task_116Retail trade
All trialsClaude Opus 5claude-codeTrial 04
Trial reward
Claude Opus 5Fail
Trial 04 — 1st of 4 by reward score. This model averages 65.8% across 4 trials on this task.
- 12/15Core verifiers passed
- 13/18All verifiers passed
- 3Core failed
- 133Turns
- 81Tool calls
- $11.67Cost
- 44.1mTime
- 152kOutput tokens
Missed 3 of 15 core — execution, core_final_facings and capacity, plus 2 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_controlLLMPass
Why it mattersThe first four weeks must be executable using only the already available items, case capacity, and signed operating terms.
How to passChecks whether the memo avoids invented SKUs, capacity, delivery days, credits, and route assumptions.
Reads
executionLLMFail
Why it mattersThe senior merchant needs a first-four-week reset decision that Space Planning and field operations can execute without interpreting generic advice.
How to passChecks whether the memo provides an executable revised cluster-level assortment with slot totals.
Reads
Failure mode Allocation or Selection Plan Incorrect
Why it failedThe memo's cluster-level final facings and slot totals consistently differ from the required exact values for Metro, Highway, and Rural North.
Justification
The memo is cluster-specific and executable, but it does not satisfy the rubric’s required final outcomes. Metro Core is listed at 11.5 slots and retains Hummus Veggie Wrap 1 (not 12.0 slots with Hummus 0); Highway / Travel has Protein Snack Box 2 (not 1); and Rural North is 6.5 slots and keeps Southwest Chicken Bowl 1 (not 6.0 slots with zero Southwest Chicken Bowl). Therefore not all required cluster outcomes are met.
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
False. The workbook's final facing plan has multiple material mismatches from the required facings: Chicken Caesar Wrap is 1 in Highway and 1 in Rural (expected 2 and 2), Southwest Chicken Bowl is 1 in Metro and 1 in Rural (expected 2 and 0), and Protein Snack Box is 2 in Highway (expected 1). Turkey Club, Cobb, and Sushi otherwise align, with Sushi at 1 only in Metro and 0 elsewhere. Because several listed final facings differ and Chicken Caesar is below 2 in two clusters, the rubric 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' table with live capacities (Metro 12.0, Commuter 10.0, Campus 10.0, Highway 8.0, Rural 7.0), buyer-proposal trays, revised trays, and fit/over indicators, and it separately shows the proposal overages for Commuter 10.5, Campus 10.5, Highway 8.5, and Rural 7.5 versus capacity. However, the final revised tray uses shown are Metro 11.5, Commuter 10.0, Campus 10.0, Highway 7.5, and Rural 6.5, which do not match the rubric’s required final values of Metro 12.0 and Rural 6.0.
dropsLLMPass
Why it mattersLeaving these SKUs in the final workbook would contradict the economics and handoff.
How to passChecks whether the workbook removes the two weak legacy/seasonal SKUs.
Reads
vegetarian_roleLLMPass
Why it mattersThis captures the nuanced vegetarian tradeoff that generic models often miss.
How to passChecks whether the workbook handles Caprese and Hummus distribution correctly.
Reads
vendor_termsLLMPass
Why it mattersVendor-term accuracy is essential because unsupported credits or route eligibility would make the reset economics and execution plan unusable.
How to passChecks whether the workbook applies each signed vendor term with exact item, cluster, and credit constraints.
Reads
calculationsLLMPass
Why it mattersA supporting workbook must let reviewers verify margin, shrink, credit, OOS, and capacity logic instead of trusting unexplained conclusions.
How to passChecks whether the workbook includes auditable numeric economics and calculation evidence behind the decisions.
Reads
secondary (3)
capacity_disciplineLLMFail
Why it mattersPerishable reset discipline means avoiding shrink even when that leaves small amounts of capacity unused.
How to passChecks whether the memo accepts specific underfilled capacity rather than force-filling weak perishables.
Reads
Failure mode Quantity, Cost, Capacity, or Rate Calculation Wrong
Why it failedThe memo correctly argues for leaving some capacity open rather than force-filling weak items, but the specific Highway and Rural North open-slot numbers do not match the required 7.5/8.0 and 6.0/7.0 values.
Justification
The memo does treat open space as acceptable and explicitly says Highway / Travel is "7.5 of 8.0 tray slots used, 0.5 held open" and that slack should remain open rather than forcing weak items. It also rejects unsupported Egg Salad, Turkey Cranberry, Caprese, and sushi in poor-fit clusters. But Rural North is stated as "6.5 of 7.0 tray slots used, 0.5 held open," not the rubric-required 6.0 of 7.0 with 1.0 open, so the required numeric criterion is not fully met.
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_controlLLMFail
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
Failure mode Off-Scope Advice Added
Why it failedThe workbook's execution-risk or exceptions section proposes new vendor contract or routing terms, such as a GreenFork routing addendum or extended credit days, beyond the reset decision itself.
Justification
The workbook is mostly reset-focused and stays within the 10 listed SKUs, but it includes a future action item requiring route/contract changes: in Execution Risks it says 'a routing addendum or a longer-code vegetarian item should be sourced for Q4,' and Vendor Terms says future Caprese expansion 'requires a new signed routing addendum.' The rubric says recommendations requiring new contracts/routes fail.
2 deliverables · what this trial produced
BLUE MESA MARKET | Category Planning
MEMORANDUM
To:
L. Moreno, Senior Merchant - Prepared Foods
cc:
Space Planning; Field Operations; Supply Chain
From:
Category Planning - Refrigerated Grab-and-Go
Date:
19 June 2026 - for Monday’s line review
Subject:
July 2026 grab-and-go reset: recommendation on the 12 June buyer proposal, weeks 1-4
1. Recommendation
Release the reset with the buyer proposal largely intact but with eleven lines overturned and three re-sized. Of the 50 cluster-by-SKU lines in the 12 June proposal I recommend accepting 36, changing 3 and rejecting 11. The proposal as written cannot be built: it exceeds live tray capacity in four of five clusters, it deletes the only route-legal vegetarian option in three clusters, and it places sushi in two clusters that Sakura Express did not sign for. The revised set fits every cluster on the capacity we have today, keeps the whole Protein Snack Box build the buyer asked for, and takes shrink out rather than adding it.
Over the first four weeks the revised set earns $28,135 of net contribution against $27,721 for the proposal and $22,657 for today’s case - and it does so while wasting 78 fewer units and $364 less shrink than the proposal. It earns more gross profit on less shelf risk, which is the only version of this reset that is worth defending to the field.
Measure (84 stores, reset weeks 1-4)
Today’s set
Buyer proposal
Recommended
Cluster-item lines in the case
35
32
31
Tray slots used (47.0 available)
40.0 minimum
49.0
45.5
Clusters that fit the case
4 of 5
1 of 5
5 of 5
Units sold, 4 weeks
6,190
7,042
7,222
Gross profit, 4 weeks
$24,309
$28,796
$28,920
Shrink at cost, 4 weeks
$1,688
$1,847
$1,482
Signed credits and allowances
$36
$772
$697
NET CONTRIBUTION, 4 WEEKS
$22,657
$27,721
$28,135
Waste units, 4 weeks
583
562
484
The buyer-proposal column is generous to the proposal: it excludes the Highway Caprese line, which has no internal demand data to value, and it ignores the fact that the set does not physically fit in four clusters. The real proposal number is lower than shown.
2. The five highest-risk parts of the proposal
2.1 Sushi is scoped well beyond what Sakura Express actually signed
The proposal puts Spicy Tuna Sushi Roll in three clusters and gives it two facings in Metro. The signed Sakura letter limits the daily fresh route and the 50% waste credit to Metro Core stores on route M-11, and states in terms that the Campus and Commuter pilot samples "were line-review tests and are not part of the signed launch commitment." The internal data says the same thing: waste runs 32.5% of supply in Commuter and 26.1% in Campus against 10.6% in Metro, and Commuter sushi is the worst net-GP-per-tray-slot line in that cluster at $2.71 a week. The buyer note that sushi "will reset the case image" is a proposal comment, not a demand signal, and the supplier traffic estimates behind the Commuter and Campus lines are not an accepted source.
Recommendation: reject the Commuter and Campus adds outright, and cut Metro from two facings to one, ranged only in the stores on route M-11. Two facings is 3.0 of Metro’s 12.0 tray slots - a quarter of the case - for the shortest-code, highest-waste item in the reset, with vendor protection that lapses on 16 August.
2.2 Deleting Hummus chainwide breaks the vegetarian rule in three clusters
The proposal removes Hummus Veggie Wrap everywhere and offers Caprese Ciabatta as the replacement. That works only where Caprese is route-approved. The GreenFork letter states that Highway / Travel and Rural North "are not approved for Caprese route expansion under this letter," so in those two clusters the proposal leaves no vegetarian option at all - and in Rural it would leave Egg Salad Croissant as the only meatless answer, which the handoff prohibits. In Commuter the swap is simply a worse trade: Hummus returns $7.16 per tray slot per week at 8.7% waste against Caprese at $6.00 and 16.4%.
Recommendation: reject all five Hummus deletions. Metro and Campus carry Hummus and Caprese together; Commuter, Highway and Rural keep Hummus alone. Retaining Hummus is worth $2,251 of net contribution over the four weeks and is the single largest change in this memo.
2.3 Caprese is proposed where the data does not support it and the route does not allow it
Caprese earns its space in Metro ($11.41 per tray slot per week, 8.4% waste) and Campus ($12.14, 6.4% - the best vegetarian economics in the chain, in the cluster where the capacity file says meatless over-indexes). It does not earn it in Commuter, where the pilot ran at 1.83 units per store per week with 16.4% waste on a two-day code. The Highway add has no internal data at all: Caprese was never piloted there, the only support is a supplier projection of 2.5 units per store per week, and the signed letter bars the route expansion.
Recommendation: accept Caprese in Metro and Campus, reject it in Commuter and Highway. Note that the $0.40 scan allowance is not a reason to go wider: it is paid per unit, and at the recommended distribution we use 373 of the 5,500-unit cap, so the cap is nowhere near binding and there is no allowance-capture argument for forcing the item into a cluster where it does not perform.
2.4 Two legacy and seasonal keeps contradict the handoff and the signed EatWell terms
The proposal keeps Turkey Cranberry Sandwich in Highway because "highway stores asked to keep one slot from winter" and keeps Egg Salad Croissant in Rural because "the Rural DM says some regulars still ask for it." Neither is a demand signal. Turkey Cranberry wastes 22.4% of supply in Highway, is declining 12.5% period on period, and - decisively - the EatWell letter authorises no returns or billbacks after 31 January 2026, so every wasted unit is a full-cost write-off. Egg Salad is the worst line in the chain at 24.3% waste and $1.79 per tray slot per week in Rural, it carries the spring allergy-handling complaints, and keeping it while deleting Hummus would make it Rural’s only vegetarian answer.
Recommendation: delete both chainwide. Between them they free 2.0 tray slots in the two thinnest-delivery clusters, which is exactly where the handoff asks for fewer, cleaner choices.
2.5 The proposal does not fit the case in four of five clusters
Commuter, Campus, Highway and Rural are each 0.5 tray slots over. The pattern is the signature of an assortment built from facing counts without applying the oversized-tray rule: Southwest Chicken Bowl, Cobb Salad and Spicy Tuna Sushi Roll each consume 1.5 slots per facing, not 1.0. Metro fits only by filling the case to exactly 12.0 of 12.0, which leaves nothing for the noon-rush recovery that stores are already flagging. Rural is the sharper problem: the current seven-item set already needs at least 8.0 slots against 7.0 available, so that cluster is over-set before the reset touches it, which is consistent with it carrying the worst waste rates in the chain.
Recommendation: build to the revised set in section 3, which lands every cluster inside capacity and holds 0.5 slots open in Metro, Highway and Rural. No line in this recommendation assumes the September Metro lease-line change, an extra tray project or an additional driver stop.
3. Revised cluster-level assortment - July reset, weeks 1-4
This is the set to release to Space Planning. Facings are full facings; oversized trays consume 1.5 slots. Net GP per tray slot per week is gross profit less shrink at cost, divided by the slots the item occupies - the right ranking metric when trays, not facings, are the scarce resource.
Metro Core (MET) - 18 stores, 5 deliveries/week, 12.0 tray slots available
Item
Fcgs
Trays
Code days
Units / store / wk
Waste %
Net GP per tray slot / wk
Why it is in the set
Chicken Caesar Wrap
2
2.0
3
5.50
4.9%
$19.18
Highest-return line in the cluster and the highest out-of-stock rate. Two facings.
Turkey Club Sandwich
1
1.0
3
3.09
3.9%
$11.57
Steady anchor sandwich at 3.9% waste.
Southwest Chicken Bowl
1
1.5
3
4.51
6.6%
$12.93
Strongest gross-profit-per-unit meal; earns its oversized tray.
Cobb Salad
1
1.5
3
3.02
7.4%
$9.00
Holds its 1.5-slot tray on 3.02 units per store per week.
Hummus Veggie Wrap
1
1.0
2
1.96
7.8%
$6.47
RETAINED against the proposal. Fills the slot freed by right-sizing sushi at nine times the value of a third Caesar facing.
Caprese Ciabatta
1
1.0
2
3.17
8.4%
$11.41
NEW. Vegetarian trade-up; 5 delivery days clear the 2-day code. Credit and $0.40 allowance both apply.
Protein Snack Box
2
2.0
5
4.14
2.6%
$15.61
NEW. Best-supported add in the reset: 2.6% waste on a 5-day code, second-highest return in the cluster.
Spicy Tuna Sushi Roll
1
1.5
1
3.15
10.6%
$10.88
NEW, CUT FROM 2 FACINGS TO 1, route M-11 stores only. Highest-risk line in the set; review at week 4.
MET TOTAL
11.5
8 items | 11.5 of 12.0 tray slots used, 0.5 held open | 2,055 units and $8,452 net contribution over 4 weeks
Egg Salad Croissant and Turkey Cranberry Sandwich deleted.
Commuter Suburban (COM) - 26 stores, 4 deliveries/week, 10.0 tray slots available
Item
Fcgs
Trays
Code days
Units / store / wk
Waste %
Net GP per tray slot / wk
Why it is in the set
Chicken Caesar Wrap
2
2.0
3
4.93
3.9%
$17.31
INCREASED TO 2 FACINGS. Top return in the cluster and the highest out-of-stock rate; uses the slot freed by rejecting sushi.
Turkey Club Sandwich
2
2.0
3
4.41
4.0%
$16.49
4.41 units per store per week at 4.0% waste - the cluster’s volume anchor.
Southwest Chicken Bowl
1
1.5
3
3.08
7.6%
$8.73
Solid bowl performance in the strongest weekday-lunch cluster.
Cobb Salad
1
1.5
3
2.89
8.9%
$8.48
Holds its tray at 2.89 units per store per week.
Hummus Veggie Wrap
1
1.0
2
2.18
8.7%
$7.16
RETAINED against the proposal. Outperforms the Caprese that would have replaced it on both return and waste.
Protein Snack Box
2
2.0
5
3.88
3.5%
$14.51
NEW. Growing 10.2% period on period; 3.5% waste. Two facings.
COM TOTAL
10.0
6 items | 10.0 of 10.0 tray slots used | 2,222 units and $8,612 net contribution over 4 weeks
Egg Salad Croissant and Turkey Cranberry Sandwich deleted; Caprese Ciabatta and Spicy Tuna Sushi Roll not added.
Campus / Hospital (CAM) - 11 stores, 5 deliveries/week, 10.0 tray slots available
Item
Fcgs
Trays
Code days
Units / store / wk
Waste %
Net GP per tray slot / wk
Why it is in the set
Chicken Caesar Wrap
2
2.0
3
6.80
3.7%
$23.91
6.80 units per store per week - the best-selling line in the chain. Two facings.
Turkey Club Sandwich
1
1.0
3
3.48
5.3%
$12.88
Steady at 3.48 units per store per week.
Southwest Chicken Bowl
1
1.5
3
4.61
6.5%
$13.23
Strong bowl performance; earns the oversized tray.
Cobb Salad
1
1.5
3
2.40
9.1%
$7.03
Lowest-return line retained, but clearly positive after shrink.
Hummus Veggie Wrap
1
1.0
2
3.10
7.1%
$10.33
RETAINED against the proposal. Best Hummus performance in the chain, in the cluster where meatless over-indexes.
Caprese Ciabatta
1
1.0
2
3.30
6.4%
$12.14
NEW. Best Caprese cluster: 6.4% waste, highest vegetarian return in the chain.
Protein Snack Box
2
2.0
5
5.60
3.4%
$20.97
NEW. Second-highest return in the cluster at 3.4% waste. Two facings.
CAM TOTAL
10.0
7 items | 10.0 of 10.0 tray slots used | 1,289 units and $5,030 net contribution over 4 weeks
Egg Salad Croissant and Turkey Cranberry Sandwich deleted; Spicy Tuna Sushi Roll not added.
Highway / Travel (HWY) - 15 stores, 3 deliveries/week, 8.0 tray slots available
Item
Fcgs
Trays
Code days
Units / store / wk
Waste %
Net GP per tray slot / wk
Why it is in the set
Chicken Caesar Wrap
1
1.0
3
4.71
4.9%
$16.42
Travel lunch anchor; one facing against Turkey Club’s two.
Turkey Club Sandwich
2
2.0
3
4.73
3.7%
$17.74
Highest-return line in the cluster. Travel pattern favours familiar sandwiches.
Southwest Chicken Bowl
1
1.5
3
2.17
10.7%
$5.96
Retained at one facing with a par cut - 10.7% waste on 3 delivery days.
Hummus Veggie Wrap
1
1.0
2
1.63
15.5%
$4.96
RETAINED against the proposal. The only route-legal vegetarian option here; single facing with a reduced par.
Protein Snack Box
2
2.0
5
2.73
6.8%
$9.90
NEW. The 5-day code is the right structural fit for a 3-delivery cluster. Two facings.
HWY TOTAL
7.5
5 items | 7.5 of 8.0 tray slots used, 0.5 held open | 958 units and $3,535 net contribution over 4 weeks
Cobb Salad, Egg Salad Croissant and Turkey Cranberry Sandwich deleted; Caprese Ciabatta and Spicy Tuna Sushi Roll not added.
Rural North (RUR) - 14 stores, 2 deliveries/week, 7.0 tray slots available
Item
Fcgs
Trays
Code days
Units / store / wk
Waste %
Net GP per tray slot / wk
Why it is in the set
Chicken Caesar Wrap
1
1.0
3
3.69
5.3%
$12.82
One facing. The 0.33 out-of-stock store-days per store per week is a delivery-cadence problem, not a facing problem.
Turkey Club Sandwich
2
2.0
3
4.04
4.8%
$15.00
The anchor item in this cluster at 4.04 units per store per week. Two facings.
Southwest Chicken Bowl
1
1.5
3
1.38
19.3%
$3.43
Retained at one facing with a par cut; flagged for the Q4 review if waste does not improve.
Hummus Veggie Wrap
1
1.0
2
1.54
18.1%
$4.50
RETAINED against the proposal. The only route-legal vegetarian option; highest-risk retained line, held to one facing with a hard par cap.
Protein Snack Box
1
1.0
5
1.84
7.8%
$6.64
NEW, CUT FROM 2 FACINGS TO 1. Lowest velocity of any cluster; two facings would put Rural over capacity.
RUR TOTAL
6.5
5 items | 6.5 of 7.0 tray slots used, 0.5 held open | 699 units and $2,506 net contribution over 4 weeks
Cobb Salad, Egg Salad Croissant and Turkey Cranberry Sandwich deleted; Caprese Ciabatta and Spicy Tuna Sushi Roll not added.
Vegetarian coverage: Metro and Campus carry Hummus Veggie Wrap and Caprese Ciabatta; Commuter, Highway and Rural carry Hummus Veggie Wrap. Egg Salad Croissant is deleted chainwide, so it is never the only vegetarian answer in any cluster.
Held-open slack in Metro, Highway and Rural is 0.5 slots each. It cannot be filled: no item in the master occupies less than 1.0 tray slot, and the handoff rules out part-facings.
4. Supporting economics
4.1 Recommended set by cluster, reset weeks 1-4
Cluster
Stores
Items
Trays used / available
Units
Gross profit
Shrink at cost
Signed credits + allowances
Net contribution
291 more paragraphs not shown.
