tray slot / wk
Chicken Caesar Wrap
EatWell
3
3.0
5.50
$19.18
Protein Snack Box
Urban Spoon
2
2.0
4.14
$15.61
Southwest Chicken Bowl
Urban Spoon
1
1.5
4.51
$12.93
Cobb Salad
FreshPack
1
1.5
3.02
$9.00
Caprese Ciabatta (vegetarian)
GreenFork
1
1.0
3.17
$11.41
Turkey Club Sandwich
EatWell
1
1.0
3.09
$11.57
Spicy Tuna Sushi Roll (route M-11 only)
Sakura
1
1.5
3.15
$11.42
7 items
10
11.5 / 12.0
Uses 11.5 of 12.0 slots. The residual 0.5 cannot be filled without a partial facing. Protein Snack Box is the designated first add if the September lease-line trays are approved.
COMMUTER SUBURBAN - 26 stores, 4 deliveries/wk, 10.0 tray slots
Item
Vendor
Facings
Tray slots
Units / store / wk
Net GP per tray slot / wk
Chicken Caesar Wrap
EatWell
2
2.0
4.93
$17.31
Turkey Club Sandwich
EatWell
2
2.0
4.41
$16.49
Protein Snack Box
Urban Spoon
2
2.0
3.88
$14.51
Southwest Chicken Bowl
Urban Spoon
1
1.5
3.08
$8.73
Cobb Salad
FreshPack
1
1.5
2.89
$8.48
Hummus Veggie Wrap (vegetarian)
GreenFork
1
1.0
2.18
$7.16
6 items
9
10.0 / 10.0
Exact fit. Largest cluster in the chain and the strongest weekday lunch, so the two facing corrections here carry the most volume.
CAMPUS / HOSPITAL - 11 stores, 5 deliveries/wk, 10.0 tray slots
Item
Vendor
Facings
Tray slots
Units / store / wk
Net GP per tray slot / wk
Chicken Caesar Wrap
EatWell
3
3.0
6.80
$23.91
Protein Snack Box
Urban Spoon
2
2.0
5.60
$20.97
Southwest Chicken Bowl
Urban Spoon
1
1.5
4.61
$13.23
Cobb Salad
FreshPack
1
1.5
2.40
$7.03
Turkey Club Sandwich
EatWell
1
1.0
3.48
$12.88
Caprese Ciabatta (vegetarian)
GreenFork
1
1.0
3.30
$12.14
6 items
9
10.0 / 10.0
Exact fit. Meatless over-indexes here and Caprese is the best-performing vegetarian line in the chain, so the trade-up is kept.
HIGHWAY / TRAVEL - 15 stores, 3 deliveries/wk, 8.0 tray slots
Item
Vendor
Facings
Tray slots
Units / store / wk
Net GP per tray slot / wk
Turkey Club Sandwich
EatWell
2
2.0
4.73
$17.74
Chicken Caesar Wrap
EatWell
2
2.0
4.71
$16.42
Southwest Chicken Bowl
Urban Spoon
1
1.5
2.17
$5.96
Protein Snack Box
Urban Spoon
1
1.0
2.72
$9.90
Hummus Veggie Wrap (vegetarian)
GreenFork
1
1.0
1.63
$4.96
5 items
7
7.5 / 8.0
Five clean choices. Cobb Salad, Egg Salad and Turkey Cranberry all come out; the two familiar sandwiches carry the depth the three-delivery cadence requires.
RURAL NORTH - 14 stores, 2 deliveries/wk, 7.0 tray slots
Item
Vendor
Facings
Tray slots
Units / store / wk
Net GP per tray slot / wk
Turkey Club Sandwich
EatWell
2
2.0
4.04
$15.00
Chicken Caesar Wrap
EatWell
1
1.0
3.69
$12.82
Southwest Chicken Bowl
Urban Spoon
1
1.5
1.38
$3.43
Protein Snack Box
Urban Spoon
1
1.0
1.84
$6.64
Hummus Veggie Wrap (vegetarian)
GreenFork
156 more paragraphs not shown.
Read Me
| Blue Mesa Market | July 2026 Grab-and-Go Reset | Decision Workbook | ||
|---|---|---|
| Purpose | ||
| Supports the reset recommendation memo issued to L. Moreno, Senior Merchant - Prepared Foods. Covers the first four weeks of the July 2026 reset for the refrigerated grab-and-go case across 84 stores in five clusters. | ||
| Source hierarchy applied | ||
| • | 1. Merchant handoff (June 10, 2026) - authoritative for business rules and trust hierarchy. | |
| • | 2. Signed vendor offer letters - authoritative for credits, route eligibility and launch support. | |
| • | 3. Internal POS / inventory / waste records (8 weeks, Apr 6 - May 25, 2026) - the only accepted demand signal. | |
| • | 4. Store cluster capacity file - authoritative for tray slots, store counts and delivery cadence. | |
| • | 5. Buyer reset proposal - the object under review. Supplier projections and proposal comments are NOT used as demand evidence; they are reported as variance only (see Supplier vs Actual). | |
| How to read this workbook | ||
| Read Me | Scope, method, assumptions and known data gaps. | |
| Assumptions | Every rate, cap and constant used by the formulas. Blue cells are the only inputs; change one and the workbook re-computes. | |
| Item Economics (8wk) | Engine sheet. Raw 8-week internal records by cluster and SKU, with derived velocity, waste, sell-through, out-of-stock and net GP per tray slot. | |
| Cluster Final Assortment | The recommended July set: items, facings, tray slots and per-slot economics by cluster, with rule checks. | |
| Proposal Reconciliation | All 50 proposal lines with an Accept / Change / Reject decision, the controlling authority and the reason. | |
| Capacity Check | Tray-slot reconciliation of the proposal and the recommendation against signed cluster capacity. | |
| Four-Week Economics | Projected units, gross profit, shrink and vendor support for the recommended set, first four weeks. | |
| Scenario Comparison | Current set vs proposal as written vs proposal after the signed-terms screen vs recommendation. | |
| Vendor Terms Applied | Each signed term, where it binds, and how it was applied in the numbers. | |
| Supplier vs Actual | Supplier per-store projections against internal pilot actuals. | |
| Method and stated assumptions | ||
| • | Demand is held at the per-store-per-week rate demonstrated in the 8-week internal record for that cluster and SKU. Facings are a service-level decision, not a volume forecast: no facing-elasticity data exists in the source files, so adding or removing a facing does not change projected units in this model. | |
| • | Pilot SKUs (Caprese Ciabatta, Protein Snack Box, Spicy Tuna Sushi Roll) are projected to full cluster store counts at pilot per-store rates. Pilot stores receive closer attention than a chain rollout, so pilot waste rates are treated as a best case, not a floor. | |
| • | The first four weeks of the reset are taken as July 13 - August 9, 2026. That is the exact window of the GreenFork Caprese scan allowance, and all three candidate SKUs are available by then (Caprese and Protein Snack Box June 24; Sushi July 8). If Space Planning sets an earlier start, the sushi launch must be phased to its July 8 availability. | |
| • | Current-set facings are not recorded in any source file. The pre-reset baseline scenario therefore compares item sets and demonstrated demand, not facing counts. | |
| • | Vendor money is applied only where a signed letter grants it: GreenFork 30% shrink credit only in clusters with four or more GreenFork delivery days (Metro, Commuter, Campus); GreenFork $0.40 Caprese scan across the July 13 - August 9 window; Urban Spoon $0.35 Protein Snack Box scan (four of its six allowance weeks fall in this window); Sakura 50% sushi waste credit in Metro Core only. | |
| Known data gaps flagged to the merchant | ||
| • | The Sakura letter limits sushi to "Metro Core stores listed on route M-11". The store list for M-11 is not in the source files. Metro sushi economics are shown at the full 18-store cluster and at the 9 pilot stores; confirm the M-11 list before the planogram is cut. | |
| • | Sakura minimum handling requires daily delivery with no hold-over, but the capacity file records Metro Core at five deliveries per week and the cluster note describes daily replenishment except Sunday. On non-delivery days the sushi tray runs empty by design. | |
| • | Sushi case pack is 12 units on a one-day code, while Metro pilot receipts averaged 3.75 units per store per week. Sub-case store-level replenishment is therefore already being assumed somewhere in the route; confirm with Sakura and the DC before launch. | |
| • | No internal demand record exists for Caprese Ciabatta in Highway / Travel or Rural North, so no forecast is produced for those lines. Both are also contractually blocked. |
Assumptions
| Assumptions and Inputs (blue = hardcoded input, black = formula) | |||||
|---|---|---|---|---|---|
| Planning constants | |||||
| 44 | Value | Unit | Source | ||
| Reset horizon modelled | 4 | weeks | Merchant handoff - "first four weeks of the July reset" | ||
| Assumed reset window start | Jul 13 2026 | date | Inferred: GreenFork scan window Jul 13 - Aug 9; all candidates available by Jul 13 | ||
| Internal history used | 8 | weeks | weekly_pos_inventory_waste.csv, weeks of 2026-04-06 through 2026-05-25 | ||
| Total stores | 84 | stores | store_cluster_capacity.csv | ||
| GreenFork shrink credit rate | 0.3 | % of waste cost | Signed offer letter, GreenFork Kitchen, June 5 2026 | ||
| GreenFork min delivery days for shrink credit | 4 | days/week | Signed offer letter, GreenFork Kitchen, June 5 2026 | ||
| GreenFork Caprese scan allowance | 0.4 | $/scanned unit | Signed offer letter, GreenFork Kitchen - receipts dated Jul 13 - Aug 9 | ||
| GreenFork Caprese scan cap | 5500 | units | Signed offer letter, GreenFork Kitchen, June 5 2026 | ||
| Urban Spoon Protein Box scan allowance | 0.35 | $/scanned unit | Signed offer letter, Urban Spoon, June 6 2026 - first six weeks of Q3 reset | ||
| Urban Spoon Protein Box scan cap | 8000 | units | Signed offer letter, Urban Spoon, June 6 2026 | ||
| Urban Spoon scan weeks inside the 4-week window | 4 | weeks | 4 of the 6 allowance weeks fall in the modelled horizon | ||
| Sakura sushi waste credit rate | 0.5 | % of waste cost | Signed offer letter, Sakura Express, June 7 2026 - Metro Core route M-11 only, through Aug 16 | ||
| Sakura sushi scan allowance | 0 | $/scanned unit | Signed offer letter, Sakura Express - "No scan allowance" | ||
| EatWell Q3 scan allowance | 0 | $/scanned unit | Signed offer letter, EatWell Foods, May 30 2026 - "No Q3 scan allowance" | ||
| EatWell seasonal billback after Jan 31 2026 | 0 | $ | Signed offer letter, EatWell Foods - returns/billbacks not authorised | ||
| Urban Spoon shrink credit | 0 | % of waste cost | Signed offer letter, Urban Spoon - "No shrink credit" | ||
| FreshPack Deli offer letter on file | None | - | No signed FreshPack letter in the pack: no credit or allowance assumed for Cobb Salad or Egg Salad Croissant | ||
| Cluster inputs | |||||
| 92 | Stores | Deliveries/wk | Tray slots available | Extra tray project | |
| MET - Metro Core | 18 | 5 | 12 | Pending September lease-line change; not approved for July reset | |
| COM - Commuter Suburban | 26 | 4 | 10 | No incremental tray capacity this reset | |
| CAM - Campus / Hospital | 11 | 5 | 10 | No incremental tray capacity this reset | |
| HWY - Highway / Travel | 15 | 3 | 8 | No incremental tray capacity this reset | |
| RUR - Rural North | 14 | 2 | 7 | No incremental tray capacity this reset | |
| Total | 84 | Not additive - per store | |||
| No incremental capacity is assumed. The Metro Core lease-line change is pending September approval and is excluded from this reset per the merchant handoff. |
Item Economics (8wk)
| Internal Performance by Cluster and SKU - 8 weeks, Apr 6 to May 25 2026 | ||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Blue = as recorded in weekly_pos_inventory_waste.csv and item_master_unit_economics.csv. Black = calculated. Net GP is after waste at cost and before vendor credits. | ||||||||||||||||||||||||||||
| Cluster | SKU | Item | Vendor | Role | Diet | Code (days) | Case pack | Tray slots / facing | Retail | Unit cost | GP / unit | GM % | Evidence | Stores in data | Weeks | Units sold | Waste units | Receipts | OOS store-days | Units / store / wk | Waste / store / wk | Waste % of receipts | Sell-through | OOS / store / wk | Gross GP / store / wk | Waste $ / store / wk | Net GP / store / wk | Net GP per tray slot |
| MET | GGS-1KFV | Egg Salad Croissant | FreshPack Deli | Legacy sandwich | Egg vegetarian | 2 | 8 | 1 | 5.49 | 2.28 | 3.21 | 0.584699453551913 | Chain | 18 | 8 | 186 | 49 | 235 | 8.4 | 1.29166666666667 | 0.340277777777778 | 0.208510638297872 | 0.791489361702128 | 0.0583333333333333 | 4.14625 | 0.775833333333333 | 3.37041666666667 | 3.37041666666667 |
| MET | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Core sandwich | Meat | 3 | 10 | 1 | 6.49 | 2.64 | 3.85 | 0.593220338983051 | Chain | 18 | 8 | 445 | 18 | 452 | 7.9 | 3.09027777777778 | 0.125 | 0.0398230088495575 | 0.984513274336283 | 0.0548611111111111 | 11.8975694444444 | 0.33 | 11.5675694444444 | 11.5675694444444 |
| MET | GGS-3RZA | Caprese Ciabatta | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 8 | 1 | 6.99 | 3.1 | 3.89 | 0.556509298998569 | Pilot | 9 | 8 | 228 | 21 | 256 | 3.8 | 3.16666666666667 | 0.291666666666667 | 0.08203125 | 0.890625 | 0.0527777777777778 | 12.3183333333333 | 0.904166666666667 | 11.4141666666667 | 11.4141666666667 |
| MET | GGS-4HBP | Turkey Cranberry Sandwich | EatWell Foods | Winter seasonal | Meat | 3 | 10 | 1 | 6.59 | 2.95 | 3.64 | 0.552352048558422 | Chain | 18 | 8 | 115 | 33 | 160 | 6.9 | 0.798611111111111 | 0.229166666666667 | 0.20625 | 0.71875 | 0.0479166666666667 | 2.90694444444444 | 0.676041666666667 | 2.23090277777778 | 2.23090277777778 |
| MET | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 8 | 1 | 6.29 | 2.75 | 3.54 | 0.562798092209857 | Chain | 18 | 8 | 282 | 24 | 309 | 9.1 | 1.95833333333333 | 0.166666666666667 | 0.0776699029126214 | 0.912621359223301 | 0.0631944444444444 | 6.9325 | 0.458333333333333 | 6.47416666666667 | 6.47416666666667 |
| MET | GGS-6BGH | Protein Snack Box | Urban Spoon | Protein snack / light meal | Mixed protein | 5 | 10 | 1 | 6.79 | 2.94 | 3.85 | 0.567010309278351 | Pilot | 9 | 8 | 298 | 8 | 321 | 20.2 | 4.13888888888889 | 0.111111111111111 | 0.0249221183800623 | 0.928348909657321 | 0.280555555555556 | 15.9347222222222 | 0.326666666666667 | 15.6080555555556 | 15.6080555555556 |
| MET | GGS-7DNL | Cobb Salad | FreshPack Deli | Salad meal | Meat | 3 | 6 | 1.5 | 8.49 | 3.72 | 4.77 | 0.561837455830389 | Chain | 18 | 8 | 435 | 35 | 478 | 6.9 | 3.02083333333333 | 0.243055555555556 | 0.0732217573221757 | 0.910041841004184 | 0.0479166666666667 | 14.409375 | 0.904166666666667 | 13.5052083333333 | 9.00347222222222 |
| MET | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Core wrap | Meat | 3 | 12 | 1 | 5.99 | 2.38 | 3.61 | 0.602671118530885 | Chain | 18 | 8 | 792 | 41 | 845 | 36 | 5.5 | 0.284722222222222 | 0.0485207100591716 | 0.937278106508876 | 0.25 | 19.855 | 0.677638888888889 | 19.1773611111111 | 19.1773611111111 |
| MET | GGS-8XUY | Spicy Tuna Sushi Roll | Sakura Express | Sushi / novelty lunch | Fish | 1 | 12 | 1.5 | 9.99 | 4.3 | 5.69 | 0.56956956956957 | Pilot | 9 | 8 | 227 | 27 | 270 | 6.2 | 3.15277777777778 | 0.375 | 0.1 | 0.840740740740741 | 0.0861111111111111 | 17.9393055555556 | 1.6125 | 16.3268055555556 | 10.884537037037 |
| MET | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Bowl meal | Meat | 3 | 8 | 1.5 | 7.99 | 3.45 | 4.54 | 0.568210262828536 | Chain | 18 | 8 | 650 | 46 | 696 | 23 | 4.51388888888889 | 0.319444444444444 | 0.0660919540229885 | 0.933908045977012 | 0.159722222222222 | 20.4930555555556 | 1.10208333333333 | 19.3909722222222 | 12.9273148148148 |
| COM | GGS-1KFV | Egg Salad Croissant | FreshPack Deli | Legacy sandwich | Egg vegetarian | 2 | 8 | 1 | 5.49 | 2.28 | 3.21 | 0.584699453551913 | Chain | 26 | 8 | 246 | 62 | 320 | 10.2 | 1.18269230769231 | 0.298076923076923 | 0.19375 | 0.76875 | 0.0490384615384615 | 3.79644230769231 | 0.679615384615385 | 3.11682692307692 | 3.11682692307692 |
| COM | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Core sandwich | Meat | 3 | 10 | 1 | 6.49 | 2.64 | 3.85 | 0.593220338983051 | Chain | 26 | 8 | 917 | 38 | 957 | 11.2 | 4.40865384615385 | 0.182692307692308 | 0.0397074190177639 | 0.958202716823407 | 0.0538461538461538 | 16.9733173076923 | 0.482307692307692 | 16.4910096153846 | 16.4910096153846 |
| COM | GGS-3RZA | Caprese Ciabatta | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 8 | 1 | 6.99 | 3.1 | 3.89 | 0.556509298998569 | Pilot | 8 | 8 | 117 | 23 | 142 | 3.3 | 1.828125 | 0.359375 | 0.161971830985916 | 0.823943661971831 | 0.0515625 | 7.11140625 | 1.1140625 | 5.99734375 | 5.99734375 |
| COM | GGS-4HBP | Turkey Cranberry Sandwich | EatWell Foods | Winter seasonal | Meat | 3 | 10 | 1 | 6.59 | 2.95 | 3.64 | 0.552352048558422 | Chain | 26 | 8 | 204 | 54 | 265 | 9.7 | 0.980769230769231 | 0.259615384615385 | 0.20377358490566 | 0.769811320754717 | 0.0466346153846154 | 3.57 | 0.765865384615385 | 2.80413461538461 | 2.80413461538461 |
| COM | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 8 | 1 | 6.29 | 2.75 | 3.54 | 0.562798092209857 | Chain | 26 | 8 | 454 | 43 | 495 | 9.4 | 2.18269230769231 | 0.206730769230769 | 0.0868686868686869 | 0.917171717171717 | 0.0451923076923077 | 7.72673076923077 | 0.568509615384615 | 7.15822115384615 | 7.15822115384615 |
| COM | GGS-6BGH | Protein Snack Box | Urban Spoon | Protein snack / light meal | Mixed protein | 5 | 10 | 1 | 6.79 | 2.94 | 3.85 | 0.567010309278351 | Pilot | 8 | 8 | 248 | 9 | 257 | 21.8 | 3.875 | 0.140625 | 0.0350194552529183 | 0.964980544747082 | 0.340625 | 14.91875 | 0.4134375 | 14.5053125 | 14.5053125 |
| COM | GGS-7DNL | Cobb Salad | FreshPack Deli | Salad meal | Meat | 3 | 6 | 1.5 | 8.49 | 3.72 | 4.77 | 0.561837455830389 | Chain | 26 | 8 | 601 | 59 | 665 | 10.3 | 2.88942307692308 | 0.283653846153846 | 0.0887218045112782 | 0.903759398496241 | 0.0495192307692308 | 13.7825480769231 | 1.05519230769231 | 12.7273557692308 | 8.48490384615385 |
| COM | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Core wrap | Meat | 3 | 12 | 1 | 5.99 | 2.38 | 3.61 | 0.602671118530885 | Chain | 26 | 8 | 1025 | 42 | 1066 | 36.6 | 4.92788461538462 | 0.201923076923077 | 0.0393996247654784 | 0.961538461538462 | 0.175961538461538 | 17.7896634615385 | 0.480576923076923 | 17.3090865384615 | 17.3090865384615 |
| COM | GGS-8XUY | Spicy Tuna Sushi Roll | Sakura Express | Sushi / novelty lunch | Fish | 1 | 12 | 1.5 | 9.99 | 4.3 | 5.69 | 0.56956956956957 | Pilot | 6 | 8 | 54 | 26 | 85 | 2.4 | 1.125 | 0.541666666666667 | 0.305882352941177 | 0.635294117647059 | 0.05 | 6.40125 | 2.32916666666667 | 4.07208333333333 | 2.71472222222222 |
| COM | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Bowl meal | Meat | 3 | 8 | 1.5 | 7.99 | 3.45 | 4.54 | 0.568210262828536 | Chain | 26 | 8 | 640 | 53 | 696 | 13.6 | 3.07692307692308 | 0.254807692307692 | 0.0761494252873563 | 0.919540229885058 | 0.0653846153846154 | 13.9692307692308 | 0.879086538461539 | 13.0901442307692 | 8.72676282051282 |
| CAM | GGS-1KFV | Egg Salad Croissant | FreshPack Deli | Legacy sandwich | Egg vegetarian | 2 | 8 | 1 | 5.49 | 2.28 | 3.21 | 0.584699453551913 | Chain | 11 | 8 | 138 | 32 | 170 | 4.6 | 1.56818181818182 | 0.363636363636364 | 0.188235294117647 | 0.811764705882353 | 0.0522727272727273 | 5.03386363636364 | 0.829090909090909 | 4.20477272727273 | 4.20477272727273 |
| CAM | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Core sandwich | Meat | 3 | 10 | 1 | 6.49 | 2.64 | 3.85 | 0.593220338983051 | Chain | 11 | 8 | 306 | 17 | 322 | 4.6 | 3.47727272727273 | 0.193181818181818 | 0.0527950310559006 | 0.950310559006211 | 0.0522727272727273 | 13.3875 | 0.51 | 12.8775 | 12.8775 |