Read Me
| Blue Mesa Market - July 2026 Grab-and-Go Reset: Decision Workbook | ||||
|---|---|---|---|---|
| Category Planning recommendation for the first four weeks of the Q3 reset (reset weeks 1-4). Prepared for the Prepared Foods line review. | ||||
| HEADLINE | ||||
| Proposal lines reviewed | 50 | 50 cluster x SKU lines in the 12 June buyer proposal. | ||
| Accepted as proposed | 36 | Majority of the proposal stands, including the full Protein Snack Box build in four clusters. | ||
| Changed (facings re-sized) | 3 | Metro sushi 2>1, Commuter Caesar 1>2, Rural Protein Box 2>1. | ||
| Rejected | 11 | 5 Hummus deletions, 2 sushi adds outside the signed route, 2 Caprese adds, the Highway Turkey Cranberry keep and the Rural Egg Salad keep. | ||
| Clusters where the proposal breaks capacity | 4 | Commuter, Campus, Highway and Rural are each 0.5 tray slots over. The proposal is not executable as written. | ||
| Clusters where the revised plan fits | 5 | All five, with 0.5 slots held open in Metro, Highway and Rural. | ||
| 4-week net contribution - current set (today) | 22657.11 | Run-rate of the existing seven-item case at observed velocities. The benchmark the reset has to beat. | ||
| 4-week net contribution - revised plan | 28135.2055 | Gross profit less shrink, plus signed vendor credits and scan allowances. Up 24.2% on today. | ||
| 4-week net contribution - buyer proposal | 27721.0496666667 | Excludes the Highway Caprese line, which has no internal demand data to value. | ||
| Net contribution improvement | 414.155833333333 | The revised plan earns more gross profit AND wastes less. | ||
| Waste units avoided vs proposal (4 wks) | 78.2083333333333 | Chainwide reduction in units written off over the first four weeks. | ||
| Shrink dollars avoided vs proposal (4 wks) | 364.410833333333 | A 19.7% cut in shrink cost against the buyer proposal. | ||
| DECISION RULES APPLIED (source: Merchant handoff, L. Moreno, 10 June 2026) | ||||
| 1. Live capacity only | Fit reset weeks 1-4 into the tray slots in the capacity file. No September lease-line change, no extra trays, no extra driver stops. | |||
| 2. Internal data is the demand signal | Supplier projections in the proposal are not an accepted demand source. The proposal carries projections for 13 lines; none were used. | |||
| 3. Signed letters control terms | Credits, route eligibility and launch support come from the signed offer letters, not proposal notes. | |||
| 4. No partial facings | A carried item gets a full facing. Oversized trays (Southwest Bowl, Cobb Salad, Sushi) consume 1.5 slots each. | |||
| 5. One credible vegetarian per cluster | Egg Salad Croissant may not be the only vegetarian answer anywhere. | |||
| 6. Code date vs delivery cadence | 2-day code is a poor fit below 4 delivery days; 1-day code requires signed route and credit support. | |||
| 7. No winter seasonal filler | Do not inherit a Q1 item into the July set just to fill space. | |||
| 8. Rural / Highway simplicity | Fewer, cleaner choices. Empty capacity beats a low-repeat item that trains stores to over-order. | |||
| KEY ASSUMPTIONS AND SCOPE LIMITS | ||||
| Reset window | Weeks 1-4 modelled as 13 July - 9 Aug 2026, the exact window of the signed GreenFork scan allowance. Space Planning must confirm the set date: Caprese units scanned before 13 July earn no allowance, and sushi cannot set before 8 July (first available date). | |||
| Demand basis | 8 weeks of internal POS, waste and inventory records, 6 Apr - 25 May 2026, held flat for the reset. No lift is claimed for added facings; out-of-stock recovery is shown separately as upside, not in the totals. | |||
| Facings and velocity | Changing facings on an item already ranged does not change its modelled velocity. Adding or deleting an item changes it by that item's full observed rate. | |||
| Cannibalisation | Metro and Campus carry Hummus and Caprese together. Cluster-level records show no cannibalisation during the pilot (Metro Hummus +4.3%, Campus +2.2%), but the pilot ran in only 9 of 18 and 5 of 11 stores, so this needs a week-4 store-level read. | |||
| Route M-11 roster | The Sakura letter limits sushi to Metro Core stores on route M-11. The roster is not in the supplied materials and Metro Core has 18 stores. Sushi must be scoped to the confirmed M-11 list before the planogram is released. | |||
| Not modelled | Demand transfer from deleted items to retained items (upside), one-time sell-down write-offs (shown separately on Execution Risks), and labour. | |||
| SOURCE HIERARCHY USED | ||||
| Merchant handoff (business rules) > signed offer letters (terms) > internal POS/waste/inventory > buyer proposal & supplier projections | ||||
| Cell colour key: blue = hardcoded input from a source file or a stated decision; black = calculation; green = link to another sheet; yellow = assumption to confirm. |
Assumptions
| Assumptions, Signed Rates and Source Inputs | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| All values on this sheet are transcribed from the supplied source files. Blue = hardcoded input. Every other sheet references these cells. | ||||||||||||||
| GLOBAL MODEL ASSUMPTIONS | ||||||||||||||
| Reset weeks modelled | 4 | Merchant handoff: "first four weeks of the July reset". | ||||||||||||
| Reset window start | 2026-07-13 | Assumed. Matches the signed GreenFork allowance window start; confirm with Space Planning. | ||||||||||||
| Reset window end | 2026-08-09 | Assumed. 4 weeks from the start date; equals the GreenFork allowance end date. | ||||||||||||
| GreenFork shrink credit rate | 0.3 | GreenFork letter, signed 5 Jun 2026: 30% credit on documented waste units for covered items. | ||||||||||||
| GreenFork minimum delivery days for credit | 4 | GreenFork letter: credit applies only in stores receiving GreenFork delivery at least four days per week. | ||||||||||||
| Sakura waste credit rate (Metro route M-11 only) | 0.5 | Sakura letter, signed 7 Jun 2026: 50% credit on documented waste units through 16 Aug, Metro Core M-11 stores only. | ||||||||||||
| Caprese Ciabatta scan allowance ($/unit) | 0.4 | GreenFork letter: $0.40 per scanned unit on GGS-3RZA receipts dated 13 Jul - 9 Aug. | ||||||||||||
| Caprese allowance cap (units) | 5500 | GreenFork letter. | ||||||||||||
| Protein Snack Box scan allowance ($/unit) | 0.35 | Urban Spoon letter, signed 6 Jun 2026: $0.35 per scanned unit during the first six weeks of the Q3 reset. | ||||||||||||
| Protein Snack Box allowance cap (units) | 8000 | Urban Spoon letter. | ||||||||||||
| Demand observation window | 2026-04-06 to 2026-05-25 | 8 complete weeks of internal POS / waste / inventory records. | ||||||||||||
| Supplier projections used in the model | 0 | Merchant handoff: supplier projections are not an accepted demand source. | ||||||||||||
| STORE CLUSTER CAPACITY (source: store_cluster_capacity.csv) | ||||||||||||||
| Cluster code | Cluster name | Stores | Deliveries / wk | Tray slots available | Extra tray project | Notes | ||||||||
| MET | Metro Core | 18 | 5 | 12 | Pending September lease-line change; not approved for July reset | Dense lunch traffic; daily prepared-food replenishment except Sunday. | ||||||||
| COM | Commuter Suburban | 26 | 4 | 10 | No incremental tray capacity this reset | Office parks and commuter corridors; strongest weekday lunch. | ||||||||
| CAM | Campus / Hospital | 11 | 5 | 10 | No incremental tray capacity this reset | Late lunch and evening snack missions; meatless options over-index. | ||||||||
| HWY | Highway / Travel | 15 | 3 | 8 | No incremental tray capacity this reset | Fewer delivery touches; travel purchase pattern favors familiar sandwiches. | ||||||||
| RUR | Rural North | 14 | 2 | 7 | No incremental tray capacity this reset | Long delivery gap and highest transfer cost; do not chase low-repeat novelty. | ||||||||
| ITEM MASTER AND UNIT ECONOMICS (source: item_master_unit_economics.csv) | ||||||||||||||
| SKU | Item | Status | Vendor | Role | Diet flag | Code life (days) | Case pack | Tray slots / facing | Retail ($) | Unit cost ($) | GP / unit ($) | GP % | First available | Current core |
| GGS-84QJ | Chicken Caesar Wrap | Current | EatWell Foods | Core wrap | Meat | 3 | 12 | 1 | 5.99 | 2.38 | 3.61 | 0.602671118530885 | 2024-03-18 | Yes |
| GGS-2VWK | Turkey Club Sandwich | Current | EatWell Foods | Core sandwich | Meat | 3 | 10 | 1 | 6.49 | 2.64 | 3.85 | 0.593220338983051 | 2023-08-07 | Yes |
| GGS-9PQL | Southwest Chicken Bowl | Current | Urban Spoon | Bowl meal | Meat | 3 | 8 | 1.5 | 7.99 | 3.45 | 4.54 | 0.568210262828536 | 2024-09-09 | Yes |
| GGS-7DNL | Cobb Salad | Current | FreshPack Deli | Salad meal | Meat | 3 | 6 | 1.5 | 8.49 | 3.72 | 4.77 | 0.561837455830389 | 2024-01-22 | No |
| GGS-5MTC | Hummus Veggie Wrap | Current | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 8 | 1 | 6.29 | 2.75 | 3.54 | 0.562798092209857 | 2023-05-01 | No |
| GGS-3RZA | Caprese Ciabatta | Candidate | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 8 | 1 | 6.99 | 3.1 | 3.89 | 0.556509298998569 | 2026-06-24 | No |
| GGS-1KFV | Egg Salad Croissant | Current | FreshPack Deli | Legacy sandwich | Egg vegetarian | 2 | 8 | 1 | 5.49 | 2.28 | 3.21 | 0.584699453551913 | 2022-06-13 | No |
| GGS-4HBP | Turkey Cranberry Sandwich | Current seasonal | EatWell Foods | Winter seasonal | Meat | 3 | 10 | 1 | 6.59 | 2.95 | 3.64 | 0.552352048558422 | 2025-10-27 | No |
| GGS-6BGH | Protein Snack Box | Candidate | Urban Spoon | Protein snack / light meal | Mixed protein | 5 | 10 | 1 | 6.79 | 2.94 | 3.85 | 0.567010309278351 | 2026-06-24 | No |
| GGS-8XUY | Spicy Tuna Sushi Roll | Candidate | Sakura Express | Sushi / novelty lunch | Fish | 1 | 12 | 1.5 | 9.99 | 4.3 | 5.69 | 0.56956956956957 | 2026-07-08 | No |
| Excel column map for the item master block above: A=SKU, C=Status, G=Code life, I=Tray slots/facing, J=Retail, K=Unit cost, L=GP/unit. |
Item Economics
| Item Economics by Cluster - Internal Demand Signal | |||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 weeks of internal POS, waste and inventory records (6 Apr - 25 May 2026). This is the only demand source used. Net GP per tray slot per week is the ranking metric because tray slots, not facings, are the constrained resource. | |||||||||||||||||||||||||||||||
| Cluster | Cluster name | SKU | Item | Vendor | Role | Diet flag | Range type | Stores observed | Weeks | Net sales units (8 wks) | Waste units (8 wks) | OOS store-days (8 wks) | Ending on hand (25 May) | Units / store / wk | Waste units / store / wk | Waste % of supply | OOS days / store / wk | Retail ($) | Unit cost ($) | GP / unit ($) | GP / store / wk ($) | Shrink / store / wk ($) | Net GP / store / wk ($) | Tray slots / facing | Net GP per tray slot / wk ($) | Rank in cluster | Code life (days) | Deliveries / wk | Code date vs cadence | On-hand cover at 25 May (days) | Cover vs code life (days) |
| MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Core wrap | Meat | Current set | 18 | 8 | 792 | 41 | 36 | 40 | 5.5 | 0.284722222222222 | 0.0492196878751501 | 0.25 | 5.99 | 2.38 | 3.61 | 19.855 | 0.677638888888889 | 19.1773611111111 | 1 | 19.1773611111111 | 1 | 3 | 5 | OK | 2.82828282828283 | -0.171717171717172 |
| MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Core sandwich | Meat | Current set | 18 | 8 | 445 | 18 | 7.9 | 17 | 3.09027777777778 | 0.125 | 0.0388768898488121 | 0.0548611111111111 | 6.49 | 2.64 | 3.85 | 11.8975694444444 | 0.33 | 11.5675694444444 | 1 | 11.5675694444444 | 4 | 3 | 5 | OK | 2.13932584269663 | -0.860674157303371 |
| MET | Metro Core | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Bowl meal | Meat | Current set | 18 | 8 | 650 | 46 | 23 | 28 | 4.51388888888889 | 0.319444444444444 | 0.0660919540229885 | 0.159722222222222 | 7.99 | 3.45 | 4.54 | 20.4930555555556 | 1.10208333333333 | 19.3909722222222 | 1.5 | 12.9273148148148 | 3 | 3 | 5 | OK | 2.41230769230769 | -0.587692307692308 |
| MET | Metro Core | GGS-7DNL | Cobb Salad | FreshPack Deli | Salad meal | Meat | Current set | 18 | 8 | 435 | 35 | 6.9 | 36 | 3.02083333333333 | 0.243055555555556 | 0.074468085106383 | 0.0479166666666667 | 8.49 | 3.72 | 4.77 | 14.409375 | 0.904166666666667 | 13.5052083333333 | 1.5 | 9.00347222222222 | 7 | 3 | 5 | OK | 4.63448275862069 | 1.63448275862069 |
| MET | Metro Core | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Vegetarian lunch | Vegetarian | Current set | 18 | 8 | 282 | 24 | 9.1 | 31 | 1.95833333333333 | 0.166666666666667 | 0.0784313725490196 | 0.0631944444444444 | 6.29 | 2.75 | 3.54 | 6.9325 | 0.458333333333333 | 6.47416666666667 | 1 | 6.47416666666667 | 8 | 2 | 5 | OK | 6.15602836879433 | 4.15602836879433 |
| MET | Metro Core | GGS-3RZA | Caprese Ciabatta | GreenFork Kitchen | Vegetarian lunch | Vegetarian | Controlled pilot | 9 | 8 | 228 | 21 | 3.8 | 21 | 3.16666666666667 | 0.291666666666667 | 0.0843373493975904 | 0.0527777777777778 | 6.99 | 3.1 | 3.89 | 12.3183333333333 | 0.904166666666667 | 11.4141666666667 | 1 | 11.4141666666667 | 5 | 2 | 5 | OK | 5.15789473684211 | 3.15789473684211 |
| MET | Metro Core | GGS-1KFV | Egg Salad Croissant | FreshPack Deli | Legacy sandwich | Egg vegetarian | Current set | 18 | 8 | 186 | 49 | 8.4 | 28 | 1.29166666666667 | 0.340277777777778 | 0.208510638297872 | 0.0583333333333333 | 5.49 | 2.28 | 3.21 | 4.14625 | 0.775833333333333 | 3.37041666666667 | 1 | 3.37041666666667 | 9 | 2 | 5 | OK | 8.43010752688172 | 6.43010752688172 |
| MET | Metro Core | GGS-4HBP | Turkey Cranberry Sandwich | EatWell Foods | Winter seasonal | Meat | Current set | 18 | 8 | 115 | 33 | 6.9 | 40 | 0.798611111111111 | 0.229166666666667 | 0.222972972972973 | 0.0479166666666667 | 6.59 | 2.95 | 3.64 | 2.90694444444444 | 0.676041666666667 | 2.23090277777778 | 1 | 2.23090277777778 | 10 | 3 | 5 | OK | 19.4782608695652 | 16.4782608695652 |
| MET | Metro Core | GGS-6BGH | Protein Snack Box | Urban Spoon | Protein snack / light meal | Mixed protein | Controlled pilot | 9 | 8 | 298 | 8 | 20.2 | 29 | 4.13888888888889 | 0.111111111111111 | 0.0261437908496732 | 0.280555555555556 | 6.79 | 2.94 | 3.85 | 15.9347222222222 | 0.326666666666667 | 15.6080555555556 | 1 | 15.6080555555556 | 2 | 5 | 5 | OK | 5.4496644295302 | 0.449664429530201 |
| MET | Metro Core | GGS-8XUY | Spicy Tuna Sushi Roll | Sakura Express | Sushi / novelty lunch | Fish | Controlled pilot | 9 | 8 | 227 | 27 | 6.2 | 30 | 3.15277777777778 | 0.375 | 0.106299212598425 | 0.0861111111111111 | 9.99 | 4.3 | 5.69 | 17.9393055555556 | 1.6125 | 16.3268055555556 | 1.5 | 10.884537037037 | 6 | 1 | 5 | 1-day code - needs signed daily route | 7.40088105726872 | 6.40088105726872 |
| COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Core wrap | Meat | Current set | 26 | 8 | 1025 | 42 | 36.6 | 40 | 4.92788461538462 | 0.201923076923077 | 0.0393626991565136 | 0.175961538461538 | 5.99 | 2.38 | 3.61 | 17.7896634615385 | 0.480576923076923 | 17.3090865384615 | 1 | 17.3090865384615 | 1 | 3 | 4 | OK | 2.18536585365854 | -0.814634146341463 |
| COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Core sandwich | Meat | Current set | 26 | 8 | 917 | 38 | 11.2 | 43 | 4.40865384615385 | 0.182692307692308 | 0.0397905759162304 | 0.0538461538461538 | 6.49 | 2.64 | 3.85 | 16.9733173076923 | 0.482307692307692 | 16.4910096153846 | 1 | 16.4910096153846 | 2 | 3 | 4 | OK | 2.62595419847328 | -0.374045801526718 |
| COM | Commuter Suburban | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Bowl meal | Meat | Current set | 26 | 8 | 640 | 53 | 13.6 | 44 | 3.07692307692308 | 0.254807692307692 | 0.0764790764790765 | 0.0653846153846154 | 7.99 | 3.45 | 4.54 | 13.9692307692308 | 0.879086538461539 | 13.0901442307692 | 1.5 | 8.72676282051282 | 4 | 3 | 4 | OK | 3.85 | 0.85 |
| COM | Commuter Suburban | GGS-7DNL | Cobb Salad | FreshPack Deli | Salad meal | Meat | Current set | 26 | 8 | 601 | 59 | 10.3 | 46 | 2.88942307692308 | 0.283653846153846 | 0.0893939393939394 | 0.0495192307692308 | 8.49 | 3.72 | 4.77 | 13.7825480769231 | 1.05519230769231 | 12.7273557692308 | 1.5 | 8.48490384615385 | 5 | 3 | 4 | OK | 4.28618968386023 | 1.28618968386023 |
| COM | Commuter Suburban | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Vegetarian lunch | Vegetarian | Current set | 26 | 8 | 454 | 43 | 9.4 | 39 | 2.18269230769231 | 0.206730769230769 | 0.0865191146881288 | 0.0451923076923077 | 6.29 | 2.75 | 3.54 | 7.72673076923077 | 0.568509615384615 | 7.15822115384615 | 1 | 7.15822115384615 | 6 | 2 | 4 | OK | 4.81057268722467 | 2.81057268722467 |
| COM | Commuter Suburban | GGS-3RZA | Caprese Ciabatta | GreenFork Kitchen | Vegetarian lunch | Vegetarian | Controlled pilot | 8 | 8 | 117 | 23 | 3.3 | 14 | 1.828125 | 0.359375 | 0.164285714285714 | 0.0515625 | 6.99 | 3.1 | 3.89 | 7.11140625 | 1.1140625 | 5.99734375 | 1 | 5.99734375 | 7 | 2 | 4 | OK | 6.7008547008547 | 4.7008547008547 |
| COM | Commuter Suburban | GGS-1KFV | Egg Salad Croissant | FreshPack Deli | Legacy sandwich | Egg vegetarian | Current set | 26 | 8 | 246 | 62 | 10.2 | 53 | 1.18269230769231 | 0.298076923076923 | 0.201298701298701 | 0.0490384615384615 | 5.49 | 2.28 | 3.21 | 3.79644230769231 | 0.679615384615385 | 3.11682692307692 | 1 | 3.11682692307692 | 8 | 2 | 4 | OK | 12.0650406504065 | 10.0650406504065 |
| COM | Commuter Suburban | GGS-4HBP | Turkey Cranberry Sandwich | EatWell Foods | Winter seasonal | Meat | Current set | 26 | 8 | 204 | 54 | 9.7 | 48 | 0.980769230769231 | 0.259615384615385 | 0.209302325581395 | 0.0466346153846154 | 6.59 | 2.95 | 3.64 | 3.57 | 0.765865384615385 | 2.80413461538461 | 1 | 2.80413461538461 | 9 | 3 | 4 | OK | 13.1764705882353 | 10.1764705882353 |
| COM | Commuter Suburban | GGS-6BGH | Protein Snack Box | Urban Spoon | Protein snack / light meal | Mixed protein | Controlled pilot | 8 | 8 | 248 | 9 | 21.8 | 12 | 3.875 | 0.140625 | 0.0350194552529183 | 0.340625 | 6.79 | 2.94 | 3.85 | 14.91875 | 0.4134375 | 14.5053125 | 1 | 14.5053125 | 3 | 5 | 4 | OK | 2.70967741935484 | -2.29032258064516 |
| COM | Commuter Suburban | GGS-8XUY | Spicy Tuna Sushi Roll | Sakura Express | Sushi / novelty lunch | Fish | Controlled pilot | 6 | 8 | 54 | 26 | 2.4 | 14 | 1.125 | 0.541666666666667 | 0.325 | 0.05 | 9.99 | 4.3 | 5.69 | 6.40125 | 2.32916666666667 | 4.07208333333333 | 1.5 | 2.71472222222222 | 10 | 1 | 4 | 1-day code - needs signed daily route | 14.5185185185185 | 13.5185185185185 |
| CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Core wrap | Meat | Current set | 11 | 8 | 598 | 23 | 19.6 | 22 | 6.79545454545455 | 0.261363636363636 | 0.037037037037037 | 0.222727272727273 | 5.99 | 2.38 | 3.61 | 24.5315909090909 | 0.622045454545455 | 23.9095454545455 | 1 | 23.9095454545455 | 1 | 3 | 5 | OK | 2.06020066889632 | -0.939799331103679 |
| CAM | Campus / Hospital | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Core sandwich | Meat | Current set | 11 | 8 | 306 | 17 | 4.6 | 16 | 3.47727272727273 | 0.193181818181818 | 0.0526315789473684 | 0.0522727272727273 | 6.49 | 2.64 | 3.85 | 13.3875 | 0.51 | 12.8775 | 1 | 12.8775 | 4 | 3 | 5 | OK | 2.9281045751634 | -0.0718954248366011 |
| CAM | Campus / Hospital | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Bowl meal | Meat | Current set | 11 | 8 | 406 | 28 | 16.8 | 31 | 4.61363636363636 | 0.318181818181818 | 0.0645161290322581 | 0.190909090909091 | 7.99 | 3.45 | 4.54 | 20.9459090909091 | 1.09772727272727 | 19.8481818181818 | 1.5 | 13.2321212121212 | 3 | 3 | 5 | OK | 4.27586206896552 | 1.27586206896552 |
| CAM | Campus / Hospital | GGS-7DNL | Cobb Salad | FreshPack Deli | Salad meal | Meat | Current set | 11 | 8 | 211 | 21 | 4.3 | 15 | 2.39772727272727 | 0.238636363636364 | 0.0905172413793104 | 0.0488636363636364 | 8.49 | 3.72 | 4.77 | 11.4371590909091 | 0.887727272727273 | 10.5494318181818 | 1.5 | 7.03295454545455 | 7 | 3 | 5 | OK | 3.98104265402844 | 0.981042654028435 |
| CAM | Campus / Hospital | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Vegetarian lunch | Vegetarian | Current set | 11 | 8 | 273 | 21 | 3.8 | 13 | 3.10227272727273 | 0.238636363636364 | 0.0714285714285714 | 0.0431818181818182 | 6.29 | 2.75 | 3.54 | 10.9820454545455 | 0.65625 | 10.3257954545455 | 1 | 10.3257954545455 | 6 | 2 | 5 | OK | 2.66666666666667 | 0.666666666666667 |
| CAM | Campus / Hospital | GGS-3RZA | Caprese Ciabatta | GreenFork Kitchen | Vegetarian lunch | Vegetarian | Controlled pilot | 5 | 8 | 132 | 9 | 1.7 | 20 | 3.3 | 0.225 | 0.0638297872340426 | 0.0425 | 6.99 | 3.1 | 3.89 | 12.837 | 0.6975 | 12.1395 | 1 | 12.1395 | 5 | 2 | 5 | OK | 8.48484848484848 | 6.48484848484848 |
| CAM | Campus / Hospital | GGS-1KFV | Egg Salad Croissant | FreshPack Deli | Legacy sandwich | Egg vegetarian | Current set | 11 | 8 | 138 | 32 | 4.6 | 17 | 1.56818181818182 | 0.363636363636364 | 0.188235294117647 | 0.0522727272727273 | 5.49 | 2.28 | 3.21 | 5.03386363636364 | 0.829090909090909 | 4.20477272727273 | 1 | 4.20477272727273 | 9 | 2 | 5 | OK | 6.89855072463768 | 4.89855072463768 |
| CAM | Campus / Hospital | GGS-4HBP | Turkey Cranberry Sandwich | EatWell Foods | Winter seasonal | Meat | Current set | 11 | 8 | 61 | 18 | 4.8 | 20 | 0.693181818181818 | 0.204545454545455 | 0.227848101265823 | 0.0545454545454545 | 6.59 | 2.95 | 3.64 | 2.52318181818182 | 0.603409090909091 | 1.91977272727273 | 1 | 1.91977272727273 | 10 | 3 | 5 | OK | 18.3606557377049 | 15.3606557377049 |
| CAM | Campus / Hospital | GGS-6BGH | Protein Snack Box | Urban Spoon | Protein snack / light meal | Mixed protein | Controlled pilot | 5 | 8 | 224 | 8 | 9.4 | 24 | 5.6 | 0.2 | 0.0344827586206897 | 0.235 | 6.79 | 2.94 | 3.85 | 21.56 | 0.588 | 20.972 | 1 | 20.972 | 2 | 5 | 5 | OK | 6 | 1 |
| CAM | Campus / Hospital | GGS-8XUY | Spicy Tuna Sushi Roll | Sakura Express | Sushi / novelty lunch | Fish | Controlled pilot | 4 | 8 | 68 | 24 | 1.5 | 14 | 2.125 | 0.75 | 0.260869565217391 | 0.046875 | 9.99 | 4.3 | 5.69 | 12.09125 | 3.225 | 8.86625 | 1.5 | 5.91083333333333 | 8 | 1 | 5 | 1-day code - needs signed daily route | 11.5294117647059 | 10.5294117647059 |
| HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Core wrap | Meat | Current set | 15 | 8 | 565 | 29 | 32 | 18 | 4.70833333333333 | 0.241666666666667 | 0.0488215488215488 | 0.266666666666667 | 5.99 | 2.38 | 3.61 | 16.9970833333333 | 0.575166666666667 | 16.4219166666667 | 1 | 16.4219166666667 | 2 | 3 | 3 | OK | 1.78407079646018 | -1.21592920353982 |
| HWY | Highway / Travel | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Core sandwich | Meat | Current set | 15 | 8 | 568 | 22 | 4.2 | 20 | 4.73333333333333 | 0.183333333333333 | 0.0372881355932203 | 0.035 | 6.49 | 2.64 | 3.85 | 18.2233333333333 | 0.484 | 17.7393333333333 | 1 | 17.7393333333333 | 1 | 3 | 3 | OK | 1.97183098591549 | -1.02816901408451 |
| HWY | Highway / Travel | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Bowl meal | Meat | Current set | 15 | 8 | 260 | 31 | 4.9 | 35 | 2.16666666666667 | 0.258333333333333 | 0.106529209621993 | 0.0408333333333333 | 7.99 | 3.45 | 4.54 | 9.83666666666667 | 0.89125 | 8.94541666666667 | 1.5 | 5.96361111111111 | 4 | 3 | 3 | OK | 7.53846153846154 | 4.53846153846154 |
| HWY | Highway / Travel | GGS-7DNL | Cobb Salad | FreshPack Deli | Salad meal | Meat | Current set | 15 | 8 | 131 | 29 | 5.8 | 29 | 1.09166666666667 | 0.241666666666667 | 0.18125 | 0.0483333333333333 | 8.49 | 3.72 | 4.77 | 5.20725 | 0.899 | 4.30825 | 1.5 | 2.87216666666667 | 7 | 3 | 3 | OK | 12.3969465648855 | 9.3969465648855 |
| HWY | Highway / Travel | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Vegetarian lunch | Vegetarian | Current set | 15 | 8 | 196 | 36 | 4.6 | 31 | 1.63333333333333 | 0.3 | 0.155172413793103 | 0.0383333333333333 | 6.29 | 2.75 | 3.54 | 5.782 | 0.825 | 4.957 | 1 | 4.957 | 5 | 2 | 3 | 2-day code below 4 delivery days | 8.85714285714286 | 6.85714285714286 |
| HWY | Highway / Travel | GGS-1KFV | Egg Salad Croissant | FreshPack Deli | Legacy sandwich | Egg vegetarian | Current set | 15 | 8 | 95 | 26 | 5.6 | 34 | 0.791666666666667 | 0.216666666666667 | 0.214876033057851 | 0.0466666666666667 | 5.49 | 2.28 | 3.21 | 2.54125 | 0.494 | 2.04725 | 1 | 2.04725 | 8 | 2 | 3 | 2-day code below 4 delivery days | 20.0421052631579 | 18.0421052631579 |
| HWY | Highway / Travel | GGS-4HBP | Turkey Cranberry Sandwich | EatWell Foods | Winter seasonal | Meat | Current set | 15 | 8 | 135 | 39 | 5.5 | 28 | 1.125 | 0.325 | 0.224137931034483 | 0.0458333333333333 | 6.59 | 2.95 | 3.64 | 4.095 | 0.95875 | 3.13625 | 1 | 3.13625 | 6 | 3 | 3 | OK | 11.6148148148148 | 8.61481481481481 |
| HWY | Highway / Travel | GGS-6BGH | Protein Snack Box | Urban Spoon | Protein snack / light meal | Mixed protein | Controlled pilot | 5 | 8 | 109 | 8 | 11.6 | 20 | 2.725 | 0.2 | 0.0683760683760684 | 0.29 | 6.79 | 2.94 | 3.85 | 10.49125 | 0.588 | 9.90325 | 1 | 9.90325 | 3 | 5 | 3 | OK | 10.2752293577982 | 5.27522935779817 |
| RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Core wrap | Meat | Current set | 14 | 8 | 413 | 23 | 37.1 | 29 | 3.6875 | 0.205357142857143 | 0.0527522935779817 | 0.33125 | 5.99 | 2.38 | 3.61 | 13.311875 | 0.48875 | 12.823125 | 1 | 12.823125 | 2 | 3 | 2 | OK | 3.93220338983051 | 0.932203389830509 |
| RUR | Rural North | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Core sandwich | Meat | Current set | 14 | 8 | 452 | 23 | 4.2 | 26 | 4.03571428571429 | 0.205357142857143 | 0.048421052631579 | 0.0375 | 6.49 | 2.64 | 3.85 | 15.5375 | 0.542142857142857 | 14.9953571428571 | 1 | 14.9953571428571 | 1 | 3 | 2 | OK | 3.2212389380531 | 0.221238938053097 |
| RUR | Rural North | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Bowl meal | Meat | Current set | 14 | 8 | 155 | 37 | 5.7 | 32 | 1.38392857142857 | 0.330357142857143 | 0.192708333333333 | 0.0508928571428571 | 7.99 | 3.45 | 4.54 | 6.28303571428571 | 1.13973214285714 | 5.14330357142857 | 1.5 | 3.42886904761905 | 5 | 3 | 2 | OK | 11.5612903225806 | 8.56129032258065 |
| RUR | Rural North | GGS-7DNL | Cobb Salad | FreshPack Deli | Salad meal | Meat | Current set | 14 | 8 | 80 | 24 | 7 | 17 | 0.714285714285714 | 0.214285714285714 | 0.230769230769231 | 0.0625 | 8.49 | 3.72 | 4.77 | 3.40714285714286 | 0.797142857142857 | 2.61 | 1.5 | 1.74 | 8 | 3 | 2 | OK | 11.9 | 8.9 |
| RUR | Rural North | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Vegetarian lunch | Vegetarian | Current set | 14 | 8 | 172 | 38 | 5 | 25 | 1.53571428571429 | 0.339285714285714 | 0.180952380952381 | 0.0446428571428571 | 6.29 | 2.75 | 3.54 | 5.43642857142857 | 0.933035714285714 | 4.50339285714286 | 1 | 4.50339285714286 | 4 | 2 | 2 | 2-day code below 4 delivery days | 8.13953488372093 | 6.13953488372093 |
| RUR | Rural North | GGS-1KFV | Egg Salad Croissant | FreshPack Deli | Legacy sandwich | Egg vegetarian | Current set | 14 | 8 | 81 | 26 | 5 | 26 | 0.723214285714286 | 0.232142857142857 | 0.242990654205607 | 0.0446428571428571 | 5.49 | 2.28 | 3.21 | 2.32151785714286 | 0.529285714285714 | 1.79223214285714 | 1 | 1.79223214285714 | 7 | 2 | 2 | 2-day code below 4 delivery days | 17.9753086419753 | 15.9753086419753 |
| RUR | Rural North | GGS-4HBP | Turkey Cranberry Sandwich | EatWell Foods | Winter seasonal | Meat | Current set | 14 | 8 | 93 | 26 | 5.6 | 20 | 0.830357142857143 | 0.232142857142857 | 0.218487394957983 | 0.05 | 6.59 | 2.95 | 3.64 | 3.0225 | 0.684821428571429 | 2.33767857142857 | 1 | 2.33767857142857 | 6 | 3 | 2 | OK | 12.0430107526882 | 9.04301075268817 |
| RUR | Rural North | GGS-6BGH | Protein Snack Box | Urban Spoon | Protein snack / light meal | Mixed protein | Controlled pilot | 4 | 8 | 59 | 5 | 8.4 | 9 | 1.84375 | 0.15625 | 0.078125 | 0.2625 | 6.79 | 2.94 | 3.85 | 7.0984375 | 0.459375 | 6.6390625 | 1 | 6.6390625 | 3 | 5 | 2 | OK | 8.54237288135593 | 3.54237288135593 |
| Rows shaded amber are controlled pilots, not full-chain history. Caprese and Sushi were piloted in Metro / Commuter / Campus only; Protein Snack Box was piloted in all five clusters. There is no internal data for Caprese or Sushi in Highway or Rural, which is why the proposal lines for those clusters cannot be valued. | |||||||||||||||||||||||||||||||
| "On-hand cover" divides end-of-period inventory per store by the daily sales rate. Where cover exceeds code life, reported waste understates true shrink: product is being held past code or written off outside the waste ledger. |
Final Assortment
| Revised Cluster-Level Assortment - July Reset Weeks 1-4 | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| The set Space Planning should build. Facings are decisions (blue); trays, units and dollars are calculated. Every cluster fits its live tray capacity with no assumed expansion. | |||||||||||||||||
| Cluster | Cluster name | Stores | Del / wk | SKU | Item | Vendor | Role | Diet flag | Code life (days) | FACINGS | Tray slots / facing | Trays used | Units / store / wk | Units, 4 wks | Net contribution, 4 wks ($) | Code date vs cadence | Status vs current set |
| MET | Metro Core | 18 | 5 | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Core wrap | Meat | 3 | 2 | 1 | 2 | 5.5 | 396 | 1380.77 | 0 | Retained |
| MET | Metro Core | 18 | 5 | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Core sandwich | Meat | 3 | 1 | 1 | 1 | 3.09027777777778 | 222.5 | 832.865 | 0 | Retained |
| MET | Metro Core | 18 | 5 | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Bowl meal | Meat | 3 | 1 | 1.5 | 1.5 | 4.51388888888889 | 325 | 1396.15 | 0 | Retained |
| MET | Metro Core | 18 | 5 | GGS-7DNL | Cobb Salad | FreshPack Deli | Salad meal | Meat | 3 | 1 | 1.5 | 1.5 | 3.02083333333333 | 217.5 | 972.375 | 0 | Retained |
| MET | Metro Core | 18 | 5 | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 1 | 1 | 1 | 1.95833333333333 | 141 | 476.04 | 0 | Retained |
| MET | Metro Core | 18 | 5 | GGS-3RZA | Caprese Ciabatta | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 1 | 1 | 1 | 3.16666666666667 | 228 | 932.55 | 0 | NEW |
| MET | Metro Core | 18 | 5 | GGS-6BGH | Protein Snack Box | Urban Spoon | Protein snack / light meal | Mixed protein | 5 | 2 | 1 | 2 | 4.13888888888889 | 298 | 1228.08 | 0 | NEW |
| MET | Metro Core | 18 | 5 | GGS-8XUY | Spicy Tuna Sushi Roll | Sakura Express | Sushi / novelty lunch | Fish | 1 | 1 | 1.5 | 1.5 | 3.15277777777778 | 227 | 1233.58 | 0 | NEW - route M-11 stores only |
| MET TOTAL | 8 items | tray slots available: 12.0 | slack: 0.5 | 10 | 11.5 | 2055 | 8452.41 | Deleted: Egg Salad Croissant, Turkey Cranberry Sandwich | Proposed but not added: none | |||||||||||
| COM | Commuter Suburban | 26 | 4 | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Core wrap | Meat | 3 | 2 | 1 | 2 | 4.92788461538462 | 512.5 | 1800.145 | 0 | Retained |
| COM | Commuter Suburban | 26 | 4 | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Core sandwich | Meat | 3 | 2 | 1 | 2 | 4.40865384615385 | 458.5 | 1715.065 | 0 | Retained |
| COM | Commuter Suburban | 26 | 4 | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Bowl meal | Meat | 3 | 1 | 1.5 | 1.5 | 3.07692307692308 | 320 | 1361.375 | 0 | Retained |
| COM | Commuter Suburban | 26 | 4 | GGS-7DNL | Cobb Salad | FreshPack Deli | Salad meal | Meat | 3 | 1 | 1.5 | 1.5 | 2.88942307692308 | 300.5 | 1323.645 | 0 | Retained |
| COM | Commuter Suburban | 26 | 4 | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 1 | 1 | 1 | 2.18269230769231 | 227 | 762.1925 | 0 | Retained |
| COM | Commuter Suburban | 26 | 4 | GGS-6BGH | Protein Snack Box | Urban Spoon | Protein snack / light meal | Mixed protein | 5 | 2 | 1 | 2 | 3.875 | 403 | 1649.6025 | 0 | NEW |
| COM TOTAL | 6 items | tray slots available: 10.0 | slack: 0.0 | 9 | 10 | 2221.5 | 8612.025 | Deleted: Egg Salad Croissant, Turkey Cranberry Sandwich | Proposed but not added: Caprese Ciabatta, Spicy Tuna Sushi Roll | |||||||||||
| CAM | Campus / Hospital | 11 | 5 | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Core wrap | Meat | 3 | 2 | 1 | 2 | 6.79545454545455 | 299 | 1052.02 | 0 | Retained |
| CAM | Campus / Hospital | 11 | 5 | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Core sandwich | Meat | 3 | 1 | 1 | 1 | 3.47727272727273 | 153 | 566.61 | 0 | Retained |
| CAM | Campus / Hospital | 11 | 5 | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Bowl meal | Meat | 3 | 1 | 1.5 | 1.5 | 4.61363636363636 | 203 | 873.32 | 0 | Retained |
| CAM | Campus / Hospital | 11 | 5 | GGS-7DNL | Cobb Salad | FreshPack Deli | Salad meal | Meat | 3 | 1 | 1.5 | 1.5 | 2.39772727272727 | 105.5 | 464.175 | 0 | Retained |
| CAM | Campus / Hospital | 11 | 5 | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 1 | 1 | 1 | 3.10227272727273 | 136.5 | 462.9975 | 0 | Retained |
| CAM | Campus / Hospital | 11 | 5 | GGS-3RZA | Caprese Ciabatta | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 1 | 1 | 1 | 3.3 | 145.2 | 601.425 | 0 | NEW |
| CAM | Campus / Hospital | 11 | 5 | GGS-6BGH | Protein Snack Box | Urban Spoon | Protein snack / light meal | Mixed protein | 5 | 2 | 1 | 2 | 5.6 | 246.4 | 1009.008 | 0 | NEW |
| CAM TOTAL | 7 items | tray slots available: 10.0 | slack: 0.0 | 9 | 10 | 1288.6 | 5029.5555 | Deleted: Egg Salad Croissant, Turkey Cranberry Sandwich | Proposed but not added: Spicy Tuna Sushi Roll | |||||||||||
| HWY | Highway / Travel | 15 | 3 | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Core wrap | Meat | 3 | 1 | 1 | 1 | 4.70833333333333 | 282.5 | 985.315 | 0 | Retained |
| HWY | Highway / Travel | 15 | 3 | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Core sandwich | Meat | 3 | 2 | 1 | 2 | 4.73333333333333 | 284 | 1064.36 | 0 | Retained |
| HWY | Highway / Travel | 15 | 3 | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Bowl meal | Meat | 3 | 1 | 1.5 | 1.5 | 2.16666666666667 | 130 | 536.725 | 0 | Retained |
| HWY | Highway / Travel | 15 | 3 | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 1 | 1 | 1 | 1.63333333333333 | 98 | 297.42 | 0 | Retained |
| HWY | Highway / Travel | 15 | 3 | GGS-6BGH | Protein Snack Box | Urban Spoon | Protein snack / light meal | Mixed protein | 5 | 2 | 1 | 2 | 2.725 | 163.5 | 651.42 | 0 | NEW |
| HWY TOTAL | 5 items | tray slots available: 8.0 | slack: 0.5 | 7 | 7.5 | 958 | 3535.24 | Deleted: Cobb Salad, Egg Salad Croissant, Turkey Cranberry Sandwich | Proposed but not added: Caprese Ciabatta, Spicy Tuna Sushi Roll | |||||||||||
| RUR | Rural North | 14 | 2 | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Core wrap | Meat | 3 | 1 | 1 | 1 | 3.6875 | 206.5 | 718.095 | 0 | Retained |
| RUR | Rural North | 14 | 2 | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Core sandwich | Meat | 3 | 2 | 1 | 2 | 4.03571428571429 | 226 | 839.74 | 0 | Retained |
| RUR | Rural North | 14 | 2 | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Bowl meal | Meat | 3 | 1 | 1.5 | 1.5 | 1.38392857142857 | 77.5 | 288.025 | 0 | Retained |
| RUR | Rural North | 14 | 2 | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 1 | 1 | 1 | 1.53571428571429 | 86 | 252.19 | 0 | Retained |
| RUR | Rural North | 14 | 2 | GGS-6BGH | Protein Snack Box | Urban Spoon | Protein snack / light meal | Mixed protein | 5 | 1 | 1 | 1 | 1.84375 | 103.25 | 407.925 | 0 | NEW |
| RUR TOTAL | 5 items | tray slots available: 7.0 | slack: 0.5 | 6 | 6.5 | 699.25 | 2505.975 | Deleted: Cobb Salad, Egg Salad Croissant, Turkey Cranberry Sandwich | Proposed but not added: Caprese Ciabatta, Spicy Tuna Sushi Roll | |||||||||||
| CHAIN TOTAL | 41 | 45.5 | 7222.35 | 28135.2055 | 84 stores | 31 cluster-item lines | 8 SKUs in the July case | ||||||||||||
| Every cluster keeps at least one credible vegetarian lunch option: Metro and Campus carry Hummus Veggie Wrap plus Caprese Ciabatta; Commuter, Highway and Rural carry Hummus Veggie Wrap. Egg Salad Croissant is deleted chainwide, so it is never the only vegetarian answer. | |||||||||||||||||
| Spicy Tuna Sushi Roll is ranged only in Metro Core stores on Sakura route M-11. If that roster is narrower than all 18 Metro stores, Space Planning must issue a second Metro planogram for non-M-11 stores with the 1.5 slots going to a third Chicken Caesar Wrap facing (1.0) and 0.5 held. | |||||||||||||||||
| Held-open slack (Metro 0.5, Highway 0.5, Rural 0.5) is not wasted space - no item in the master occupies less than 1.0 tray slot, so it cannot be filled without breaking the no-partial-facing rule. |
Proposal Reconciliation
| Buyer Proposal Reconciliation - Every Line Dispositioned | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| All 50 cluster x SKU lines from the 12 June buyer proposal. Decision, governing source and rationale for each. "Governing source" names the authority that settles the line where the proposal conflicts with another document. | ||||||||||||||||||
| Accept = proposal stands. Change = item stays but facings are re-sized. Reject = proposed action is overturned. | ||||||||||||||||||
| Cluster | Cluster name | SKU | Item | Proposed action | Proposed facings | DECISION | Final facings | Tray slots / facing | Proposed trays | Final trays | Tray delta | Internal units / store / wk | Internal waste % | Net GP per tray slot / wk ($) | Supplier projection (not used) | Governing source | Rationale | Net contribution delta, 4 wks ($) |
| MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Keep | 2 | Accept | 2 | 1 | 2 | 2 | 0 | 5.5 | 0.0492196878751501 | 19.1773611111111 | 254 | Top net GP per tray-slot in cluster ($19.18/slot/wk). 2 facings match 5.50 units/store/wk. | 0 | |
| MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Keep | 1 | Accept | 1 | 1 | 1 | 1 | 0 | 3.09027777777778 | 0.0388768898488121 | 11.5675694444444 | 254 | 3.09 units/store/wk, 3.9% waste. 1 facing is correctly sized. | 0 | |
| MET | Metro Core | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | Accept | 1 | 1.5 | 1.5 | 1.5 | 0 | 4.51388888888889 | 0.0660919540229885 | 12.9273148148148 | 254 | 4.51 units/store/wk at $12.93/slot/wk. Oversized tray (1.5 slots) already priced in. | 0 | |
| MET | Metro Core | GGS-7DNL | Cobb Salad | Keep | 1 | Accept | 1 | 1.5 | 1.5 | 1.5 | 0 | 3.02083333333333 | 0.074468085106383 | 9.00347222222222 | 254 | 3.02 units/store/wk, $9.00/slot/wk. Holds its 1.5-slot tray. | 0 | |
| MET | Metro Core | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | Reject | 1 | 1 | 0 | 1 | 1 | 1.95833333333333 | 0.0784313725490196 | 6.47416666666667 | 261 | REJECT removal. Space freed by right-sizing sushi is worth more filled by Hummus ($6.47/slot/wk of standing demand) than by a 3rd facing of an existing item (~$0.71/slot/wk of out-of-stock recovery). No cannibalisation signal: Metro Hummus velocity rose 4.3% during the Caprese pilot. | 476.04 | |
| MET | Metro Core | GGS-3RZA | Caprese Ciabatta | Add | 1 | Accept | 1 | 1 | 1 | 1 | 0 | 3.16666666666667 | 0.0843373493975904 | 11.4141666666667 | 3.4 | Internal POS + GreenFork letter | Best-supported add. 3.17 units/store/wk, 8.4% waste, $11.41/slot/wk. 5 delivery days clears the 2-day code; 30% shrink credit and $0.40 scan allowance both apply. | 0 |
| MET | Metro Core | GGS-1KFV | Egg Salad Croissant | Remove | 0 | Accept | 0 | 1 | 0 | 0 | 0 | 1.29166666666667 | 0.208510638297872 | 3.37041666666667 | 266 | 20.9% waste, lowest net GP per slot of any current item ($3.37). No current profitable role. | 0 | |
| MET | Metro Core | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | Accept | 0 | 1 | 0 | 0 | 0 | 0.798611111111111 | 0.222972972972973 | 2.23090277777778 | 268 | Winter seasonal, 22.3% waste, declining. No returns or billbacks authorised after 31 Jan 2026, so all Q3 waste is a full-cost write-off. | 0 | |
| MET | Metro Core | GGS-6BGH | Protein Snack Box | Add | 2 | Accept | 2 | 1 | 2 | 2 | 0 | 4.13888888888889 | 0.0261437908496732 | 15.6080555555556 | 4.8 | Internal POS + Urban Spoon letter | 2.6% waste on a 5-day code, $15.61/slot/wk, highest out-of-stock rate in the cluster. Route covers all clusters; $0.35 scan allowance applies. | 0 |
| MET | Metro Core | GGS-8XUY | Spicy Tuna Sushi Roll | Add | 2 | Change | 1 | 1.5 | 3 | 1.5 | -1.5 | 3.15277777777778 | 0.106299212598425 | 10.884537037037 | 5.1 | Sakura letter + handoff rule 6 | CHANGE 2 facings to 1, route M-11 stores only. 2 facings = 3.0 of 12.0 slots (25% of the case) for the shortest-code, highest-waste item. Signed daily route and 50% waste credit cover Metro route M-11 only and lapse 16 Aug. | 0 |
| COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Keep | 1 | Change | 2 | 1 | 1 | 2 | 1 | 4.92788461538462 | 0.0393626991565136 | 17.3090865384615 | 254 | CHANGE 1 facing to 2. Takes the slot freed by rejecting sushi. #1 net GP per slot in cluster ($17.31) and the highest out-of-stock rate (0.18 store-days/store/wk = ~12.9 lost units over 4 weeks). | 0 | |
| COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Keep | 2 | Accept | 2 | 1 | 2 | 2 | 0 | 4.40865384615385 | 0.0397905759162304 | 16.4910096153846 | 254 | 4.41 units/store/wk, 4.0% waste. 2 facings justified. | 0 | |
| COM | Commuter Suburban | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | Accept | 1 | 1.5 | 1.5 | 1.5 | 0 | 3.07692307692308 | 0.0764790764790765 | 8.72676282051282 | 254 | 3.08 units/store/wk, $8.73/slot/wk. | 0 | |
| COM | Commuter Suburban | GGS-7DNL | Cobb Salad | Keep | 1 | Accept | 1 | 1.5 | 1.5 | 1.5 | 0 | 2.88942307692308 | 0.0893939393939394 | 8.48490384615385 | 254 | 2.89 units/store/wk, $8.49/slot/wk. | 0 | |
| COM | Commuter Suburban | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | Reject | 1 | 1 | 0 | 1 | 1 | 2.18269230769231 | 0.0865191146881288 | 7.15822115384615 | 279 | REJECT removal. Hummus beats the Caprese that would replace it on both measures: $7.16 vs $6.00 net GP per slot/wk and 8.7% vs 16.4% waste. Keeps the cluster vegetarian requirement satisfied with no launch risk. | 762.1925 | |
| COM | Commuter Suburban | GGS-3RZA | Caprese Ciabatta | Add | 1 | Reject | 0 | 1 | 1 | 0 | -1 | 1.828125 | 0.164285714285714 | 5.99734375 | 3.2 | Internal POS + handoff pressure point | REJECT add. Weakest Caprese pilot: 1.83 units/store/wk and 16.4% waste on a 2-day code at 4 delivery days. Handoff: keep Hummus where Caprese is not a clean operating fit. | -734.5325 |
| COM | Commuter Suburban | GGS-1KFV | Egg Salad Croissant | Remove | 0 | Accept | 0 | 1 | 0 | 0 | 0 | 1.18269230769231 | 0.201298701298701 | 3.11682692307692 | 254 | 20.1% waste, $3.12/slot/wk. | 0 | |
| COM | Commuter Suburban | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | Accept | 0 | 1 | 0 | 0 | 0 | 0.980769230769231 | 0.209302325581395 | 2.80413461538461 | 268 | 20.9% waste, declining 3.8%. No billback authority. | 0 | |
| COM | Commuter Suburban | GGS-6BGH | Protein Snack Box | Add | 2 | Accept | 2 | 1 | 2 | 2 | 0 | 3.875 | 0.0350194552529183 | 14.5053125 | 4.5 | Internal POS + Urban Spoon letter | 3.5% waste, $14.51/slot/wk, growing 10.2%. Highest out-of-stock rate in cluster supports 2 facings. | 0 |
| COM | Commuter Suburban | GGS-8XUY | Spicy Tuna Sushi Roll | Add | 1 | Reject | 0 | 1.5 | 1.5 | 0 | -1.5 | 1.125 | 0.325 | 2.71472222222222 | 4.4 | Sakura letter + handoff rule 6 | REJECT add. Signed letter states Commuter pilot samples were line-review tests and are not part of the launch commitment: no daily route, no service guarantee, no waste credit. Data agrees: 32.5% waste, worst net GP per slot in the cluster ($2.71). | -423.496666666667 |
| CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Keep | 2 | Accept | 2 | 1 | 2 | 2 | 0 | 6.79545454545455 | 0.037037037037037 | 23.9095454545455 | 254 | 6.80 units/store/wk, best in chain. $23.91/slot/wk. | 0 | |
| CAM | Campus / Hospital | GGS-2VWK | Turkey Club Sandwich | Keep | 1 | Accept | 1 | 1 | 1 | 1 | 0 | 3.47727272727273 | 0.0526315789473684 | 12.8775 | 254 | 3.48 units/store/wk. 1 facing. | 0 | |
| CAM | Campus / Hospital | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | Accept | 1 | 1.5 | 1.5 | 1.5 | 0 | 4.61363636363636 | 0.0645161290322581 | 13.2321212121212 | 254 | 4.61 units/store/wk, $13.23/slot/wk. | 0 | |
| CAM | Campus / Hospital | GGS-7DNL | Cobb Salad | Keep | 1 | Accept | 1 | 1.5 | 1.5 | 1.5 | 0 | 2.39772727272727 | 0.0905172413793104 | 7.03295454545455 | 254 | 2.40 units/store/wk, $7.03/slot/wk. Lowest-value line retained, but positive after shrink. | 0 | |
| CAM | Campus / Hospital | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | Reject | 1 | 1 | 0 | 1 | 1 | 3.10227272727273 | 0.0714285714285714 | 10.3257954545455 | 291 | REJECT removal. Best Hummus performance in the chain: 3.10 units/store/wk, 7.1% waste, $10.33/slot/wk. Takes the slot freed by rejecting sushi. Capacity file notes meatless over-indexes here, so the cluster carries both vegetarian options. | 462.9975 | |
| CAM | Campus / Hospital | GGS-3RZA | Caprese Ciabatta | Add | 1 | Accept | 1 | 1 | 1 | 1 | 0 | 3.3 | 0.0638297872340426 | 12.1395 | 3.6 | Internal POS + GreenFork letter | Best Caprese cluster: 3.30 units/store/wk, 6.4% waste, $12.14/slot/wk. 5 delivery days; credit and allowance both apply. | 0 |
| CAM | Campus / Hospital | GGS-1KFV | Egg Salad Croissant | Remove | 0 | Accept | 0 | 1 | 0 | 0 | 0 | 1.56818181818182 | 0.188235294117647 | 4.20477272727273 | 254 | 18.8% waste, $4.21/slot/wk. | 0 | |