| CAM | GGS-3RZA | Caprese Ciabatta | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 8 | 1 | 6.99 | 3.1 | 3.89 | 0.556509298998569 | Pilot | 5 | 8 | 132 | 9 | 153 | 1.7 | 3.3 | 0.225 | 0.0588235294117647 | 0.862745098039216 | 0.0425 | 12.837 | 0.6975 | 12.1395 | 12.1395 |
| CAM | GGS-4HBP | Turkey Cranberry Sandwich | EatWell Foods | Winter seasonal | Meat | 3 | 10 | 1 | 6.59 | 2.95 | 3.64 | 0.552352048558422 | Chain | 11 | 8 | 61 | 18 | 82 | 4.8 | 0.693181818181818 | 0.204545454545455 | 0.219512195121951 | 0.74390243902439 | 0.0545454545454545 | 2.52318181818182 | 0.603409090909091 | 1.91977272727273 | 1.91977272727273 |
| CAM | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 8 | 1 | 6.29 | 2.75 | 3.54 | 0.562798092209857 | Chain | 11 | 8 | 273 | 21 | 290 | 3.8 | 3.10227272727273 | 0.238636363636364 | 0.0724137931034483 | 0.941379310344828 | 0.0431818181818182 | 10.9820454545455 | 0.65625 | 10.3257954545455 | 10.3257954545455 |
| CAM | GGS-6BGH | Protein Snack Box | Urban Spoon | Protein snack / light meal | Mixed protein | 5 | 10 | 1 | 6.79 | 2.94 | 3.85 | 0.567010309278351 | Pilot | 5 | 8 | 224 | 8 | 248 | 9.4 | 5.6 | 0.2 | 0.032258064516129 | 0.903225806451613 | 0.235 | 21.56 | 0.588 | 20.972 | 20.972 |
| CAM | GGS-7DNL | Cobb Salad | FreshPack Deli | Salad meal | Meat | 3 | 6 | 1.5 | 8.49 | 3.72 | 4.77 | 0.561837455830389 | Chain | 11 | 8 | 211 | 21 | 230 | 4.3 | 2.39772727272727 | 0.238636363636364 | 0.091304347826087 | 0.917391304347826 | 0.0488636363636364 | 11.4371590909091 | 0.887727272727273 | 10.5494318181818 | 7.03295454545455 |
| CAM | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Core wrap | Meat | 3 | 12 | 1 | 5.99 | 2.38 | 3.61 | 0.602671118530885 | Chain | 11 | 8 | 598 | 23 | 626 | 19.6 | 6.79545454545455 | 0.261363636363636 | 0.036741214057508 | 0.955271565495208 | 0.222727272727273 | 24.5315909090909 | 0.622045454545455 | 23.9095454545455 | 23.9095454545455 |
| CAM | GGS-8XUY | Spicy Tuna Sushi Roll | Sakura Express | Sushi / novelty lunch | Fish | 1 | 12 | 1.5 | 9.99 | 4.3 | 5.69 | 0.56956956956957 | Pilot | 4 | 8 | 68 | 24 | 100 | 1.5 | 2.125 | 0.75 | 0.24 | 0.68 | 0.046875 | 12.09125 | 3.225 | 8.86625 | 5.91083333333333 |
| CAM | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Bowl meal | Meat | 3 | 8 | 1.5 | 7.99 | 3.45 | 4.54 | 0.568210262828536 | Chain | 11 | 8 | 406 | 28 | 448 | 16.8 | 4.61363636363636 | 0.318181818181818 | 0.0625 | 0.90625 | 0.190909090909091 | 20.9459090909091 | 1.09772727272727 | 19.8481818181818 | 13.2321212121212 |
| HWY | GGS-1KFV | Egg Salad Croissant | FreshPack Deli | Legacy sandwich | Egg vegetarian | 2 | 8 | 1 | 5.49 | 2.28 | 3.21 | 0.584699453551913 | Chain | 15 | 8 | 95 | 26 | 131 | 5.6 | 0.791666666666667 | 0.216666666666667 | 0.198473282442748 | 0.725190839694657 | 0.0466666666666667 | 2.54125 | 0.494 | 2.04725 | 2.04725 |
| HWY | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Core sandwich | Meat | 3 | 10 | 1 | 6.49 | 2.64 | 3.85 | 0.593220338983051 | Chain | 15 | 8 | 568 | 22 | 586 | 4.2 | 4.73333333333333 | 0.183333333333333 | 0.037542662116041 | 0.969283276450512 | 0.035 | 18.2233333333333 | 0.484 | 17.7393333333333 | 17.7393333333333 |
| HWY | GGS-4HBP | Turkey Cranberry Sandwich | EatWell Foods | Winter seasonal | Meat | 3 | 10 | 1 | 6.59 | 2.95 | 3.64 | 0.552352048558422 | Chain | 15 | 8 | 135 | 39 | 178 | 5.5 | 1.125 | 0.325 | 0.219101123595506 | 0.758426966292135 | 0.0458333333333333 | 4.095 | 0.95875 | 3.13625 | 3.13625 |
| HWY | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 8 | 1 | 6.29 | 2.75 | 3.54 | 0.562798092209857 | Chain | 15 | 8 | 196 | 36 | 239 | 4.6 | 1.63333333333333 | 0.3 | 0.150627615062762 | 0.820083682008368 | 0.0383333333333333 | 5.782 | 0.825 | 4.957 | 4.957 |
| HWY | GGS-6BGH | Protein Snack Box | Urban Spoon | Protein snack / light meal | Mixed protein | 5 | 10 | 1 | 6.79 | 2.94 | 3.85 | 0.567010309278351 | Pilot | 5 | 8 | 109 | 8 | 129 | 11.6 | 2.725 | 0.2 | 0.062015503875969 | 0.844961240310078 | 0.29 | 10.49125 | 0.588 | 9.90325 | 9.90325 |
| HWY | GGS-7DNL | Cobb Salad | FreshPack Deli | Salad meal | Meat | 3 | 6 | 1.5 | 8.49 | 3.72 | 4.77 | 0.561837455830389 | Chain | 15 | 8 | 131 | 29 | 165 | 5.8 | 1.09166666666667 | 0.241666666666667 | 0.175757575757576 | 0.793939393939394 | 0.0483333333333333 | 5.20725 | 0.899 | 4.30825 | 2.87216666666667 |
| HWY | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Core wrap | Meat | 3 | 12 | 1 | 5.99 | 2.38 | 3.61 | 0.602671118530885 | Chain | 15 | 8 | 565 | 29 | 588 | 32 | 4.70833333333333 | 0.241666666666667 | 0.0493197278911565 | 0.960884353741497 | 0.266666666666667 | 16.9970833333333 | 0.575166666666667 | 16.4219166666667 | 16.4219166666667 |
| HWY | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Bowl meal | Meat | 3 | 8 | 1.5 | 7.99 | 3.45 | 4.54 | 0.568210262828536 | Chain | 15 | 8 | 260 | 31 | 302 | 4.9 | 2.16666666666667 | 0.258333333333333 | 0.102649006622517 | 0.860927152317881 | 0.0408333333333333 | 9.83666666666667 | 0.89125 | 8.94541666666667 | 5.96361111111111 |
| RUR | GGS-1KFV | Egg Salad Croissant | FreshPack Deli | Legacy sandwich | Egg vegetarian | 2 | 8 | 1 | 5.49 | 2.28 | 3.21 | 0.584699453551913 | Chain | 14 | 8 | 81 | 26 | 111 | 5 | 0.723214285714286 | 0.232142857142857 | 0.234234234234234 | 0.72972972972973 | 0.0446428571428571 | 2.32151785714286 | 0.529285714285714 | 1.79223214285714 | 1.79223214285714 |
| RUR | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Core sandwich | Meat | 3 | 10 | 1 | 6.49 | 2.64 | 3.85 | 0.593220338983051 | Chain | 14 | 8 | 452 | 23 | 479 | 4.2 | 4.03571428571429 | 0.205357142857143 | 0.0480167014613779 | 0.943632567849687 | 0.0375 | 15.5375 | 0.542142857142857 | 14.9953571428571 | 14.9953571428571 |
| RUR | GGS-4HBP | Turkey Cranberry Sandwich | EatWell Foods | Winter seasonal | Meat | 3 | 10 | 1 | 6.59 | 2.95 | 3.64 | 0.552352048558422 | Chain | 14 | 8 | 93 | 26 | 117 | 5.6 | 0.830357142857143 | 0.232142857142857 | 0.222222222222222 | 0.794871794871795 | 0.05 | 3.0225 | 0.684821428571429 | 2.33767857142857 | 2.33767857142857 |
| RUR | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 8 | 1 | 6.29 | 2.75 | 3.54 | 0.562798092209857 | Chain | 14 | 8 | 172 | 38 | 213 | 5 | 1.53571428571429 | 0.339285714285714 | 0.178403755868545 | 0.807511737089202 | 0.0446428571428571 | 5.43642857142857 | 0.933035714285714 | 4.50339285714286 | 4.50339285714286 |
| RUR | GGS-6BGH | Protein Snack Box | Urban Spoon | Protein snack / light meal | Mixed protein | 5 | 10 | 1 | 6.79 | 2.94 | 3.85 | 0.567010309278351 | Pilot | 4 | 8 | 59 | 5 | 67 | 8.4 | 1.84375 | 0.15625 | 0.0746268656716418 | 0.880597014925373 | 0.2625 | 7.0984375 | 0.459375 | 6.6390625 | 6.6390625 |
| RUR | GGS-7DNL | Cobb Salad | FreshPack Deli | Salad meal | Meat | 3 | 6 | 1.5 | 8.49 | 3.72 | 4.77 | 0.561837455830389 | Chain | 14 | 8 | 80 | 24 | 99 | 7 | 0.714285714285714 | 0.214285714285714 | 0.242424242424242 | 0.808080808080808 | 0.0625 | 3.40714285714286 | 0.797142857142857 | 2.61 | 1.74 |
| RUR | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Core wrap | Meat | 3 | 12 | 1 | 5.99 | 2.38 | 3.61 | 0.602671118530885 | Chain | 14 | 8 | 413 | 23 | 443 | 37.1 | 3.6875 | 0.205357142857143 | 0.0519187358916479 | 0.932279909706546 | 0.33125 | 13.311875 | 0.48875 | 12.823125 | 12.823125 |
| RUR | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Bowl meal | Meat | 3 | 8 | 1.5 | 7.99 | 3.45 | 4.54 | 0.568210262828536 | Chain | 14 | 8 | 155 | 37 | 202 | 5.7 | 1.38392857142857 | 0.330357142857143 | 0.183168316831683 | 0.767326732673267 | 0.0508928571428571 | 6.28303571428571 | 1.13973214285714 | 5.14330357142857 | 3.42886904761905 |
Cluster Final Assortment
| Recommended July Set - Cluster-Level Assortment and Facings | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Cluster | SKU | Item | Vendor | Role | Code | Facings | Tray slots/facing | Tray slots used | Units/store/wk | Waste % rcpts | Sell-through | OOS/store/wk | Net GP/store/wk | Net GP per slot | Evidence | Change vs proposal |
| MET - Metro Core (18 stores, 5 deliveries/week) | ||||||||||||||||
| MET | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Core wrap | 3 | 3 | 1 | 3 | 5.5 | 0.0485207100591716 | 0.937278106508876 | 0.25 | 19.1773611111111 | 19.1773611111111 | Chain | +1 facing (was 2) |
| MET | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Bowl meal | 3 | 1 | 1.5 | 1.5 | 4.51388888888889 | 0.0660919540229885 | 0.933908045977012 | 0.159722222222222 | 19.3909722222222 | 12.9273148148148 | Chain | Accepted as proposed |
| MET | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Core sandwich | 3 | 1 | 1 | 1 | 3.09027777777778 | 0.0398230088495575 | 0.984513274336283 | 0.0548611111111111 | 11.5675694444444 | 11.5675694444444 | Chain | Accepted as proposed |
| MET | GGS-7DNL | Cobb Salad | FreshPack Deli | Salad meal | 3 | 1 | 1.5 | 1.5 | 3.02083333333333 | 0.0732217573221757 | 0.910041841004184 | 0.0479166666666667 | 13.5052083333333 | 9.00347222222222 | Chain | Accepted as proposed |
| MET | GGS-6BGH | Protein Snack Box | Urban Spoon | Protein snack / light meal | 5 | 2 | 1 | 2 | 4.13888888888889 | 0.0249221183800623 | 0.928348909657321 | 0.280555555555556 | 15.6080555555556 | 15.6080555555556 | Pilot | Accepted as proposed |
| MET | GGS-3RZA | Caprese Ciabatta | GreenFork Kitchen | Vegetarian lunch | 2 | 1 | 1 | 1 | 3.16666666666667 | 0.08203125 | 0.890625 | 0.0527777777777778 | 11.4141666666667 | 11.4141666666667 | Pilot | Accepted as proposed |
| MET | GGS-8XUY | Spicy Tuna Sushi Roll | Sakura Express | Sushi / novelty lunch | 1 | 1 | 1.5 | 1.5 | 3.15277777777778 | 0.1 | 0.840740740740741 | 0.0861111111111111 | 16.3268055555556 | 10.884537037037 | Pilot | -1 facing (was 2) |
| 198 | 10 | 11.5 | 106.990138888889 | 9.30349033816425 | ||||||||||||
| COM - Commuter Suburban (26 stores, 4 deliveries/week) | ||||||||||||||||
| COM | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Core wrap | 3 | 2 | 1 | 2 | 4.92788461538462 | 0.0393996247654784 | 0.961538461538462 | 0.175961538461538 | 17.3090865384615 | 17.3090865384615 | Chain | +1 facing (was 1) |
| COM | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Core sandwich | 3 | 2 | 1 | 2 | 4.40865384615385 | 0.0397074190177639 | 0.958202716823407 | 0.0538461538461538 | 16.4910096153846 | 16.4910096153846 | Chain | Accepted as proposed |
| COM | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Bowl meal | 3 | 1 | 1.5 | 1.5 | 3.07692307692308 | 0.0761494252873563 | 0.919540229885058 | 0.0653846153846154 | 13.0901442307692 | 8.72676282051282 | Chain | Accepted as proposed |
| COM | GGS-7DNL | Cobb Salad | FreshPack Deli | Salad meal | 3 | 1 | 1.5 | 1.5 | 2.88942307692308 | 0.0887218045112782 | 0.903759398496241 | 0.0495192307692308 | 12.7273557692308 | 8.48490384615385 | Chain | Accepted as proposed |
| COM | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Vegetarian lunch | 2 | 1 | 1 | 1 | 2.18269230769231 | 0.0868686868686869 | 0.917171717171717 | 0.0451923076923077 | 7.15822115384615 | 7.15822115384615 | Chain | Retained (proposal removed) |
| COM | GGS-6BGH | Protein Snack Box | Urban Spoon | Protein snack / light meal | 5 | 2 | 1 | 2 | 3.875 | 0.0350194552529183 | 0.964980544747082 | 0.340625 | 14.5053125 | 14.5053125 | Pilot | Accepted as proposed |
| 202 | 9 | 10 | 81.2811298076923 | 8.12811298076923 | ||||||||||||
| CAM - Campus / Hospital (11 stores, 5 deliveries/week) | ||||||||||||||||
| CAM | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Core wrap | 3 | 3 | 1 | 3 | 6.79545454545455 | 0.036741214057508 | 0.955271565495208 | 0.222727272727273 | 23.9095454545455 | 23.9095454545455 | Chain | +1 facing (was 2) |
| CAM | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Bowl meal | 3 | 1 | 1.5 | 1.5 | 4.61363636363636 | 0.0625 | 0.90625 | 0.190909090909091 | 19.8481818181818 | 13.2321212121212 | Chain | Accepted as proposed |
| CAM | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Core sandwich | 3 | 1 | 1 | 1 | 3.47727272727273 | 0.0527950310559006 | 0.950310559006211 | 0.0522727272727273 | 12.8775 | 12.8775 | Chain | Accepted as proposed |
| CAM | GGS-6BGH | Protein Snack Box | Urban Spoon | Protein snack / light meal | 5 | 2 | 1 | 2 | 5.6 | 0.032258064516129 | 0.903225806451613 | 0.235 | 20.972 | 20.972 | Pilot | Accepted as proposed |
| CAM | GGS-7DNL | Cobb Salad | FreshPack Deli | Salad meal | 3 | 1 | 1.5 | 1.5 | 2.39772727272727 | 0.091304347826087 | 0.917391304347826 | 0.0488636363636364 | 10.5494318181818 | 7.03295454545455 | Chain | Accepted as proposed |
| CAM | GGS-3RZA | Caprese Ciabatta | GreenFork Kitchen | Vegetarian lunch | 2 | 1 | 1 | 1 | 3.3 | 0.0588235294117647 | 0.862745098039216 | 0.0425 | 12.1395 | 12.1395 | Pilot | Accepted as proposed |
| 204 | 9 | 10 | 100.296159090909 | 10.0296159090909 | ||||||||||||
| HWY - Highway / Travel (15 stores, 3 deliveries/week) | ||||||||||||||||
| HWY | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Core sandwich | 3 | 2 | 1 | 2 | 4.73333333333333 | 0.037542662116041 | 0.969283276450512 | 0.035 | 17.7393333333333 | 17.7393333333333 | Chain | Accepted as proposed |
| HWY | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Core wrap | 3 | 2 | 1 | 2 | 4.70833333333333 | 0.0493197278911565 | 0.960884353741497 | 0.266666666666667 | 16.4219166666667 | 16.4219166666667 | Chain | +1 facing (was 1) |
| HWY | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Bowl meal | 3 | 1 | 1.5 | 1.5 | 2.16666666666667 | 0.102649006622517 | 0.860927152317881 | 0.0408333333333333 | 8.94541666666667 | 5.96361111111111 | Chain | Accepted as proposed |
| HWY | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Vegetarian lunch | 2 | 1 | 1 | 1 | 1.63333333333333 | 0.150627615062762 | 0.820083682008368 | 0.0383333333333333 | 4.957 | 4.957 | Chain | Retained (proposal removed) |
| HWY | GGS-6BGH | Protein Snack Box | Urban Spoon | Protein snack / light meal | 5 | 1 | 1 | 1 | 2.725 | 0.062015503875969 | 0.844961240310078 | 0.29 | 9.90325 | 9.90325 | Pilot | -1 facing (was 2) |
| 206 | 7 | 7.5 | 57.9669166666667 | 7.72892222222222 | ||||||||||||
| RUR - Rural North (14 stores, 2 deliveries/week) | ||||||||||||||||
| RUR | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Core sandwich | 3 | 2 | 1 | 2 | 4.03571428571429 | 0.0480167014613779 | 0.943632567849687 | 0.0375 | 14.9953571428571 | 14.9953571428571 | Chain | Accepted as proposed |
| RUR | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Core wrap | 3 | 1 | 1 | 1 | 3.6875 | 0.0519187358916479 | 0.932279909706546 | 0.33125 | 12.823125 | 12.823125 | Chain | Accepted as proposed |
| RUR | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Vegetarian lunch | 2 | 1 | 1 | 1 | 1.53571428571429 | 0.178403755868545 | 0.807511737089202 | 0.0446428571428571 | 4.50339285714286 | 4.50339285714286 | Chain | Retained (proposal removed) |
| RUR | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Bowl meal | 3 | 1 | 1.5 | 1.5 | 1.38392857142857 | 0.183168316831683 | 0.767326732673267 | 0.0508928571428571 | 5.14330357142857 | 3.42886904761905 | Chain | Accepted as proposed |
| RUR | GGS-6BGH | Protein Snack Box | Urban Spoon | Protein snack / light meal | 5 | 1 | 1 | 1 | 1.84375 | 0.0746268656716418 | 0.880597014925373 | 0.2625 | 6.6390625 | 6.6390625 | Pilot | -1 facing (was 2) |
| 208 | 6 | 6.5 | 44.1042410714286 | 6.78526785714286 | ||||||||||||
| Rule checks | ||||||||||||||||
| Cluster | 210 | Tray slots used | Slots available | Headroom | 213 | 214 | 215 | 216 | ||||||||
| MET - Metro Core | 5 | 11.5 | 12 | 0.5 | PASS | 150 | 217 | 218 | ||||||||
| COM - Commuter Suburban | 4 | 10 | 10 | 0 | PASS | 159 | 219 | 220 | ||||||||
| CAM - Campus / Hospital | 5 | 10 | 10 | 0 | PASS | 150 | 221 | 222 | ||||||||
| HWY - Highway / Travel | 3 | 7.5 | 8 | 0.5 | PASS | 159 | 223 | 224 | ||||||||
| RUR - Rural North | 2 | 6.5 | 7 | 0.5 | PASS | 159 | 223 | 225 | ||||||||
| Every cluster passes the handoff rules: inside signed tray capacity, one credible vegetarian option carried, Egg Salad Croissant not the sole vegetarian answer anywhere, no winter seasonal held for Q3, and one-day-code exposure confined to the single signed Sakura route. |
Proposal Reconciliation
| Line-by-Line Reconciliation of the June 12 Buyer Proposal (50 lines) | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Cluster | SKU | Item | Proposed action | Proposed facings | Decision | Final facings | Slot change | Controlling authority | Reason | Buyer comment on the proposal line |
| MET | GGS-84QJ | Chicken Caesar Wrap | Keep | 2 | Change | 3 | 1 | Internal POS/waste + capacity | Highest net GP per tray slot in Metro at $19.18 and 0.25 out-of-stock store-days per store-week at two facings. Takes the slot freed by cutting sushi to one facing. | - |
| MET | GGS-2VWK | Turkey Club Sandwich | Keep | 1 | Accept | 1 | 0 | Internal POS/waste | 3.09 units/store/week, 4.0% waste, 98.5% sell-through. No change warranted. | - |
| MET | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | Accept | 1 | 0 | Internal POS/waste | 4.51 units/store/week and $19.39 net GP per store-week - the second-largest profit contributor in Metro. | - |
| MET | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | Accept | 0 | 0 | Internal POS/waste + GreenFork letter | Caprese out-earns Hummus in Metro ($11.41 vs $6.47 net GP per store-week). Metro has five delivery days, so Caprese carries the two-day code and qualifies for the GreenFork 30% shrink credit. Metro keeps a vegetarian option through Caprese. | Buyer proposal removes this to make room for the Caprese launch. |
| MET | GGS-7DNL | Cobb Salad | Keep | 1 | Accept | 1 | 0 | Internal POS/waste | 3.02 units/store/week, 7.3% waste, and the only salad mission in the case. | - |
| MET | GGS-1KFV | Egg Salad Croissant | Remove | 0 | Accept | 0 | 0 | Handoff rule + internal data | 1.29 units/store/week, 20.9% waste, $3.37 net GP per store-week. No current profitable role. | Rural DM says some regulars still ask for it. |
| MET | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | Accept | 0 | 0 | Handoff rule + EatWell letter | Winter seasonal at 0.80 units/store/week and 20.6% waste. The EatWell letter authorises no returns or billbacks after January 31 2026, so every wasted unit is absorbed. | Highway stores asked to keep one slot from winter if space allows. |
| MET | GGS-3RZA | Caprese Ciabatta | Add | 1 | Accept | 1 | 0 | Internal pilot + GreenFork letter | Pilot 3.17 units/store/week across nine Metro stores at 8.2% waste. Five delivery days support the two-day code and earn the 30% shrink credit. | Use as the vegetarian trade-up and remove Hummus where possible. |
| MET | GGS-6BGH | Protein Snack Box | Add | 2 | Accept | 2 | 0 | Internal pilot + Urban Spoon letter | Pilot 4.14 units/store/week at 2.5% waste - the cleanest item in the case. Five-day code and a $0.35 per unit scan allowance. | Merchant liked long code date and grab-and-go snack mission. |