| CAM | Campus / Hospital | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | Accept | 0 | 1 | 0 | 0 | 0 | 0.693181818181818 | 0.227848101265823 | 1.91977272727273 | 268 | 22.8% waste, declining 9.4%. No billback authority. | 0 | |
| CAM | Campus / Hospital | GGS-6BGH | Protein Snack Box | Add | 2 | Accept | 2 | 1 | 2 | 2 | 0 | 5.6 | 0.0344827586206897 | 20.972 | 5.4 | Internal POS + Urban Spoon letter | 5.60 units/store/wk, 3.4% waste, $20.97/slot/wk - #2 item in the cluster. 2 facings. | 0 |
| CAM | Campus / Hospital | GGS-8XUY | Spicy Tuna Sushi Roll | Add | 1 | Reject | 0 | 1.5 | 1.5 | 0 | -1.5 | 2.125 | 0.260869565217391 | 5.91083333333333 | 4.8 | Sakura letter + handoff rule 6 | REJECT add. Signed letter excludes Campus from the launch commitment. 26.1% waste on a 1-day code with no credit outside Metro. | -390.115 |
| HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Keep | 1 | Accept | 1 | 1 | 1 | 1 | 0 | 4.70833333333333 | 0.0488215488215488 | 16.4219166666667 | 254 | 4.71 units/store/wk, $16.42/slot/wk. | 0 | |
| HWY | Highway / Travel | GGS-2VWK | Turkey Club Sandwich | Keep | 2 | Accept | 2 | 1 | 2 | 2 | 0 | 4.73333333333333 | 0.0372881355932203 | 17.7393333333333 | 299 | 4.73 units/store/wk, 3.7% waste. Travel pattern favours familiar sandwiches; 2 facings. | 0 | |
| HWY | Highway / Travel | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | Accept | 1 | 1.5 | 1.5 | 1.5 | 0 | 2.16666666666667 | 0.106529209621993 | 5.96361111111111 | 254 | 2.17 units/store/wk, $5.96/slot/wk. Positive after shrink; tighten par. | 0 | |
| HWY | Highway / Travel | GGS-7DNL | Cobb Salad | Remove | 0 | Accept | 0 | 1.5 | 0 | 0 | 0 | 1.09166666666667 | 0.18125 | 2.87216666666667 | 302 | 18.1% waste, $2.87/slot/wk. Removal frees 1.5 slots in an 8-slot case. | 0 | |
| HWY | Highway / Travel | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | Reject | 1 | 1 | 0 | 1 | 1 | 1.63333333333333 | 0.155172413793103 | 4.957 | 304 | REJECT removal. The signed letter bars Caprese route expansion to Highway, so Hummus is the only route-legal vegetarian option and the handoff requires one per cluster. Accept with mitigation: 1 facing, reduced par - 3 delivery days means no GreenFork shrink credit (needs 4+). | 297.42 | |
| HWY | Highway / Travel | GGS-3RZA | Caprese Ciabatta | Add | 1 | Reject | 0 | 1 | 1 | 0 | -1 | No data | No data | No data | 2.5 | GreenFork letter (route limits) | REJECT add. Signed letter: Highway / Travel is not approved for Caprese route expansion; expansion requires a new signed routing addendum. There is also no internal demand data for this cluster - the only support is a supplier projection (2.5 units/store/wk), which the handoff excludes as a demand source. | n/a |
| HWY | Highway / Travel | GGS-1KFV | Egg Salad Croissant | Remove | 0 | Accept | 0 | 1 | 0 | 0 | 0 | 0.791666666666667 | 0.214876033057851 | 2.04725 | 254 | 21.5% waste, $2.05/slot/wk. | 0 | |
| HWY | Highway / Travel | GGS-4HBP | Turkey Cranberry Sandwich | Keep | 1 | Reject | 0 | 1 | 1 | 0 | -1 | 1.125 | 0.224137931034483 | 3.13625 | 311 | REJECT keep. Winter seasonal carried into Q3 purely to fill space - the handoff prohibits this. 22.4% waste, declining 12.5%, $3.14/slot/wk, and no returns or billbacks authorised after 31 Jan 2026. | -188.175 | |
| HWY | Highway / Travel | GGS-6BGH | Protein Snack Box | Add | 2 | Accept | 2 | 1 | 2 | 2 | 0 | 2.725 | 0.0683760683760684 | 9.90325 | 3.2 | Internal POS + Urban Spoon letter | Accept 2 facings. The 5-day code is the right structural fit for a 3-delivery cluster; $9.90/slot/wk and the highest out-of-stock rate in the cluster. | 0 |
| HWY | Highway / Travel | GGS-8XUY | Spicy Tuna Sushi Roll | Do not add | 0 | Accept | 0 | 1.5 | 0 | 0 | 0 | No data | No data | No data | 0 | Sakura letter | Correct. No signed route or credit outside Metro Core and no pilot data. | n/a |
| RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Keep | 1 | Accept | 1 | 1 | 1 | 1 | 0 | 3.6875 | 0.0527522935779817 | 12.823125 | 254 | 3.69 units/store/wk. Highest out-of-stock rate in the chain (0.33 store-days/store/wk) - fix with par, not facings; 2 deliveries/wk is the binding constraint. | 0 | |
| RUR | Rural North | GGS-2VWK | Turkey Club Sandwich | Keep | 2 | Accept | 2 | 1 | 2 | 2 | 0 | 4.03571428571429 | 0.048421052631579 | 14.9953571428571 | 254 | 4.04 units/store/wk, 4.8% waste - the anchor item in this cluster. | 0 | |
| RUR | Rural North | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | Accept | 1 | 1.5 | 1.5 | 1.5 | 0 | 1.38392857142857 | 0.192708333333333 | 3.42886904761905 | 254 | 1.38 units/store/wk, 19.3% waste, $3.43/slot/wk. Retained (positive after shrink) but flagged for a par cut. | 0 | |
| RUR | Rural North | GGS-7DNL | Cobb Salad | Remove | 0 | Accept | 0 | 1.5 | 0 | 0 | 0 | 0.714285714285714 | 0.230769230769231 | 1.74 | 302 | Worst net GP per slot in the chain ($1.74) at 23.1% waste. Removal frees 1.5 of 7.0 slots. | 0 | |
| RUR | Rural North | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | Reject | 1 | 1 | 0 | 1 | 1 | 1.53571428571429 | 0.180952380952381 | 4.50339285714286 | 304 | REJECT removal. Caprese is not route-approved for Rural North, so Hummus is the only route-legal vegetarian option. Removing it while keeping Egg Salad would breach the rule that Egg Salad must not be the only vegetarian answer. Highest-risk retained line: 2-day code against 2 deliveries/wk and no shrink credit - 1 facing with a hard par cap. | 252.19 | |
| RUR | Rural North | GGS-3RZA | Caprese Ciabatta | Do not add | 0 | Accept | 0 | 1 | 0 | 0 | 0 | No data | No data | No data | 0 | GreenFork letter (route limits) | Correct. Rural North is not approved for Caprese route expansion. | n/a |
| RUR | Rural North | GGS-1KFV | Egg Salad Croissant | Keep | 1 | Reject | 0 | 1 | 1 | 0 | -1 | 0.723214285714286 | 0.242990654205607 | 1.79223214285714 | 323 | REJECT keep. Worst waste rate in the chain (24.3%) and $1.79/slot/wk. Store-advocacy is not a demand signal. Keeping it while deleting Hummus would leave Egg Salad as the cluster's only vegetarian answer, which the handoff prohibits. | -100.365 | |
| RUR | Rural North | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | Accept | 0 | 1 | 0 | 0 | 0 | 0.830357142857143 | 0.218487394957983 | 2.33767857142857 | 268 | 21.8% waste, declining 10.2%. No billback authority. | 0 | |
| RUR | Rural North | GGS-6BGH | Protein Snack Box | Add | 2 | Change | 1 | 1 | 2 | 1 | -1 | 1.84375 | 0.078125 | 6.6390625 | 2.3 | Handoff rule 8 + internal POS | CHANGE 2 facings to 1. Lowest velocity of any cluster (1.84 units/store/wk); 2 facings would put the cluster at 7.5 of 7.0 slots. Handoff: Rural North carries fewer, cleaner choices and empty capacity beats an over-ordered line. | 0 |
| RUR | Rural North | GGS-8XUY | Spicy Tuna Sushi Roll | Do not add | 0 | Accept | 0 | 1.5 | 0 | 0 | 0 | No data | No data | No data | 0 | Sakura letter + handoff rule 8 | Correct. No signed route, no credit, no data, and a 1-day code against 2 deliveries/wk. | n/a |
| TOTAL | 36 accepted / 3 changed / 11 rejected | 49 | 45.5 | -3.5 | 331 | 332 | 414.155833333333 | |||||||||||
| The four lines showing "No data" are Caprese Ciabatta and Spicy Tuna Sushi Roll in Highway / Travel and Rural North. Neither item was piloted in those clusters, and both signed letters exclude those clusters from route coverage. The proposal supports its Highway Caprese add with a supplier projection of 2.5 units / store / wk, which is not an accepted demand source. |
Capacity Check
| Tray Slot Capacity Reconciliation | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Live case capacity only - the September Metro lease-line change is excluded because it is not approved for the July reset. Oversized trays (Southwest Chicken Bowl, Cobb Salad, Spicy Tuna Sushi Roll) consume 1.5 slots per facing; no partial facings are used. | ||||||||||||||
| The buyer proposal does not fit the case in four of five clusters. The revised plan fits in all five. | ||||||||||||||
| Cluster | Cluster name | Stores | Deliveries / wk | Tray slots available | Current set: min trays (7 items x 1 facing) | Current slack | BUYER PROPOSAL: trays | Proposal status | Proposal slack | REVISED PLAN: trays | Revised status | Revised slack | Items in revised set | Note |
| MET | Metro Core | 18 | 5 | 12 | 8 | 4 | 12 | Fits | 0 | 11.5 | Fits | 0.5 | 8 | Fits at 11.5 of 12.0. Sushi cut from 2 facings to 1 (route M-11 stores only) frees 1.5 slots; 1.0 goes to retaining Hummus Veggie Wrap. Remaining 0.5 cannot hold a facing. |
| COM | Commuter Suburban | 26 | 4 | 10 | 8 | 2 | 10.5 | OVER | -0.5 | 10 | Fits | 0 | 6 | Proposal was 10.5 of 10.0. Rejecting the sushi add (1.5) and the Caprese add (1.0) frees 2.5; Hummus is retained (1.0) and Chicken Caesar Wrap goes to 2 facings (1.0). Lands exactly on 10.0. |
| CAM | Campus / Hospital | 11 | 5 | 10 | 8 | 2 | 10.5 | OVER | -0.5 | 10 | Fits | 0 | 7 | Proposal was 10.5 of 10.0. Rejecting the sushi add frees 1.5; Hummus is retained (1.0). Lands exactly on 10.0. |
| HWY | Highway / Travel | 15 | 3 | 8 | 8 | 0 | 8.5 | OVER | -0.5 | 7.5 | Fits | 0.5 | 5 | Proposal was 8.5 of 8.0. Deleting the Turkey Cranberry keep (1.0) and rejecting the unapproved Caprese add (1.0) frees 2.0; Hummus is retained (1.0). Lands at 7.5 of 8.0. |
| RUR | Rural North | 14 | 2 | 7 | 8 | -1 | 7.5 | OVER | -0.5 | 6.5 | Fits | 0.5 | 5 | Proposal was 7.5 of 7.0 - and the CURRENT set is already 8.0 of 7.0, so this cluster is over-set today. Deleting Egg Salad and cutting Protein Snack Box to 1 facing lands the reset at 6.5 of 7.0. |
| CHAIN | 84 | 47 | 40 | 49 | 4 clusters over | -2 | 45.5 | 5 clusters fit | 1.5 | 31 | ||||
| Column F is the minimum tray demand of the current seven-item set at one facing each. It is a floor, not the actual current planogram: real facings are at least this. It shows Rural North is already over-set by 1.0 tray slot before any reset change, which is consistent with that cluster carrying the worst waste rates in the chain. | ||||||||||||||
| The proposal breaks capacity by exactly 0.5 slots in Commuter, Campus, Highway and Rural. This is the signature of an assortment built from facing counts without applying the 1.5-slot oversized-tray rule. Metro fits at exactly 12.0 only because the case is full - it leaves nothing for recovery after the noon rush. | ||||||||||||||
| No line in this reconciliation uses the pending Metro September lease-line change, an extra tray project, or an additional driver stop. |
4-Week Economics
| Reset Weeks 1-4 Economics - Buyer Proposal vs Revised Plan | |||||||||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Four weeks at observed internal velocity, 13 July - 9 Aug 2026. Net contribution = gross profit - shrink at cost + signed vendor shrink credit + signed scan allowance. Facings are pulled from the Proposal Reconciliation sheet so there is one source of truth. | |||||||||||||||||||||||||||||||||||||||
| Cluster | SKU | Item | Vendor | Stores | Del / wk | Units / store / wk | Waste / store / wk | GP / unit ($) | Unit cost ($) | Tray slots / facing | Shrink credit rate | Scan allowance ($/unit) | PROP facings | PROP trays | PROP units | PROP gross profit ($) | PROP waste units | PROP shrink ($) | PROP vendor credit ($) | PROP allowance ($) | PROP net contribution ($) | REV facings | REV trays | REV units | REV gross profit ($) | REV waste units | REV shrink ($) | REV vendor credit ($) | REV allowance ($) | REV net contribution ($) | DELTA net contribution ($) | DELTA waste units | CURRENT set facings | CURRENT units | CURRENT gross profit ($) | CURRENT waste units | CURRENT shrink ($) | CURRENT vendor credit ($) | CURRENT net contribution ($) |
| MET | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | 18 | 5 | 5.5 | 0.284722222222222 | 3.61 | 2.38 | 1 | 0 | 0 | 2 | 2 | 396 | 1429.56 | 20.5 | 48.79 | 0 | 0 | 1380.77 | 2 | 2 | 396 | 1429.56 | 20.5 | 48.79 | 0 | 0 | 1380.77 | 0 | 0 | 1 | 396 | 1429.56 | 20.5 | 48.79 | 0 | 1380.77 |
| MET | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | 18 | 5 | 3.09027777777778 | 0.125 | 3.85 | 2.64 | 1 | 0 | 0 | 1 | 1 | 222.5 | 856.625 | 9 | 23.76 | 0 | 0 | 832.865 | 1 | 1 | 222.5 | 856.625 | 9 | 23.76 | 0 | 0 | 832.865 | 0 | 0 | 1 | 222.5 | 856.625 | 9 | 23.76 | 0 | 832.865 |
| MET | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | 18 | 5 | 4.51388888888889 | 0.319444444444444 | 4.54 | 3.45 | 1.5 | 0 | 0 | 1 | 1.5 | 325 | 1475.5 | 23 | 79.35 | 0 | 0 | 1396.15 | 1 | 1.5 | 325 | 1475.5 | 23 | 79.35 | 0 | 0 | 1396.15 | 0 | 0 | 1 | 325 | 1475.5 | 23 | 79.35 | 0 | 1396.15 |
| MET | GGS-7DNL | Cobb Salad | FreshPack Deli | 18 | 5 | 3.02083333333333 | 0.243055555555556 | 4.77 | 3.72 | 1.5 | 0 | 0 | 1 | 1.5 | 217.5 | 1037.475 | 17.5 | 65.1 | 0 | 0 | 972.375 | 1 | 1.5 | 217.5 | 1037.475 | 17.5 | 65.1 | 0 | 0 | 972.375 | 0 | 0 | 1 | 217.5 | 1037.475 | 17.5 | 65.1 | 0 | 972.375 |
| MET | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | 18 | 5 | 1.95833333333333 | 0.166666666666667 | 3.54 | 2.75 | 1 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 141 | 499.14 | 12 | 33 | 9.9 | 0 | 476.04 | 476.04 | 12 | 1 | 141 | 499.14 | 12 | 33 | 9.9 | 476.04 |
| MET | GGS-3RZA | Caprese Ciabatta | GreenFork Kitchen | 18 | 5 | 3.16666666666667 | 0.291666666666667 | 3.89 | 3.1 | 1 | 0.3 | 0.4 | 1 | 1 | 228 | 886.92 | 21 | 65.1 | 19.53 | 91.2 | 932.55 | 1 | 1 | 228 | 886.92 | 21 | 65.1 | 19.53 | 91.2 | 932.55 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| MET | GGS-1KFV | Egg Salad Croissant | FreshPack Deli | 18 | 5 | 1.29166666666667 | 0.340277777777778 | 3.21 | 2.28 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 93 | 298.53 | 24.5 | 55.86 | 0 | 242.67 |
| MET | GGS-4HBP | Turkey Cranberry Sandwich | EatWell Foods | 18 | 5 | 0.798611111111111 | 0.229166666666667 | 3.64 | 2.95 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 57.5 | 209.3 | 16.5 | 48.675 | 0 | 160.625 |
| MET | GGS-6BGH | Protein Snack Box | Urban Spoon | 18 | 5 | 4.13888888888889 | 0.111111111111111 | 3.85 | 2.94 | 1 | 0 | 0.35 | 2 | 2 | 298 | 1147.3 | 8 | 23.52 | 0 | 104.3 | 1228.08 | 2 | 2 | 298 | 1147.3 | 8 | 23.52 | 0 | 104.3 | 1228.08 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| MET | GGS-8XUY | Spicy Tuna Sushi Roll | Sakura Express | 18 | 5 | 3.15277777777778 | 0.375 | 5.69 | 4.3 | 1.5 | 0.5 | 0 | 2 | 3 | 227 | 1291.63 | 27 | 116.1 | 58.05 | 0 | 1233.58 | 1 | 1.5 | 227 | 1291.63 | 27 | 116.1 | 58.05 | 0 | 1233.58 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| COM | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | 26 | 4 | 4.92788461538462 | 0.201923076923077 | 3.61 | 2.38 | 1 | 0 | 0 | 1 | 1 | 512.5 | 1850.125 | 21 | 49.98 | 0 | 0 | 1800.145 | 2 | 2 | 512.5 | 1850.125 | 21 | 49.98 | 0 | 0 | 1800.145 | 0 | 0 | 1 | 512.5 | 1850.125 | 21 | 49.98 | 0 | 1800.145 |
| COM | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | 26 | 4 | 4.40865384615385 | 0.182692307692308 | 3.85 | 2.64 | 1 | 0 | 0 | 2 | 2 | 458.5 | 1765.225 | 19 | 50.16 | 0 | 0 | 1715.065 | 2 | 2 | 458.5 | 1765.225 | 19 | 50.16 | 0 | 0 | 1715.065 | 0 | 0 | 1 | 458.5 | 1765.225 | 19 | 50.16 | 0 | 1715.065 |
| COM | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | 26 | 4 | 3.07692307692308 | 0.254807692307692 | 4.54 | 3.45 | 1.5 | 0 | 0 | 1 | 1.5 | 320 | 1452.8 | 26.5 | 91.425 | 0 | 0 | 1361.375 | 1 | 1.5 | 320 | 1452.8 | 26.5 | 91.425 | 0 | 0 | 1361.375 | 0 | 0 | 1 | 320 | 1452.8 | 26.5 | 91.425 | 0 | 1361.375 |
| COM | GGS-7DNL | Cobb Salad | FreshPack Deli | 26 | 4 | 2.88942307692308 | 0.283653846153846 | 4.77 | 3.72 | 1.5 | 0 | 0 | 1 | 1.5 | 300.5 | 1433.385 | 29.5 | 109.74 | 0 | 0 | 1323.645 | 1 | 1.5 | 300.5 | 1433.385 | 29.5 | 109.74 | 0 | 0 | 1323.645 | 0 | 0 | 1 | 300.5 | 1433.385 | 29.5 | 109.74 | 0 | 1323.645 |
| COM | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | 26 | 4 | 2.18269230769231 | 0.206730769230769 | 3.54 | 2.75 | 1 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 227 | 803.58 | 21.5 | 59.125 | 17.7375 | 0 | 762.1925 | 762.1925 | 21.5 | 1 | 227 | 803.58 | 21.5 | 59.125 | 17.7375 | 762.1925 |
| COM | GGS-3RZA | Caprese Ciabatta | GreenFork Kitchen | 26 | 4 | 1.828125 | 0.359375 | 3.89 | 3.1 | 1 | 0.3 | 0.4 | 1 | 1 | 190.125 | 739.58625 | 37.375 | 115.8625 | 34.75875 | 76.05 | 734.5325 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | -734.5325 | -37.375 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| COM | GGS-1KFV | Egg Salad Croissant | FreshPack Deli | 26 | 4 | 1.18269230769231 | 0.298076923076923 | 3.21 | 2.28 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 123 | 394.83 | 31 | 70.68 | 0 | 324.15 |
| COM | GGS-4HBP | Turkey Cranberry Sandwich | EatWell Foods | 26 | 4 | 0.980769230769231 | 0.259615384615385 | 3.64 | 2.95 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 102 | 371.28 | 27 | 79.65 | 0 | 291.63 |
| COM | GGS-6BGH | Protein Snack Box | Urban Spoon | 26 | 4 | 3.875 | 0.140625 | 3.85 | 2.94 | 1 | 0 | 0.35 | 2 | 2 | 403 | 1551.55 | 14.625 | 42.9975 | 0 | 141.05 | 1649.6025 | 2 | 2 | 403 | 1551.55 | 14.625 | 42.9975 | 0 | 141.05 | 1649.6025 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| COM | GGS-8XUY | Spicy Tuna Sushi Roll | Sakura Express | 26 | 4 | 1.125 | 0.541666666666667 | 5.69 | 4.3 | 1.5 | 0 | 0 | 1 | 1.5 | 117 | 665.73 | 56.3333333333333 | 242.233333333333 | 0 | 0 | 423.496666666667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | -423.496666666667 | -56.3333333333333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| CAM | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | 11 | 5 | 6.79545454545455 | 0.261363636363636 | 3.61 | 2.38 | 1 | 0 | 0 | 2 | 2 | 299 | 1079.39 | 11.5 | 27.37 | 0 | 0 | 1052.02 | 2 | 2 | 299 | 1079.39 | 11.5 | 27.37 | 0 | 0 | 1052.02 | 0 | 0 | 1 | 299 | 1079.39 | 11.5 | 27.37 | 0 | 1052.02 |
| CAM | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | 11 | 5 | 3.47727272727273 | 0.193181818181818 | 3.85 | 2.64 | 1 | 0 | 0 | 1 | 1 | 153 | 589.05 | 8.5 | 22.44 | 0 | 0 | 566.61 | 1 | 1 | 153 | 589.05 | 8.5 | 22.44 | 0 | 0 | 566.61 | 0 | 0 | 1 | 153 | 589.05 | 8.5 | 22.44 | 0 | 566.61 |
| CAM | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | 11 | 5 | 4.61363636363636 | 0.318181818181818 | 4.54 | 3.45 | 1.5 | 0 | 0 | 1 | 1.5 | 203 | 921.62 | 14 | 48.3 | 0 | 0 | 873.32 | 1 | 1.5 | 203 | 921.62 | 14 | 48.3 | 0 | 0 | 873.32 | 0 | 0 | 1 | 203 | 921.62 | 14 | 48.3 | 0 | 873.32 |
| CAM | GGS-7DNL | Cobb Salad | FreshPack Deli | 11 | 5 | 2.39772727272727 | 0.238636363636364 | 4.77 | 3.72 | 1.5 | 0 | 0 | 1 | 1.5 | 105.5 | 503.235 | 10.5 | 39.06 | 0 | 0 | 464.175 | 1 | 1.5 | 105.5 | 503.235 | 10.5 | 39.06 | 0 | 0 | 464.175 | 0 | 0 | 1 | 105.5 | 503.235 | 10.5 | 39.06 | 0 | 464.175 |
| CAM | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | 11 | 5 | 3.10227272727273 | 0.238636363636364 | 3.54 | 2.75 | 1 | 0.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 136.5 | 483.21 | 10.5 | 28.875 | 8.6625 | 0 | 462.9975 | 462.9975 | 10.5 | 1 | 136.5 | 483.21 | 10.5 | 28.875 | 8.6625 | 462.9975 |
| CAM | GGS-3RZA | Caprese Ciabatta | GreenFork Kitchen | 11 | 5 | 3.3 | 0.225 | 3.89 | 3.1 | 1 | 0.3 | 0.4 | 1 | 1 | 145.2 | 564.828 | 9.9 | 30.69 | 9.207 | 58.08 | 601.425 | 1 | 1 | 145.2 | 564.828 | 9.9 | 30.69 | 9.207 | 58.08 | 601.425 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| CAM | GGS-1KFV | Egg Salad Croissant | FreshPack Deli | 11 | 5 | 1.56818181818182 | 0.363636363636364 | 3.21 | 2.28 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 69 | 221.49 | 16 | 36.48 | 0 | 185.01 |
| CAM | GGS-4HBP | Turkey Cranberry Sandwich | EatWell Foods | 11 | 5 | 0.693181818181818 | 0.204545454545455 | 3.64 | 2.95 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 30.5 | 111.02 | 9 | 26.55 | 0 | 84.47 |
| CAM | GGS-6BGH | Protein Snack Box | Urban Spoon | 11 | 5 | 5.6 | 0.2 | 3.85 | 2.94 | 1 | 0 | 0.35 | 2 | 2 | 246.4 | 948.64 | 8.8 | 25.872 | 0 | 86.24 | 1009.008 | 2 | 2 | 246.4 | 948.64 | 8.8 | 25.872 | 0 | 86.24 | 1009.008 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| CAM | GGS-8XUY | Spicy Tuna Sushi Roll | Sakura Express | 11 | 5 | 2.125 | 0.75 | 5.69 | 4.3 | 1.5 | 0 | 0 | 1 | 1.5 | 93.5 | 532.015 | 33 | 141.9 | 0 | 0 | 390.115 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | -390.115 | -33 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| HWY | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | 15 | 3 | 4.70833333333333 | 0.241666666666667 | 3.61 | 2.38 | 1 | 0 | 0 | 1 | 1 | 282.5 | 1019.825 | 14.5 | 34.51 | 0 | 0 | 985.315 | 1 | 1 | 282.5 | 1019.825 | 14.5 | 34.51 | 0 | 0 | 985.315 | 0 | 0 | 1 | 282.5 | 1019.825 | 14.5 | 34.51 | 0 | 985.315 |
| HWY | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | 15 | 3 | 4.73333333333333 | 0.183333333333333 | 3.85 | 2.64 | 1 | 0 | 0 | 2 | 2 | 284 | 1093.4 | 11 | 29.04 | 0 | 0 | 1064.36 | 2 | 2 | 284 | 1093.4 | 11 | 29.04 | 0 | 0 | 1064.36 | 0 | 0 | 1 | 284 | 1093.4 | 11 | 29.04 | 0 | 1064.36 |
| HWY | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | 15 | 3 | 2.16666666666667 | 0.258333333333333 | 4.54 | 3.45 | 1.5 | 0 | 0 | 1 | 1.5 | 130 | 590.2 | 15.5 | 53.475 | 0 | 0 | 536.725 | 1 | 1.5 | 130 | 590.2 | 15.5 | 53.475 | 0 | 0 | 536.725 | 0 | 0 | 1 | 130 | 590.2 | 15.5 | 53.475 | 0 | 536.725 |
| HWY | GGS-7DNL | Cobb Salad | FreshPack Deli | 15 | 3 | 1.09166666666667 | 0.241666666666667 | 4.77 | 3.72 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 65.5 | 312.435 | 14.5 | 53.94 | 0 | 258.495 |
| HWY | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | 15 | 3 | 1.63333333333333 | 0.3 | 3.54 | 2.75 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 98 | 346.92 | 18 | 49.5 | 0 | 0 | 297.42 | 297.42 | 18 | 1 | 98 | 346.92 | 18 | 49.5 | 0 | 297.42 |
| HWY | GGS-1KFV | Egg Salad Croissant | FreshPack Deli | 15 | 3 | 0.791666666666667 | 0.216666666666667 | 3.21 | 2.28 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 47.5 | 152.475 | 13 | 29.64 | 0 | 122.835 |
| HWY | GGS-4HBP | Turkey Cranberry Sandwich | EatWell Foods | 15 | 3 | 1.125 | 0.325 | 3.64 | 2.95 | 1 | 0 | 0 | 1 | 1 | 67.5 | 245.7 | 19.5 | 57.525 | 0 | 0 | 188.175 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | -188.175 | -19.5 | 1 | 67.5 | 245.7 | 19.5 | 57.525 | 0 | 188.175 |
| HWY | GGS-6BGH | Protein Snack Box | Urban Spoon | 15 | 3 | 2.725 | 0.2 | 3.85 | 2.94 | 1 | 0 | 0.35 | 2 | 2 | 163.5 | 629.475 | 12 | 35.28 | 0 | 57.225 | 651.42 | 2 | 2 | 163.5 | 629.475 | 12 | 35.28 | 0 | 57.225 | 651.42 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| RUR | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | 14 | 2 | 3.6875 | 0.205357142857143 | 3.61 | 2.38 | 1 | 0 | 0 | 1 | 1 | 206.5 | 745.465 | 11.5 | 27.37 | 0 | 0 | 718.095 | 1 | 1 | 206.5 | 745.465 | 11.5 | 27.37 | 0 | 0 | 718.095 | 0 | 0 | 1 | 206.5 | 745.465 | 11.5 | 27.37 | 0 | 718.095 |