| MET | GGS-8XUY | Spicy Tuna Sushi Roll | Add | 2 | Change | 1 | -1.5 | Sakura letter + internal pilot | Pilot supports presence, not 3.0 of 12.0 tray slots. 3.15 units/store/week against a one-day code; two facings would put a quarter of the Metro case behind the highest shrink-risk item. The Sakura waste credit ends August 16 and there is no scan allowance. | Vendor says sushi will reset the case image; use supplier traffic estimate where pilot is thin. |
| COM | GGS-84QJ | Chicken Caesar Wrap | Keep | 1 | Change | 2 | 1 | Internal POS/waste | Outsells Turkey Club (4.93 vs 4.41 units/store/week) with three times the out-of-stock (0.176 vs 0.054 store-days per store-week) at half the facings. Highest net GP per slot in the cluster at $17.31. | - |
| COM | GGS-2VWK | Turkey Club Sandwich | Keep | 2 | Accept | 2 | 0 | Internal POS/waste | 4.41 units/store/week, 4.0% waste, 95.8% sell-through. | - |
| COM | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | Accept | 1 | 0 | Internal POS/waste | 3.08 units/store/week, $13.09 net GP per store-week. | - |
| COM | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | Reject | 1 | 1 | Handoff rule + internal data | Hummus out-earns Caprese in Commuter ($7.16 vs $6.00 net GP per store-week) on 19% higher velocity and roughly half the waste rate (8.7% vs 16.2%). The handoff directs keeping Hummus where Caprese is not a clean operating fit, and it is the cluster vegetarian option. | Buyer proposal removes this to make room for the Caprese launch. |
| COM | GGS-7DNL | Cobb Salad | Keep | 1 | Accept | 1 | 0 | Internal POS/waste | 2.89 units/store/week at 90.4% sell-through. Lowest slot productivity of the kept items at $8.48 per slot - flag for the Q4 reset, not for July. | - |
| COM | GGS-1KFV | Egg Salad Croissant | Remove | 0 | Accept | 0 | 0 | Handoff rule + internal data | 1.18 units/store/week, 19.4% waste, 76.9% sell-through. | Rural DM says some regulars still ask for it. |
| COM | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | Accept | 0 | 0 | Handoff rule + EatWell letter | 0.98 units/store/week, 20.4% waste; no seasonal billback available. | Highway stores asked to keep one slot from winter if space allows. |
| COM | GGS-3RZA | Caprese Ciabatta | Add | 1 | Reject | 0 | -1 | Internal pilot | Pilot 1.83 units/store/week against a 3.2 supplier projection, 16.2% waste, 82.4% sell-through. It underperforms the incumbent it would displace. | Use as the vegetarian trade-up and remove Hummus where possible. |
| COM | GGS-6BGH | Protein Snack Box | Add | 2 | Accept | 2 | 0 | Internal pilot + Urban Spoon letter | Pilot 3.88 units/store/week at 3.5% waste with the highest out-of-stock in the pilot (0.341 store-days per store-week), so demand is understated. | Merchant liked long code date and grab-and-go snack mission. |
| COM | GGS-8XUY | Spicy Tuna Sushi Roll | Add | 1 | Reject | 0 | -1.5 | Sakura letter | The signed letter gives no route, no credit and no service-level guarantee outside Metro Core, and states the Commuter pilot was a line-review test. A one-day code against four delivery days is not executable. Pilot 1.13 units/store/week at 30.6% waste. | Vendor says sushi will reset the case image; use supplier traffic estimate where pilot is thin. |
| CAM | GGS-84QJ | Chicken Caesar Wrap | Keep | 2 | Change | 3 | 1 | Internal POS/waste + capacity | 6.80 units/store/week and $23.91 net GP per slot - the strongest line in any cluster. Takes the slot freed by rejecting sushi. | - |
| CAM | GGS-2VWK | Turkey Club Sandwich | Keep | 1 | Accept | 1 | 0 | Internal POS/waste | 3.48 units/store/week, 5.3% waste. | - |
| CAM | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | Accept | 1 | 0 | Internal POS/waste | 4.61 units/store/week, $19.85 net GP per store-week. | - |
| CAM | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | Accept | 0 | 0 | Internal POS/waste + GreenFork letter | Caprese out-earns Hummus in Campus ($12.14 vs $10.33) at lower waste (5.9% vs 7.2%). Five delivery days qualify for the shrink credit and the cluster keeps a vegetarian option. | Buyer proposal removes this to make room for the Caprese launch. |
| CAM | GGS-7DNL | Cobb Salad | Keep | 1 | Accept | 1 | 0 | Internal POS/waste | 2.40 units/store/week, 91.7% sell-through; only salad mission. | - |
| CAM | GGS-1KFV | Egg Salad Croissant | Remove | 0 | Accept | 0 | 0 | Handoff rule + internal data | 1.57 units/store/week, 18.8% waste. | Rural DM says some regulars still ask for it. |
| CAM | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | Accept | 0 | 0 | Handoff rule + EatWell letter | 0.69 units/store/week - the weakest line in the cluster. | Highway stores asked to keep one slot from winter if space allows. |
| CAM | GGS-3RZA | Caprese Ciabatta | Add | 1 | Accept | 1 | 0 | Internal pilot + GreenFork letter | Best Caprese cluster: 3.30 units/store/week at 5.9% waste. Meatless over-indexes in Campus and five delivery days support the two-day code. | Use as the vegetarian trade-up and remove Hummus where possible. |
| CAM | GGS-6BGH | Protein Snack Box | Add | 2 | Accept | 2 | 0 | Internal pilot + Urban Spoon letter | 5.60 units/store/week - second-highest velocity in the cluster - at 3.2% waste, matching the late-lunch and evening snack mission. | Merchant liked long code date and grab-and-go snack mission. |
| CAM | GGS-8XUY | Spicy Tuna Sushi Roll | Add | 1 | Reject | 0 | -1.5 | Sakura letter | The signed letter excludes Campus from route and credit and calls the Campus pilot a line-review test. Pilot 2.13 units/store/week, 24.0% waste, 68.0% sell-through on a one-day code. | Vendor says sushi will reset the case image; use supplier traffic estimate where pilot is thin. |
| HWY | GGS-84QJ | Chicken Caesar Wrap | Keep | 1 | Change | 2 | 1 | Internal POS/waste | 4.71 units/store/week with the cluster worst out-of-stock at 0.267 store-days per store-week on one facing. With three deliveries a week against a three-day code, shelf depth is the only available fix. | - |
| HWY | GGS-2VWK | Turkey Club Sandwich | Keep | 2 | Accept | 2 | 0 | Internal POS/waste | Top line in the cluster at 4.73 units/store/week and 3.8% waste; travel missions favour familiar sandwiches. | - |
| HWY | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | Accept | 1 | 0 | Internal POS/waste | 2.17 units/store/week, $8.95 net GP per store-week; the only bowl meal in a five-item set. | - |
| HWY | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | Reject | 1 | 1 | Handoff rule + GreenFork letter | Caprese is contractually blocked in Highway, so Hummus is the only credible vegetarian option that exists. Held at one facing with an order cap. Documented exception to the two-day-code cadence rule. | Buyer proposal removes this to make room for the Caprese launch. |
| HWY | GGS-7DNL | Cobb Salad | Remove | 0 | Accept | 0 | 0 | Internal POS/waste | 1.09 units/store/week, 17.6% waste, $2.87 net GP per slot - the worst slot productivity in the cluster. | - |
| HWY | GGS-1KFV | Egg Salad Croissant | Remove | 0 | Accept | 0 | 0 | Handoff rule + internal data | 0.79 units/store/week, 19.8% waste, 72.5% sell-through. | Rural DM says some regulars still ask for it. |
| HWY | GGS-4HBP | Turkey Cranberry Sandwich | Keep | 1 | Reject | 0 | -1 | Handoff rule + EatWell letter | The handoff bars keeping winter seasonal SKUs to fill Q3 space. 1.13 units/store/week, 21.9% waste, and the EatWell letter authorises no returns or billbacks after January 31 2026. The store request is anecdote, not demand. | Highway stores asked to keep one slot from winter if space allows. |
| HWY | GGS-3RZA | Caprese Ciabatta | Add | 1 | Reject | 0 | -1 | GreenFork letter | The signed letter states Highway is not approved for Caprese route expansion and that expansion requires a new signed routing addendum. There is also no internal Highway demand record, and a two-day code against three delivery days fails the handoff cadence rule. | Use as the vegetarian trade-up and remove Hummus where possible. |
| HWY | GGS-6BGH | Protein Snack Box | Add | 2 | Change | 1 | -1 | Internal pilot + capacity | 2.73 units/store/week on a five-day code is covered by one facing across a three-delivery week. The second facing is the slot needed to restore the vegetarian option inside 8.0 tray slots. | Merchant liked long code date and grab-and-go snack mission. |
| HWY | GGS-8XUY | Spicy Tuna Sushi Roll | Do not add | 0 | Accept | 0 | 0 | Sakura letter | Agreed - no signed route or credit, and a one-day code against three delivery days. | Vendor says sushi will reset the case image; use supplier traffic estimate where pilot is thin. |
| RUR | GGS-84QJ | Chicken Caesar Wrap | Keep | 1 | Accept | 1 | 0 | Internal POS/waste | 3.69 units/store/week. It carries the worst out-of-stock in the dataset (0.331 store-days per store-week), but with two deliveries a week against a three-day code the case cannot be covered seven days by adding a facing. Fix through order quantity and drop timing. | - |
| RUR | GGS-2VWK | Turkey Club Sandwich | Keep | 2 | Accept | 2 | 0 | Internal POS/waste | Top line at 4.04 units/store/week and 4.8% waste. | - |
| RUR | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | Accept | 1 | 0 | Internal POS/waste | Thin at 1.38 units/store/week and 18.3% waste, but still $5.14 net GP per store-week and the only bowl meal. Keep for July, review at the Q4 reset. | - |
| RUR | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | Reject | 1 | 1 | Handoff rule + GreenFork letter | Rural must keep a vegetarian option. Caprese is route-blocked and Egg Salad is barred as the sole vegetarian answer, so Hummus is the only remaining option in the file. Documented exception: two-day code at two delivery days with no GreenFork shrink credit. | Buyer proposal removes this to make room for the Caprese launch. |
| RUR | GGS-7DNL | Cobb Salad | Remove | 0 | Accept | 0 | 0 | Internal POS/waste | 0.71 units/store/week at 24.2% waste - the highest waste rate in the dataset. | - |
| RUR | GGS-1KFV | Egg Salad Croissant | Keep | 1 | Reject | 0 | -1 | Handoff rule + internal data | Keeping it makes Egg Salad the only vegetarian answer in Rural, which the handoff prohibits on low repeat and spring allergy-handling complaints. It is also the weakest line in the dataset: 0.72 units/store/week, 23.4% waste, $1.79 net GP per store-week. | Rural DM says some regulars still ask for it. |
| RUR | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | Accept | 0 | 0 | Handoff rule + EatWell letter | 0.83 units/store/week, 22.2% waste, no seasonal billback available. | Highway stores asked to keep one slot from winter if space allows. |
| RUR | GGS-3RZA | Caprese Ciabatta | Do not add | 0 | Accept | 0 | 0 | GreenFork letter | Agreed - Rural is excluded from Caprese route expansion, and a two-day code against two delivery days is not executable. | Use as the vegetarian trade-up and remove Hummus where possible. |
| RUR | GGS-6BGH | Protein Snack Box | Add | 2 | Change | 1 | -1 | Internal pilot + capacity | 1.84 units/store/week; the five-day code bridges the two-delivery gap at one facing, and the freed slot restores the vegetarian option inside 7.0 tray slots. | Merchant liked long code date and grab-and-go snack mission. |
| RUR | GGS-8XUY | Spicy Tuna Sushi Roll | Do not add | 0 | Accept | 0 | 0 | Sakura letter | Agreed - no signed route or credit for Rural. | Vendor says sushi will reset the case image; use supplier traffic estimate where pilot is thin. |
| 312 | 43 | 34 A / 7 C / 9 R | 41 | -3.5 |
Capacity Check
| Tray-Slot Reconciliation Against Signed Cluster Capacity | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Cluster | Stores | Deliveries / wk | Tray slots available | Proposal slots used | Proposal over / (under) | Proposal fits? | Recommended slots used | Recommended headroom | Recommended fits? | Slot change vs proposal | Note |
| MET - Metro Core | 18 | 5 | 12 | 12 | 0 | Yes | 11.5 | 0.5 | Yes | -0.5 | Proposal exactly filled 12.0 slots but put 3.0 of them behind a one-day-code SKU. Recommendation frees 1.5 slots from sushi and returns 1.0 to the top-selling wrap. The residual 0.5 slot is unusable because no item consumes half a tray slot. |
| COM - Commuter Suburban | 26 | 4 | 10 | 10.5 | 0.5 | NO - OVER | 10 | 0 | Yes | -0.5 | Proposal exceeded capacity. Removing the unsigned sushi line and returning a facing to Chicken Caesar Wrap lands on an exact 10.0 fit. |
| CAM - Campus / Hospital | 11 | 5 | 10 | 10.5 | 0.5 | NO - OVER | 10 | 0 | Yes | -0.5 | Proposal exceeded capacity. Removing the unsigned sushi line and returning a facing to Chicken Caesar Wrap lands on an exact 10.0 fit. |
| HWY - Highway / Travel | 15 | 3 | 8 | 8.5 | 0.5 | NO - OVER | 7.5 | 0.5 | Yes | -1 | Proposal exceeded capacity and relied on a Caprese line the GreenFork letter does not permit. Recommendation is 7.5 of 8.0; the residual 0.5 slot is unusable. |
| RUR - Rural North | 14 | 2 | 7 | 7.5 | 0.5 | NO - OVER | 6.5 | 0.5 | Yes | -1 | Proposal exceeded capacity. Recommendation is 6.5 of 7.0 with a cleaner five-item set; the residual 0.5 slot is unusable and, per the handoff, empty space is preferred to a low-repeat filler. |
| Chain (not additive) | 84 | 47 | 49 | 2 | 45.5 | 1.5 | -3.5 | ||||
| • The buyer proposal exceeds signed tray capacity in four of five clusters, each by 0.5 tray slots. It is not executable as written without a partial facing, which the merchant handoff prohibits. | |||||||||||
| • No incremental capacity is assumed anywhere. The Metro Core extra-tray project is pending a September lease-line change and is explicitly out of scope for the July reset. | |||||||||||
| • Half-slot residuals in Metro, Highway and Rural exist because Southwest Chicken Bowl, Cobb Salad and Spicy Tuna Sushi Roll each consume 1.5 tray slots against whole-number cluster capacity. They cannot be filled without a partial facing. |
Four-Week Economics
| Projected Economics of the Recommended Set - First Four Weeks (Jul 13 - Aug 9 2026) | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Units are held at the per-store-per-week rate demonstrated in the 8-week internal record for that cluster and SKU. Vendor support is applied only where a signed letter grants it. | |||||||||||||||
| Cluster | SKU | Item | Facings | Stores | Units/store/wk | Units (4 wks) | Gross GP | Waste units (4 wks) | Waste cost | Net GP before vendor | GreenFork shrink credit | GreenFork scan | Urban Spoon scan | Sakura waste credit | Net GP after vendor |
| MET | GGS-84QJ | Chicken Caesar Wrap | 3 | 18 | 5.5 | 396 | 1429.56 | 20.5 | 48.79 | 1380.77 | 0 | 0 | 0 | 0 | 1380.77 |
| MET | GGS-9PQL | Southwest Chicken Bowl | 1 | 18 | 4.51388888888889 | 325 | 1475.5 | 23 | 79.35 | 1396.15 | 0 | 0 | 0 | 0 | 1396.15 |
| MET | GGS-2VWK | Turkey Club Sandwich | 1 | 18 | 3.09027777777778 | 222.5 | 856.625 | 9 | 23.76 | 832.865 | 0 | 0 | 0 | 0 | 832.865 |
| MET | GGS-7DNL | Cobb Salad | 1 | 18 | 3.02083333333333 | 217.5 | 1037.475 | 17.5 | 65.1 | 972.375 | 0 | 0 | 0 | 0 | 972.375 |
| MET | GGS-6BGH | Protein Snack Box | 2 | 18 | 4.13888888888889 | 298 | 1147.3 | 8 | 23.52 | 1123.78 | 0 | 0 | 104.3 | 0 | 1228.08 |
| MET | GGS-3RZA | Caprese Ciabatta | 1 | 18 | 3.16666666666667 | 228 | 886.92 | 21 | 65.1 | 821.82 | 19.53 | 91.2 | 0 | 0 | 932.55 |
| MET | GGS-8XUY | Spicy Tuna Sushi Roll | 1 | 18 | 3.15277777777778 | 227 | 1291.63 | 27 | 116.1 | 1175.53 | 0 | 0 | 0 | 58.05 | 1233.58 |
| 342 | 1914 | 8125.01 | 126 | 421.72 | 7703.29 | 19.53 | 91.2 | 104.3 | 58.05 | 7976.37 | |||||
| COM | GGS-84QJ | Chicken Caesar Wrap | 2 | 26 | 4.92788461538462 | 512.5 | 1850.125 | 21 | 49.98 | 1800.145 | 0 | 0 | 0 | 0 | 1800.145 |
| COM | GGS-2VWK | Turkey Club Sandwich | 2 | 26 | 4.40865384615385 | 458.5 | 1765.225 | 19 | 50.16 | 1715.065 | 0 | 0 | 0 | 0 | 1715.065 |
| COM | GGS-9PQL | Southwest Chicken Bowl | 1 | 26 | 3.07692307692308 | 320 | 1452.8 | 26.5 | 91.425 | 1361.375 | 0 | 0 | 0 | 0 | 1361.375 |
| COM | GGS-7DNL | Cobb Salad | 1 | 26 | 2.88942307692308 | 300.5 | 1433.385 | 29.5 | 109.74 | 1323.645 | 0 | 0 | 0 | 0 | 1323.645 |
| COM | GGS-5MTC | Hummus Veggie Wrap | 1 | 26 | 2.18269230769231 | 227 | 803.58 | 21.5 | 59.125 | 744.455 | 17.7375 | 0 | 0 | 0 | 762.1925 |
| COM | GGS-6BGH | Protein Snack Box | 2 | 26 | 3.875 | 403 | 1551.55 | 14.625 | 42.9975 | 1508.5525 | 0 | 0 | 141.05 | 0 | 1649.6025 |
| 343 | 2221.5 | 8856.665 | 132.125 | 403.4275 | 8453.2375 | 17.7375 | 0 | 141.05 | 0 | 8612.025 | |||||
| CAM | GGS-84QJ | Chicken Caesar Wrap | 3 | 11 | 6.79545454545455 | 299 | 1079.39 | 11.5 | 27.37 | 1052.02 | 0 | 0 | 0 | 0 | 1052.02 |
| CAM | GGS-9PQL | Southwest Chicken Bowl | 1 | 11 | 4.61363636363636 | 203 | 921.62 | 14 | 48.3 | 873.32 | 0 | 0 | 0 | 0 | 873.32 |
| CAM | GGS-2VWK | Turkey Club Sandwich | 1 | 11 | 3.47727272727273 | 153 | 589.05 | 8.5 | 22.44 | 566.61 | 0 | 0 | 0 | 0 | 566.61 |
| CAM | GGS-6BGH | Protein Snack Box | 2 | 11 | 5.6 | 246.4 | 948.64 | 8.8 | 25.872 | 922.768 | 0 | 0 | 86.24 | 0 | 1009.008 |
| CAM | GGS-7DNL | Cobb Salad | 1 | 11 | 2.39772727272727 | 105.5 | 503.235 | 10.5 | 39.06 | 464.175 | 0 | 0 | 0 | 0 | 464.175 |
| CAM | GGS-3RZA | Caprese Ciabatta | 1 | 11 | 3.3 | 145.2 | 564.828 | 9.9 | 30.69 | 534.138 | 9.207 | 58.08 | 0 | 0 | 601.425 |
| 344 | 1152.1 | 4606.763 | 63.2 | 193.732 | 4413.031 | 9.207 | 58.08 | 86.24 | 0 | 4566.558 | |||||
| HWY | GGS-2VWK | Turkey Club Sandwich | 2 | 15 | 4.73333333333333 | 284 | 1093.4 | 11 | 29.04 | 1064.36 | 0 | 0 | 0 | 0 | 1064.36 |
| HWY | GGS-84QJ | Chicken Caesar Wrap | 2 | 15 | 4.70833333333333 | 282.5 | 1019.825 | 14.5 | 34.51 | 985.315 | 0 | 0 | 0 | 0 | 985.315 |
| HWY | GGS-9PQL | Southwest Chicken Bowl | 1 | 15 | 2.16666666666667 | 130 | 590.2 | 15.5 | 53.475 | 536.725 | 0 | 0 | 0 | 0 | 536.725 |
| HWY | GGS-5MTC | Hummus Veggie Wrap | 1 | 15 | 1.63333333333333 | 98 | 346.92 | 18 | 49.5 | 297.42 | 0 | 0 | 0 | 0 | 297.42 |
| HWY | GGS-6BGH | Protein Snack Box | 1 | 15 | 2.725 | 163.5 | 629.475 | 12 | 35.28 | 594.195 | 0 | 0 | 57.225 | 0 | 651.42 |
| 345 | 958 | 3679.82 | 71 | 201.805 | 3478.015 | 0 | 0 | 57.225 | 0 | 3535.24 | |||||
| RUR | GGS-2VWK | Turkey Club Sandwich | 2 | 14 | 4.03571428571429 | 226 | 870.1 | 11.5 | 30.36 | 839.74 | 0 | 0 | 0 | 0 | 839.74 |
| RUR | GGS-84QJ | Chicken Caesar Wrap | 1 | 14 | 3.6875 | 206.5 | 745.465 | 11.5 | 27.37 | 718.095 | 0 | 0 | 0 | 0 | 718.095 |
| RUR | GGS-5MTC | Hummus Veggie Wrap | 1 | 14 | 1.53571428571429 | 86 | 304.44 | 19 | 52.25 | 252.19 | 0 | 0 | 0 | 0 | 252.19 |
| RUR | GGS-9PQL | Southwest Chicken Bowl | 1 | 14 | 1.38392857142857 | 77.5 | 351.85 | 18.5 | 63.825 | 288.025 | 0 | 0 | 0 | 0 | 288.025 |
| RUR | GGS-6BGH | Protein Snack Box | 1 | 14 | 1.84375 | 103.25 | 397.5125 | 8.75 | 25.725 | 371.7875 | 0 | 0 | 36.1375 | 0 | 407.925 |
| 346 | 699.25 | 2669.3675 | 69.25 | 199.53 | 2469.8375 | 0 | 0 | 36.1375 | 0 | 2505.975 | |||||
| 347 | 6944.85 | 27937.6255 | 461.575 | 1420.2145 | 26517.411 | 46.4745 | 149.28 | 424.9525 | 58.05 | 27196.168 | |||||
| Vendor allowance cap utilisation | |||||||||||||||
| Programme | 350 | Rate | Projected units | Cap (units) | Cap used | 216 | |||||||||
| GreenFork scan - Caprese GGS-3RZA | 356 | 0.4 | 373.2 | 5500 | 0.0678545454545455 | Cap is not binding at the recommended two-cluster distribution. The size of the cap is not evidence of demand. | |||||||||
| Urban Spoon scan - Protein Snack Box GGS-6BGH | 359 | 0.35 | 1821.225 | 8000 | 0.227653125 | Projected over the full six-week allowance window. Cap is not binding. | |||||||||
| Metro sushi sensitivity - route M-11 store list is not in the source files | |||||||||||||||
| Scenario | 93 | Units/store/wk | Units (4 wks) | Gross GP | Waste units | Waste cost | Net GP before credit | Sakura credit | Net GP after credit | 216 | |||||
| All 18 Metro Core stores on route M-11 | 18 | 3.15277777777778 | 227 | 1291.63 | 27 | 116.1 | 1175.53 | 58.05 | 1233.58 | Upper bound. Assumes every Metro store is on M-11. | |||||
| Only the 9 pilot Metro stores on M-11 | 9 | 3.15277777777778 | 113.5 | 645.815 | 13.5 | 58.05 | 587.765 | 29.025 | 616.79 | Downside if M-11 covers only part of the cluster. Confirm before the planogram is cut. |
Scenario Comparison
| Scenario Comparison - First Four Weeks, 84 Stores | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Scenario | Units | Gross GP | Waste units | Waste cost | Vendor support | Net GP | Net GP vs today | Waste units vs today | Executable? | Rule / capacity outcome |
| A. Current set, pre-reset (7 items, all clusters) | 6190.5 | 24309.245 | 583 | 1688.435 | 36.3 | 22657.11 | 0 | 0 | Baseline | Baseline. Facings for the current set are not recorded in any source file, so this compares item sets and demonstrated demand, not facings. |
| B. Buyer proposal as written | 7042.475 | 28795.72175 | 562.283333333333 | 1846.50033333333 | 771.82825 | 27721.0496666667 | 5063.93966666667 | -20.7166666666667 | No | Exceeds tray capacity in Commuter, Campus, Highway and Rural by 0.5 slots each. Leaves Egg Salad Croissant as the only vegetarian answer in Rural. Adds sushi in Commuter and Campus and Caprese in Highway with no signed route or credit. |
| C. Proposal after the signed-terms screen | 6831.975 | 27597.97675 | 472.95 | 1462.367 | 771.82825 | 26907.438 | 4250.32800000001 | -110.05 | No | Sushi restricted to Metro and Caprese removed from Highway and Rural. Still exceeds capacity in Rural, still leaves Egg Salad as the only vegetarian answer in Rural, and now leaves Highway with no vegetarian option at all. |
| D. Recommended July set | 6944.85 | 27937.6255 | 461.575 | 1420.2145 | 678.757 | 27196.168 | 4539.058 | -121.425 | Yes | Fits every cluster inside signed tray capacity. Every cluster carries a credible vegetarian option. One-day-code and two-day-code exposure is limited to routes the signed letters support, with the Highway and Rural Hummus lines documented as exceptions. |
| Reading the comparison | ||||||||||
| • On paper the proposal as written (B) shows more net GP than the recommendation (D). Almost all of that gap is sushi volume in Commuter and Campus, which the Sakura letter explicitly excludes from route, credit and service-level guarantee. It is not profit the chain can bank. | ||||||||||
| • Once the unsigned lines are stripped out (C), the recommendation is ahead on net GP and carries fewer waste units - and C still breaks capacity in Rural and still fails the vegetarian rule in two clusters. | ||||||||||
| • Against today's set, the recommendation adds net GP and removes roughly a fifth of the waste units in the case, without assuming a single extra tray, delivery day or vendor dollar beyond the signed letters. | ||||||||||
| Value of the proposal lines that the signed letters do not support (B less C) | 813.611666666664 | Sushi in Commuter and Campus. Caprese in Highway carries no internal demand record at all, so it contributes nothing to either figure and cannot be forecast. |
Vendor Terms Applied
| Signed Offer Letters - Terms, Where They Bind, and How They Were Applied | |||||
|---|---|---|---|---|---|
| Vendor / signed date | SKU | Term | Signed language (source of truth) | How it was applied in this recommendation | Binds decision? |
| GreenFork Kitchen June 5 2026 | GGS-3RZA / GGS-5MTC | Launch support | $0.40 per scanned unit on GGS-3RZA receipts dated July 13 - August 9, capped at 5,500 scanned units. | Applied to Caprese units in Metro and Campus over the four-week window. Projected use is a small fraction of the cap, so the allowance is not a reason to widen distribution. | Yes |
| GreenFork Kitchen June 5 2026 | GGS-3RZA / GGS-5MTC | Shrink credit | 30% credit on documented waste units for covered GreenFork items only in stores receiving GreenFork delivery at least four days per week. | Credited in Metro (5), Commuter (4) and Campus (5). Not credited in Highway (3) or Rural (2) - the Hummus lines there absorb full shrink, which is why they are capped at one facing with an order limit. | Yes |
| GreenFork Kitchen June 5 2026 | GGS-3RZA | Route limits | Highway / Travel and Rural North are not approved for Caprese route expansion under this letter. Future expansion requires a new signed routing addendum. | Directly overrides the proposal. Caprese is rejected in Highway (proposal added one facing) and the "do not add" in Rural is accepted. | Yes |
| GreenFork Kitchen June 5 2026 | GGS-3RZA / GGS-5MTC | Service note | GreenFork products carry a two-day code at store receipt. | Combined with the handoff cadence rule this blocks GreenFork items as a growth play in Highway and Rural; Hummus is retained there only to satisfy the vegetarian rule. | Yes |
| Urban Spoon June 6 2026 | GGS-6BGH / GGS-9PQL | Launch support | $0.35 per scanned unit on GGS-6BGH during the first six weeks of the Q3 reset, capped at 8,000 scanned units. | Applied to Protein Snack Box units in all five clusters. Four of the six allowance weeks fall inside the modelled window; the cap is not binding. | Supports |
| Urban Spoon June 6 2026 | GGS-6BGH / GGS-9PQL | Shrink credit | No shrink credit. Normal returns policy only for verified mis-picks. | No credit modelled on Protein Snack Box or Southwest Chicken Bowl. All their waste is absorbed - this is why the thin Rural Southwest Bowl line is flagged for the Q4 review. | Yes |
| Urban Spoon June 6 2026 | GGS-6BGH / GGS-9PQL | Route limits | Current Urban Spoon delivery routes cover all five Blue Mesa clusters on the existing replenishment cadence. | Protein Snack Box is approved chainwide. Only the facing count varies by cluster, on demonstrated velocity. | Yes |
| Urban Spoon June 6 2026 | GGS-6BGH | Service note | GGS-6BGH carries a five-day code; GGS-9PQL carries a three-day code. | The five-day code is what makes a single Protein Snack Box facing workable in Highway (3 deliveries) and Rural (2 deliveries). | Yes |
| Sakura Express June 7 2026 | GGS-8XUY | Launch support | Metro Core M-11 stores only: 50% credit on documented waste units through August 16. No scan allowance. | Credit applied to Metro sushi waste only. It expires two weeks after the four-week window closes and there is no scan money, so sushi has to stand on its own margin quickly. | Yes |
| Sakura Express June 7 2026 | GGS-8XUY | Route limits | Daily fresh route and credit apply only to Metro Core stores listed on route M-11. Campus and Commuter pilot samples were line-review tests and are not part of the signed launch commitment. | Directly overrides the proposal. Sushi is rejected in Commuter and Campus regardless of pilot results, because the pilot was a line-review test with no service-level guarantee. | Yes |
| Sakura Express June 7 2026 | GGS-8XUY | Minimum handling | One-day code. Stores must receive daily delivery; do not hold over. Case pack is 12 units. | Metro is recorded at five deliveries per week, so the tray runs empty on non-delivery days by design. Confirm the M-11 store list and sub-case replenishment before launch - Metro pilot receipts averaged 3.75 units per store per week against a 12-unit case pack. | Yes - open item |
| Sakura Express June 7 2026 | GGS-8XUY | Exclusions | No credit or service-level guarantee outside Metro Core unless separately signed. | Confirms the rejection of every non-Metro sushi line in the proposal. | Yes |
| EatWell Foods May 30 2026 | GGS-84QJ / GGS-2VWK / GGS-4HBP | Launch support | No Q3 scan allowance. Standard volume pricing remains in place. | No vendor money modelled on the two core sandwiches, which still deliver the highest net GP per tray slot in the case on their own margin. | Yes |
| EatWell Foods May 30 2026 | GGS-4HBP | Seasonal terms | Turkey Cranberry Sandwich was a winter feature. Returns or billbacks after January 31 2026 are not authorised. | Every wasted Turkey Cranberry unit is absorbed at full cost. Combined with 21% waste and sub-1.2 units per store per week, this is why the Highway "keep" is rejected. | Yes |
| EatWell Foods May 30 2026 | GGS-84QJ / GGS-2VWK | Route limits | Current EatWell delivery routes cover all five Blue Mesa clusters on the existing replenishment cadence. | Supports adding facings to Chicken Caesar Wrap in Metro, Commuter, Campus and Highway with no route change. | Supports |
| FreshPack Deli No letter in the pack | GGS-7DNL / GGS-1KFV | - | No signed FreshPack offer letter was provided with this pack. | No credit or allowance assumed for Cobb Salad or Egg Salad Croissant. Both are modelled at full absorbed shrink. | Open item |
Supplier vs Actual
| Supplier Projections Against Internal Pilot Actuals - Reported for Variance Only | ||||||||
|---|---|---|---|---|---|---|---|---|
| The merchant handoff bars supplier projections as a demand source. They are shown here only to document the size of the gap. No number on any other sheet is derived from this table. | ||||||||
| Cluster | SKU | Item | Supplier projection units/store/wk | Internal actual units/store/wk | Variance | Pilot stores | Evidence | Comment |
| MET | GGS-3RZA | Caprese Ciabatta | 3.4 | 3.16666666666667 | -0.0686274509803921 | 9 | Controlled pilot | Projection overstates internal actual. |
| COM | GGS-3RZA | Caprese Ciabatta | 3.2 | 1.828125 | -0.4287109375 | 8 | Controlled pilot | Projection overstates internal actual. |
| CAM | GGS-3RZA | Caprese Ciabatta | 3.6 | 3.3 | -0.0833333333333334 | 5 | Controlled pilot | Projection overstates internal actual. |
| HWY | GGS-3RZA | Caprese Ciabatta | 2.5 | No data | n/a | 0 | None | No internal record exists for this cluster and SKU. The proposal line rests on a supplier estimate alone and is also blocked by the GreenFork route limit. |
| MET | GGS-6BGH | Protein Snack Box | 4.8 | 4.13888888888889 | -0.137731481481481 | 9 | Controlled pilot | Projection overstates internal actual. |
| COM | GGS-6BGH | Protein Snack Box | 4.5 | 3.875 | -0.138888888888889 | 8 | Controlled pilot | Projection overstates internal actual. |
| CAM | GGS-6BGH | Protein Snack Box | 5.4 | 5.6 | 0.037037037037037 | 5 | Controlled pilot | Projection overstates internal actual. |
| HWY | GGS-6BGH | Protein Snack Box | 3.2 | 2.725 | -0.1484375 | 5 | Controlled pilot | Projection overstates internal actual. |
| RUR | GGS-6BGH | Protein Snack Box | 2.3 | 1.84375 | -0.198369565217391 | 4 | Controlled pilot | Projection overstates internal actual. |
| MET | GGS-8XUY | Spicy Tuna Sushi Roll | 5.1 | 3.15277777777778 | -0.381808278867102 | 9 | Controlled pilot | Projection overstates internal actual. |
| COM | GGS-8XUY | Spicy Tuna Sushi Roll | 4.4 | 1.125 | -0.744318181818182 | 6 | Controlled pilot | Projection overstates internal actual. |
| CAM | GGS-8XUY | Spicy Tuna Sushi Roll | 4.8 | 2.125 | -0.557291666666667 | 4 | Controlled pilot | Projection overstates internal actual. |
| Comparable cells where the supplier projection overstates internal actual | 10 of 11 | Worst variances are on Spicy Tuna Sushi Roll: -38% in Metro, -56% in Campus and -74% in Commuter. | ||||||
| Average variance across comparable cells | -0.259134567974218 | This is the evidence behind the handoff rule barring supplier projections as a demand source. |
User prompt → 133 turns · 74 tool calls → final responseclaude-code
88 of 133 turns are kept here; the rest were cut to fit the trajectory's byte budget, and each cut is marked where it fell.
1userYou 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.
2I'll start by surveying the attached materials.20k
I'll start by surveying the attached materials.
3Bash1
Tool execution only — no assistant text
Bashfind /workspace -type f -not -path "*/node_modules/*" -not -path "*/.git/*" | head -100; echo "---"; ls -la /workspace (+description)
Arguments
List workspace files
find /workspace -type f -not -path "*/node_modules/*" -not -path "*/.git/*" | head -100; echo "---"; ls -la /workspace
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 --- total 12 drwxr-xr-x 1 root root 4096 Aug 20 01:07 . drwxr-xr-x 1 root root 4096 Aug 20 01:13 .. drwxr-xr-x 1 root root 4096 Aug 20 01:07 data [stdout] /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 --- total 12 drwxr-xr-x 1 root root 4096 Aug 20 01:07 . drwxr-xr-x 1 root root 4096 Aug 20 01:13 .. drwxr-xr-x 1 root root 4096 Aug 20 01:07 data [metadata] noOutputExpected: false
5Bash21k1
Tool execution only — no assistant text
Bashcd /workspace/data && for f in *.csv; do echo "=== $f ==="; wc -l "$f"; echo "--- head ---"; head -5 "$f"; echo; done (+description)
Arguments
Preview CSV files
cd /workspace/data && for f in *.csv; do echo "=== $f ==="; wc -l "$f"; echo "--- head ---"; head -5 "$f"; echo; done
Output
=== buyer_reset_proposal.csv === 51 buyer_reset_proposal.csv --- head --- proposal_date,cluster_code,cluster_name,sku,item,proposed_action,proposed_facings,buyer_comment,supplier_projection_units_per_store_week 2026-06-12,MET,Metro Core,GGS-84QJ,Chicken Caesar Wrap,Keep,2,, 2026-06-12,MET,Metro Core,GGS-2VWK,Turkey Club Sandwich,Keep,1,, 2026-06-12,MET,Metro Core,GGS-9PQL,Southwest Chicken Bowl,Keep,1,, 2026-06-12,MET,Metro Core,GGS-5MTC,Hummus Veggie Wrap,Remove,0,Buyer proposal removes this to make room for the Caprese launch., === item_master_unit_economics.csv === 11 item_master_unit_economics.csv --- head --- 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,3,12,1.0,5.99,2.38,1,2024-03-18,Yes GGS-2VWK,Turkey Club Sandwich,Current,EatWell Foods,Core sandwich,Meat,3,10,1.0,6.49,2.64,1,2023-08-07,Y
… 4,204 more characters of output in the raw trajectory.
6Bash23k1
Tool execution only — no assistant text
Bashecho "=== FULL: buyer_reset_proposal.csv ==="; cat buyer_reset_proposal.csv; echo; echo "=== FULL: item_master_unit_economics.csv ==="; cat item_master_unit_economics.csv; echo; echo "=== FULL: store_cluster_capacity.csv ==="; cat store_cluster_capacity.csv (+description)
Arguments
Dump proposal, item master, capacity
echo "=== FULL: buyer_reset_proposal.csv ==="; cat buyer_reset_proposal.csv; echo; echo "=== FULL: item_master_unit_economics.csv ==="; cat item_master_unit_economics.csv; echo; echo "=== FULL: store_cluster_capacity.csv ==="; cat store_cluster_capacity.csv
Output
=== FULL: buyer_reset_proposal.csv === proposal_date,cluster_code,cluster_name,sku,item,proposed_action,proposed_facings,buyer_comment,supplier_projection_units_per_store_week 2026-06-12,MET,Metro Core,GGS-84QJ,Chicken Caesar Wrap,Keep,2,, 2026-06-12,MET,Metro Core,GGS-2VWK,Turkey Club Sandwich,Keep,1,, 2026-06-12,MET,Metro Core,GGS-9PQL,Southwest Chicken Bowl,Keep,1,, 2026-06-12,MET,Metro Core,GGS-5MTC,Hummus Veggie Wrap,Remove,0,Buyer proposal removes this to make room for the Caprese launch., 2026-06-12,MET,Metro Core,GGS-7DNL,Cobb Salad,Keep,1,, 2026-06-12,MET,Metro Core,GGS-1KFV,Egg Salad Croissant,Remove,0,Rural DM says some regulars still ask for it., 2026-06-12,MET,Metro Core,GGS-4HBP,Turkey Cranberry Sandwich,Remove,0,Highway stores asked to keep one slot from winter if space allows., 2026-06-12,MET,Metro Core,GGS-3RZA,Caprese Ciabatta,Add,1,Use as the vegetarian trade-up and remove Hummus where possible.,3.4 2026-06-12,MET,Metro Core,GGS-6BGH,Protein Snack Box,Add,2,
… 14,804 more characters of output in the raw trajectory.
8Now the merchant handoff and signed vendor offer letters — these are the authoritative sources.27k
Now the merchant handoff and signed vendor offer letters — these are the authoritative sources.
9Bash1
Tool execution only — no assistant text
Bashpython3 -c " import zipfile,re z=zipfile.ZipFile('merchant_handoff_prepared_foods.docx') print(z.namelist()) " 2>&1 | head -20 (+description)
Arguments
Inspect docx structure
python3 -c " import zipfile,re z=zipfile.ZipFile('merchant_handoff_prepared_foods.docx') print(z.namelist()) " 2>&1 | head -20Output
['[Content_Types].xml', '_rels/.rels', 'docProps/core.xml', 'docProps/app.xml', 'word/document.xml', 'word/_rels/document.xml.rels', 'word/styles.xml', 'word/stylesWithEffects.xml', 'word/settings.xml', 'word/webSettings.xml', 'word/fontTable.xml', 'word/theme/theme1.xml', 'customXml/item1.xml', 'customXml/_rels/item1.xml.rels', 'customXml/itemProps1.xml', 'word/numbering.xml', 'docProps/thumbnail.jpeg'] [stdout] ['[Content_Types].xml', '_rels/.rels', 'docProps/core.xml', 'docProps/app.xml', 'word/document.xml', 'word/_rels/document.xml.rels', 'word/styles.xml', 'word/stylesWithEffects.xml', 'word/settings.xml', 'word/webSettings.xml', 'word/fontTable.xml', 'word/theme/theme1.xml', 'customXml/item1.xml', 'customXml/_rels/item1.xml.rels', 'customXml/itemProps1.xml', 'word/numbering.xml', 'docProps/thumbnail.jpeg'] [metadata] noOutputExpected: false
10Bash28k1
Tool execution only — no assistant text
Bashpython3 -c " import zipfile from xml.etree import ElementTree as ET z=zipfile.ZipFile('merchant_handoff_prepared_foods.docx') x=z.read('word/document.xml').decode('utf8') ns={'w':'http://schemas.openxmlformats.org/wordprocessingml/2006/main'} r=ET.fromstring(x) body=r.find('w:body',ns) def txt(p): return ''.join(t.text or '' for t in p.iter('{http://schemas.openxmlformats.org/wordprocessingml/2006/main}t')) for el in body: tag=el.tag.split('}')[1] if tag=='p': s=txt(el) st=el.find('w:pPr/w:pStyle',ns) stn=st.get('{http://schemas.o
Arguments
python3 -c " import zipfile from xml.etree import ElementTree as ET z=zipfile.ZipFile('merchant_handoff_prepared_foods.docx') x=z.read('word/document.xml').decode('utf8') ns={'w':'http://schemas.openxmlformats.org/wordprocessingml/2006/main'} r=ET.fromstring(x) body=r.find('w:body',ns) def txt(p): return ''.join(t.text or '' for t in p.iter('{http://schemas.openxmlformats.org/wordprocessingml/2006/main}t')) for el in body: tag=el.tag.split('}')[1] if tag=='p': s=txt(el) st=el.find('w:pPr/w:pStyle',ns) stn=st.get('{http://schemas.o… 427 more characters of arguments in the raw trajectory.