| RUR | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | 14 | 2 | 4.03571428571429 | 0.205357142857143 | 3.85 | 2.64 | 1 | 0 | 0 | 2 | 2 | 226 | 870.1 | 11.5 | 30.36 | 0 | 0 | 839.74 | 2 | 2 | 226 | 870.1 | 11.5 | 30.36 | 0 | 0 | 839.74 | 0 | 0 | 1 | 226 | 870.1 | 11.5 | 30.36 | 0 | 839.74 |
| RUR | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | 14 | 2 | 1.38392857142857 | 0.330357142857143 | 4.54 | 3.45 | 1.5 | 0 | 0 | 1 | 1.5 | 77.5 | 351.85 | 18.5 | 63.825 | 0 | 0 | 288.025 | 1 | 1.5 | 77.5 | 351.85 | 18.5 | 63.825 | 0 | 0 | 288.025 | 0 | 0 | 1 | 77.5 | 351.85 | 18.5 | 63.825 | 0 | 288.025 |
| RUR | GGS-7DNL | Cobb Salad | FreshPack Deli | 14 | 2 | 0.714285714285714 | 0.214285714285714 | 4.77 | 3.72 | 1.5 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 40 | 190.8 | 12 | 44.64 | 0 | 146.16 |
| RUR | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | 14 | 2 | 1.53571428571429 | 0.339285714285714 | 3.54 | 2.75 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 86 | 304.44 | 19 | 52.25 | 0 | 0 | 252.19 | 252.19 | 19 | 1 | 86 | 304.44 | 19 | 52.25 | 0 | 252.19 |
| RUR | GGS-1KFV | Egg Salad Croissant | FreshPack Deli | 14 | 2 | 0.723214285714286 | 0.232142857142857 | 3.21 | 2.28 | 1 | 0 | 0 | 1 | 1 | 40.5 | 130.005 | 13 | 29.64 | 0 | 0 | 100.365 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | -100.365 | -13 | 1 | 40.5 | 130.005 | 13 | 29.64 | 0 | 100.365 |
| RUR | GGS-4HBP | Turkey Cranberry Sandwich | EatWell Foods | 14 | 2 | 0.830357142857143 | 0.232142857142857 | 3.64 | 2.95 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 46.5 | 169.26 | 13 | 38.35 | 0 | 130.91 |
| RUR | GGS-6BGH | Protein Snack Box | Urban Spoon | 14 | 2 | 1.84375 | 0.15625 | 3.85 | 2.94 | 1 | 0 | 0.35 | 2 | 2 | 103.25 | 397.5125 | 8.75 | 25.725 | 0 | 36.1375 | 407.925 | 1 | 1 | 103.25 | 397.5125 | 8.75 | 25.725 | 0 | 36.1375 | 407.925 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| CHAIN TOTAL | 388 | 48 | 7042.475 | 28795.72175 | 562.283333333333 | 1846.50033333333 | 121.54575 | 650.2825 | 27721.0496666667 | 45.5 | 7222.35 | 28919.9755 | 484.075 | 1482.0895 | 123.087 | 574.2325 | 28135.2055 | 414.155833333333 | -78.2083333333333 | 6190.5 | 24309.245 | 583 | 1688.435 | 36.3 | 22657.11 | ||||||||||||||
| HEADLINE COMPARISON | |||||||||||||||||||||||||||||||||||||||
| Current seven-item set - 4-week run-rate net contribution | 22657.11 | 391 | |||||||||||||||||||||||||||||||||||||
| Reset uplift vs today (revised plan) | 5478.0955 | 24.2% improvement. Most of it comes from adding Protein Snack Box and deleting Egg Salad Croissant and Turkey Cranberry Sandwich. | |||||||||||||||||||||||||||||||||||||
| Buyer proposal - 4-week net contribution | 27721.0496666667 | 394 | |||||||||||||||||||||||||||||||||||||
| Revised plan - 4-week net contribution | 28135.2055 | 396 | |||||||||||||||||||||||||||||||||||||
| Net contribution improvement | 414.155833333334 | 1.5% better on a base that is also executable. | |||||||||||||||||||||||||||||||||||||
| Gross profit - proposal vs revised | 124.25375 | 398 | |||||||||||||||||||||||||||||||||||||
| Shrink cost avoided | 364.410833333333 | 19.7% reduction in shrink dollars. | |||||||||||||||||||||||||||||||||||||
| Waste units avoided | 78.2083333333333 | 401 | |||||||||||||||||||||||||||||||||||||
| Signed vendor credits earned - revised | 123.087 | 403 |
Vendor Terms
| Signed Offer Letters - Terms Applied and Compliance Test | ||||
|---|---|---|---|---|
| Source: signed_vendor_offer_letters.pdf (Blue Mesa internal copy). Signed letters supersede proposal notes on credits, route eligibility and launch support. | ||||
| Vendor | Signed | Term | Signed language | How it was applied in this recommendation |
| GreenFork Kitchen | 5 Jun 2026 | Covered items | GGS-5MTC Hummus Veggie Wrap; GGS-3RZA Caprese Ciabatta | Both are GreenFork items, so the Hummus-to-Caprese question is a within-vendor trade, not a vendor switch. |
| 419 | $0.40 per scanned unit on GGS-3RZA receipts dated July 13-August 9, capped at 5,500 scanned units. | Applied to Caprese in Metro and Campus only. The window is exactly reset weeks 1-4, which is what anchors the assumed 13 July set date. Modelled volume uses 6.8% of the cap, so the allowance gives no reason to widen distribution. | ||
| 422 | 30% credit on documented waste units for covered GreenFork items only in stores receiving GreenFork delivery at least four days per week. | Credit applied in Metro (5), Commuter (4) and Campus (5) delivery days. NOT applied in Highway (3) or Rural (2) - the Hummus retained in those clusters carries unprotected shrink, which is why it is held to one facing with a reduced par. | ||
| 425 | Highway / Travel and Rural North are not approved for Caprese route expansion under this letter. Future expansion requires a new signed routing addendum. | Decisive. The proposal adds Caprese to Highway; that line is rejected. The proposal correctly does not add it to Rural. | ||
| 428 | GreenFork products carry a two-day code at store receipt. | Confirms the item master. Drives the handoff test that 2-day code items are a poor fit below four delivery days. | ||
| Urban Spoon | 6 Jun 2026 | Covered items | GGS-9PQL Southwest Chicken Bowl; GGS-6BGH Protein Snack Box | Both retained; Protein Snack Box is the reset's one genuinely well-supported new item. |
| 419 | $0.35 per scanned unit on GGS-6BGH during the first six weeks of the Q3 reset, capped at 8,000 scanned units. | Applied in all five clusters. Six-week modelled volume is 1,821 units, 22.8% of cap - not binding. | ||
| 422 | No shrink credit. Normal returns policy only for verified mis-picks. | No credit modelled on Southwest Bowl or Protein Snack Box. Protein Box waste is low enough (2.6-7.8%) that this is not a concern. | ||
| 425 | Current Urban Spoon delivery routes cover all five Blue Mesa clusters on the existing replenishment cadence. | Clears Protein Snack Box for chainwide launch with no new driver stops. | ||
| 428 | GGS-6BGH carries a five-day code; GGS-9PQL carries a three-day code. | The five-day code is why Protein Snack Box is the right second facing in Highway (3 deliveries) and the right retained item in Rural (2 deliveries). | ||
| Sakura Express | 7 Jun 2026 | Covered items | GGS-8XUY Spicy Tuna Sushi Roll | Single item; single cluster of eligibility. |
| 419 | Metro Core M-11 stores only: 50% credit on documented waste units through August 16. No scan allowance. | Applied to Metro sushi only. Note the credit expires 16 Aug, one week after the four-week window - a week-4 decision point before protection lapses. | ||
| 425 | 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. | Decisive. The proposal adds sushi to Commuter and Campus; both lines are rejected. The buyer comment that "sushi will reset the case image" is a proposal note and does not override this. | ||
| 449 | One-day code. Stores must receive daily delivery; do not hold over. Case pack is 12 units. | Metro is the only cluster with daily prepared-food replenishment. Pilot receipts averaged 3.75 units per store per week against a 12-unit case pack, so ordering is being broken down at route level - Supply Chain should confirm this holds at 18 stores before the set. | ||
| 452 | No credit or service-level guarantee outside Metro Core unless separately signed. | Confirms sushi cannot be ranged outside Metro Core in this reset. | ||
| EatWell Foods | 30 May 2026 | Covered items | GGS-84QJ Chicken Caesar Wrap; GGS-2VWK Turkey Club Sandwich; GGS-4HBP Turkey Cranberry Sandwich | Caesar and Turkey Club are the two anchor items and are retained in every cluster. |
| 419 | No Q3 scan allowance. Standard volume pricing remains in place. | No allowance modelled on any EatWell item. | ||
| 460 | Turkey Cranberry Sandwich was a winter feature. Returns or billbacks after January 31, 2026 are not authorized. | Decisive. Every Turkey Cranberry unit wasted in Q3 is a full-cost write-off with no vendor recovery. Combined with 21-23% waste rates, this settles the Highway keep against the proposal. | ||
| 425 | Current EatWell delivery routes cover all five Blue Mesa clusters on the existing replenishment cadence. | No route constraint on the anchor items. | ||
| 428 | Covered EatWell items carry a three-day code at store receipt. | Confirms the item master. | ||
| SCAN ALLOWANCE CAP UTILISATION - REVISED PLAN | ||||
| SKU / Item | Rate ($/unit) | Cap (units) | Allowance window and modelled volume | Cap binding? |
| GGS-3RZA Caprese Ciabatta | 0.4 | 5500 | 13 Jul - 9 Aug (reset wks 1-4). Modelled scanned units: 373 = 6.8% of cap. Allowance earned: $149 | No |
| GGS-6BGH Protein Snack Box | 0.35 | 8000 | First 6 wks of the Q3 reset. Modelled scanned units over 6 wks: 1,821 = 22.8% of cap. Allowance earned in wks 1-4: $425 | No |
| Neither cap is close to binding at any distribution the internal data supports. Allowance capture is therefore not an argument for wider Caprese or Protein Snack Box distribution than performance justifies. |
Execution Risks
| Execution Risks, Evidence and Week-4 Checkpoints | |||||
|---|---|---|---|---|---|
| The parts of this reset most likely to fail in store. Each risk names the evidence behind it and what field operations must do. | |||||
| Risk | Clusters affected | Severity | Evidence | Mitigation built into the recommendation | Owner / checkpoint |
| Sushi route scope is unverified | Metro Core | High | The Sakura letter limits the daily route and the 50% waste credit to Metro Core stores on route M-11. The roster is not in the supplied materials; Metro Core has 18 stores and the pilot ran in 9. | Sushi is set at 1 facing and scoped to the confirmed M-11 list. If M-11 is narrower than all 18 Metro stores, a second Metro planogram is required with the 1.5 slots going to a third Chicken Caesar Wrap facing. | Space Planning - before planogram release |
| One-day-code product held over | Metro, Commuter, Campus | High | Sushi end-of-period on-hand cover was 7.4 days in Metro, 14.5 in Commuter and 11.5 in Campus against a one-day code. The Sakura letter says do not hold over. Recorded waste understates true shrink and there is a quality exposure. | Sushi is removed from Commuter and Campus entirely and held to 1 facing in Metro. Daily zero-out and code-date audit required in week 1. | Field Ops - weeks 1-2 audit |
| Turkey Cranberry sell-down | All five | High | 156 units of on-hand at the last observed week across the chain. EatWell authorises no returns or billbacks after 31 Jan 2026, so every residual unit is a full-cost write-off of about $2.95. | Item is deleted chainwide. Stores must sell down to zero before reset day; do not reorder after the final pre-reset delivery. | Field Ops - 2 weeks before set |
| Egg Salad sell-down and allergy handling | All five | Medium | 158 units of on-hand at the last observed week; worst waste rate in the chain at 19-24%; allergy handling complaints raised in the spring review. | Item is deleted chainwide, which also closes the allergy handling issue. Combined sell-down exposure with Turkey Cranberry is about $820 at last observed on-hand. | Field Ops - 2 weeks before set |
| Unprotected 2-day-code vegetarian | Highway, Rural | Medium | Hummus Veggie Wrap is the only route-legal vegetarian option in both clusters, but sits on a 2-day code against 3 and 2 delivery days, with waste at 15.5% and 18.1% and no GreenFork credit below four delivery days. | Held to a single facing with a reduced par set to the delivery gap, not to a weekly forecast. This is a deliberate trade to satisfy the one-vegetarian-per-cluster rule; a routing addendum or a longer-code vegetarian item should be sourced for Q4. | Category Planning - Q4 line review |
| Rural is over-set today | Rural North | Medium | The current seven-item set needs at least 8.0 tray slots at one facing each against 7.0 available. Rural also has the highest waste rates and the highest Caesar out-of-stock rate in the chain. | The reset takes Rural to five items and 6.5 slots. Protein Snack Box drops to 1 facing; Cobb Salad and Egg Salad are deleted. | Space Planning - at set |
| Caprese cannibalises Hummus | Metro, Campus | Medium | Both clusters carry Hummus and Caprese together. Cluster-level records show no cannibalisation during the pilot (Metro Hummus +4.3%, Campus +2.2%), but Caprese ran in only 9 of 18 and 5 of 11 stores, so the cluster read is diluted. | Ranged as proposed, with a store-level read at week 4. If combined vegetarian units in pilot stores are flat against non-pilot stores, drop Hummus in that cluster at week 5 and give the slot to Chicken Caesar Wrap. | Category Planning - week 4 |
| Set date vs allowance window | All five | Medium | The GreenFork $0.40 allowance covers receipts dated 13 July - 9 Aug only. Sushi is not available until 8 July. | The plan assumes a 13 July set. If the set moves earlier, Caprese scans before 13 July earn no allowance; if later, week 4 falls outside the window and the four-week economics shift. | Space Planning - confirm set date |
| Vendor protection lapses mid-quarter | Metro | Medium | The Sakura 50% waste credit ends 16 Aug, one week after the four-week window. The Urban Spoon $0.35 allowance ends at week 6. | Both are decision points, not renewals. Sushi must clear a week-4 review on unsubsidised economics before it continues past 16 Aug. | Senior Merchant - week 4 review |
| Case recovery after the noon rush | Metro, Commuter, Campus | Medium | Stores already report the case is hard to recover after noon. The buyer proposal fills Metro to exactly 12.0 of 12.0 slots and breaks capacity in three other clusters. | Metro, Highway and Rural each hold 0.5 slots open. Facings are weighted toward 3-day and 5-day code items, which are the ones a mid-day replenishment can actually recover. | Field Ops - week 2 feedback |
| Southwest Bowl waste in thin-delivery clusters | Highway, Rural | Low | Waste at 10.7% in Highway and 19.3% in Rural on a 3-day code with 3 and 2 delivery days. Still positive after shrink ($8.95 and $5.14 net per store per week). | Retained at 1 facing in both, with a par cut. Flagged for deletion at the Q4 review if waste does not improve. | Category Planning - Q4 line review |
| Case pack granularity on sushi | Metro Core | Low | The Sakura letter lists a 12-unit case pack under minimum handling. Metro pilot receipts averaged 3.75 units per store per week, so cases are being broken down at route level. | Confirm with Supply Chain that break-down ordering holds when sushi moves from 9 pilot stores to the full M-11 roster. | Supply Chain - before set |
| EVIDENCE A - INVENTORY HELD PAST CODE LIFE (week ending 25 May 2026; cover = end-of-period on hand per store divided by the daily sales rate) | |||||
| Cluster | SKU / Item | Code life (days) | On-hand cover (days) | Cover in excess of code life (days) | Reading |
| MET | GGS-4HBP Turkey Cranberry Sandwich | 3 | 19.4782608695652 | 16.4782608695652 | Deleted - residual stock has no route to sale within code |
| HWY | GGS-1KFV Egg Salad Croissant | 2 | 20.0421052631579 | 18.0421052631579 | Deleted - worst cover-to-code gap of any current item |
| CAM | GGS-4HBP Turkey Cranberry Sandwich | 3 | 18.3606557377049 | 15.3606557377049 | Deleted |
| RUR | GGS-1KFV Egg Salad Croissant | 2 | 17.9753086419753 | 15.9753086419753 | Deleted - proposal wanted to keep this |
| COM | GGS-8XUY Spicy Tuna Sushi Roll | 1 | 14.5185185185185 | 13.5185185185185 | Sushi add rejected - over two weeks of cover on a one-day code |
| CAM | GGS-8XUY Spicy Tuna Sushi Roll | 1 | 11.5294117647059 | 10.5294117647059 | Sushi add rejected |
| HWY | GGS-7DNL Cobb Salad | 3 | 12.3969465648855 | 9.3969465648855 | Deleted from Highway |
| MET | GGS-8XUY Spicy Tuna Sushi Roll | 1 | 7.40088105726872 | 6.40088105726872 | Cut to 1 facing, M-11 only, with a daily zero-out audit |
| HWY | GGS-5MTC Hummus Veggie Wrap | 2 | 8.85714285714286 | 6.85714285714286 | Retained on the vegetarian rule - par cut and 1 facing |
| EVIDENCE B - SELL-DOWN WRITE-OFF EXPOSURE ON DELETED ITEMS (at last observed on-hand, 25 May 2026) | |||||
| SKU / Item | 556 | Unit cost ($) | Exposure if not sold down ($) | Vendor recovery available | |
| GGS-4HBP Turkey Cranberry Sandwich | 156 | 2.95 | 460.2 | None - EatWell authorises no returns or billbacks after 31 Jan 2026 | |
| GGS-1KFV Egg Salad Croissant | 158 | 2.28 | 360.24 | None - no FreshPack shrink terms in the signed letters | |
| TOTAL | 314 | 820.44 | One-time. Avoided by a managed sell-down, not by keeping the items in the case. | ||
| WEEK-4 DECISION POINTS FOR THE SENIOR MERCHANT | |||||
| 1. Sushi (Metro, route M-11): review unsubsidised economics before the Sakura waste credit lapses on 16 Aug. Continue only if waste holds at or below the 10.6% pilot rate with no held-over stock. | |||||
| 2. Caprese vs Hummus (Metro, Campus): read store-level vegetarian units in pilot versus non-pilot stores. If Caprese is substituting rather than adding, drop Hummus in that cluster and give the slot to Chicken Caesar Wrap. | |||||
| 3. Protein Snack Box: confirm the 2-facing build is clearing out-of-stocks in Metro, Commuter, Campus and Highway before the Urban Spoon allowance ends at week 6. | |||||
| 4. Hummus in Highway and Rural: if waste stays above 15% with the reduced par, take the Q4 decision to either sign a Caprese routing addendum or source a longer-code vegetarian item. | |||||
| 5. Rural North: if the five-item set holds service levels, hold the 0.5 slots open rather than refilling them. |
User prompt → 133 turns · 81 tool calls → final responseclaude-code
91 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 reviewing the attached materials.20k
I'll start by reviewing 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 all files in workspace
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 03:30 .. 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 03:30 .. 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.
6Bash22k1
Tool execution only — no assistant text
Bashecho "=== buyer_reset_proposal.csv (FULL) ===" && cat buyer_reset_proposal.csv (+description)
Arguments
Read full buyer reset proposal
echo "=== buyer_reset_proposal.csv (FULL) ===" && cat buyer_reset_proposal.csv
Output
=== buyer_reset_proposal.csv (FULL) === 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
… 10,382 more characters of output in the raw trajectory.
7Bash26k1
Tool execution only — no assistant text
Bashecho "=== item_master_unit_economics.csv (FULL) ===" && cat item_master_unit_economics.csv && echo && echo "=== store_cluster_capacity.csv (FULL) ===" && cat store_cluster_capacity.csv (+description)
Arguments
Read item master and capacity files
echo "=== item_master_unit_economics.csv (FULL) ===" && cat item_master_unit_economics.csv && echo && echo "=== store_cluster_capacity.csv (FULL) ===" && cat store_cluster_capacity.csv
Output
=== item_master_unit_economics.csv (FULL) === 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,Yes GGS-9PQL,Southwest Chicken Bowl,Current,Urban Spoon,Bowl meal,Meat,3,8,1.5,7.99,3.45,1,2024-09-09,Yes GGS-5MTC,Hummus Veggie Wrap,Current,GreenFork Kitchen,Vegetarian lunch,Vegetarian,2,8,1.0,6.29,2.75,1,2023-05-01,No GGS-7DNL,Cobb Salad,Current,FreshPack Deli,Salad meal,Meat,3,6,1.5,8.49,3.72,1,2024-01-22,No GGS-1KFV,Egg Salad Croissant,Current,FreshPack Deli,Legacy sandwich,Egg vegetarian,2,8,1.0,5.49,2.28,1,2022-06-13,No GGS-4HBP,Turkey Cranberry Sandwich,Current seasonal,EatWell Foods,Winter seasonal,Meat,3,10,1.0,6.59,2.95,1,2025-10-27,No GGS-3RZA,Caprese Ciabat
… 3,472 more characters of output in the raw trajectory.
9Bash27k1
Tool execution only — no assistant text
Bashpython3 -c " from docx import Document d = Document('merchant_handoff_prepared_foods.docx') for p in d.paragraphs: if p.text.strip(): print(f'[{p.style.name}] {p.text}') for i,t in enumerate(d.tables): print(f'--- TABLE {i} ---') for r in t.rows: print(' | '.join(c.text.strip() for c in r.cells)) " 2>&1 | head -200 (+description)
Arguments
Extract text from merchant handoff docx
python3 -c " from docx import Document d = Document('merchant_handoff_prepared_foods.docx') for p in d.paragraphs: if p.text.strip(): print(f'[{p.style.name}] {p.text}') for i,t in enumerate(d.tables): print(f'--- TABLE {i} ---') for r in t.rows: print(' | '.join(c.text.strip() for c in r.cells)) " 2>&1 | head -200Output
[Normal] Prepared Foods Reset Handoff [Normal] Blue Mesa Market - Q3 2026 refrigerated grab-and-go case [Normal] From: L. Moreno, Senior Merchant - Prepared Foods [Normal] To: Category Planning / Space Planning [Normal] Date: June 10, 2026 [Normal] Context: The July reset has to protect lunch traffic while taking shrink dollars out of the case. The buyer proposal was assembled after vendor line reviews, but it has not been reconciled to current tray capacity, delivery cadence, or the signed trade terms. Stores are already flagging that the case is hard to recover after the noon rush, so the final call needs to be operationally boring even if the vendor story is exciting. [Heading 1] Decision rules for this reset [List Bullet] 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. [List Bullet] Treat internal sales, waste, and inventory records as the demand signal. S
… 6,118 more characters of output in the raw trajectory.
10Bash29k1
Tool execution only — no assistant text
Bashpython3 -c " import pdfplumber with pdfplumber.open('signed_vendor_offer_letters.pdf') as pdf: print('PAGES:', len(pdf.pages)) for i,p in enumerate(pdf.pages): print(f'===== PAGE {i+1} =====') print(p.extract_text()) for t in (p.extract_tables() or []): print('--- table ---') for r in t: print(r) " 2>&1 | head -250 (+description)
Arguments
Extract text from signed vendor offer letters PDF
python3 -c " import pdfplumber with pdfplumber.open('signed_vendor_offer_letters.pdf') as pdf: print('PAGES:', len(pdf.pages)) for i,p in enumerate(pdf.pages): print(f'===== PAGE {i+1} =====') print(p.extract_text()) for t in (p.extract_tables() or []): print('--- table ---') for r in t: print(r) " 2>&1 | head -250Output
PAGES: 2 ===== PAGE 1 ===== 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 by T. Nguyen, Urban Spoon Term Signed language Covered items GGS-9PQL Southwest Chicken Bowl; GGS-6BGH Protein Snack Box Laun
… 9,294 more characters of output in the raw trajectory.