Output
[] Prepared Foods Reset Handoff [] Blue Mesa Market - Q3 2026 refrigerated grab-and-go case [] From: L. Moreno, Senior Merchant - Prepared Foods [] To: Category Planning / Space Planning [] Date: June 10, 2026 [] 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. [Heading1] Decision rules for this reset [ListBullet] Fit the first four weeks of the July reset into the live refrigerated case. Do not assume the September lease-line change, extra trays, or extra driver stops will materialize. [ListBullet] Treat internal sales, waste, and inventory records as the demand signal. Supplier projections in the proposal are
… 6,044 more characters of output in the raw trajectory.
12Bash29k1
Tool execution only — no assistant text
Bash(pdftotext -layout signed_vendor_offer_letters.pdf - 2>/dev/null || python3 -c " import pypdf r=pypdf.PdfReader('signed_vendor_offer_letters.pdf') for i,p in enumerate(r.pages): print(f'=== PAGE {i+1} ==='); print(p.extract_text()) ") (+description)
Arguments
Extract vendor offer letters PDF text
(pdftotext -layout signed_vendor_offer_letters.pdf - 2>/dev/null || python3 -c " import pypdf r=pypdf.PdfReader('signed_vendor_offer_letters.pdf') for i,p in enumerate(r.pages): print(f'=== PAGE {i+1} ==='); print(p.extract_text()) ")Output
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 under this letter. Future expansion requires a new signed routing addendum. Service note GreenFork products carry a two-day code at store receipt. Urban Spoon Signed June 6, 2026… 5,210 more characters of output in the raw trajectory.
14Bash31k1
Tool execution only — no assistant text
Bashpython3 -c " import pandas as pd d=pd.read_csv('weekly_pos_inventory_waste.csv') print(d.shape) print(d['week_start'].unique()) print(d['range_type'].unique()) print(d.groupby(['sku','item','range_type'])['cluster_code'].agg(lambda s:sorted(set(s)))) print() print(d.dtypes) " (+description)
Arguments
Profile POS dataset
python3 -c " import pandas as pd d=pd.read_csv('weekly_pos_inventory_waste.csv') print(d.shape) print(d['week_start'].unique()) print(d['range_type'].unique()) print(d.groupby(['sku','item','range_type'])['cluster_code'].agg(lambda s:sorted(set(s)))) print() print(d.dtypes) "Output
(368, 12) ['2026-04-06' '2026-04-13' '2026-04-20' '2026-04-27' '2026-05-04' '2026-05-11' '2026-05-18' '2026-05-25'] ['Current set' 'Controlled pilot'] sku item range_type GGS-1KFV Egg Salad Croissant Current set [CAM, COM, HWY, MET, RUR] GGS-2VWK Turkey Club Sandwich Current set [CAM, COM, HWY, MET, RUR] GGS-3RZA Caprese Ciabatta Controlled pilot [CAM, COM, MET] GGS-4HBP Turkey Cranberry Sandwich Current set [CAM, COM, HWY, MET, RUR] GGS-5MTC Hummus Veggie Wrap Current set [CAM, COM, HWY, MET, RUR] GGS-6BGH Protein Snack Box Controlled pilot [CAM, COM, HWY, MET, RUR] GGS-7DNL Cobb Salad Current set [CAM, COM, HWY, MET, RUR] GGS-84QJ Chicken Caesar Wrap Current set [CAM, COM, HWY, MET, RUR] GGS-8XUY Spicy Tuna Sushi Roll Controlled pilot [CAM, COM, MET] GGS-9PQL Southwest Chicken Bowl Current se
… 1,986 more characters of output in the raw trajectory.
16Bash33k1
Tool execution only — no assistant text
Bashpython3 << 'EOF' import pandas as pd pd.set_option('display.width',250); pd.set_option('display.max_rows',300) d=pd.read_csv('weekly_pos_inventory_waste.csv') im=pd.read_csv('item_master_unit_economics.csv') d=d.merge(im[['sku','retail_price','unit_cost','shelf_life_days','tray_slots_per_facing','vendor','diet_flag','case_pack','status','role']],on='sku') d['gp_unit']=d.retail_price-d.unit_cost d['gp_sales']=d.net_sales_units*d.gp_unit d['waste_cost']=d.waste_units*d.unit_cost g=d.groupby(['cluster_code','sku','item','range_type']).agg( wks=('week_start','nunique'), sto
Arguments
python3 << 'EOF' import pandas as pd pd.set_option('display.width',250); pd.set_option('display.max_rows',300) d=pd.read_csv('weekly_pos_inventory_waste.csv') im=pd.read_csv('item_master_unit_economics.csv') d=d.merge(im[['sku','retail_price','unit_cost','shelf_life_days','tray_slots_per_facing','vendor','diet_flag','case_pack','status','role']],on='sku') d['gp_unit']=d.retail_price-d.unit_cost d['gp_sales']=d.net_sales_units*d.gp_unit d['waste_cost']=d.waste_units*d.unit_cost g=d.groupby(['cluster_code','sku','item','range_type']).agg( wks=('week_start','nunique'), sto… 983 more characters of arguments in the raw trajectory.
Output
cluster_code sku item range_type stores wks units upsw waste waste_psw waste_rate_of_receipts sell_thru oos_psw gross_gp_psw waste_cost net_gp net_gp_psw CAM GGS-84QJ Chicken Caesar Wrap Current set 11.0 8 598 6.795 23 0.261 0.037 0.955 0.223 24.532 54.74 2104.04 23.910 CAM GGS-6BGH Protein Snack Box Controlled pilot 5.0 8 224 5.600 8 0.200 0.032 0.903 0.235 21.560 23.52 838.88 20.972 CAM GGS-9PQL Southwest Chicken Bowl Current set 11.0 8 406 4.614 28 0.318 0.062 0.906 0.191 20.946 96.60 1746.64 19.848 CAM GGS-2VWK Turkey Club Sandwich Current set 11.0 8 306 3.477 17 0.193 0.053 0.950 0.052 13.388 44.88 1133.22 12.877… 17,754 more characters of output in the raw trajectory.
18I have all five inputs. Let me run the full analysis before building deliverables.70k
I have all five inputs. Let me run the full analysis before building deliverables.
19Bash1
Tool execution only — no assistant text
Bashcd /workspace && python3 -c "import pandas, openpyxl, docx; print('pandas',pandas.__version__,'openpyxl ok','python-docx ok')" 2>&1; mkdir -p /workspace/output /workspace/work (+description)
Arguments
Check libraries and create output dirs
cd /workspace && python3 -c "import pandas, openpyxl, docx; print('pandas',pandas.__version__,'openpyxl ok','python-docx ok')" 2>&1; mkdir -p /workspace/output /workspace/workOutput
pandas 2.3.3 openpyxl ok python-docx ok [stdout] pandas 2.3.3 openpyxl ok python-docx ok [metadata] noOutputExpected: false
21Write74k1
Tool execution only — no assistant text
Write/workspace/work/analysis.py (+content)
Arguments
- file_path
/workspace/work/analysis.py- content
"""Blue Mesa Market - July grab-and-go reset analysis. Builds every number used in the memo and the workbook from the five source files. No supplier projection is ever used as a demand input; it is only reported as variance. """ import pandas as pd, json, os D = '/workspace/data' pd.set_option('display.width', 250) pos = pd.read_csv(f'{D}/weekly_pos_inventory_waste.csv') im = pd.read_csv(f'{D}/item_master_unit_economics.csv') cap = pd.read_csv(f'{D}/store_cluster_capacity.csv') prop= pd.read_csv(f'{D}/buyer_reset_prop
… 8,193 more characters of arguments in the raw trajectory.
Output
File created successfully at: /workspace/work/analysis.py (file state is current in your context — no need to Read it back) [metadata] type: create filePath: /workspace/work/analysis.py content: | """Blue Mesa Market - July grab-and-go reset analysis. Builds every number used in the memo and the workbook from the five source files. No supplier projection is ever used as a demand input; it is only reported as variance. """ import pandas as pd, json, os D = '/workspace/data' pd.set_option('display.width', 250) pos = pd.read_csv(f'{D}/weekly_pos_inventory_waste.csv') im = pd.read_csv(f'{D}/item_master_unit_economics.csv') cap = pd.read_csv(f'{D}/store_cluster_capacity.csv') prop= pd.read_csv(f'{D}/buyer_reset_proposal.csv') WEEKS = pos.week_start.nunique() # 8 weeks of internal history HORIZON = 4 # first four weeks of the reset im['gp_unit'] = (im.retail_price - im.unit_cost).round(2) im['gm_pct'] = im.gp… 8,017 more characters of output in the raw trajectory.
22Bash74k1
Tool execution only — no assistant text
Bashcd /workspace/work && python3 analysis.py (+description)
Arguments
Run reset analysis
cd /workspace/work && python3 analysis.py
Output
=== CAPACITY CHECK === cluster_code cluster_name stores deliveries slots_available proposal_slots proposal_over_under proposal_fits recommended_slots recommended_headroom proposal_items recommended_items MET Metro Core 18 5 12.0 12.0 0.0 Yes 11.5 0.5 7 7 COM Commuter Suburban 26 4 10.0 10.5 0.5 NO - OVER 10.0 0.0 7 6 CAM Campus / Hospital 11 5 10.0 10.5 0.5 NO - OVER 10.0 0.0 7 6 HWY Highway / Travel 15 3 8.0 8.5 0.5 NO - OVER 7.5 0.5 6 5… 5,530 more characters of output in the raw trajectory.
24Write82k1
Tool execution only — no assistant text
Write/workspace/work/analysis2.py (+content)
Arguments
- file_path
/workspace/work/analysis2.py- content
"""Reconciliation, proposal-vs-recommendation comparison, and risk tables.""" import pandas as pd, numpy as np, json exec(open('/workspace/work/analysis.py').read().split("os.makedirs")[0]) # ------------------------------------------------- buyer proposal as a scenario PROP = {} for r in prop.itertuples(): PROP.setdefault(r.cluster_code, {})[r.sku] = int(r.proposed_facings) prop_fin = scenario(PROP, 'Buyer proposal') prop_fin['vendor_support'] = 0.0 prop_fin['net_gp_after_vendor'] = prop_fin.net_gp_before_vendor
… 4,500 more characters of arguments in the raw trajectory.
Output
File created successfully at: /workspace/work/analysis2.py (file state is current in your context — no need to Read it back) [metadata] type: create filePath: /workspace/work/analysis2.py content: | """Reconciliation, proposal-vs-recommendation comparison, and risk tables.""" import pandas as pd, numpy as np, json exec(open('/workspace/work/analysis.py').read().split("os.makedirs")[0]) # ------------------------------------------------- buyer proposal as a scenario PROP = {} for r in prop.itertuples(): PROP.setdefault(r.cluster_code, {})[r.sku] = int(r.proposed_facings) prop_fin = scenario(PROP, 'Buyer proposal') prop_fin['vendor_support'] = 0.0 prop_fin['net_gp_after_vendor'] = prop_fin.net_gp_before_vendor # proposal lines that carry NO internal demand evidence at all noev = [(r.cluster_code, r.sku, names[r.sku]) for r in prop.itertuples() if r.proposed_facings > 0 and not have(r.cluster_code, r.sku)] prop_sum = (prop_fin.groupby('c… 4,325 more characters of output in the raw trajectory.
25Bash82k1
Tool execution only — no assistant text
Bashpython3 analysis2.py (+description)
Arguments
Run reconciliation and risk analysis
python3 analysis2.py
Output
=== PROPOSAL (executable lines only) vs RECOMMENDED, 4 wks === cluster_code items_prop units_4wk_prop gross_gp_prop waste_units_prop waste_cost_prop net_gp_prop items_rec units_4wk_rec gross_gp_rec waste_units_rec waste_cost_rec vendor net_gp_rec net_gp_delta waste_units_delta CAM 7 1246.0 5139.0 96.0 336.0 4803.0 6 1152.0 4607.0 63.0 194.0 154.0 4567.0 -237.0 -33.0 COM 7 2302.0 9458.0 204.0 702.0 8756.0 6 2222.0 8857.0 132.0 403.0 159.0 8612.0 -144.0 -72.0 HWY 5 928.0 3579.0 72.0 210.0 3369.0 5 958.0 3680.0 71.0 202.0 57.0 3535.0 166.0 -2.0 MET… 8,638 more characters of output in the raw trajectory.
27Write87k1
Tool execution only — no assistant text
Write/workspace/work/analysis3.py (+content)
Arguments
- file_path
/workspace/work/analysis3.py- content
"""Apples-to-apples: apply the same signed-terms credit logic to the buyer proposal.""" import pandas as pd, numpy as np exec(open('/workspace/work/analysis.py').read().split("os.makedirs")[0]) PROP = {} for r in prop.itertuples(): PROP.setdefault(r.cluster_code, {})[r.sku] = int(r.proposed_facings) prop_fin = scenario(PROP, 'Buyer proposal') GF = [c for c in cap.cluster_code if cap_i.loc[c,'deliveries_per_week'] >= 4] def credits(df): gs, sc, us, sk = [], [], [], [] for r in df.itertuples(): gs.a
… 2,128 more characters of arguments in the raw trajectory.
Output
File created successfully at: /workspace/work/analysis3.py (file state is current in your context — no need to Read it back) [metadata] type: create filePath: /workspace/work/analysis3.py content: | """Apples-to-apples: apply the same signed-terms credit logic to the buyer proposal.""" import pandas as pd, numpy as np exec(open('/workspace/work/analysis.py').read().split("os.makedirs")[0]) PROP = {} for r in prop.itertuples(): PROP.setdefault(r.cluster_code, {})[r.sku] = int(r.proposed_facings) prop_fin = scenario(PROP, 'Buyer proposal') GF = [c for c in cap.cluster_code if cap_i.loc[c,'deliveries_per_week'] >= 4] def credits(df): gs, sc, us, sk = [], [], [], [] for r in df.itertuples(): gs.append(0.30*r.waste_cost_4wk if (r.sku in ('GGS-5MTC','GGS-3RZA') and r.cluster_code in GF) else 0.0) sc.append(0.40*r.units_4wk if r.sku == 'GGS-3RZA' else 0.0) us.append(0.35*r.units_4wk if r.sku == 'GGS-6BGH' else 0.0)… 1,953 more characters of output in the raw trajectory.
28Bash87k1
Tool execution only — no assistant text
Bashpython3 analysis3.py (+description)
Arguments
Run like-for-like proposal comparison
python3 analysis3.py
Output
cluster_code items_p slots_p units_p gross_gp_p waste_u_p waste_c_p vendor_p net_gp_p items_r slots_r units_r gross_gp_r waste_u_r waste_c_r vendor_r net_gp_r d_net_gp d_waste_u CAM 7 10.5 1245.6 5138.8 96.2 335.6 153.5 4956.7 6 10.0 1152.1 4606.8 63.2 193.7 153.5 4566.6 -390.1 -33.0 COM 7 10.5 2301.6 9458.4 204.3 702.4 251.9 9007.9 6 10.0 2221.5 8856.7 132.1 403.4 158.8 8612.0 -395.8 -72.2 HWY 5 7.5 927.5 3578.6 72.5 209.8 57.2 3426.0 5 7.5 958.0 3679.8 71.0 201.8 57.2 3535.2 109.2 -1.5 MET 7 12.0 1914.0 8125.0 126.0 421.7 273.1 7976.4 7 11.5 1914.0 8125.0 126.0 421.7 273.1 7976.4 0.0 0.0 RUR… 2,146 more characters of output in the raw trajectory.
30Write92k1
Tool execution only — no assistant text
Write/workspace/work/analysis4.py (+content)
Arguments
- file_path
/workspace/work/analysis4.py- content
"""Final tables for the memo + workbook.""" import pandas as pd, numpy as np, json exec(open('/workspace/work/analysis.py').read().split("os.makedirs")[0]) GF = [c for c in cap.cluster_code if cap_i.loc[c,'deliveries_per_week'] >= 4] def credits(df): z = lambda f: [f(r) for r in df.itertuples()] df['gf_shrink'] = z(lambda r: 0.30*r.waste_cost_4wk if (r.sku in ('GGS-5MTC','GGS-3RZA') and r.cluster_code in GF) else 0.0) df['gf_scan'] = z(lambda r: 0.40*r.units_4wk if r.sku=='GGS-3RZA' else 0.0) df['us_scan
… 3,849 more characters of arguments in the raw trajectory.
Output
File created successfully at: /workspace/work/analysis4.py (file state is current in your context — no need to Read it back) [metadata] type: create filePath: /workspace/work/analysis4.py content: | """Final tables for the memo + workbook.""" import pandas as pd, numpy as np, json exec(open('/workspace/work/analysis.py').read().split("os.makedirs")[0]) GF = [c for c in cap.cluster_code if cap_i.loc[c,'deliveries_per_week'] >= 4] def credits(df): z = lambda f: [f(r) for r in df.itertuples()] df['gf_shrink'] = z(lambda r: 0.30*r.waste_cost_4wk if (r.sku in ('GGS-5MTC','GGS-3RZA') and r.cluster_code in GF) else 0.0) df['gf_scan'] = z(lambda r: 0.40*r.units_4wk if r.sku=='GGS-3RZA' else 0.0) df['us_scan'] = z(lambda r: 0.35*r.units_4wk if r.sku=='GGS-6BGH' else 0.0) df['sakura'] = z(lambda r: 0.50*r.waste_cost_4wk if (r.sku=='GGS-8XUY' and r.cluster_code=='MET') else 0.0) df['vendor'] = df[['gf_shrink','gf_scan','us_scan','… 3,674 more characters of output in the raw trajectory.
31Bash92k1
Tool execution only — no assistant text
Bashpython3 analysis4.py (+description)
Arguments
Build final scenario and assortment tables
python3 analysis4.py
Output
=== SCENARIO ROLL-UP, first four weeks, 84 stores === scenario units gross_gp waste_units waste_cost vendor net_gp A. Current set (pre-reset) 6190.0 24309.0 583.0 1688.0 36.0 22657.0 B. Buyer proposal as written 7042.0 28796.0 562.0 1847.0 772.0 27721.0 C. Proposal, signed-terms screen 6832.0 27598.0 473.0 1462.0 772.0 26907.0 D. Recommended 6945.0 27938.0 462.0 1420.0 679.0 27196.0 === FITS CAPACITY? === B. Buyer proposal as written over-capacity clusters: ['COM 10.5/10.0', 'CAM 10.5/10.0', 'HWY 8.5/8.0', 'RUR 7.5/7.0'] C. Proposal, signed-terms screen over-capacity clusters: ['RUR 7.5/7.0'] D. Recommended over-capacity clusters: none === VEGETARIAN RULE === B. Buyer proposal as written fails: ['RUR: none (Egg Salad only)'] C. Proposal, signed-terms screen fails: ['HWY: none (no veg at all)', 'RUR: none (Egg Salad only)'] D. R… 17,270 more characters of output in the raw trajectory.
33Bash97k1
Tool execution only — no assistant text
Bashpython3 -c " exec(open('analysis.py').read().split('os.makedirs')[0]) import pandas as pd for s,lbl in [('GGS-1KFV','Egg Salad Croissant'),('GGS-4HBP','Turkey Cranberry Sandwich'),('GGS-7DNL','Cobb Salad (HWY+RUR only)')]: sub=perf[perf.sku==s] if 'HWY' in lbl: sub=sub[sub.cluster_code.isin(['HWY','RUR'])] u=(sub.units_psw*sub.cluster_stores*4).sum(); w=(sub.waste_psw*sub.cluster_stores*4).sum() wc=(sub.waste_psw*sub.cluster_stores*4*sub.unit_cost).sum(); gp=(sub.net_gp_psw*sub.cluster_stores*4).sum() print(f'{lbl:34s} 4wk: units {u:6.0f} waste {w:5.0f
Arguments
python3 -c " exec(open('analysis.py').read().split('os.makedirs')[0]) import pandas as pd for s,lbl in [('GGS-1KFV','Egg Salad Croissant'),('GGS-4HBP','Turkey Cranberry Sandwich'),('GGS-7DNL','Cobb Salad (HWY+RUR only)')]: sub=perf[perf.sku==s] if 'HWY' in lbl: sub=sub[sub.cluster_code.isin(['HWY','RUR'])] u=(sub.units_psw*sub.cluster_stores*4).sum(); w=(sub.waste_psw*sub.cluster_stores*4).sum() wc=(sub.waste_psw*sub.cluster_stores*4*sub.unit_cost).sum(); gp=(sub.net_gp_psw*sub.cluster_stores*4).sum() print(f'{lbl:34s} 4wk: units {u:6.0f} waste {w:5.0f… 841 more characters of arguments in the raw trajectory.
Output
Egg Salad Croissant 4wk: units 373 waste 98u $ 222 netGP forgone $ 975 avg waste rate 20.2% Turkey Cranberry Sandwich 4wk: units 304 waste 85u $ 251 netGP forgone $ 856 avg waste rate 21.2% Cobb Salad (HWY+RUR only) 4wk: units 106 waste 26u $ 99 netGP forgone $ 405 avg waste rate 20.1% sku item u w r waste_rate sell_thru GGS-1KFV Egg Salad Croissant 746 195 967 0.202 0.771 GGS-2VWK Turkey Club Sandwich 2688 118 2796 0.042 0.961 GGS-3RZA Caprese Ciabatta 477 53 551 0.096 0.866 GGS-4HBP Turkey Cranberry Sandwich 608 170 802 0.212 0.758 GGS-5MTC Hummus Veggie Wrap 1377 162 1546 0.105 0.891 GGS-6BGH Protein Snack Box 938 38 1022 0.037 0.918 GGS-7DNL Cobb Salad 1458 168 1637 0.103 0.891 GGS-84QJ Chicken Caesar Wrap 3393 158 3568 0.044… 1,720 more characters of output in the raw trajectory.
35I have the full analysis. Now let me build the deliverables.98k
I have the full analysis. Now let me build the deliverables.
36user{"type": "text", "text": "Base directory for this skill: /logs/agent/sessions/skills/xlsx\n\n# Requirements for Outputs\…
{"type": "text", "text": "Base directory for this skill: /logs/agent/sessions/skills/xlsx\n\n# Requirements for Outputs\n\n## All Excel files\n\n### Professional Font\n- Use a consistent, professional font (e.g., Arial, Times New Roman) for all deliverables unless otherwise instructed by the user\n\n### Zero Formula Errors\n- Every Excel model MUST be delivered with ZERO formula errors (#REF!, #DIV/0!, #VALUE!, #N/A, #NAME?)\n\n### Preserve Existing Templates (when updating templates)\n- Study and EXACTLY match existing format, style, and conventions when modifying files\n- Never impose standardized formatting on files with established patterns\n- Existing template conventions ALWAYS override these guidelines\n\n## Financial models\n\n### Color Coding Standards\nUnless otherwise stated by the user or existing template\n\n#### Industry-Standard Color Conventions\n- Blue text (RGB: 0,0,255): Hardcoded inputs, and numbers users will change for scenarios\n- Black text (RGB: 0,0,0): ALL formulas and calculations\n- Green text (RGB: 0,128,0): Links pulling from other worksheets within same workbook\n- Red text (RGB: 255,0,0): External links to other files\n- Yellow background (RGB: 255,255,0): Key assumptions needing attention or cells that need to be updated\n\n### Number Formatting Standards\n\n#### Required Format Rules\n- Years: Format as text strings (e.g., "2024" not "2,024")\n- Currency: Use $#,##0 format; ALWAYS specify units in headers ("Revenue ($mm)")\n- Zeros: Use number formatting to make all zeros "-", including percentages (e.g., "$#,##0;($#,##0);-")\n- Percentages: Default to 0.0% format (one decimal)\n- Multiples: Format as 0.0x for valuation multiples (EV/EBITDA, P/E)\n- Negative numbers: Use parentheses (123) not minus -123\n\n### Formula Construction Rules\n\n#### Assumptions Placement\n- Place ALL assumptions (growth rates, margins, multiples, etc.) in separate assumption cells\n- Use cell referenc
… 8,847 more characters in the raw trajectory.
37Skill1
Tool execution only — no assistant text
Skillxlsx
Arguments
xlsx
Output
Launching skill: xlsx [metadata] success: true commandName: xlsx
39Write135k1
Tool execution only — no assistant text
Write/workspace/work/build_xlsx.py (+content)
Arguments
- file_path
/workspace/work/build_xlsx.py- content
import pandas as pd, numpy as np from openpyxl import Workbook from openpyxl.styles import Font, PatternFill, Alignment, Border, Side from openpyxl.utils import get_column_letter as CL from openpyxl.worksheet.table import Table, TableStyleInfo D='/workspace/data' pos=pd.read_csv(f'{D}/weekly_pos_inventory_waste.csv'); im=pd.read_csv(f'{D}/item_master_unit_economics.csv') cap=pd.read_csv(f'{D}/store_cluster_capacity.csv'); prop=pd.read_csv(f'{D}/buyer_reset_proposal.csv') ci=cap.set_index('cluster_code'); names=im.set_index('
… 55,465 more characters of arguments in the raw trajectory.
Output
File created successfully at: /workspace/work/build_xlsx.py (file state is current in your context — no need to Read it back) [metadata] type: create filePath: /workspace/work/build_xlsx.py content: | import pandas as pd, numpy as np from openpyxl import Workbook from openpyxl.styles import Font, PatternFill, Alignment, Border, Side from openpyxl.utils import get_column_letter as CL from openpyxl.worksheet.table import Table, TableStyleInfo D='/workspace/data' pos=pd.read_csv(f'{D}/weekly_pos_inventory_waste.csv'); im=pd.read_csv(f'{D}/item_master_unit_economics.csv') cap=pd.read_csv(f'{D}/store_cluster_capacity.csv'); prop=pd.read_csv(f'{D}/buyer_reset_proposal.csv') ci=cap.set_index('cluster_code'); names=im.set_index('sku').item.to_dict() slots=im.set_index('sku').tray_slots_per_facing.to_dict() agg=(pos.groupby(['cluster_code','sku','range_type']) .agg(stores=('stores_ranged','mean'),weeks=('week_start','nunique'),units=('net_sales_units','sum')… 55,291 more characters of output in the raw trajectory.
40Bash135k1
Tool execution only — no assistant text
Bashpython3 build_xlsx.py (+description)
Arguments
Build decision workbook
python3 build_xlsx.py
Output
Exit code 1 Traceback (most recent call last): File "/workspace/work/build_xlsx.py", line 178, in <module> for j,(v,f,fm) in enumerate(vals,1): put(ws,r,j,v,f,fm,band) ^^^^^^^^^^^^^^^^^^^^^^^ File "/workspace/work/build_xlsx.py", line 63, in put x=ws.cell(r,c,v); x.font=font ^^^^^^^^^^^^^^ 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 cluster_code MET sku GGS-1KFV range_type Current set stores… 978 more characters of output in the raw trajectory.
42Bash136k1
Tool execution only — no assistant text
Bashpython3 - <<'EOF' import re p='build_xlsx.py'; s=open(p).read() s=s.replace("(rr.item,BLACK,None)","(rr['item'],BLACK,None)") s=s.replace(" put(ws,r,28).font=BOLD; ws.cell(r,29).font=BOLD"," ws.cell(r,28).font=BOLD; ws.cell(r,29).font=BOLD") s=s.replace("agg['key']=agg.cluster_code+'|'+agg.sku","agg['key']=agg.cluster_code+'|'+agg.sku\nAK=agg.set_index('key')") s=s.replace("agg.set_index('key').loc[","AK.loc[") s=s.replace("if k not in agg.set_index('key').index: continue","if k not in AK.index: continue") open(p,'w').write(s) EOF python3 build_
Arguments
python3 - <<'EOF' import re p='build_xlsx.py'; s=open(p).read() s=s.replace("(rr.item,BLACK,None)","(rr['item'],BLACK,None)") s=s.replace(" put(ws,r,28).font=BOLD; ws.cell(r,29).font=BOLD"," ws.cell(r,28).font=BOLD; ws.cell(r,29).font=BOLD") s=s.replace("agg['key']=agg.cluster_code+'|'+agg.sku","agg['key']=agg.cluster_code+'|'+agg.sku\nAK=agg.set_index('key')") s=s.replace("agg.set_index('key').loc[","AK.loc[") s=s.replace("if k not in agg.set_index('key').index: continue","if k not in AK.index: continue") open(p,'w').write(s) EOF python3 build_… 50 more characters of arguments in the raw trajectory.
Output
saved [stdout] saved [metadata] noOutputExpected: false
43Now recalculating formulas and checking for errors:137k
Now recalculating formulas and checking for errors:
44Bash1
Tool execution only — no assistant text
Bashcd /workspace && python3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py /workspace/output/reset_decision_workbook.xlsx 180 (+description)
Arguments
Recalculate workbook formulas
cd /workspace && python3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py /workspace/output/reset_decision_workbook.xlsx 180
Output
{ "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1397 } [stdout] { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1397 } [metadata] noOutputExpected: false46Bash137k1
Tool execution only — no assistant text
Bashpython3 -c " import openpyxl wb=openpyxl.load_workbook('output/reset_decision_workbook.xlsx',data_only=True) print(wb.sheetnames) ws=wb['Four-Week Economics'] for r in range(5,50): a=ws.cell(r,3).value if a and 'TOTAL' in str(a).upper() or (a and 'total' in str(a)): print(f'r{r}', a, [ws.cell(r,c).value for c in (7,8,9,10,11,16)]) print() ws=wb['Scenario Comparison'] for r in range(3,9): print([ws.cell(r,c).value for c in range(1,11)]) print() ws=wb['Capacity Check'] for r in range(3,11): print([ws.cell(r,c).value for c in range(1,12)]) "
Arguments
python3 -c " import openpyxl wb=openpyxl.load_workbook('output/reset_decision_workbook.xlsx',data_only=True) print(wb.sheetnames) ws=wb['Four-Week Economics'] for r in range(5,50): a=ws.cell(r,3).value if a and 'TOTAL' in str(a).upper() or (a and 'total' in str(a)): print(f'r{r}', a, [ws.cell(r,c).value for c in (7,8,9,10,11,16)]) print() ws=wb['Scenario Comparison'] for r in range(3,9): print([ws.cell(r,c).value for c in range(1,11)]) print() ws=wb['Capacity Check'] for r in range(3,11): print([ws.cell(r,c).value for c in range(1,12)]) "… 39 more characters of arguments in the raw trajectory.
Output
['Read Me', 'Assumptions', 'Item Economics (8wk)', 'Cluster Final Assortment', 'Proposal Reconciliation', 'Capacity Check', 'Four-Week Economics', 'Scenario Comparison', 'Vendor Terms Applied', 'Supplier vs Actual'] r12 MET total [1914, 8125.01, 126, 421.72, 7703.29, 7976.37] r19 COM total [2221.5, 8856.665, 132.125, 403.4275, 8453.2375, 8612.025] r26 CAM total [1152.1, 4606.763, 63.2, 193.732, 4413.031, 4566.558] r32 HWY total [958, 3679.82, 71, 201.805, 3478.015, 3535.24] r38 RUR total [699.25, 2669.3675, 69.25, 199.53, 2469.8375, 2505.975] r39 CHAIN TOTAL - 84 stores, four weeks [6944.85, 27937.6255, 461.575, 1420.2145, 26517.411, 27196.168] ['Scenario', 'Units', 'Gross GP', 'Waste units', 'Waste cost', 'Vendor support', 'Net GP', 'Net GP vs today', 'Waste units vs today', 'Executable?'] ['A. Current set, pre-reset (7 items, all clusters)', 6190.5, 24309.245, 583, 1688.435, 36.3, 22657.11, 0, 0, 'Baseline'] ['B. Buyer proposal as written', 7042.475, 28795.72175, 562.283333333333,
… 3,498 more characters of output in the raw trajectory.
48Bash139k1
Tool execution only — no assistant text
Bashpython3 -c " import openpyxl wb=openpyxl.load_workbook('output/reset_decision_workbook.xlsx',data_only=True) ws=wb['Proposal Reconciliation'] print('recon totals row:',[ws.cell(54,c).value for c in (3,5,6,7,8)]) ws=wb['Cluster Final Assortment'] for r in range(4,60): v=ws.cell(r,3).value if v and 'total' in str(v): print(r,v,[ws.cell(r,c).value for c in (7,9,14,15)]) print('--- rule checks ---') for r in range(46,60): if ws.cell(r,1).value and ' - ' in str(ws.cell(r,1).value): print([ws.cell(r,c).value for c in range(1,12)]) print() ws=wb['Supplier vs Actu
Arguments
python3 -c " import openpyxl wb=openpyxl.load_workbook('output/reset_decision_workbook.xlsx',data_only=True) ws=wb['Proposal Reconciliation'] print('recon totals row:',[ws.cell(54,c).value for c in (3,5,6,7,8)]) ws=wb['Cluster Final Assortment'] for r in range(4,60): v=ws.cell(r,3).value if v and 'total' in str(v): print(r,v,[ws.cell(r,c).value for c in (7,9,14,15)]) print('--- rule checks ---') for r in range(46,60): if ws.cell(r,1).value and ' - ' in str(ws.cell(r,1).value): print([ws.cell(r,c).value for c in range(1,12)]) print() ws=wb['Supplier vs Actu… 274 more characters of arguments in the raw trajectory.
Output
recon totals row: ['Totals', 43, '34 A / 7 C / 9 R', 41, -3.5] 12 MET total - 7 items [10, 11.5, 106.990138888889, 9.30349033816425] 21 COM total - 6 items [9, 10, 81.2811298076923, 8.12811298076923] 30 CAM total - 6 items [9, 10, 100.296159090909, 10.0296159090909] 38 HWY total - 5 items [7, 7.5, 57.9669166666667, 7.72892222222222] 46 RUR total - 5 items [6, 6.5, 44.1042410714286, 6.78526785714286] --- rule checks --- ['MET - Metro Core', 11.5, 12, 0.5, 'PASS', 'Caprese Ciabatta', 'Spicy Tuna Sushi Roll (Metro route M-11 only)', 'Caprese Ciabatta', 5, 'No', 'No'] ['COM - Commuter Suburban', 10, 10, 0, 'PASS', 'Hummus Veggie Wrap', 'None', 'Hummus Veggie Wrap', 4, 'No', 'No'] ['CAM - Campus / Hospital', 10, 10, 0, 'PASS', 'Caprese Ciabatta', 'None', 'Caprese Ciabatta', 5, 'No', 'No'] ['HWY - Highway / Travel', 7.5, 8, 0.5, 'PASS', 'Hummus Veggie Wrap', 'None', 'Hummus Veggie Wrap', 3, 'No', 'No'] ['RUR - Rural North', 6.5, 7, 0.5, 'PASS', 'Hummus Veggie Wrap', 'None', 'Hummus
… 5,592 more characters of output in the raw trajectory.
50Workbook verified — zero formula errors, all values reconcile. Now the memo.141k
Workbook verified — zero formula errors, all values reconcile. Now the memo.
51user{"type": "text", "text": "Base directory for this skill: /logs/agent/sessions/skills/docx\n\n# DOCX creation, editing, a…
{"type": "text", "text": "Base directory for this skill: /logs/agent/sessions/skills/docx\n\n# DOCX creation, editing, and analysis\n\n## Overview\n\nA .docx file is a ZIP archive containing XML files.\n\n## Quick Reference\n\n| Task | Approach |\n|------|----------|\n| Read/analyze content |
pandocor unpack for raw XML |\n| Create new document | Usedocx-js- see Creating New Documents below |\n| Edit existing document | Unpack → edit XML → repack - see Editing Existing Documents below |\n\n### Converting .doc to .docx\n\nLegacy.docfiles must be converted before editing:\n\nbash\npython scripts/office/soffice.py --headless --convert-to docx document.doc\n\n\n### Reading Content\n\nbash\n# Text extraction with tracked changes\npandoc --track-changes=all document.docx -o output.md\n\n# Raw XML access\npython scripts/office/unpack.py document.docx unpacked/\n\n\n### Converting to Images\n\nbash\npython scripts/office/soffice.py --headless --convert-to pdf document.docx\npdftoppm -jpeg -r 150 document.pdf page\n\n\n### Accepting Tracked Changes\n\nTo produce a clean document with all tracked changes accepted (requires LibreOffice):\n\nbash\npython scripts/accept_changes.py input.docx output.docx\n\n\n---\n\n## Creating New Documents\n\nGenerate .docx files with JavaScript, then validate. Install:npm install -g docx\n\n### Setup\n```javascript\nconst { Document, Packer, Paragraph, TextRun, Table, TableRow, TableCell, ImageRun,\n Header, Footer, AlignmentType, PageOrientation, LevelFormat, ExternalHyperlink,\n InternalHyperlink, Bookmark, FootnoteReferenceRun, PositionalTab,\n PositionalTabAlignment, PositionalTabRelativeTo, PositionalTabLeader,\n TabStopType, TabStopPosition, Column, SectionType,\n TableOfContents, HeadingLevel, BorderStyle, WidthType, ShadingType,\n VerticalAlign, PageNumber, PageBreak } = require('docx');\n\nconst doc = new Document({ sections: [{ children: [/* content */] }… 18,094 more characters in the raw trajectory.
52Skill1
Tool execution only — no assistant text
Skilldocx
Arguments
docx
Output
Launching skill: docx [metadata] success: true commandName: docx
53Bash150k1
Tool execution only — no assistant text
Bashcd /workspace/work && (npm ls -g docx 2>/dev/null | head -3; node -e "require('docx');console.log('docx ok')" 2>&1 | tail -1) (+description)
Arguments
Check docx npm availability
cd /workspace/work && (npm ls -g docx 2>/dev/null | head -3; node -e "require('docx');console.log('docx ok')" 2>&1 | tail -1)Output
/bin/bash: line 1: node: command not found [stdout] /bin/bash: line 1: node: command not found [metadata] noOutputExpected: false
55Bash154k1
Tool execution only — no assistant text
Bashpython3 -c " exec(open('analysis.py').read().split('os.makedirs')[0]) import pandas as pd GF=[c for c in cap.cluster_code if cap_i.loc[c,'deliveries_per_week']>=4] tot={'gf_shrink':0,'gf_scan':0,'us_scan':0,'sakura':0} for c,d in REC.items(): st=int(cap_i.loc[c,'store_count']) for s,f in d.items(): r=K(c,s); u=r.units_psw*st*4; w=r.waste_psw*st*4; wc=w*r.unit_cost if s in ('GGS-5MTC','GGS-3RZA') and c in GF: tot['gf_shrink']+=0.30*wc if s=='GGS-3RZA': tot['gf_scan']+=0.40*u if s=='GGS-6BGH': tot['us_scan']+=0.35*u if s=='
Arguments
python3 -c " exec(open('analysis.py').read().split('os.makedirs')[0]) import pandas as pd GF=[c for c in cap.cluster_code if cap_i.loc[c,'deliveries_per_week']>=4] tot={'gf_shrink':0,'gf_scan':0,'us_scan':0,'sakura':0} for c,d in REC.items(): st=int(cap_i.loc[c,'store_count']) for s,f in d.items(): r=K(c,s); u=r.units_psw*st*4; w=r.waste_psw*st*4; wc=w*r.unit_cost if s in ('GGS-5MTC','GGS-3RZA') and c in GF: tot['gf_shrink']+=0.30*wc if s=='GGS-3RZA': tot['gf_scan']+=0.40*u if s=='GGS-6BGH': tot['us_scan']+=0.35*u if s=='… 1,288 more characters of arguments in the raw trajectory.
Output
{'gf_shrink': 46, 'gf_scan': 149, 'us_scan': 425, 'sakura': 58} sum 679 MET sushi net GP w/ credit per store-wk 17.13 -> per slot 11.42 MET Caprese Ciabatta 3.17 u waste 8.2% ST 89.1% netGP/store-wk $ 11.41 /slot $ 11.41 MET Hummus Veggie Wrap 1.96 u waste 7.8% ST 91.3% netGP/store-wk $ 6.47 /slot $ 6.47 COM Caprese Ciabatta 1.83 u waste 16.2% ST 82.4% netGP/store-wk $ 6.00 /slot $ 6.00 COM Hummus Veggie Wrap 2.18 u waste 8.7% ST 91.7% netGP/store-wk $ 7.16 /slot $ 7.16 CAM Caprese Ciabatta 3.30 u waste 5.9% ST 86.3% netGP/store-wk $ 12.14 /slot $ 12.14 CAM Hummus Veggie Wrap 3.10 u waste 7.2% ST 94.1% netGP/store-wk $ 10.33 /slot $ 10.33 HWY Hummus Veggie Wrap 1.63 u waste 15.1% ST 82.0% netGP/store-wk $ 4.96 /slot $ 4.96 RUR Hummus Veggie Wrap 1.54 u waste 17.8% ST 80.8% netGP/store-wk $ 4.50 /slot $ 4.50 HWY Turkey Cranberry Sandwich 1.12 u… 2,338 more characters of output in the raw trajectory.
56Now building the memo.169k
Now building the memo.
57Write1
Tool execution only — no assistant text
Write/workspace/work/build_docx.py (+content)
Arguments
- file_path
/workspace/work/build_docx.py- content
from docx import Document from docx.shared import Pt, Inches, RGBColor, Emu from docx.enum.text import WD_ALIGN_PARAGRAPH, WD_LINE_SPACING from docx.enum.table import WD_TABLE_ALIGNMENT from docx.enum.section import WD_SECTION from docx.oxml.ns import qn from docx.oxml import OxmlElement NAVY='1F3864'; STEEL='44688F'; GREY='767171'; RED='C00000'; ORANGE='C55A11'; GREEN='2E7D32' BAND='EDF1F7'; GRNF='E2EFDA'; AMBF='FFF0DC'; REDF='FCE4E4' CW=Inches(6.5) doc=Document() st=doc.styles['Normal']; st.font.name='Arial'; st.font.size
… 29,546 more characters of arguments in the raw trajectory.
Output
File created successfully at: /workspace/work/build_docx.py (file state is current in your context — no need to Read it back) [metadata] type: create filePath: /workspace/work/build_docx.py content: | from docx import Document from docx.shared import Pt, Inches, RGBColor, Emu from docx.enum.text import WD_ALIGN_PARAGRAPH, WD_LINE_SPACING from docx.enum.table import WD_TABLE_ALIGNMENT from docx.enum.section import WD_SECTION from docx.oxml.ns import qn from docx.oxml import OxmlElement NAVY='1F3864'; STEEL='44688F'; GREY='767171'; RED='C00000'; ORANGE='C55A11'; GREEN='2E7D32' BAND='EDF1F7'; GRNF='E2EFDA'; AMBF='FFF0DC'; REDF='FCE4E4' CW=Inches(6.5) doc=Document() st=doc.styles['Normal']; st.font.name='Arial'; st.font.size=Pt(10) st.element.rPr.rFonts.set(qn('w:eastAsia'),'Arial') st.paragraph_format.space_after=Pt(6); st.paragraph_format.line_spacing=1.08 for s in doc.sections: s.page_width=Inches(8.5); s.page_height=Inches(11) s.left_margin=s.ri… 29,372 more characters of output in the raw trajectory.