12Bash31k1
Tool execution only — no assistant text
Bashpython3 -c " import pandas as pd df = pd.read_csv('weekly_pos_inventory_waste.csv') print(df.shape) print('WEEKS:', sorted(df.week_start.unique())) print('RANGE TYPES:', df.range_type.unique()) print() print(df.groupby(['range_type']).size()) print() print(pd.crosstab(df.sku, df.range_type)) print() print(df.dtypes) " (+description)
Arguments
Inspect POS data structure
python3 -c " import pandas as pd df = pd.read_csv('weekly_pos_inventory_waste.csv') print(df.shape) print('WEEKS:', sorted(df.week_start.unique())) print('RANGE TYPES:', df.range_type.unique()) print() print(df.groupby(['range_type']).size()) print() print(pd.crosstab(df.sku, df.range_type)) print() print(df.dtypes) "Output
(368, 12) WEEKS: ['2026-04-06', '2026-04-13', '2026-04-20', '2026-04-27', '2026-05-04', '2026-05-11', '2026-05-18', '2026-05-25'] RANGE TYPES: ['Current set' 'Controlled pilot'] range_type Controlled pilot 88 Current set 280 dtype: int64 range_type Controlled pilot Current set sku GGS-1KFV 0 40 GGS-2VWK 0 40 GGS-3RZA 24 0 GGS-4HBP 0 40 GGS-5MTC 0 40 GGS-6BGH 40 0 GGS-7DNL 0 40 GGS-84QJ 0 40 GGS-8XUY 24 0 GGS-9PQL 0 40 week_start object cluster_code object cluster_name object sku object item object range_type object stores_ranged int64 net_sales_units
… 1,358 more characters of output in the raw trajectory.
13Bash32k1
Tool execution only — no assistant text
Bashpython3 -c " import pandas as pd pd.set_option('display.width',250); pd.set_option('display.max_rows',300) df = pd.read_csv('weekly_pos_inventory_waste.csv') # pilot detail p = df[df.range_type=='Controlled pilot'] print('=== PILOT ROWS ===') print(p.to_string(index=False)) " (+description)
Arguments
Show all controlled pilot rows
python3 -c " import pandas as pd pd.set_option('display.width',250); pd.set_option('display.max_rows',300) df = pd.read_csv('weekly_pos_inventory_waste.csv') # pilot detail p = df[df.range_type=='Controlled pilot'] print('=== PILOT ROWS ===') print(p.to_string(index=False)) "Output
=== PILOT ROWS === week_start cluster_code cluster_name sku item range_type stores_ranged net_sales_units waste_units oos_store_days receipts_units ending_on_hand_units 2026-04-06 MET Metro Core GGS-3RZA Caprese Ciabatta Controlled pilot 9 25 2 0.6 25 12 2026-04-13 MET Metro Core GGS-3RZA Caprese Ciabatta Controlled pilot 9 30 3 0.1 37 16 2026-04-20 MET Metro Core GGS-3RZA Caprese Ciabatta Controlled pilot 9 29 2 0.3 28 13 2026-04-27 MET Metro Core GGS-3RZA Caprese Ciabatta Controlled pilot 9 29 2 0.6 33 15 2026-05-04 MET Metro
… 32,728 more characters of output in the raw trajectory.
15Bash44k1
Tool execution only — no assistant text
Bashpython3 << 'EOF' import pandas as pd pd.set_option('display.width',250); pd.set_option('display.max_rows',400); pd.set_option('display.float_format', lambda x: f'{x:,.3f}') df = pd.read_csv('weekly_pos_inventory_waste.csv') im = pd.read_csv('item_master_unit_economics.csv') cap = pd.read_csv('store_cluster_capacity.csv') g = df.groupby(['cluster_code','sku','item','range_type'], as_index=False).agg( weeks=('week_start','nunique'), stores=('stores_ranged','mean'), sales=('net_sales_units','sum'), waste=('waste_units','sum'), oos=('oos_store_days','sum'), rec=(
Arguments
python3 << 'EOF' import pandas as pd pd.set_option('display.width',250); pd.set_option('display.max_rows',400); pd.set_option('display.float_format', lambda x: f'{x:,.3f}') df = pd.read_csv('weekly_pos_inventory_waste.csv') im = pd.read_csv('item_master_unit_economics.csv') cap = pd.read_csv('store_cluster_capacity.csv') g = df.groupby(['cluster_code','sku','item','range_type'], as_index=False).agg( weeks=('week_start','nunique'), stores=('stores_ranged','mean'), sales=('net_sales_units','sum'), waste=('waste_units','sum'), oos=('oos_store_days','sum'), rec=(… 1,348 more characters of arguments in the raw trajectory.
Output
cluster_code sku item range_type stores upsw waste_psw waste_rate_of_supply oos_psw gp_unit gp_pct gp_psw shrink_psw net_gp_psw tray_slots_per_facing net_gp_per_tray shelf_life_days vendor MET GGS-84QJ Chicken Caesar Wrap Current set 18.000 5.500 0.285 0.049 0.250 3.610 0.603 19.855 0.678 19.177 1.000 19.177 3 EatWell Foods MET GGS-6BGH Protein Snack Box Controlled pilot 9.000 4.139 0.111 0.026 0.281 3.850 0.567 15.935 0.327 15.608 1.000 15.608 5 Urban Spoon MET GGS-9PQL Southwest Chicken Bowl Current set 18.000 4.514 0.319 0.066 0.160 4.540 0.568 20.493 1.102 19.391 1.500 12.927 3 Urban Spoon MET GGS-2VW… 22,078 more characters of output in the raw trajectory.
17Bash65k1
Tool execution only — no assistant text
Bashpython3 << 'EOF' import pandas as pd, numpy as np pd.set_option('display.width',250) df = pd.read_csv('weekly_pos_inventory_waste.csv') # 1) ledger integrity check: eoh_t = eoh_{t-1} + receipts - sales - waste bad=[] for (c,s),grp in df.groupby(['cluster_code','sku']): grp=grp.sort_values('week_start') prev=None for _,r in grp.iterrows(): if prev is not None: exp = prev + r.receipts_units - r.net_sales_units - r.waste_units if abs(exp-r.ending_on_hand_units)>0.01: bad.append((c,s,r.week_start,exp,r.ending_on_hand_units))
Arguments
python3 << 'EOF' import pandas as pd, numpy as np pd.set_option('display.width',250) df = pd.read_csv('weekly_pos_inventory_waste.csv') # 1) ledger integrity check: eoh_t = eoh_{t-1} + receipts - sales - waste bad=[] for (c,s),grp in df.groupby(['cluster_code','sku']): grp=grp.sort_values('week_start') prev=None for _,r in grp.iterrows(): if prev is not None: exp = prev + r.receipts_units - r.net_sales_units - r.waste_units if abs(exp-r.ending_on_hand_units)>0.01: bad.append((c,s,r.week_start,exp,r.ending_on_hand_units))… 1,506 more characters of arguments in the raw trajectory.
Output
ledger mismatches: 0 cluster_code sku item shelf_life_days ending_on_hand_units build_8wk eoh_per_store cover_days cover_vs_code MET GGS-4HBP Turkey Cranberry Sandwich 3 40 8 2.22 23.33 20.33 HWY GGS-1KFV Egg Salad Croissant 2 34 9 2.27 21.64 19.64 CAM GGS-4HBP Turkey Cranberry Sandwich 3 20 5 1.82 20.00 17.00 RUR GGS-1KFV Egg Salad Croissant 2 26 4 1.86 18.20 16.20 COM GGS-8XUY Spicy Tuna Sushi Roll 1 14 8 2.33 16.33 15.33 COM GGS-4HBP Turkey Cranberry Sandwich 3 48 6 1.85 14.61 11.6… 19,354 more characters of output in the raw trajectory.
19Data is internally consistent (ledger balances across all 368 rows). Now building the decision model.79k
Data is internally consistent (ledger balances across all 368 rows). Now building the decision model.
20Bash1
Tool execution only — no assistant text
Bashmkdir -p /workspace/output /workspace/work && cd /workspace/work && cat > model.py << 'PYEOF' import pandas as pd, numpy as np, json D='/workspace/data/' df=pd.read_csv(D+'weekly_pos_inventory_waste.csv'); im=pd.read_csv(D+'item_master_unit_economics.csv') cap=pd.read_csv(D+'store_cluster_capacity.csv'); prop=pd.read_csv(D+'buyer_reset_proposal.csv') WEEKS=4 g=df.groupby(['cluster_code','sku'],as_index=False).agg(weeks=('week_start','nunique'),pilot_stores=('stores_ranged','mean'), sales=('net_sales_units','sum'),waste=('waste_units','sum'),oos=('oos_store_days','sum'),
Arguments
mkdir -p /workspace/output /workspace/work && cd /workspace/work && cat > model.py << 'PYEOF' import pandas as pd, numpy as np, json D='/workspace/data/' df=pd.read_csv(D+'weekly_pos_inventory_waste.csv'); im=pd.read_csv(D+'item_master_unit_economics.csv') cap=pd.read_csv(D+'store_cluster_capacity.csv'); prop=pd.read_csv(D+'buyer_reset_proposal.csv') WEEKS=4 g=df.groupby(['cluster_code','sku'],as_index=False).agg(weeks=('week_start','nunique'),pilot_stores=('stores_ranged','mean'), sales=('net_sales_units','sum'),waste=('waste_units','sum'),oos=('oos_store_days','sum'),… 4,853 more characters of arguments in the raw trajectory.
Output
Exit code 1 Traceback (most recent call last): File "/workspace/work/model.py", line 62, in <module> rev,_=build(REVISED,'Revised'); pro,pmiss=build(PROPOSAL,'Proposal'); cur,_=build(CURRENT,'Current set') ^^^^^^^^^^^^^^^^^^^^^^^^ File "/workspace/work/model.py", line 48, in build for (cc,sk),f in ([(c,s) for c,d in scen.items() for s in d] if isinstance(scen,dict) and isinstance(list(scen.values())[0],dict) else []): ^^^^^^^ ValueError: too many values to unpack (expected 2) [error] tool reported failure22Bash80k1
Tool execution only — no assistant text
Bashcd /workspace/work && python3 - << 'PYEOF' import re s=open('model.py').read() s=s.replace(""" rows=[] for (cc,sk),f in ([(c,s) for c,d in scen.items() for s in d] if isinstance(scen,dict) and isinstance(list(scen.values())[0],dict) else []): pass if isinstance(list(scen.values())[0],dict): pairs=[(c,s,f) for c,d in scen.items() for s,f in d.items()] else: pairs=[(c,s,f) for (c,s),f in scen.items()] """,""" rows=[] if isinstance(list(scen.values())[0],dict): pairs=[(c,s,f) for c,d in scen.items() for s,f in
Arguments
cd /workspace/work && python3 - << 'PYEOF' import re s=open('model.py').read() s=s.replace(""" rows=[] for (cc,sk),f in ([(c,s) for c,d in scen.items() for s in d] if isinstance(scen,dict) and isinstance(list(scen.values())[0],dict) else []): pass if isinstance(list(scen.values())[0],dict): pairs=[(c,s,f) for c,d in scen.items() for s,f in d.items()] else: pairs=[(c,s,f) for (c,s),f in scen.items()] """,""" rows=[] if isinstance(list(scen.values())[0],dict): pairs=[(c,s,f) for c,d in scen.items() for s,f in… 177 more characters of arguments in the raw trajectory.
Output
PROPOSAL lines with NO internal demand data: [('HWY', 'GGS-3RZA', 1)] === PROPOSAL === cluster_code items facings trays tray_slots_available slack over units gp shrink credit allow net MET 7 10 12.0 12.0 0.0 fits 1914.0 8125.0 421.7 77.6 195.5 7976.4 COM 7 9 10.5 10.0 -0.5 OVER CAPACITY 2301.6 9458.4 702.4 34.8 217.1 9007.9 CAM 7 9 10.5 10.0 -0.5 OVER CAPACITY 1245.6 5138.8 335.6 9.2 144.3 4956.7 HWY 5 7 7.5 8.0 0.5 fits 927.5 3578.6 209.8 0.0 57.2 3426.0 RUR 5 7 7.5 7.0 -0.5 OVER CAPACITY 653.8 2494.9 176.9 0.0 36.1 2354.2 === REVISED === cluster_code items facings trays tray_slots_available slack over units gp shrink credit allow net MET 8 10 11.5… 4,242 more characters of output in the raw trajectory.
24Bash85k1
Tool execution only — no assistant text
Bashcat > tables.py << 'PYEOF' import pandas as pd, numpy as np exec(open('model.py').read().split("rev,_=build")[0]) # reuse loaders/helpers def pairs(scen): if isinstance(list(scen.values())[0],dict): return [(c,s,f) for c,d in scen.items() for s,f in d.items()] return [(c,s,f) for (c,s),f in scen.items()] SLOT=dict(zip(im.sku,im.tray_slots_per_facing)); NAME=dict(zip(im.sku,im.item)) CAPS=cap.set_index('cluster_code') def trays(scen): d={} for c,s,f in pairs(scen): d[c]=d.get(c,0)+f*SLOT[s] return d PROPOSAL={(r.cluster_code,r.sku):int(r.propose
Arguments
cat > tables.py << 'PYEOF' import pandas as pd, numpy as np exec(open('model.py').read().split("rev,_=build")[0]) # reuse loaders/helpers def pairs(scen): if isinstance(list(scen.values())[0],dict): return [(c,s,f) for c,d in scen.items() for s,f in d.items()] return [(c,s,f) for (c,s),f in scen.items()] SLOT=dict(zip(im.sku,im.tray_slots_per_facing)); NAME=dict(zip(im.sku,im.item)) CAPS=cap.set_index('cluster_code') def trays(scen): d={} for c,s,f in pairs(scen): d[c]=d.get(c,0)+f*SLOT[s] return d PROPOSAL={(r.cluster_code,r.sku):int(r.propose… 3,925 more characters of arguments in the raw trajectory.
Output
Exit code 1 === TRAY RECONCILIATION (all lines, incl. unvalued) === cluster name stores dpw avail cur prop rev prop_slack rev_slack MET Metro Core 18 5 12.0 8.0 12.0 11.5 0.0 0.5 COM Commuter Suburban 26 4 10.0 8.0 10.5 10.0 -0.5 0.0 CAM Campus / Hospital 11 5 10.0 8.0 10.5 10.0 -0.5 0.0 HWY Highway / Travel 15 3 8.0 8.0 8.5 7.5 -0.5 0.5 RUR Rural North 14 2 7.0 8.0 7.5 6.5 -0.5 0.5 === OOS-RECOVERY UPSIDE (excluded from base totals) === cluster sku item prop_facings rev_facings oos_store_days_psw est_lost_units_4wk est_gp_recovery_4wk MET GGS-5MTC Hummus Veggie Wrap 0 1 0.06 1.27 4.51 COM GGS-84QJ Chicken Caesar Wrap 1 2 0.18 12.88… 2,137 more characters of output in the raw trajectory.
26Bash86k1
Tool execution only — no assistant text
Bashsed -i "s|last=df.sort_values('week_start').groupby(\['cluster_code','sku'\]).tail(1).merge(im,on='sku')|last=df.sort_values('week_start').groupby(['cluster_code','sku']).tail(1).merge(im.drop(columns=['item']),on='sku')|" tables.py && python3 tables.py 2>&1 | tail -30 (+description)
Arguments
Fix merge collision and rerun
sed -i "s|last=df.sort_values('week_start').groupby(\['cluster_code','sku'\]).tail(1).merge(im,on='sku')|last=df.sort_values('week_start').groupby(['cluster_code','sku']).tail(1).merge(im.drop(columns=['item']),on='sku')|" tables.py && python3 tables.py 2>&1 | tail -30Output
HWY GGS-5MTC Hummus Veggie Wrap 0 1 0.04 0.54 1.90 RUR GGS-5MTC Hummus Veggie Wrap 0 1 0.04 0.55 1.94 === SCAN ALLOWANCE CAP CHECK === sku item rate cap_units window units_reset_wk1_4 units_full_window pct_of_cap earned_4wk earned_full_window cap_binding GGS-3RZA Caprese Ciabatta 0.4 5500 Jul 13-Aug 9 (4 wks = reset wks 1-4) 373.2 373.2 0.1 149.3 149.3 No GGS-6BGH Protein Snack Box 0.4 8000 First 6 wks of Q3 reset 1214.2 1821.2 0.2 425.0 637.4 No === ON-HAND COVER vs CODE LIFE (top 14, wk ending 2026-05-25) === cluster_code sku item shelf_life_days ending_on_hand_units eoh_per_store cover_days excess_days… 6,050 more characters of output in the raw trajectory.
28Bash93k1
Tool execution only — no assistant text
Bashcat > decisions.py << 'PYEOF' import pandas as pd, numpy as np exec(open('model.py').read().split("rev,_=build")[0]) PROPOSAL={(r.cluster_code,r.sku):int(r.proposed_facings) for r in prop.itertuples()} REVISED={('MET','GGS-84QJ'):2,('MET','GGS-2VWK'):1,('MET','GGS-9PQL'):1,('MET','GGS-7DNL'):1,('MET','GGS-5MTC'):1,('MET','GGS-3RZA'):1,('MET','GGS-6BGH'):2,('MET','GGS-8XUY'):1, ('COM','GGS-84QJ'):2,('COM','GGS-2VWK'):2,('COM','GGS-9PQL'):1,('COM','GGS-7DNL'):1,('COM','GGS-5MTC'):1,('COM','GGS-6BGH'):2, ('CAM','GGS-84QJ'):2,('CAM','GGS-2VWK'):1,('CAM','GGS-9PQL'):1,('CAM','
Arguments
cat > decisions.py << 'PYEOF' import pandas as pd, numpy as np exec(open('model.py').read().split("rev,_=build")[0]) PROPOSAL={(r.cluster_code,r.sku):int(r.proposed_facings) for r in prop.itertuples()} REVISED={('MET','GGS-84QJ'):2,('MET','GGS-2VWK'):1,('MET','GGS-9PQL'):1,('MET','GGS-7DNL'):1,('MET','GGS-5MTC'):1,('MET','GGS-3RZA'):1,('MET','GGS-6BGH'):2,('MET','GGS-8XUY'):1, ('COM','GGS-84QJ'):2,('COM','GGS-2VWK'):2,('COM','GGS-9PQL'):1,('COM','GGS-7DNL'):1,('COM','GGS-5MTC'):1,('COM','GGS-6BGH'):2, ('CAM','GGS-84QJ'):2,('CAM','GGS-2VWK'):1,('CAM','GGS-9PQL'):1,('CAM','… 2,615 more characters of arguments in the raw trajectory.
Output
decision Accept 36 Reject 11 Change 3 === CHANGES / REJECTS === cluster_code sku item proposed_action proposed_facings decision final_facings internal_upsw internal_waste_rate net_gp_per_tray_week delta_net_4wk delta_waste_units_4wk MET GGS-5MTC Hummus Veggie Wrap Remove 0 Reject 1 1.96 0.08 6.47 476.04 12.00 MET GGS-8XUY Spicy Tuna Sushi Roll Add 2 Change 1 3.15 0.11 10.88 0.00 0.00 COM GGS-3RZA Caprese Ciabatta Add 1 Reject 0 1.83 0.16 6.00 -734.53 -37.38 COM GGS-5MTC Hummus Veggie Wrap Remove 0 Reject 1 2… 5,548 more characters of output in the raw trajectory.
30Analysis is complete and reconciles. Now building the deliverables.95k
Analysis is complete and reconciles. Now building the deliverables.
31user{"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.
32Skill1
Tool execution only — no assistant text
Skillxlsx
Arguments
xlsx
Output
Launching skill: xlsx [metadata] success: true commandName: xlsx
34Bash103k1
Tool execution only — no assistant text
Bashpython3 -c " import pandas as pd exec(open('model.py').read().split('rev,_=build')[0]) g2=df.groupby(['cluster_code','cluster_name','sku','item','range_type'],as_index=False).agg( pilot_stores=('stores_ranged','mean'),weeks=('week_start','nunique'),sales=('net_sales_units','sum'), waste=('waste_units','sum'),oos=('oos_store_days','sum'),eoh_last=('ending_on_hand_units','last')) g2=g2.merge(im[['sku','vendor','role','diet_flag','shelf_life_days','tray_slots_per_facing','status']],on='sku') g2.to_csv('econ_raw.csv',index=False); print(len(g2)); print(g2.head(3).to_string(
Arguments
python3 -c " import pandas as pd exec(open('model.py').read().split('rev,_=build')[0]) g2=df.groupby(['cluster_code','cluster_name','sku','item','range_type'],as_index=False).agg( pilot_stores=('stores_ranged','mean'),weeks=('week_start','nunique'),sales=('net_sales_units','sum'), waste=('waste_units','sum'),oos=('oos_store_days','sum'),eoh_last=('ending_on_hand_units','last')) g2=g2.merge(im[['sku','vendor','role','diet_flag','shelf_life_days','tray_slots_per_facing','status']],on='sku') g2.to_csv('econ_raw.csv',index=False); print(len(g2)); print(g2.head(3).to_string(… 59 more characters of arguments in the raw trajectory.
Output
46 cluster_code cluster_name sku item range_type pilot_stores weeks sales waste oos eoh_last vendor role diet_flag shelf_life_days tray_slots_per_facing status 0 CAM Campus / Hospital GGS-1KFV Egg Salad Croissant Current set 11.0 8 138 32 4.6 17 FreshPack Deli Legacy sandwich Egg vegetarian 2 1.0 Current 1 CAM Campus / Hospital GGS-2VWK Turkey Club Sandwich Current set 11.0 8 306 17 4.6 16 EatWell Foods Core sandwich Meat 3 1.0 Current 2 CAM Campus / Hospital GGS-3RZA Caprese Ciabatta Controlled pilot 5.0 8 132 9 1.7 20 GreenFork Kitchen Vegetarian lunch Vegetarian 2 1.0 Candidate [stdout] 46 cluster_code cluster_nam
… 958 more characters of output in the raw trajectory.
35Now building the workbook.113k
Now building the workbook.
36Bash1
Tool execution only — no assistant text
Bashcat > build_xlsx.py << 'PYEOF' 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 D='/workspace/data/' im=pd.read_csv(D+'item_master_unit_economics.csv'); cap=pd.read_csv(D+'store_cluster_capacity.csv') prop=pd.read_csv(D+'buyer_reset_proposal.csv'); econ=pd.read_csv('econ_raw.csv') CO=['MET','COM','CAM','HWY','RUR']; ck={c:i for i,c in enumerate(CO)} SK=['GGS-84QJ','GGS-2VWK','GGS-9PQL','GGS-7DNL','GGS-5MTC','GGS-3RZA','GGS-1KFV','GGS-4HB
Arguments
cat > build_xlsx.py << 'PYEOF' 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 D='/workspace/data/' im=pd.read_csv(D+'item_master_unit_economics.csv'); cap=pd.read_csv(D+'store_cluster_capacity.csv') prop=pd.read_csv(D+'buyer_reset_proposal.csv'); econ=pd.read_csv('econ_raw.csv') CO=['MET','COM','CAM','HWY','RUR']; ck={c:i for i,c in enumerate(CO)} SK=['GGS-84QJ','GGS-2VWK','GGS-9PQL','GGS-7DNL','GGS-5MTC','GGS-3RZA','GGS-1KFV','GGS-4HB… 18,277 more characters of arguments in the raw trajectory.
Output
built-part1 [stdout] built-part1 [metadata] noOutputExpected: false
38Bash118k1
Tool execution only — no assistant text
Bashpython3 - << 'PY' s=open('build_xlsx.py').read() s=s.replace("'=\\'4-Week Economics\\'!AD52'","'=\\'4-Week Economics\\'!AE52'") s=s.replace("\"='4-Week Economics'!AD52\"","\"='4-Week Economics'!AE52\"") s=s.replace("=\\'4-Week Economics\\'!AD52","=\\'4-Week Economics\\'!AE52") s=s.replace("=\\'4-Week Economics\\'!AC52","=\\'4-Week Economics\\'!V52") s=s.replace("=\\'4-Week Economics\\'!AE52',CUR,'The revised","=\\'4-Week Economics\\'!AF52',CUR,'The revised") s=s.replace("=-\\'4-Week Economics\\'!AF52","=-\\
Arguments
python3 - << 'PY' s=open('build_xlsx.py').read() s=s.replace("'=\\'4-Week Economics\\'!AD52'","'=\\'4-Week Economics\\'!AE52'") s=s.replace("\"='4-Week Economics'!AD52\"","\"='4-Week Economics'!AE52\"") s=s.replace("=\\'4-Week Economics\\'!AD52","=\\'4-Week Economics\\'!AE52") s=s.replace("=\\'4-Week Economics\\'!AC52","=\\'4-Week Economics\\'!V52") s=s.replace("=\\'4-Week Economics\\'!AE52',CUR,'The revised","=\\'4-Week Economics\\'!AF52',CUR,'The revised") s=s.replace("=-\\'4-Week Economics\\'!AF52","=-\\… 309 more characters of arguments in the raw trajectory.
Output
120: ('4-week net contribution - revised plan','=\'4-Week Economics\'!AE52',CUR,'Gross profit less shrink, plus signed vendor credits and scan allowances.'), 121: ('4-week net contribution - buyer proposal','=\'4-Week Economics\'!V52',CUR,'Excludes the Highway Caprese line, which has no internal demand data to value.'), 122: ('Net contribution improvement','=\'4-Week Economics\'!AF52',CUR,'The revised plan earns more gross profit AND wastes less.'), 123: ('Waste units avoided vs proposal (4 wks)','=-\'4-Week Economics\'!AG52',NUM0,'Chainwide reduction in units written off over the first four weeks.'), 124: ('Shrink dollars avoided vs proposal (4 wks)','=\'4-Week Economics\'!S52-\'4-Week Economics\'!AB52',CUR,'A 19.8% cut in shrink cost against the buyer proposal.')] [stdout] 120: ('4-week net contribution - revised plan','=\'4-Week Economics\'!AE52',CUR,'Gross profit less shrink, plus signed vendor credits and scan allowances.'), 121: ('4-week net contribution - b… 632 more characters of output in the raw trajectory.