58Bash169k1
Tool execution only — no assistant text
Bashpython3 build_docx.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx (+description)
Arguments
Build and validate memo
python3 build_docx.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx
Output
Exit code 1 saved FAILED - Found NEW validation errors: word/document.xml: 1 new error(s) - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}pBdr': This element is not expected. Expected is one of ( {http://schemas.openxmlformats.org/wordprocessingml/2006/main}ind, {http://schemas.openxmlformats.org/wordprocessingml/20... word/settings.xml: 1 new error(s) - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}zoom': The attribute '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}percent' is required but missing. Paragraphs: 0 → 578 (+578) [error] tool reported failure60Bash171k1
Tool execution only — no assistant text
Bashpython3 - <<'EOF' p='build_docx.py'; s=open(p).read() s=s.replace(""" b.append(bo); pPr.append(b)""", """ b.append(bo) pPr.insert_element_before(b,'w:shd','w:tabs','w:suppressAutoHyphens','w:kinsoku','w:wordWrap', 'w:overflowPunct','w:topLinePunct','w:autoSpaceDE','w:autoSpaceDN','w:bidi','w:adjustRightInd', 'w:snapToGrid','w:spacing','w:ind','w:contextualSpacing','w:mirrorIndents','w:suppressOverlap', 'w:jc','w:textDirection','w:textAlignment','w:textboxTightWrap','w:outlineLvl','w:divId', 'w:cnfStyle','w:rPr','w:sectPr','
Arguments
python3 - <<'EOF' p='build_docx.py'; s=open(p).read() s=s.replace(""" b.append(bo); pPr.append(b)""", """ b.append(bo) pPr.insert_element_before(b,'w:shd','w:tabs','w:suppressAutoHyphens','w:kinsoku','w:wordWrap', 'w:overflowPunct','w:topLinePunct','w:autoSpaceDE','w:autoSpaceDN','w:bidi','w:adjustRightInd', 'w:snapToGrid','w:spacing','w:ind','w:contextualSpacing','w:mirrorIndents','w:suppressOverlap', 'w:jc','w:textDirection','w:textAlignment','w:textboxTightWrap','w:outlineLvl','w:divId', 'w:cnfStyle','w:rPr','w:sectPr','… 519 more characters of arguments in the raw trajectory.
Output
saved Paragraphs: 0 → 578 (+578) All validations PASSED! [stdout] saved Paragraphs: 0 → 578 (+578) All validations PASSED! [metadata] noOutputExpected: false
62Bash176k1
Tool execution only — no assistant text
Bashpython3 - <<'EOF' p='build_docx.py'; s=open(p).read() s=s.replace("""t=doc.add_table(rows=4,cols=2); t.autofit=False meta=[('To','L. Moreno, Senior Merchant - Prepared Foods'),""", """t=doc.add_table(rows=5,cols=2); t.autofit=False meta=[('Date','June 19, 2026 - for the Monday line review'), ('To','L. Moreno, Senior Merchant - Prepared Foods'),""") open(p,'w').write(s) EOF python3 build_docx.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx && python3 /logs/agent/sessions/skills/docx/scri
Arguments
python3 - <<'EOF' p='build_docx.py'; s=open(p).read() s=s.replace("""t=doc.add_table(rows=4,cols=2); t.autofit=False meta=[('To','L. Moreno, Senior Merchant - Prepared Foods'),""", """t=doc.add_table(rows=5,cols=2); t.autofit=False meta=[('Date','June 19, 2026 - for the Monday line review'), ('To','L. Moreno, Senior Merchant - Prepared Foods'),""") open(p,'w').write(s) EOF python3 build_docx.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx && python3 /logs/agent/sessions/skills/docx/scri… 298 more characters of arguments in the raw trajectory.
Output
saved Paragraphs: 0 → 580 (+580) All validations PASSED! /workspace/work/pg-01.jpg /workspace/work/pg-02.jpg /workspace/work/pg-03.jpg /workspace/work/pg-04.jpg /workspace/work/pg-05.jpg /workspace/work/pg-06.jpg /workspace/work/pg-07.jpg /workspace/work/pg-08.jpg /workspace/work/pg-09.jpg /workspace/work/pg-10.jpg [stdout] saved Paragraphs: 0 → 580 (+580) All validations PASSED! /workspace/work/pg-01.jpg /workspace/work/pg-02.jpg /workspace/work/pg-03.jpg /workspace/work/pg-04.jpg /workspace/work/pg-05.jpg /workspace/work/pg-06.jpg /workspace/work/pg-07.jpg /workspace/work/pg-08.jpg /workspace/work/pg-09.jpg /workspace/work/pg-10.jpg [metadata] noOutputExpected: false
63Read176k1
Tool execution only — no assistant text
Read/workspace/work/pg-01.jpg
Arguments
/workspace/work/pg-01.jpg
Output
type: image source: type: base64 data: 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
… 362,085 more characters of output in the raw trajectory.
65Bash178k1
Tool execution only — no assistant text
Bashfc-list : family 2>/dev/null | tr ',' '\n' | sort -u | head -40; echo "---"; python3 -c " import docx,zipfile z=zipfile.ZipFile('/workspace/output/grab_go_reset_memo.docx') x=z.read('word/styles.xml').decode() import re i=x.find('w:styleId=\"Normal\"'); print(x[i-80:i+500]) " (+description)
Arguments
Check installed fonts and Normal style XML
fc-list : family 2>/dev/null | tr ',' '\n' | sort -u | head -40; echo "---"; python3 -c " import docx,zipfile z=zipfile.ZipFile('/workspace/output/grab_go_reset_memo.docx') x=z.read('word/styles.xml').decode() import re i=x.find('w:styleId=\"Normal\"'); print(x[i-80:i+500]) "Output
DejaVu Sans DejaVu Sans Mono DejaVu Serif OpenSymbol --- ="39" w:qFormat="1"/></w:latentStyles><w:style w:type="paragraph" w:default="1" w:styleId="Normal"><w:name w:val="Normal"/><w:qFormat/><w:rsid w:val="00FC693F"/><w:pPr><w:spacing w:after="120" w:line="259" w:lineRule="auto"/></w:pPr><w:rPr><w:rFonts w:ascii="Arial" w:hAnsi="Arial" w:eastAsia="Arial"/><w:sz w:val="20"/></w:rPr></w:style><w:style w:type="paragraph" w:styleId="Header"><w:name w:val="header"/><w:basedOn w:val="Normal"/><w:link w:val="HeaderChar"/><w:uiPriority w:val="99"/><w:unhideWhenUsed/><w:rsid w:val="00E618BF"/><w:pPr><w:tabs><w:tab w:val="center" w:pos="4 [stdout] DejaVu Sans DejaVu Sans Mono DejaVu Serif OpenSymbol --- ="39" w:qFormat="1"/></w:latentStyles><w:style w:type="paragraph" w:default="1" w:styleId="Normal"><w:name w:val="Normal"/><w:qFormat/><w:rsid w:val="00FC693F"/><w:pPr><w:spacing w:after="120" w:line="259" w:lineRule="auto"/></w:pPr><w:rPr><w:rFonts w:ascii="Arial" w:hAnsi="Arial" w:eastAsia="A
… 324 more characters of output in the raw trajectory.
67Arial is correctly embedded in the XML (the preview renderer only has DejaVu, so it substitutes). Fixing the table layou…181k
Arial is correctly embedded in the XML (the preview renderer only has DejaVu, so it substitutes). Fixing the table layout, which isn't honoring column widths:
68Bash1
Tool execution only — no assistant text
Bashpython3 - <<'PYEOF' p='build_docx.py'; s=open(p).read() s=s.replace("""def table(headers,rows,widths,fontsize=8.5,hdrfill=STEEL,rowfills=None,cellfills=None,aligns=None,caption=None): t=doc.add_table(rows=1,cols=len(headers)); t.alignment=WD_TABLE_ALIGNMENT.LEFT t.autofit=False; t.style='Table Grid' tot=sum(widths)""", """def fixlayout(t,widths): tot=sum(widths); px=[int(CW*w/tot) for w in widths] px[-1]=int(CW)-sum(px[:-1]) tblPr=t._tbl.tblPr for tag in ('w:tblW','w:tblLayout'): for e in tblPr.findall(qn(tag)): tblPr.remove(e
Arguments
python3 - <<'PYEOF' p='build_docx.py'; s=open(p).read() s=s.replace("""def table(headers,rows,widths,fontsize=8.5,hdrfill=STEEL,rowfills=None,cellfills=None,aligns=None,caption=None): t=doc.add_table(rows=1,cols=len(headers)); t.alignment=WD_TABLE_ALIGNMENT.LEFT t.autofit=False; t.style='Table Grid' tot=sum(widths)""", """def fixlayout(t,widths): tot=sum(widths); px=[int(CW*w/tot) for w in widths] px[-1]=int(CW)-sum(px[:-1]) tblPr=t._tbl.tblPr for tag in ('w:tblW','w:tblLayout'): for e in tblPr.findall(qn(tag)): tblPr.remove(e… 2,478 more characters of arguments in the raw trajectory.
Output
saved FAILED - Found NEW validation errors: word/document.xml: 1 new error(s) - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}tblW': This element is not expected. Expected is one of ( {http://schemas.openxmlformats.org/wordprocessingml/2006/main}tblCaption, {http://schemas.openxmlformats.org/wordprocessi... Paragraphs: 0 → 580 (+580) 10 [stdout] saved FAILED - Found NEW validation errors: word/document.xml: 1 new error(s) - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}tblW': This element is not expected. Expected is one of ( {http://schemas.openxmlformats.org/wordprocessingml/2006/main}tblCaption, {http://schemas.openxmlformats.org/wordprocessi... Paragraphs: 0 → 580 (+580) 10 [metadata] noOutputExpected: false70Bash183k1
Tool execution only — no assistant text
Bashpython3 - <<'PYEOF' p='build_docx.py'; s=open(p).read() s=s.replace(""" w=OxmlElement('w:tblW'); w.set(qn('w:w'),str(int(CW/635))); w.set(qn('w:type'),'dxa'); tblPr.append(w) lay=OxmlElement('w:tblLayout'); lay.set(qn('w:type'),'fixed'); tblPr.append(lay)""", """ w=OxmlElement('w:tblW'); w.set(qn('w:w'),str(int(CW/635))); w.set(qn('w:type'),'dxa') tblPr.insert_element_before(w,'w:jc','w:tblCellSpacing','w:tblInd','w:tblBorders','w:shd', 'w:tblLayout','w:tblCellMar','w:tblLook','w:tblCaption','w:tblDescription','w:tblPrChange') lay=OxmlEleme
Arguments
python3 - <<'PYEOF' p='build_docx.py'; s=open(p).read() s=s.replace(""" w=OxmlElement('w:tblW'); w.set(qn('w:w'),str(int(CW/635))); w.set(qn('w:type'),'dxa'); tblPr.append(w) lay=OxmlElement('w:tblLayout'); lay.set(qn('w:type'),'fixed'); tblPr.append(lay)""", """ w=OxmlElement('w:tblW'); w.set(qn('w:w'),str(int(CW/635))); w.set(qn('w:type'),'dxa') tblPr.insert_element_before(w,'w:jc','w:tblCellSpacing','w:tblInd','w:tblBorders','w:shd', 'w:tblLayout','w:tblCellMar','w:tblLook','w:tblCaption','w:tblDescription','w:tblPrChange') lay=OxmlEleme… 747 more characters of arguments in the raw trajectory.
Output
saved Paragraphs: 0 → 580 (+580) All validations PASSED! 8 [stdout] saved Paragraphs: 0 → 580 (+580) All validations PASSED! 8 [metadata] noOutputExpected: false
71Read183k1
Tool execution only — no assistant text
Read/workspace/work/pg-01.jpg
Arguments
/workspace/work/pg-01.jpg
Output
File does not exist. Note: your current working directory is /workspace/work. [error] tool reported failure
72Bash183k1
Tool execution only — no assistant text
Bashls /workspace/work/*.jpg (+description)
Arguments
List rendered pages
ls /workspace/work/*.jpg
Output
/workspace/work/pg-1.jpg /workspace/work/pg-2.jpg /workspace/work/pg-3.jpg /workspace/work/pg-4.jpg /workspace/work/pg-5.jpg /workspace/work/pg-6.jpg /workspace/work/pg-7.jpg /workspace/work/pg-8.jpg [stdout] /workspace/work/pg-1.jpg /workspace/work/pg-2.jpg /workspace/work/pg-3.jpg /workspace/work/pg-4.jpg /workspace/work/pg-5.jpg /workspace/work/pg-6.jpg /workspace/work/pg-7.jpg /workspace/work/pg-8.jpg [metadata] noOutputExpected: false
73Read183k1
Tool execution only — no assistant text
Read/workspace/work/pg-1.jpg
Arguments
/workspace/work/pg-1.jpg
Output
type: image source: type: base64 data: 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
… 431,805 more characters of output in the raw trajectory.
75Bash187k1
Tool execution only — no assistant text
Bashpython3 - <<'PYEOF' p='build_docx.py'; s=open(p).read() # tighter cell margins for all tables s=s.replace(""" lay=OxmlElement('w:tblLayout'); lay.set(qn('w:type'),'fixed') tblPr.insert_element_before(lay,'w:tblCellMar','w:tblLook','w:tblCaption','w:tblDescription','w:tblPrChange')""", """ lay=OxmlElement('w:tblLayout'); lay.set(qn('w:type'),'fixed') tblPr.insert_element_before(lay,'w:tblCellMar','w:tblLook','w:tblCaption','w:tblDescription','w:tblPrChange') for e in tblPr.findall(qn('w:tblCellMar')): tblPr.remove(e) cm=OxmlElement('w:tblCellMa
Arguments
python3 - <<'PYEOF' p='build_docx.py'; s=open(p).read() # tighter cell margins for all tables s=s.replace(""" lay=OxmlElement('w:tblLayout'); lay.set(qn('w:type'),'fixed') tblPr.insert_element_before(lay,'w:tblCellMar','w:tblLook','w:tblCaption','w:tblDescription','w:tblPrChange')""", """ lay=OxmlElement('w:tblLayout'); lay.set(qn('w:type'),'fixed') tblPr.insert_element_before(lay,'w:tblCellMar','w:tblLook','w:tblCaption','w:tblDescription','w:tblPrChange') for e in tblPr.findall(qn('w:tblCellMar')): tblPr.remove(e) cm=OxmlElement('w:tblCellMa… 2,162 more characters of arguments in the raw trajectory.
Output
saved Paragraphs: 0 → 580 (+580) All validations PASSED! 8 [stdout] saved Paragraphs: 0 → 580 (+580) All validations PASSED! 8 [metadata] noOutputExpected: false
76Read187k1
Tool execution only — no assistant text
Read/workspace/work/pg-1.jpg
Arguments
/workspace/work/pg-1.jpg
Output
type: image source: type: base64 data: 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
… 472,509 more characters of output in the raw trajectory.
78Read188k1
Tool execution only — no assistant text
Read/workspace/work/pg-2.jpg
Arguments
/workspace/work/pg-2.jpg
Output
type: image source: type: base64 data: /9j/4AAQSkZJRgABAQEAZABkAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCARMA1IDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKA
… 363,317 more characters of output in the raw trajectory.
80Read190k1
Tool execution only — no assistant text
Read/workspace/work/pg-3.jpg
Arguments
/workspace/work/pg-3.jpg
Output
type: image source: type: base64 data: 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
… 500,893 more characters of output in the raw trajectory.
82Read192k1
Tool execution only — no assistant text
Read/workspace/work/pg-4.jpg
Arguments
/workspace/work/pg-4.jpg
Output
type: image source: type: base64 data: /9j/4AAQSkZJRgABAQEAZABkAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCARMA1IDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKA
… 369,829 more characters of output in the raw trajectory.
84Read193k1
Tool execution only — no assistant text
Read/workspace/work/pg-5.jpg
Arguments
/workspace/work/pg-5.jpg
Output
type: image source: type: base64 data: 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
… 241,412 more characters of output in the raw trajectory.
85Read195k1
Tool execution only — no assistant text
Read/workspace/work/pg-6.jpg
Arguments
/workspace/work/pg-6.jpg
Output
type: image source: type: base64 data: 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
… 515,821 more characters of output in the raw trajectory.
87Read197k1
Tool execution only — no assistant text
Read/workspace/work/pg-7.jpg
Arguments
/workspace/work/pg-7.jpg
Output
type: image source: type: base64 data: 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
… 566,605 more characters of output in the raw trajectory.
88Read198k1
Tool execution only — no assistant text
Read/workspace/work/pg-8.jpg
Arguments
/workspace/work/pg-8.jpg
Output
type: image source: type: base64 data: 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
… 184,036 more characters of output in the raw trajectory.
90Bash201k1
Tool execution only — no assistant text
Bashpython3 - <<'PYEOF' # -*- coding: utf-8 -*- p='build_docx.py'; s=open(p,encoding='utf8').read() s=s.replace("""# ============================================================ CHANGES doc.add_page_break() h1('What I am changing in the proposal')""", """# ============================================================ CHANGES h1('What I am changing in the proposal')""") s=s.replace(" [8,19,8,9,6,50], fontsize=8,"," [10,17,8,10,6,49], fontsize=8,") s=s.replace("[38,12,10,12,13,15],fontsize=8.5","[36,13,10,13,13,15],fontsize=8.5") s=s.replace("[24,6,6,12,8,11
Arguments
python3 - <<'PYEOF' # -*- coding: utf-8 -*- p='build_docx.py'; s=open(p,encoding='utf8').read() s=s.replace("""# ============================================================ CHANGES doc.add_page_break() h1('What I am changing in the proposal')""", """# ============================================================ CHANGES h1('What I am changing in the proposal')""") s=s.replace(" [8,19,8,9,6,50], fontsize=8,"," [10,17,8,10,6,49], fontsize=8,") s=s.replace("[38,12,10,12,13,15],fontsize=8.5","[36,13,10,13,13,15],fontsize=8.5") s=s.replace("[24,6,6,12,8,11… 2,309 more characters of arguments in the raw trajectory.
Output
saved Paragraphs: 0 → 579 (+579) All validations PASSED! 8 [stdout] saved Paragraphs: 0 → 579 (+579) All validations PASSED! 8 [metadata] noOutputExpected: false
91Read201k1
Tool execution only — no assistant text
Read/workspace/work/pg-2.jpg
Arguments
/workspace/work/pg-2.jpg
Output
type: image source: type: base64 data: 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
… 570,277 more characters of output in the raw trajectory.
93Bash205k1
Tool execution only — no assistant text
Bashpython3 - <<'PYEOF' p='build_docx.py'; s=open(p,encoding='utf8').read() s=s.replace(" [10,17,8,10,6,49], fontsize=8,"," [11,15,10,11,6,47], fontsize=8,") open(p,'w',encoding='utf8').write(s) PYEOF python3 build_docx.py >/dev/null && rm -f /workspace/work/pg-*.jpg /workspace/work/*.pdf && python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf --outdir /workspace/work /workspace/output/grab_go_reset_memo.docx >/dev/null 2>&1; pdftoppm -jpeg -r 100 /workspace/work/grab_go_reset_memo.pdf /workspace/work/pg && ls /workspace/work/pg*.jpg |
Arguments
python3 - <<'PYEOF' p='build_docx.py'; s=open(p,encoding='utf8').read() s=s.replace(" [10,17,8,10,6,49], fontsize=8,"," [11,15,10,11,6,47], fontsize=8,") open(p,'w',encoding='utf8').write(s) PYEOF python3 build_docx.py >/dev/null && rm -f /workspace/work/pg-*.jpg /workspace/work/*.pdf && python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf --outdir /workspace/work /workspace/output/grab_go_reset_memo.docx >/dev/null 2>&1; pdftoppm -jpeg -r 100 /workspace/work/grab_go_reset_memo.pdf /workspace/work/pg && ls /workspace/work/pg*.jpg |… 62 more characters of arguments in the raw trajectory.
Output
8 [stdout] 8 [metadata] noOutputExpected: false
94Read205k1
Tool execution only — no assistant text
Read/workspace/work/pg-3.jpg
Arguments
/workspace/work/pg-3.jpg
Output
type: image source: type: base64 data: 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
… 447,549 more characters of output in the raw trajectory.
96Read206k1
Tool execution only — no assistant text
Read/workspace/work/pg-6.jpg
Arguments
/workspace/work/pg-6.jpg
Output
type: image source: type: base64 data: 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
… 564,541 more characters of output in the raw trajectory.
98Bash211k1
Tool execution only — no assistant text
Bashpython3 - <<'PYEOF' p='build_docx.py'; s=open(p,encoding='utf8').read() s=s.replace("""table(['Cluster','Stores','Items','Tray slots','Units','Gross GP','Waste units','Waste $','Vendor support','Net GP'],""", """table(['Cluster','Stores','SKUs','Tray slots','Units','Gross GP','Waste units','Waste $','Vendor support','Net GP'],""") s=s.replace("[21,8,7,12,9,11,10,9,10,11], fontsize=8","[20,8,8,12,9,11,10,9,10,11], fontsize=8") s=s.replace("'Fits?','Recommended uses','Headroom','Fits?'],","'Fits?','Recommended','Headroom','Fits?'],") s=s.replace(
Arguments
python3 - <<'PYEOF' p='build_docx.py'; s=open(p,encoding='utf8').read() s=s.replace("""table(['Cluster','Stores','Items','Tray slots','Units','Gross GP','Waste units','Waste $','Vendor support','Net GP'],""", """table(['Cluster','Stores','SKUs','Tray slots','Units','Gross GP','Waste units','Waste $','Vendor support','Net GP'],""") s=s.replace("[21,8,7,12,9,11,10,9,10,11], fontsize=8","[20,8,8,12,9,11,10,9,10,11], fontsize=8") s=s.replace("'Fits?','Recommended uses','Headroom','Fits?'],","'Fits?','Recommended','Headroom','Fits?'],") s=s.replace(… 678 more characters of arguments in the raw trajectory.
Output
Paragraphs: 0 → 579 (+579) All validations PASSED! 8 [stdout] Paragraphs: 0 → 579 (+579) All validations PASSED! 8 [metadata] noOutputExpected: false
99Read211k1
Tool execution only — no assistant text
Read/workspace/work/pg-6.jpg
Arguments
/workspace/work/pg-6.jpg
Output
type: image source: type: base64 data: 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
… 564,861 more characters of output in the raw trajectory.
101Bash213k1
Tool execution only — no assistant text
Bashpython3 - <<'PYEOF' p='build_docx.py'; s=open(p,encoding='utf8').read() s=s.replace("'Fits?','Recommended','Headroom','Fits?'],","'Fits?','Final set uses','Headroom','Fits?'],") s=s.replace("[23,13,12,10,8,14,12,8], fontsize=8.5","[25,13,12,10,8,12,12,8], fontsize=8.5") open(p,'w',encoding='utf8').write(s) PYEOF python3 build_docx.py >/dev/null && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx && rm -f /workspace/work/pg-*.jpg /workspace/work/*.pdf && python3 /logs/agent/sessions/skills/docx/scripts/office
Arguments
python3 - <<'PYEOF' p='build_docx.py'; s=open(p,encoding='utf8').read() s=s.replace("'Fits?','Recommended','Headroom','Fits?'],","'Fits?','Final set uses','Headroom','Fits?'],") s=s.replace("[23,13,12,10,8,14,12,8], fontsize=8.5","[25,13,12,10,8,12,12,8], fontsize=8.5") open(p,'w',encoding='utf8').write(s) PYEOF python3 build_docx.py >/dev/null && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx && rm -f /workspace/work/pg-*.jpg /workspace/work/*.pdf && python3 /logs/agent/sessions/skills/docx/scripts/office… 350 more characters of arguments in the raw trajectory.
Output
Paragraphs: 0 → 579 (+579) All validations PASSED! [stdout] Paragraphs: 0 → 579 (+579) All validations PASSED! [metadata] noOutputExpected: false
102Read213k1
Tool execution only — no assistant text
Read/workspace/work/pg-7.jpg
Arguments
/workspace/work/pg-7.jpg
Output
type: image source: type: base64 data: 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
… 577,061 more characters of output in the raw trajectory.
104Bash216k1
Tool execution only — no assistant text
Bashpython3 - <<'PYEOF' p='build_docx.py'; s=open(p,encoding='utf8').read() s=s.replace(""" if caption: p=para(caption,size=8,italic=True,color=GREY,after=10,before=3)""", """ for row in t.rows: trPr=row._tr.get_or_add_trPr() if trPr.find(qn('w:cantSplit')) is None: cs=OxmlElement('w:cantSplit'); trPr.insert(0,cs) if caption: p=para(caption,size=8,italic=True,color=GREY,after=10,before=3)""") open(p,'w',encoding='utf8').write(s) PYEOF python3 build_docx.py >/dev/null && python3 /logs/agent/sessions/skills/doc
Arguments
python3 - <<'PYEOF' p='build_docx.py'; s=open(p,encoding='utf8').read() s=s.replace(""" if caption: p=para(caption,size=8,italic=True,color=GREY,after=10,before=3)""", """ for row in t.rows: trPr=row._tr.get_or_add_trPr() if trPr.find(qn('w:cantSplit')) is None: cs=OxmlElement('w:cantSplit'); trPr.insert(0,cs) if caption: p=para(caption,size=8,italic=True,color=GREY,after=10,before=3)""") open(p,'w',encoding='utf8').write(s) PYEOF python3 build_docx.py >/dev/null && python3 /logs/agent/sessions/skills/doc… 500 more characters of arguments in the raw trajectory.
Output
Paragraphs: 0 → 579 (+579) All validations PASSED! 8 [stdout] Paragraphs: 0 → 579 (+579) All validations PASSED! 8 [metadata] noOutputExpected: false
105Read216k1
Tool execution only — no assistant text
Read/workspace/work/pg-7.jpg
Arguments
/workspace/work/pg-7.jpg
Output
type: image source: type: base64 data: 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
… 602,085 more characters of output in the raw trajectory.
107The memo renders cleanly across 8 pages. Final visual check on the workbook:218k
The memo renders cleanly across 8 pages. Final visual check on the workbook:
108Bash1
Tool execution only — no assistant text
Bashrm -f wb*.pdf wb*.jpg && python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf --outdir /workspace/work /workspace/output/reset_decision_workbook.xlsx >/dev/null 2>&1; pdfinfo reset_decision_workbook.pdf 2>/dev/null | grep -i pages; pdftoppm -jpeg -r 70 -f 1 -l 6 reset_decision_workbook.pdf wb; ls wb*.jpg (+description)
Arguments
Render workbook to images for review
rm -f wb*.pdf wb*.jpg && python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf --outdir /workspace/work /workspace/output/reset_decision_workbook.xlsx >/dev/null 2>&1; pdfinfo reset_decision_workbook.pdf 2>/dev/null | grep -i pages; pdftoppm -jpeg -r 70 -f 1 -l 6 reset_decision_workbook.pdf wb; ls wb*.jpg
Output
Pages: 65 wb-01.jpg wb-02.jpg wb-03.jpg wb-04.jpg wb-05.jpg wb-06.jpg [stdout] Pages: 65 wb-01.jpg wb-02.jpg wb-03.jpg wb-04.jpg wb-05.jpg wb-06.jpg [metadata] noOutputExpected: false
109Read218k1
Tool execution only — no assistant text
Read/workspace/work/wb-01.jpg
Arguments
/workspace/work/wb-01.jpg
Output
type: image source: type: base64 data: 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
… 76,466 more characters of output in the raw trajectory.
111Bash219k1
Tool execution only — no assistant text
Bashpython3 -c " import openpyxl wb=openpyxl.load_workbook('/workspace/output/reset_decision_workbook.xlsx') ws=wb['Read Me'] for r in range(3,12): print(r,'|B:',repr(ws.cell(r,2).value)[:40],'|C:',repr(ws.cell(r,3).value)[:110]) " (+description)
Arguments
Verify Read Me cell contents
python3 -c " import openpyxl wb=openpyxl.load_workbook('/workspace/output/reset_decision_workbook.xlsx') ws=wb['Read Me'] for r in range(3,12): print(r,'|B:',repr(ws.cell(r,2).value)[:40],'|C:',repr(ws.cell(r,3).value)[:110]) "Output
3 |B: 'Purpose' |C: None 4 |B: 'Supports the reset recommendation memo |C: None 5 |B: 'Source hierarchy applied' |C: None 6 |B: '•' |C: '1. Merchant handoff (June 10, 2026) - authoritative for business rules and trust hierarchy.' 7 |B: '•' |C: '2. Signed vendor offer letters - authoritative for credits, route eligibility and launch support.' 8 |B: '•' |C: '3. Internal POS / inventory / waste records (8 weeks, Apr 6 - May 25, 2026) - the only accepted demand signal 9 |B: '•' |C: '4. Store cluster capacity file - authoritative for tray slots, store counts and delivery cadence.' 10 |B: '•' |C: '5. Buyer reset proposal - the object under review. Supplier projections and proposal comments are NOT used as 11 |B: 'How to read this workbook' |C: None [stdout] 3 |B: 'Purpose' |C: None 4 |B: 'Supports the reset recommendation memo |C: None 5 |B: 'Source hierarchy applied' |C: None 6 |B: '•' |C: '1. Merchant handoff (June 10, 2026) - authoritative for business rules and trust hierarchy.' 7 |B:
… 556 more characters of output in the raw trajectory.
113Content is intact — that was a print-layout artifact. Adding proper page setup and usability features:221k
Content is intact — that was a print-layout artifact. Adding proper page setup and usability features:
114Bash1
Tool execution only — no assistant text
Bashpython3 - <<'PYEOF' p='build_xlsx.py'; s=open(p,encoding='utf8').read() s=s.replace("""wb.save('/workspace/output/reset_decision_workbook.xlsx')""", """# ---------------------------------------------------------------- print setup & usability from openpyxl.worksheet.properties import PageSetupProperties for name in wb.sheetnames: w=wb[name] w.page_setup.orientation='landscape' w.page_setup.paperSize=w.PAPERSIZE_LETTER w.page_setup.fitToWidth=1; w.page_setup.fitToHeight=0 w.sheet_properties.pageSetUpPr=PageSetupProperties(fitToPage=True) w
Arguments
python3 - <<'PYEOF' p='build_xlsx.py'; s=open(p,encoding='utf8').read() s=s.replace("""wb.save('/workspace/output/reset_decision_workbook.xlsx')""", """# ---------------------------------------------------------------- print setup & usability from openpyxl.worksheet.properties import PageSetupProperties for name in wb.sheetnames: w=wb[name] w.page_setup.orientation='landscape' w.page_setup.paperSize=w.PAPERSIZE_LETTER w.page_setup.fitToWidth=1; w.page_setup.fitToHeight=0 w.sheet_properties.pageSetUpPr=PageSetupProperties(fitToPage=True) w… 1,370 more characters of arguments in the raw trajectory.
Output
saved { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1397 } [stdout] saved { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1397 } [metadata] noOutputExpected: false115Bash222k1
Tool execution only — no assistant text
Bashrm -f wb*.pdf wb*.jpg reset_decision_workbook.pdf && python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf --outdir /workspace/work /workspace/output/reset_decision_workbook.xlsx >/dev/null 2>&1; pdfinfo reset_decision_workbook.pdf | grep -i pages; pdftoppm -jpeg -r 80 -f 3 -l 8 reset_decision_workbook.pdf wb; ls wb*.jpg (+description)
Arguments
Re-render workbook pages
rm -f wb*.pdf wb*.jpg reset_decision_workbook.pdf && python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf --outdir /workspace/work /workspace/output/reset_decision_workbook.xlsx >/dev/null 2>&1; pdfinfo reset_decision_workbook.pdf | grep -i pages; pdftoppm -jpeg -r 80 -f 3 -l 8 reset_decision_workbook.pdf wb; ls wb*.jpg
Output
Pages: 12 wb-03.jpg wb-04.jpg wb-05.jpg wb-06.jpg wb-07.jpg wb-08.jpg [stdout] Pages: 12 wb-03.jpg wb-04.jpg wb-05.jpg wb-06.jpg wb-07.jpg wb-08.jpg [metadata] noOutputExpected: false
117Read222k1
Tool execution only — no assistant text
Read/workspace/work/wb-03.jpg
Arguments
/workspace/work/wb-03.jpg
Output
type: image source: type: base64 data: 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
… 176,058 more characters of output in the raw trajectory.
119Read224k1
Tool execution only — no assistant text
Read/workspace/work/wb-05.jpg
Arguments
/workspace/work/wb-05.jpg
Output
type: image source: type: base64 data: 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
… 217,866 more characters of output in the raw trajectory.
121Read228k1
Tool execution only — no assistant text
Read/workspace/work/wb-06.jpg
Arguments
/workspace/work/wb-06.jpg
Output
type: image source: type: base64 data: 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
… 260,026 more characters of output in the raw trajectory.
123Read229k1
Tool execution only — no assistant text
Read/workspace/work/wb-08.jpg
Arguments
/workspace/work/wb-08.jpg
Output
type: image source: type: base64 data: 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
… 110,674 more characters of output in the raw trajectory.
125Bash233k1
Tool execution only — no assistant text
Bashpython3 - <<'PYEOF' p='build_xlsx.py'; s=open(p,encoding='utf8').read() # --- 1. Assumptions: widen col F, vertically centre cluster rows s=s.replace("ws=sheet('Assumptions','Assumptions and Inputs (blue = hardcoded input, black = formula)',[3,46,14,16,74],'44688F')", "ws=sheet('Assumptions','Assumptions and Inputs (blue = hardcoded input, black = formula)',[3,46,14,16,66,42],'44688F')") s=s.replace("hdr(ws,r,['','Cluster','Stores','Deliveries/wk','Tray slots available per store | Extra tray project'])", "hdr(ws,r,['','Cluster','Stores',
Arguments
python3 - <<'PYEOF' p='build_xlsx.py'; s=open(p,encoding='utf8').read() # --- 1. Assumptions: widen col F, vertically centre cluster rows s=s.replace("ws=sheet('Assumptions','Assumptions and Inputs (blue = hardcoded input, black = formula)',[3,46,14,16,74],'44688F')", "ws=sheet('Assumptions','Assumptions and Inputs (blue = hardcoded input, black = formula)',[3,46,14,16,66,42],'44688F')") s=s.replace("hdr(ws,r,['','Cluster','Stores','Deliveries/wk','Tray slots available per store | Extra tray project'])", "hdr(ws,r,['','Cluster','Stores',… 5,207 more characters of arguments in the raw trajectory.
Output
saved { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1397 } [This command modified 1 file you've previously read: build_xlsx.py. Call Read before editing.] [stdout] saved { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1397 } [metadata] noOutputExpected: false staleReadFileStateHint: [This command modified 1 file you've previously read: build_xlsx.py. Call Read before editing.]126Bash233k1
Tool execution only — no assistant text
Bashrm -f wb*.jpg reset_decision_workbook.pdf && python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf --outdir /workspace/work /workspace/output/reset_decision_workbook.xlsx >/dev/null 2>&1; pdfinfo reset_decision_workbook.pdf|grep -i pages; pdftoppm -jpeg -r 80 -f 3 -l 5 reset_decision_workbook.pdf wb; ls wb*.jpg (+description)
Arguments
Re-render corrected workbook sheets
rm -f wb*.jpg reset_decision_workbook.pdf && python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf --outdir /workspace/work /workspace/output/reset_decision_workbook.xlsx >/dev/null 2>&1; pdfinfo reset_decision_workbook.pdf|grep -i pages; pdftoppm -jpeg -r 80 -f 3 -l 5 reset_decision_workbook.pdf wb; ls wb*.jpg
Output
Pages: 12 wb-03.jpg wb-04.jpg wb-05.jpg [stdout] Pages: 12 wb-03.jpg wb-04.jpg wb-05.jpg [metadata] noOutputExpected: false
127Read233k1
Tool execution only — no assistant text
Read/workspace/work/wb-05.jpg
Arguments
/workspace/work/wb-05.jpg
Output
type: image source: type: base64 data: 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
… 235,058 more characters of output in the raw trajectory.
129Read234k1
Tool execution only — no assistant text
Read/workspace/work/wb-03.jpg
Arguments
/workspace/work/wb-03.jpg
Output
type: image source: type: base64 data: 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
… 151,498 more characters of output in the raw trajectory.
131Bash236k1
Tool execution only — no assistant text
Bashpython3 - <<'PYEOF' p='build_xlsx.py'; s=open(p,encoding='utf8').read() s=s.replace('"PASS - fits signed capacity","FAIL - over capacity"','"PASS","FAIL - OVER"') s=s.replace(""" put(ws,r,16,NOTE[c],Font(name=FONT,size=9,italic=True),al=WRAP) ws.row_dimensions[r].height=40""", """ put(ws,r,16,NOTE[c],Font(name=FONT,size=9,italic=True),al=WRAP) ws.row_dimensions[r].height=50""") open(p,'w',encoding='utf8').write(s) PYEOF python3 build_xlsx.py && python3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py /workspace/output/reset_decision_work
Arguments
python3 - <<'PYEOF' p='build_xlsx.py'; s=open(p,encoding='utf8').read() s=s.replace('"PASS - fits signed capacity","FAIL - over capacity"','"PASS","FAIL - OVER"') s=s.replace(""" put(ws,r,16,NOTE[c],Font(name=FONT,size=9,italic=True),al=WRAP) ws.row_dimensions[r].height=40""", """ put(ws,r,16,NOTE[c],Font(name=FONT,size=9,italic=True),al=WRAP) ws.row_dimensions[r].height=50""") open(p,'w',encoding='utf8').write(s) PYEOF python3 build_xlsx.py && python3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py /workspace/output/reset_decision_work… 93 more characters of arguments in the raw trajectory.
Output
saved { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1397 } total 128 drwxr-xr-x 2 root root 4096 Aug 20 01:45 . drwxr-xr-x 1 root root 4096 Aug 20 01:21 .. -rw-r--r-- 1 root root 50064 Aug 20 01:41 grab_go_reset_memo.docx -rw-r--r-- 1 root root 65963 Aug 20 01:45 reset_decision_workbook.xlsx [stdout] saved { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1397 } total 128 drwxr-xr-x 2 root root 4096 Aug 20 01:45 . drwxr-xr-x 1 root root 4096 Aug 20 01:21 .. -rw-r--r-- 1 root root 50064 Aug 20 01:41 grab_go_reset_memo.docx -rw-r--r-- 1 root root 65963 Aug 20 01:45 reset_decision_workbook.xlsx [metadata] noOutputExpected: false132Bash236k1
Tool execution only — no assistant text
Bashcd /workspace && python3 -c " import openpyxl wb=openpyxl.load_workbook('output/reset_decision_workbook.xlsx',data_only=True) print('sheets:',len(wb.sheetnames)) ws=wb['Cluster Final Assortment'] for r in range(47,56): v=[ws.cell(r,c).value for c in (1,3,4,5,6,8,10,13)] if v[0]: print(v) print() ws=wb['Four-Week Economics']; print('chain total row 39 netGP:',ws.cell(39,16).value) ws=wb['Scenario Comparison'] print('D netGP:',ws.cell(7,7).value,'| B-C unsigned:',ws.cell(14,7).value) " && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py output
Arguments
cd /workspace && python3 -c " import openpyxl wb=openpyxl.load_workbook('output/reset_decision_workbook.xlsx',data_only=True) print('sheets:',len(wb.sheetnames)) ws=wb['Cluster Final Assortment'] for r in range(47,56): v=[ws.cell(r,c).value for c in (1,3,4,5,6,8,10,13)] if v[0]: print(v) print() ws=wb['Four-Week Economics']; print('chain total row 39 netGP:',ws.cell(39,16).value) ws=wb['Scenario Comparison'] print('D netGP:',ws.cell(7,7).value,'| B-C unsigned:',ws.cell(14,7).value) " && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py output… 82 more characters of arguments in the raw trajectory.
Output
sheets: 10 ['Rule checks', None, None, None, None, None, None, None] ['Cluster', 'Deliveries per week', 'Tray slots used', 'Slots available', 'Headroom', 'Capacity check', 'Vegetarian option carried', 'One-day / two-day code items in set'] ['MET - Metro Core', 5, 11.5, 12, 0.5, 'PASS', 'Caprese Ciabatta', '1-day: Spicy Tuna Sushi Roll (M-11 only); 2-day: Caprese Ciabatta'] ['COM - Commuter Suburban', 4, 10, 10, 0, 'PASS', 'Hummus Veggie Wrap', '1-day: none; 2-day: Hummus Veggie Wrap'] ['CAM - Campus / Hospital', 5, 10, 10, 0, 'PASS', 'Caprese Ciabatta', '1-day: none; 2-day: Caprese Ciabatta'] ['HWY - Highway / Travel', 3, 7.5, 8, 0.5, 'PASS', 'Hummus Veggie Wrap', '1-day: none; 2-day: Hummus Veggie Wrap (documented exception)'] ['RUR - Rural North', 2, 6.5, 7, 0.5, 'PASS', 'Hummus Veggie Wrap', '1-day: none; 2-day: Hummus Veggie Wrap (documented exception)'] chain total row 39 netGP: 27196.168 D netGP: 27196.168 | B-C unsigned: 813.611666666664 Paragraphs: 0 → 579 (+579) All val
… 1,082 more characters of output in the raw trajectory.
133Both deliverables are complete and verified. /workspace/output/grab_go_reset_memo.docx — 8 pages /workspace/output/reset…238k
Both deliverables are complete and verified.
/workspace/output/grab_go_reset_memo.docx— 8 pages/workspace/output/reset_decision_workbook.xlsx— 10 sheets, 1,397 formulas, zero errorsThe decision: accept 34 of 50 proposal lines, change 7, reject 9. 43 proposed facings → 41; 3.5 tray slots of commitment removed.
Three things would have broken in the first four weeks:
- It doesn't fit. Commuter, Campus, Highway and Rural are each over signed tray capacity by exactly 0.5 slots — the handoff bans partial facings, so stores would improvise. Metro fits only by putting 3.0 of 12.0 slots behind the one-day-code sushi.
- Sushi is routed beyond what Sakura signed. The letter limits route and credit to Metro route M-11 and calls the Campus/Commuter pilots line-review tests with no service guarantee. Internal data agrees: 1.13 u/store/wk at 30.6% waste in Commuter, 2.13 at 24.0% in Campus, vs 3.15 at 10.0% in Metro. → Metro at 1 facing, rejected elsewhere.
- The vegetarian rule breaks. GreenFork excludes Highway and Rural from Caprese expansion. Strip those lines and Rural is left with Egg Salad Croissant as its only vegetarian answer — explicitly prohibited — and Highway with none. → Hummus retained in Commuter (where it out-earns Caprese $7.16 vs $6.00), Highway and Rural.
Economics, first four weeks, 84 stores: $27,196 net GP (+$4,539 / +20.0% vs today) on 462 waste units (−121 / −20.8%). The proposal scores $525 higher on paper, but $814 of that is sushi in Commuter and Campus that the signed terms don't support; against the contractually screened proposal the recommendation is +$289 with 11 fewer waste units — and that version still breaks capacity in Rural and fails the vegetarian rule in two clusters.
Two judgment calls worth your eye: I kept Cobb Salad in the three clusters the proposal kept it in (only salad mission; the handoff's removal targets were the legacy/seasonal sandwiches) and kept Southwest Chicken Bowl in
… 895 more characters in the raw trajectory.
4 failure modes across 6 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.
3Unsupported Permission or Source Fact IntroducedView on Failure Modes ↗Input and Instruction Comprehension1 failure
Description
Does the recommendation depend on a waiver, approval, route, credit, corrective action, operating permission, or factual premise that is not documented in the packet?
Failure evidence · per affected verifier
The Metro Core sushi recommendation depends on an unresolved case-pack or sub-case replenishment confirmation that the packet never documents.
4Eligibility or Controlling Rule Applied IncorrectlyView on Failure Modes ↗Reasoning and Computation1 failure
Description
Does the artifact keep an option eligible, exclude a required option, or elevate an advisory rule contrary to a documented origin, certification, source-status, schedule, route, seasonality, hold, lock, or authority rule?
Failure evidence · per affected verifier
Caprese Ciabatta and Hummus Veggie Wrap end up eligible or ineligible in the wrong clusters relative to the MET/CAM-only Caprese rule and the COM/CAM/HWY/RUR Hummus-retention rule.