39Bash122k1
Tool execution only — no assistant text
Bashcat >> build_xlsx.py << 'PYEOF' # =============== 2. ASSUMPTIONS & INPUTS =============== ws=wb.create_sheet('Assumptions') title(ws,'Assumptions, Signed Rates and Source Inputs','All values on this sheet are transcribed from the supplied source files. Blue = hardcoded input. Every other sheet references these cells.') for i,w in enumerate([40,14,13,13,13,13,13,13,13,13,13,13,13,15,12],1): ws.column_dimensions[CL(i)].width=w r=4 ws[f'A{r}']='GLOBAL MODEL ASSUMPTIONS'; st(ws,f'A{r}',bold=True,size=11,color='FFFFFF',fill=HDR); ws.merge_cells(f'A{r}:E{r}'); r+=1 A0=r+0 gl=[(
Arguments
cat >> build_xlsx.py << 'PYEOF' # =============== 2. ASSUMPTIONS & INPUTS =============== ws=wb.create_sheet('Assumptions') title(ws,'Assumptions, Signed Rates and Source Inputs','All values on this sheet are transcribed from the supplied source files. Blue = hardcoded input. Every other sheet references these cells.') for i,w in enumerate([40,14,13,13,13,13,13,13,13,13,13,13,13,15,12],1): ws.column_dimensions[CL(i)].width=w r=4 ws[f'A{r}']='GLOBAL MODEL ASSUMPTIONS'; st(ws,f'A{r}',bold=True,size=11,color='FFFFFF',fill=HDR); ws.merge_cells(f'A{r}:E{r}'); r+=1 A0=r+0 gl=[(… 5,170 more characters of arguments in the raw trajectory.
Output
ok [stdout] ok [metadata] noOutputExpected: false
40Bash124k1
Tool execution only — no assistant text
Bashcat >> build_xlsx.py << 'PYEOF' # =============== 3. ITEM ECONOMICS BY CLUSTER =============== ws=wb.create_sheet('Item Economics') title(ws,'Item Economics by Cluster - Internal Demand Signal','8 weeks of internal POS, waste and inventory records (6 Apr - 25 May 2026). This is the only demand source used. Net GP per tray slot per week is the ranking metric because tray slots, not facings, are the constrained resource.') hdrs=['Cluster','Cluster name','SKU','Item','Vendor','Role','Diet flag','Range type','Stores observed','Weeks','Net sales units (8 wks)','Waste units (8 wks)
Arguments
cat >> build_xlsx.py << 'PYEOF' # =============== 3. ITEM ECONOMICS BY CLUSTER =============== ws=wb.create_sheet('Item Economics') title(ws,'Item Economics by Cluster - Internal Demand Signal','8 weeks of internal POS, waste and inventory records (6 Apr - 25 May 2026). This is the only demand source used. Net GP per tray slot per week is the ranking metric because tray slots, not facings, are the constrained resource.') hdrs=['Cluster','Cluster name','SKU','Item','Vendor','Role','Diet flag','Range type','Stores observed','Weeks','Net sales units (8 wks)','Waste units (8 wks)… 3,345 more characters of arguments in the raw trajectory.
Output
ok [stdout] ok [metadata] noOutputExpected: false
42Bash128k1
Tool execution only — no assistant text
Bashcat >> build_xlsx.py << 'PYEOF' # =============== 4. FINAL ASSORTMENT BY CLUSTER =============== ws=wb.create_sheet('Final Assortment') title(ws,'Revised Cluster-Level Assortment - July Reset Weeks 1-4','The set Space Planning should build. Facings are decisions (blue); trays, units and dollars are calculated. Every cluster fits its live tray capacity with no assumed expansion.') hdrs=['Cluster','Cluster name','Stores','Del / wk','SKU','Item','Vendor','Role','Diet flag','Code life (days)','FACINGS','Tray slots / facing','Trays used','Units / store / wk','Units, 4 wks','Net co
Arguments
cat >> build_xlsx.py << 'PYEOF' # =============== 4. FINAL ASSORTMENT BY CLUSTER =============== ws=wb.create_sheet('Final Assortment') title(ws,'Revised Cluster-Level Assortment - July Reset Weeks 1-4','The set Space Planning should build. Facings are decisions (blue); trays, units and dollars are calculated. Every cluster fits its live tray capacity with no assumed expansion.') hdrs=['Cluster','Cluster name','Stores','Del / wk','SKU','Item','Vendor','Role','Diet flag','Code life (days)','FACINGS','Tray slots / facing','Trays used','Units / store / wk','Units, 4 wks','Net co… 5,506 more characters of arguments in the raw trajectory.
Output
ok [stdout] ok [metadata] noOutputExpected: false
43Bash131k1
Tool execution only — no assistant text
Bashcat >> build_xlsx.py << 'PYEOF' # =============== 5. PROPOSAL RECONCILIATION =============== ws=wb.create_sheet('Proposal Reconciliation') title(ws,'Buyer Proposal Reconciliation - Every Line Dispositioned','All 50 cluster x SKU lines from the 12 June buyer proposal. Decision, governing source and rationale for each. "Governing source" names the authority that settles the line where the proposal conflicts with another document.') ws['A3']='Accept = proposal stands. Change = item stays but facings are re-sized. Reject = proposed action is overturned.' st(ws,'A3',size=9,
Arguments
cat >> build_xlsx.py << 'PYEOF' # =============== 5. PROPOSAL RECONCILIATION =============== ws=wb.create_sheet('Proposal Reconciliation') title(ws,'Buyer Proposal Reconciliation - Every Line Dispositioned','All 50 cluster x SKU lines from the 12 June buyer proposal. Decision, governing source and rationale for each. "Governing source" names the authority that settles the line where the proposal conflicts with another document.') ws['A3']='Accept = proposal stands. Change = item stays but facings are re-sized. Reject = proposed action is overturned.' st(ws,'A3',size=9,… 4,512 more characters of arguments in the raw trajectory.
Output
ok [stdout] ok [metadata] noOutputExpected: false
45Bash135k1
Tool execution only — no assistant text
Bashpython3 - << 'PY' s=open('build_xlsx.py').read() s=s.replace("value='=SUMIF($M$6:$M$55,\">-99999\",$S$6:$S$55)'","value='=SUM(S6:S55)'") open('build_xlsx.py','w').write(s) PY cat >> build_xlsx.py << 'PYEOF' # =============== 6. CAPACITY CHECK =============== ws=wb.create_sheet('Capacity Check') title(ws,'Tray Slot Capacity Reconciliation','Live case capacity only - the September Metro lease-line change is excluded because it is not approved for the July reset. Oversized trays (Southwest Chicken Bowl, Cobb Salad, Spicy Tuna Sushi Roll) consume 1.5 slots per facing;
Arguments
python3 - << 'PY' s=open('build_xlsx.py').read() s=s.replace("value='=SUMIF($M$6:$M$55,\">-99999\",$S$6:$S$55)'","value='=SUM(S6:S55)'") open('build_xlsx.py','w').write(s) PY cat >> build_xlsx.py << 'PYEOF' # =============== 6. CAPACITY CHECK =============== ws=wb.create_sheet('Capacity Check') title(ws,'Tray Slot Capacity Reconciliation','Live case capacity only - the September Metro lease-line change is excluded because it is not approved for the July reset. Oversized trays (Southwest Chicken Bowl, Cobb Salad, Spicy Tuna Sushi Roll) consume 1.5 slots per facing;… 5,072 more characters of arguments in the raw trajectory.
Output
ok [stdout] ok [metadata] noOutputExpected: false
46Bash139k1
Tool execution only — no assistant text
Bashcat >> build_xlsx.py << 'PYEOF' # =============== 7. 4-WEEK ECONOMICS =============== ws=wb.create_sheet('4-Week Economics') title(ws,'Reset Weeks 1-4 Economics - Buyer Proposal vs Revised Plan','Four weeks at observed internal velocity, 13 July - 9 Aug 2026. Net contribution = gross profit - shrink at cost + signed vendor shrink credit + signed scan allowance. Facings are pulled from the Proposal Reconciliation sheet so there is one source of truth.') hdrs=['Cluster','SKU','Item','Vendor','Stores','Del / wk','Units / store / wk','Waste / store / wk','GP / unit ($)','Unit cos
Arguments
cat >> build_xlsx.py << 'PYEOF' # =============== 7. 4-WEEK ECONOMICS =============== ws=wb.create_sheet('4-Week Economics') title(ws,'Reset Weeks 1-4 Economics - Buyer Proposal vs Revised Plan','Four weeks at observed internal velocity, 13 July - 9 Aug 2026. Net contribution = gross profit - shrink at cost + signed vendor shrink credit + signed scan allowance. Facings are pulled from the Proposal Reconciliation sheet so there is one source of truth.') hdrs=['Cluster','SKU','Item','Vendor','Stores','Del / wk','Units / store / wk','Waste / store / wk','GP / unit ($)','Unit cos… 6,813 more characters of arguments in the raw trajectory.
Output
ok [stdout] ok [metadata] noOutputExpected: false
48Bash144k1
Tool execution only — no assistant text
Bashcat >> build_xlsx.py << 'PYEOF' # =============== 8. VENDOR TERMS & COMPLIANCE =============== ws=wb.create_sheet('Vendor Terms') title(ws,'Signed Offer Letters - Terms Applied and Compliance Test','Source: signed_vendor_offer_letters.pdf (Blue Mesa internal copy). Signed letters supersede proposal notes on credits, route eligibility and launch support.') for i,w in enumerate([20,13,17,72,72],1): ws.column_dimensions[CL(i)].width=w header(ws,4,['Vendor','Signed','Term','Signed language','How it was applied in this recommendation'],None,h=28) TERMS=[('GreenFork Kitchen','5 J
Arguments
cat >> build_xlsx.py << 'PYEOF' # =============== 8. VENDOR TERMS & COMPLIANCE =============== ws=wb.create_sheet('Vendor Terms') title(ws,'Signed Offer Letters - Terms Applied and Compliance Test','Source: signed_vendor_offer_letters.pdf (Blue Mesa internal copy). Signed letters supersede proposal notes on credits, route eligibility and launch support.') for i,w in enumerate([20,13,17,72,72],1): ws.column_dimensions[CL(i)].width=w header(ws,4,['Vendor','Signed','Term','Signed language','How it was applied in this recommendation'],None,h=28) TERMS=[('GreenFork Kitchen','5 J… 9,063 more characters of arguments in the raw trajectory.
Output
ok [stdout] ok [metadata] noOutputExpected: false
49Bash150k1
Tool execution only — no assistant text
Bashcat >> build_xlsx.py << 'PYEOF' # =============== 9. EXECUTION RISKS =============== ws=wb.create_sheet('Execution Risks') title(ws,'Execution Risks, Evidence and Week-4 Checkpoints','The parts of this reset most likely to fail in store. Each risk names the evidence behind it and what field operations must do.') for i,w in enumerate([26,16,10,56,60,20],1): ws.column_dimensions[CL(i)].width=w header(ws,4,['Risk','Clusters affected','Severity','Evidence','Mitigation built into the recommendation','Owner / checkpoint'],None,h=28) RISKS=[('Sushi route scope is unverified','Metr
Arguments
cat >> build_xlsx.py << 'PYEOF' # =============== 9. EXECUTION RISKS =============== ws=wb.create_sheet('Execution Risks') title(ws,'Execution Risks, Evidence and Week-4 Checkpoints','The parts of this reset most likely to fail in store. Each risk names the evidence behind it and what field operations must do.') for i,w in enumerate([26,16,10,56,60,20],1): ws.column_dimensions[CL(i)].width=w header(ws,4,['Risk','Clusters affected','Severity','Evidence','Mitigation built into the recommendation','Owner / checkpoint'],None,h=28) RISKS=[('Sushi route scope is unverified','Metr… 11,852 more characters of arguments in the raw trajectory.
Output
Exit code 1 Traceback (most recent call last): File "/workspace/work/build_xlsx.py", line 206, in <module> ws.cell(row=r,column=1,value=x.sku); ws.cell(row=r,column=2,value=x.item); ws.cell(row=r,column=3,value=x.status) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ 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 sku GGS-84QJ item Chicken Caesar Wrap status Current vendor EatWell Foods role… 528 more characters of output in the raw trajectory.
51Bash151k1
Tool execution only — no assistant text
Bashpython3 - << 'PY' import re s=open('build_xlsx.py').read() s=re.sub(r"\bx\.item\b(?!s)", "x['item']", s) open('build_xlsx.py','w').write(s) PY grep -c "x\['item'\]" build_xlsx.py && python3 build_xlsx.py (+description)
Arguments
Fix pandas .item conflict and rebuild
python3 - << 'PY' import re s=open('build_xlsx.py').read() s=re.sub(r"\bx\.item\b(?!s)", "x['item']", s) open('build_xlsx.py','w').write(s) PY grep -c "x\['item'\]" build_xlsx.py && python3 build_xlsx.pyOutput
Exit code 1 5 Traceback (most recent call last): File "/workspace/work/build_xlsx.py", line 620, in <module> s.page_setup.orientation='landscape'; s.page_setup.fitToWidth=1; s.sheetProperties.pageSetUpPr.fitToPage=True ^^^^^^^^^^^^^^^^^ AttributeError: 'Worksheet' object has no attribute 'sheetProperties'. Did you mean: 'sheet_properties'? [error] tool reported failure52Bash152k1
Tool execution only — no assistant text
Bashpython3 - << 'PY' s=open('build_xlsx.py').read() s=s.replace("s.sheetProperties.pageSetUpPr.fitToPage=True","s.sheet_properties.pageSetUpPr.fitToPage=True") s=s.replace("for s in wb.worksheets:\n s.sheet_view.showGridLines","for sh in wb.worksheets:\n sh.sheet_view.showGridLines") s=s.replace(" s.sheet_view.showGridLines=False\n s.page_setup.orientation='landscape'; s.page_setup.fitToWidth=1; s.sheet_properties.pageSetUpPr.fitToPage=True", " sh.sheet_view.showGridLines=False\n sh.page_setup.orientation='landscape'; sh.page_setup.fit
Arguments
python3 - << 'PY' s=open('build_xlsx.py').read() s=s.replace("s.sheetProperties.pageSetUpPr.fitToPage=True","s.sheet_properties.pageSetUpPr.fitToPage=True") s=s.replace("for s in wb.worksheets:\n s.sheet_view.showGridLines","for sh in wb.worksheets:\n sh.sheet_view.showGridLines") s=s.replace(" s.sheet_view.showGridLines=False\n s.page_setup.orientation='landscape'; s.page_setup.fitToWidth=1; s.sheet_properties.pageSetUpPr.fitToPage=True", " sh.sheet_view.showGridLines=False\n sh.page_setup.orientation='landscape'; sh.page_setup.fit… 168 more characters of arguments in the raw trajectory.
Output
Exit code 1 Traceback (most recent call last): File "/workspace/work/build_xlsx.py", line 620, in <module> s.page_setup.orientation='landscape'; s.page_setup.fitToWidth=1; s.sheet_properties.pageSetUpPr.fitToPage=True ^^^^^^^^^^^^ AttributeError: 'str' object has no attribute 'page_setup' [error] tool reported failure53Bash152k1
Tool execution only — no assistant text
Bashtail -5 build_xlsx.py && python3 - << 'PY' s=open('build_xlsx.py').read() old="""for sh in wb.worksheets: s.sheet_view.showGridLines=False s.page_setup.orientation='landscape'; s.page_setup.fitToWidth=1; s.sheet_properties.pageSetUpPr.fitToPage=True""" new="""for sh in wb.worksheets: sh.sheet_view.showGridLines=False sh.page_setup.orientation='landscape'; sh.page_setup.fitToWidth=1; sh.sheet_properties.pageSetUpPr.fitToPage=True""" assert old in s open('build_xlsx.py','w').write(s.replace(old,new)) PY python3 build_xlsx.py (+description)
Arguments
Repa
tail -5 build_xlsx.py && python3 - << 'PY' s=open('build_xlsx.py').read() old="""for sh in wb.worksheets: s.sheet_view.showGridLines=False s.page_setup.orientation='landscape'; s.page_setup.fitToWidth=1; s.sheet_properties.pageSetUpPr.fitToPage=True""" new="""for sh in wb.worksheets: sh.sheet_view.showGridLines=False sh.page_setup.orientation='landscape'; sh.page_setup.fitToWidth=1; sh.sheet_properties.pageSetUpPr.fitToPage=True""" assert old in s open('build_xlsx.py','w').write(s.replace(old,new)) PY python3 build_xlsx.py… 30 more characters of arguments in the raw trajectory.
Output
Exit code 1 for sh in wb.worksheets: sh.sheet_view.showGridLines=False s.page_setup.orientation='landscape'; s.page_setup.fitToWidth=1; s.sheet_properties.pageSetUpPr.fitToPage=True wb.save('/workspace/output/reset_decision_workbook.xlsx') print('saved') Traceback (most recent call last): File "<stdin>", line 8, in <module> AssertionError Traceback (most recent call last): File "/workspace/work/build_xlsx.py", line 620, in <module> s.page_setup.orientation='landscape'; s.page_setup.fitToWidth=1; s.sheet_properties.pageSetUpPr.fitToPage=True ^^^^^^^^^^^^ AttributeError: 'str' object has no attribute 'page_setup' [error] tool reported failure54Bash153k1
Tool execution only — no assistant text
Bashpython3 - << 'PY' s=open('build_xlsx.py').read() s=s.replace(" s.page_setup.orientation='landscape'; s.page_setup.fitToWidth=1; s.sheet_properties.pageSetUpPr.fitToPage=True", " sh.page_setup.orientation='landscape'; sh.page_setup.fitToWidth=1; sh.sheet_properties.pageSetUpPr.fitToPage=True") open('build_xlsx.py','w').write(s) PY python3 build_xlsx.py (+description)
Arguments
Final loop fix and rebuild
python3 - << 'PY' s=open('build_xlsx.py').read() s=s.replace(" s.page_setup.orientation='landscape'; s.page_setup.fitToWidth=1; s.sheet_properties.pageSetUpPr.fitToPage=True", " sh.page_setup.orientation='landscape'; sh.page_setup.fitToWidth=1; sh.sheet_properties.pageSetUpPr.fitToPage=True") open('build_xlsx.py','w').write(s) PY python3 build_xlsx.pyOutput
saved [stdout] saved [metadata] noOutputExpected: false
55Bash153k1
Tool execution only — no assistant text
Bashcd /workspace/output && python3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py reset_decision_workbook.xlsx 180 (+description)
Arguments
Recalculate workbook and check for formula errors
cd /workspace/output && python3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py reset_decision_workbook.xlsx 180
Output
{ "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 2937 } [stdout] { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 2937 } [metadata] noOutputExpected: false57Bash154k1
Tool execution only — no assistant text
Bashpython3 << 'PY' import openpyxl wb=openpyxl.load_workbook('reset_decision_workbook.xlsx',data_only=True) print('SHEETS:',wb.sheetnames) e=wb['4-Week Economics'] print('\n-- 4-Week Economics totals row 52 --') for c in ['Q','R','S','T','U','V','Z','AA','AB','AC','AD','AE','AF','AG']: print(c, e[f'{c}52'].value) print('\n-- Headline box rows 55-62 (E col) --') for r in range(55,63): print(r, e[f'A{r}'].value, '=>', e[f'E{r}'].value, '|', e[f'G{r}'].value) cc=wb['Capacity Check'] print('\n-- Capacity Check --') for r in range(7,13): print([cc.cell(row=r,column=
Arguments
python3 << 'PY' import openpyxl wb=openpyxl.load_workbook('reset_decision_workbook.xlsx',data_only=True) print('SHEETS:',wb.sheetnames) e=wb['4-Week Economics'] print('\n-- 4-Week Economics totals row 52 --') for c in ['Q','R','S','T','U','V','Z','AA','AB','AC','AD','AE','AF','AG']: print(c, e[f'{c}52'].value) print('\n-- Headline box rows 55-62 (E col) --') for r in range(55,63): print(r, e[f'A{r}'].value, '=>', e[f'E{r}'].value, '|', e[f'G{r}'].value) cc=wb['Capacity Check'] print('\n-- Capacity Check --') for r in range(7,13): print([cc.cell(row=r,column=… 782 more characters of arguments in the raw trajectory.
Output
SHEETS: ['Read Me', 'Assumptions', 'Item Economics', 'Final Assortment', 'Proposal Reconciliation', 'Capacity Check', '4-Week Economics', 'Vendor Terms', 'Execution Risks'] -- 4-Week Economics totals row 52 -- Q 28795.72175 R 562.283333333333 S 1846.50033333333 T 121.54575 U 650.2825 V 27721.0496666667 Z 28919.9755 AA 484.075 AB 1482.0895 AC 123.087 AD 574.2325 AE 28135.2055 AF 414.155833333333 AG -78.2083333333333 -- Headline box rows 55-62 (E col) -- 55 Buyer proposal - 4-week net contribution => 27721.0496666667 | Excludes the Highway Caprese line (1.0 tray slot), which has no internal demand data. The proposal is also 0.5 slots over capacity in four clusters, so this figure is not achievable as written. 56 Revised plan - 4-week net contribution => 28135.2055 | Fits every cluster with slack to spare. 57 Net contribution improvement => 414.155833333334 | 1.5% better on a base that is also executable. 58 Gross profit - proposal vs revised => 124.25375 | The revised plan earns more g
… 5,620 more characters of output in the raw trajectory.
59Bash157k1
Tool execution only — no assistant text
Bashpython3 - << 'PY' s=open('build_xlsx.py').read() s=s.replace("'A 19.8% cut in shrink cost against the buyer proposal.'","'A 19.7% cut in shrink cost against the buyer proposal.'") s=s.replace("'5 Hummus deletions, 3 sushi adds outside the signed route, 2 Caprese adds, Highway Turkey Cranberry, Rural Egg Salad.'", "'5 Hummus deletions, 2 sushi adds outside the signed route, 2 Caprese adds, the Highway Turkey Cranberry keep and the Rural Egg Salad keep.'") old="""st(ws,ws.cell(row=gt,column=13,value='='+'+'.join(f'M{x}' for x in subrows)),bold=True,size=10
Arguments
python3 - << 'PY' s=open('build_xlsx.py').read() s=s.replace("'A 19.8% cut in shrink cost against the buyer proposal.'","'A 19.7% cut in shrink cost against the buyer proposal.'") s=s.replace("'5 Hummus deletions, 3 sushi adds outside the signed route, 2 Caprese adds, Highway Turkey Cranberry, Rural Egg Salad.'", "'5 Hummus deletions, 2 sushi adds outside the signed route, 2 Caprese adds, the Highway Turkey Cranberry keep and the Rural Egg Salad keep.'") old="""st(ws,ws.cell(row=gt,column=13,value='='+'+'.join(f'M{x}' for x in subrows)),bold=True,size=10… 605 more characters of arguments in the raw trajectory.
Output
Exit code 2 Traceback (most recent call last): File "<stdin>", line 1, in <module> FileNotFoundError: [Errno 2] No such file or directory: 'build_xlsx.py' python3: can't open file '/workspace/output/build_xlsx.py': [Errno 2] No such file or directory [error] tool reported failure
60Bash158k1
Tool execution only — no assistant text
Bashcd /workspace/work && python3 - << 'PY' s=open('build_xlsx.py').read() s=s.replace("'A 19.8% cut in shrink cost against the buyer proposal.'","'A 19.7% cut in shrink cost against the buyer proposal.'") s=s.replace("'5 Hummus deletions, 3 sushi adds outside the signed route, 2 Caprese adds, Highway Turkey Cranberry, Rural Egg Salad.'", "'5 Hummus deletions, 2 sushi adds outside the signed route, 2 Caprese adds, the Highway Turkey Cranberry keep and the Rural Egg Salad keep.'") old="""st(ws,ws.cell(row=gt,column=13,value='='+'+'.join(f'M{x}' for x in subro
Arguments
cd /workspace/work && python3 - << 'PY' s=open('build_xlsx.py').read() s=s.replace("'A 19.8% cut in shrink cost against the buyer proposal.'","'A 19.7% cut in shrink cost against the buyer proposal.'") s=s.replace("'5 Hummus deletions, 3 sushi adds outside the signed route, 2 Caprese adds, Highway Turkey Cranberry, Rural Egg Salad.'", "'5 Hummus deletions, 2 sushi adds outside the signed route, 2 Caprese adds, the Highway Turkey Cranberry keep and the Rural Egg Salad keep.'") old="""st(ws,ws.cell(row=gt,column=13,value='='+'+'.join(f'M{x}' for x in subro… 645 more characters of arguments in the raw trajectory.
Output
saved { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 2938 } [stdout] saved { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 2938 } [metadata] noOutputExpected: false61Bash158k1
Tool execution only — no assistant text
Bashcd /workspace/output && python3 << 'PY' import openpyxl wb=openpyxl.load_workbook('reset_decision_workbook.xlsx',data_only=True) ie=wb['Item Economics'] print('-- Item Economics sample (MET rows) --') hdr=[ie.cell(row=4,column=j).value for j in [1,3,4,15,16,17,24,25,26,27,28,29,30,31,32]] print(hdr) for r in range(5,15): print([ie.cell(row=r,column=j).value if not isinstance(ie.cell(row=r,column=j).value,float) else round(ie.cell(row=r,column=j).value,2) for j in [1,3,4,15,16,17,24,25,26,27,28,29,30,31,32]]) vt=wb['Vendor Terms'] print('\n-- allowance cap rows --')
Arguments
cd /workspace/output && python3 << 'PY' import openpyxl wb=openpyxl.load_workbook('reset_decision_workbook.xlsx',data_only=True) ie=wb['Item Economics'] print('-- Item Economics sample (MET rows) --') hdr=[ie.cell(row=4,column=j).value for j in [1,3,4,15,16,17,24,25,26,27,28,29,30,31,32]] print(hdr) for r in range(5,15): print([ie.cell(row=r,column=j).value if not isinstance(ie.cell(row=r,column=j).value,float) else round(ie.cell(row=r,column=j).value,2) for j in [1,3,4,15,16,17,24,25,26,27,28,29,30,31,32]]) vt=wb['Vendor Terms'] print('\n-- allowance cap rows --')… 376 more characters of arguments in the raw trajectory.
Output
-- Item Economics sample (MET rows) -- ['Cluster', 'SKU', 'Item', 'Units / store / wk', 'Waste units / store / wk', 'Waste % of supply', 'Net GP / store / wk ($)', 'Tray slots / facing', 'Net GP per tray slot / wk ($)', 'Rank in cluster', 'Code life (days)', 'Deliveries / wk', 'Code date vs cadence', 'On-hand cover at 25 May (days)', 'Cover vs code life (days)'] ['MET', 'GGS-84QJ', 'Chicken Caesar Wrap', 5.5, 0.28, 0.05, 19.18, 1, 19.18, 1, 3, 5, 'OK', 2.83, -0.17] ['MET', 'GGS-2VWK', 'Turkey Club Sandwich', 3.09, 0.12, 0.04, 11.57, 1, 11.57, 4, 3, 5, 'OK', 2.14, -0.86] ['MET', 'GGS-9PQL', 'Southwest Chicken Bowl', 4.51, 0.32, 0.07, 19.39, 1.5, 12.93, 3, 3, 5, 'OK', 2.41, -0.59] ['MET', 'GGS-7DNL', 'Cobb Salad', 3.02, 0.24, 0.07, 13.51, 1.5, 9.0, 7, 3, 5, 'OK', 4.63, 1.63] ['MET', 'GGS-5MTC', 'Hummus Veggie Wrap', 1.96, 0.17, 0.08, 6.47, 1, 6.47, 8, 2, 5, 'OK', 6.16, 4.16] ['MET', 'GGS-3RZA', 'Caprese Ciabatta', 3.17, 0.29, 0.08, 11.41, 1, 11.41, 5, 2, 5, 'OK', 5.16, 3.16] ['MET', 'GGS
… 8,882 more characters of output in the raw trajectory.
63Bash162k1
Tool execution only — no assistant text
Bashcd /workspace/work && python3 - << 'PY' s=open('build_xlsx.py').read() reps=[("Sushi end-of-period on-hand cover was 6.8 days in Metro, 16.3 in Commuter and 10.9 in Campus against a one-day code.", "Sushi end-of-period on-hand cover was 7.4 days in Metro, 14.5 in Commuter and 11.5 in Campus against a one-day code."), ("'Sushi add rejected - 16 days of cover on a one-day code'","'Sushi add rejected - over two weeks of cover on a one-day code'"), ("end-of-period on-hand cover on a one-day-code item was 16.3 days in Commuter and 10.9 days in Campus",
Arguments
cd /workspace/work && python3 - << 'PY' s=open('build_xlsx.py').read() reps=[("Sushi end-of-period on-hand cover was 6.8 days in Metro, 16.3 in Commuter and 10.9 in Campus against a one-day code.", "Sushi end-of-period on-hand cover was 7.4 days in Metro, 14.5 in Commuter and 11.5 in Campus against a one-day code."), ("'Sushi add rejected - 16 days of cover on a one-day code'","'Sushi add rejected - over two weeks of cover on a one-day code'"), ("end-of-period on-hand cover on a one-day-code item was 16.3 days in Commuter and 10.9 days in Campus",… 536 more characters of arguments in the raw trajectory.
Output
MISS: The pilot shows on-hand build 17>30 saved { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 2938 } [stdout] MISS: The pilot shows on-hand build 17>30 saved { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 2938 } [metadata] noOutputExpected: false65Bash166k1
Tool execution only — no assistant text
Bashpython3 - << 'PY' s=open('build_xlsx.py').read() # extend headers s=s.replace("""'DELTA net contribution ($)','DELTA waste units'] widths=[8,11,23,16,7,7,10,10,9,9,10,10,11]+[9,8,9,11,9,10,10,10,12]+[9,8,9,11,9,10,10,10,12]+[12,10]""", """'DELTA net contribution ($)','DELTA waste units', 'CURRENT set facings','CURRENT units','CURRENT gross profit ($)','CURRENT waste units','CURRENT shrink ($)','CURRENT vendor credit ($)','CURRENT net contribution ($)'] widths=[8,11,23,16,7,7,10,10,9,9,10,10,11]+[9,8,9,11,9,10,10,10,12]+[9,8,9,11,9,10,10,10,12]+[12,10]+[9,9,11,9,10,
Arguments
python3 - << 'PY' s=open('build_xlsx.py').read() # extend headers s=s.replace("""'DELTA net contribution ($)','DELTA waste units'] widths=[8,11,23,16,7,7,10,10,9,9,10,10,11]+[9,8,9,11,9,10,10,10,12]+[9,8,9,11,9,10,10,10,12]+[12,10]""", """'DELTA net contribution ($)','DELTA waste units', 'CURRENT set facings','CURRENT units','CURRENT gross profit ($)','CURRENT waste units','CURRENT shrink ($)','CURRENT vendor credit ($)','CURRENT net contribution ($)'] widths=[8,11,23,16,7,7,10,10,9,9,10,10,11]+[9,8,9,11,9,10,10,10,12]+[9,8,9,11,9,10,10,10,12]+[12,10]+[9,9,11,9,10,… 2,133 more characters of arguments in the raw trajectory.
Output
Exit code 1 File "/workspace/work/build_xlsx.py", line 471 ('Reset uplift vs today (revised plan)','=AE52-AN52',CUR,'=TEXT((AE52-AN52)/AN52,"0.0%")&" improvement. Most of it comes from adding Protein Snack Box and deleting Egg Salad Croissant and Turkey Cranberry Sandwich."), ^ SyntaxError: unterminated string literal (detected at line 471) [error] tool reported failure66Bash167k1
Tool execution only — no assistant text
Bashpython3 - << 'PY' s=open('build_xlsx.py').read() bad='''('Reset uplift vs today (revised plan)','=AE52-AN52',CUR,'=TEXT((AE52-AN52)/AN52,"0.0%")&" improvement. Most of it comes from adding Protein Snack Box and deleting Egg Salad Croissant and Turkey Cranberry Sandwich."),''' good="""('Reset uplift vs today (revised plan)','=AE52-AN52',CUR,'=TEXT((AE52-AN52)/AN52,"0.0%")&" improvement. Most of it comes from adding Protein Snack Box and deleting Egg Salad Croissant and Turkey Cranberry Sandwich."'),""" assert bad in s open('build_xlsx.py','w').write(s.replace(bad,
Arguments
python3 - << 'PY' s=open('build_xlsx.py').read() bad='''('Reset uplift vs today (revised plan)','=AE52-AN52',CUR,'=TEXT((AE52-AN52)/AN52,"0.0%")&" improvement. Most of it comes from adding Protein Snack Box and deleting Egg Salad Croissant and Turkey Cranberry Sandwich."),''' good="""('Reset uplift vs today (revised plan)','=AE52-AN52',CUR,'=TEXT((AE52-AN52)/AN52,"0.0%")&" improvement. Most of it comes from adding Protein Snack Box and deleting Egg Salad Croissant and Turkey Cranberry Sandwich."'),""" assert bad in s open('build_xlsx.py','w').write(s.replace(bad,… 195 more characters of arguments in the raw trajectory.
Output
saved { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 3269 } [stdout] saved { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 3269 } [metadata] noOutputExpected: false67Bash168k1
Tool execution only — no assistant text
Bashcd /workspace/output && python3 -c " import openpyxl wb=openpyxl.load_workbook('reset_decision_workbook.xlsx',data_only=True) e=wb['4-Week Economics'] print('current-set totals: units',e['AI52'].value,'gp',e['AJ52'].value,'shrink',e['AL52'].value,'credit',e['AM52'].value,'net',e['AN52'].value,'waste',e['AK52'].value) for r in range(55,65): if e['A'+str(r)].value: print(r,e['A'+str(r)].value,'=>',e['E'+str(r)].value,'|',e['G'+str(r)].value) " (+description)
Arguments
Verify current-set baseline values
cd /workspace/output && python3 -c " import openpyxl wb=openpyxl.load_workbook('reset_decision_workbook.xlsx',data_only=True) e=wb['4-Week Economics'] print('current-set totals: units',e['AI52'].value,'gp',e['AJ52'].value,'shrink',e['AL52'].value,'credit',e['AM52'].value,'net',e['AN52'].value,'waste',e['AK52'].value) for r in range(55,65): if e['A'+str(r)].value: print(r,e['A'+str(r)].value,'=>',e['E'+str(r)].value,'|',e['G'+str(r)].value) "Output
current-set totals: units 6190.5 gp 24309.245 shrink 1688.435 credit 36.3 net 22657.11 waste 583 55 Current seven-item set - 4-week run-rate net contribution => 22657.11 | What the case earns today at observed velocities, before any reset change. No scan allowances, since those are new-item launch support. 56 Reset uplift vs today (revised plan) => 5478.0955 | 24.2% improvement. Most of it comes from adding Protein Snack Box and deleting Egg Salad Croissant and Turkey Cranberry Sandwich. 57 Buyer proposal - 4-week net contribution => 27721.0496666667 | Excludes the Highway Caprese line (1.0 tray slot), which has no internal demand data. The proposal is also 0.5 slots over capacity in four clusters, so this figure is not achievable as written. 58 Revised plan - 4-week net contribution => 28135.2055 | Fits every cluster with slack to spare. 59 Net contribution improvement => 414.155833333334 | 1.5% better on a base that is also executable. 60 Gross profit - proposal vs revised => 124.253
… 2,246 more characters of output in the raw trajectory.
69Bash169k1
Tool execution only — no assistant text
Bashcd /workspace/work && python3 - << 'PY' s=open('build_xlsx.py').read() old=""" ('4-week net contribution - revised plan','=\\'4-Week Economics\\'!AE52',CUR,'Gross profit less shrink, plus signed vendor credits and scan allowances.'),""" new=""" ('4-week net contribution - current set (today)','=\\'4-Week Economics\\'!AN52',CUR,'Run-rate of the existing seven-item case at observed velocities. The benchmark the reset has to beat.'), ('4-week net contribution - revised plan','=\\'4-Week Economics\\'!AE52',CUR,'Gross profit less shrink, plus signed ve
Arguments
cd /workspace/work && python3 - << 'PY' s=open('build_xlsx.py').read() old=""" ('4-week net contribution - revised plan','=\\'4-Week Economics\\'!AE52',CUR,'Gross profit less shrink, plus signed vendor credits and scan allowances.'),""" new=""" ('4-week net contribution - current set (today)','=\\'4-Week Economics\\'!AN52',CUR,'Run-rate of the existing seven-item case at observed velocities. The benchmark the reset has to beat.'), ('4-week net contribution - revised plan','=\\'4-Week Economics\\'!AE52',CUR,'Gross profit less shrink, plus signed ve… 363 more characters of arguments in the raw trajectory.
Output
saved { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 3270 } total 100 drwxr-xr-x 2 root root 4096 Aug 20 03:52 . drwxr-xr-x 1 root root 4096 Aug 20 03:38 .. -rw-r--r-- 1 root root 90482 Aug 20 03:52 reset_decision_workbook.xlsx [stdout] saved { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 3270 } total 100 drwxr-xr-x 2 root root 4096 Aug 20 03:52 . drwxr-xr-x 1 root root 4096 Aug 20 03:38 .. -rw-r--r-- 1 root root 90482 Aug 20 03:52 reset_decision_workbook.xlsx [metadata] noOutputExpected: false70Workbook is complete with zero formula errors. Now the memo.169k
Workbook is complete with zero formula errors. Now the memo.
71user{"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.
72Skill1
Tool execution only — no assistant text
Skilldocx
Arguments
docx
Output
Launching skill: docx [metadata] success: true commandName: docx
74Bash181k1
Tool execution only — no assistant text
Bashpython3 -c " import datetime as dt for d in ['2026-06-10','2026-06-12','2026-06-15','2026-06-19','2026-07-08','2026-07-13','2026-08-09','2026-08-16']: x=dt.date.fromisoformat(d); print(d, x.strftime('%A %d %B %Y')) print('Jul13->Aug9 days:', (dt.date(2026,8,9)-dt.date(2026,7,13)).days+1) " (+description)
Arguments
Check weekday alignment of key dates
python3 -c " import datetime as dt for d in ['2026-06-10','2026-06-12','2026-06-15','2026-06-19','2026-07-08','2026-07-13','2026-08-09','2026-08-16']: x=dt.date.fromisoformat(d); print(d, x.strftime('%A %d %B %Y')) print('Jul13->Aug9 days:', (dt.date(2026,8,9)-dt.date(2026,7,13)).days+1) "Output
2026-06-10 Wednesday 10 June 2026 2026-06-12 Friday 12 June 2026 2026-06-15 Monday 15 June 2026 2026-06-19 Friday 19 June 2026 2026-07-08 Wednesday 08 July 2026 2026-07-13 Monday 13 July 2026 2026-08-09 Sunday 09 August 2026 2026-08-16 Sunday 16 August 2026 Jul13->Aug9 days: 28 [stdout] 2026-06-10 Wednesday 10 June 2026 2026-06-12 Friday 12 June 2026 2026-06-15 Monday 15 June 2026 2026-06-19 Friday 19 June 2026 2026-07-08 Wednesday 08 July 2026 2026-07-13 Monday 13 July 2026 2026-08-09 Sunday 09 August 2026 2026-08-16 Sunday 16 August 2026 Jul13->Aug9 days: 28 [metadata] noOutputExpected: false
76Bash181k1
Tool execution only — no assistant text
Bashnode -e "require('docx');console.log('docx ok', require('docx/package.json').version)" 2>&1 || npm install -g docx 2>&1 | tail -3 (+description)
Arguments
Check docx library availability
node -e "require('docx');console.log('docx ok', require('docx/package.json').version)" 2>&1 || npm install -g docx 2>&1 | tail -3Output
/bin/bash: line 1: node: command not found /bin/bash: line 1: npm: command not found [stdout] /bin/bash: line 1: node: command not found /bin/bash: line 1: npm: command not found [metadata] noOutputExpected: false
77Bash182k1
Tool execution only — no assistant text
Bashwhich pandoc soffice libreoffice python3 2>/dev/null; python3 -c "import docx; print('python-docx', docx.__version__ if hasattr(docx,'__version__') else 'ok')" (+description)
Arguments
Check available document tooling
which pandoc soffice libreoffice python3 2>/dev/null; python3 -c "import docx; print('python-docx', docx.__version__ if hasattr(docx,'__version__') else 'ok')"Output
/usr/bin/soffice /usr/bin/libreoffice /usr/local/bin/python3 python-docx 1.2.0 [stdout] /usr/bin/soffice /usr/bin/libreoffice /usr/local/bin/python3 python-docx 1.2.0 [metadata] noOutputExpected: false
79Bash186k1
Tool execution only — no assistant text
Bashcat > memo_data.py << 'PYEOF' import pandas as pd, numpy as np, json exec(open('model.py').read().split("rev,_=build")[0]) REV={('MET','GGS-84QJ'):2,('MET','GGS-2VWK'):1,('MET','GGS-9PQL'):1,('MET','GGS-7DNL'):1,('MET','GGS-5MTC'):1,('MET','GGS-3RZA'):1,('MET','GGS-6BGH'):2,('MET','GGS-8XUY'):1, ('COM','GGS-84QJ'):2,('COM','GGS-2VWK'):2,('COM','GGS-9PQL'):1,('COM','GGS-7DNL'):1,('COM','GGS-5MTC'):1,('COM','GGS-6BGH'):2, ('CAM','GGS-84QJ'):2,('CAM','GGS-2VWK'):1,('CAM','GGS-9PQL'):1,('CAM','GGS-7DNL'):1,('CAM','GGS-5MTC'):1,('CAM','GGS-3RZA'):1,('CAM','GGS-6BGH'):2, ('HWY
Arguments
cat > memo_data.py << 'PYEOF' import pandas as pd, numpy as np, json exec(open('model.py').read().split("rev,_=build")[0]) REV={('MET','GGS-84QJ'):2,('MET','GGS-2VWK'):1,('MET','GGS-9PQL'):1,('MET','GGS-7DNL'):1,('MET','GGS-5MTC'):1,('MET','GGS-3RZA'):1,('MET','GGS-6BGH'):2,('MET','GGS-8XUY'):1, ('COM','GGS-84QJ'):2,('COM','GGS-2VWK'):2,('COM','GGS-9PQL'):1,('COM','GGS-7DNL'):1,('COM','GGS-5MTC'):1,('COM','GGS-6BGH'):2, ('CAM','GGS-84QJ'):2,('CAM','GGS-2VWK'):1,('CAM','GGS-9PQL'):1,('CAM','GGS-7DNL'):1,('CAM','GGS-5MTC'):1,('CAM','GGS-3RZA'):1,('CAM','GGS-6BGH'):2, ('HWY… 3,624 more characters of arguments in the raw trajectory.
Output
{ "cur": { "units": 6190.5, "gp": 24309.244999999995, "shrink": 1688.4350000000002, "credit": 36.300000000000004, "allow": 0.0, "net": 22657.109999999997, "waste": 583.0, "trays": 40.0, "lines": 35 }, "prop": { "units": 7042.474999999999, "gp": 28795.72175, "shrink": 1846.5003333333332, "credit": 121.54575, "allow": 650.2825, "net": 27721.04966666667, "waste": 562.2833333333333, "trays": 49.0, "lines": 32 }, "rev": { "units": 7222.349999999999, "gp": 28919.975499999997, "shrink": 1482.0894999999998, "credit": 123.08699999999999, "allow": 574.2325, "net": 28135.2055, "waste": 484.075, "trays": 45.5, "lines": 31 } } COM Hummus Veggie Wrap 0->1 net 762 waste 21.5 MET Hummus Veggie Wrap 0->1 net 476 waste 12.0 CAM Hummus Veggie Wrap 0->1 net 463 waste 10.5 HWY Hummus Veggie Wrap 0->1 net 297 waste 18.0 RUR Hummus Veggie Wrap 0->1 net 252 wa… 1,732 more characters of output in the raw trajectory.
80All figures reconcile. Writing the memo.194k
All figures reconcile. Writing the memo.
81Bash1
Tool execution only — no assistant text
Bashcat > build_docx.py << 'PYEOF' import json from docx import Document from docx.shared import Pt, Inches, RGBColor from docx.enum.text import WD_ALIGN_PARAGRAPH 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 D=json.load(open('memo_data.json')); T=D['totals']; C=D['clusters'] NAVY=RGBColor(0x1F,0x38,0x64); GREY=RGBColor(0x59,0x59,0x59); RED=RGBColor(0x9C,0x00,0x06); BLK=RGBColor(0,0,0) doc=Document() sec=doc.sections[0] sec.page_width=Inches(8.5); sec.page_height=Inch
Arguments
cat > build_docx.py << 'PYEOF' import json from docx import Document from docx.shared import Pt, Inches, RGBColor from docx.enum.text import WD_ALIGN_PARAGRAPH 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 D=json.load(open('memo_data.json')); T=D['totals']; C=D['clusters'] NAVY=RGBColor(0x1F,0x38,0x64); GREY=RGBColor(0x59,0x59,0x59); RED=RGBColor(0x9C,0x00,0x06); BLK=RGBColor(0,0,0) doc=Document() sec=doc.sections[0] sec.page_width=Inches(8.5); sec.page_height=Inch… 13,824 more characters of arguments in the raw trajectory.
Output
ok [stdout] ok [metadata] noOutputExpected: false
82Bash198k1
Tool execution only — no assistant text
Bashcat >> build_docx.py << 'PYEOF' # ---------- 3. revised assortment ---------- doc.add_page_break() doc.add_heading('3. Revised cluster-level assortment - July reset, weeks 1-4',1) para('This is the set to release to Space Planning. Facings are full facings; oversized trays consume 1.5 slots. ' 'Net GP per tray slot per week is gross profit less shrink at cost, divided by the slots the item occupies - the right ranking metric when trays, not facings, are the scarce resource.', size=9,color=GREY,space_after=8) WHY={ ('MET','GGS-84QJ'):'Highest-return line in the
Arguments
cat >> build_docx.py << 'PYEOF' # ---------- 3. revised assortment ---------- doc.add_page_break() doc.add_heading('3. Revised cluster-level assortment - July reset, weeks 1-4',1) para('This is the set to release to Space Planning. Facings are full facings; oversized trays consume 1.5 slots. ' 'Net GP per tray slot per week is gross profit less shrink at cost, divided by the slots the item occupies - the right ranking metric when trays, not facings, are the scarce resource.', size=9,color=GREY,space_after=8) WHY={ ('MET','GGS-84QJ'):'Highest-return line in the… 9,692 more characters of arguments in the raw trajectory.
Output
ok [stdout] ok [metadata] noOutputExpected: false
84Bash203k1
Tool execution only — no assistant text
Bashcat >> build_docx.py << 'PYEOF' # ---------- 5. capacity ---------- doc.add_heading('5. Capacity reconciliation',1) para('Live case only. No line uses the pending Metro September lease-line change, an extra tray project or an additional driver stop.',size=9,color=GREY) rows=[] for c in ['MET','COM','CAM','HWY','RUR']: k=C[c] ps=k['avail']-k['prop_trays']; rs=k['slack'] rows.append([k['name'],f"{k['avail']:.1f}",f"{k['cur_trays']:.1f}",f"{k['prop_trays']:.1f}",('OVER by %.1f'%-ps) if ps<-0.001 else 'Fits',f"{k['used']:.1f}",f"{rs:.1f} held open"]) r
Arguments
cat >> build_docx.py << 'PYEOF' # ---------- 5. capacity ---------- doc.add_heading('5. Capacity reconciliation',1) para('Live case only. No line uses the pending Metro September lease-line change, an extra tray project or an additional driver stop.',size=9,color=GREY) rows=[] for c in ['MET','COM','CAM','HWY','RUR']: k=C[c] ps=k['avail']-k['prop_trays']; rs=k['slack'] rows.append([k['name'],f"{k['avail']:.1f}",f"{k['cur_trays']:.1f}",f"{k['prop_trays']:.1f}",('OVER by %.1f'%-ps) if ps<-0.001 else 'Fits',f"{k['used']:.1f}",f"{rs:.1f} held open"]) r… 9,894 more characters of arguments in the raw trajectory.
Output
saved memo [stdout] saved memo [metadata] noOutputExpected: false
85Bash203k1
Tool execution only — no assistant text
Bashcd /workspace/output && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py grab_go_reset_memo.docx && soffice --headless --convert-to pdf grab_go_reset_memo.docx >/dev/null 2>&1 && pdftoppm -jpeg -r 90 grab_go_reset_memo.pdf /tmp/memo && ls /tmp/memo* (+description)
Arguments
Validate memo and render pages
cd /workspace/output && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py grab_go_reset_memo.docx && soffice --headless --convert-to pdf grab_go_reset_memo.docx >/dev/null 2>&1 && pdftoppm -jpeg -r 90 grab_go_reset_memo.pdf /tmp/memo && ls /tmp/memo*
Output
Exit code 1 FAILED - Found NEW validation errors: word/document.xml: 4 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... - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}tblCellMar': This element is not expected. Expected is one of ( {http://schemas.openxmlformats.org/wordprocessingml/2006/main}tblCaption, {http://schemas.openxmlformats.org/wordpr... - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}tblBorders': This element is not expected. Expected is one of ( {http://schemas.openxmlformats.org/wordprocessingml/2006/main}tblCaption, {http://schemas.openxmlformats.org/wordpr... word/settings.xml: 1 new error(s) - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}zoom': The attribute… 156 more characters of output in the raw trajectory.
87Bash207k1
Tool execution only — no assistant text
Bashpython3 - << 'PY' s=open('build_docx.py').read() helpers = ''' PPR_ORDER=['pStyle','keepNext','keepLines','pageBreakBefore','framePr','widowControl','numPr','suppressLineNumbers','pBdr','shd','tabs','suppressAutoHyphens','kinsoku','wordWrap','overflowPunct','topLinePunct','autoSpaceDE','autoSpaceDN','bidi','adjustRightInd','snapToGrid','spacing','ind','contextualSpacing','mirrorIndents','suppressOverlap','jc','textDirection','textAlignment','textboxTightWrap','outlineLvl','divId','cnfStyle','rPr','sectPr','pPrChange'] TBLPR_ORDER=['tblStyle','tblpPr','tblOverlap','bidiVisual','
Arguments
python3 - << 'PY' s=open('build_docx.py').read() helpers = ''' PPR_ORDER=['pStyle','keepNext','keepLines','pageBreakBefore','framePr','widowControl','numPr','suppressLineNumbers','pBdr','shd','tabs','suppressAutoHyphens','kinsoku','wordWrap','overflowPunct','topLinePunct','autoSpaceDE','autoSpaceDN','bidi','adjustRightInd','snapToGrid','spacing','ind','contextualSpacing','mirrorIndents','suppressOverlap','jc','textDirection','textAlignment','textboxTightWrap','outlineLvl','divId','cnfStyle','rPr','sectPr','pPrChange'] TBLPR_ORDER=['tblStyle','tblpPr','tblOverlap','bidiVisual','… 2,928 more characters of arguments in the raw trajectory.
Output
Exit code 1 saved memo FAILED - Found NEW validation errors: word/document.xml: 2 new error(s) - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}left': This element is not expected. Expected is one of ( {http://schemas.openxmlformats.org/wordprocessingml/2006/main}end, {http://schemas.openxmlformats.org/wordprocessingml/20... - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}shd': This element is not expected. Expected is one of ( {http://schemas.openxmlformats.org/wordprocessingml/2006/main}noWrap, {http://schemas.openxmlformats.org/wordprocessingml/... Paragraphs: 0 → 725 (+725) [error] tool reported failure89Bash209k1
Tool execution only — no assistant text
Bashpython3 - << 'PY' s=open('build_docx.py').read() s=s.replace("for n,v in [('top',t),('bottom',b),('left',l),('right',r)]:","for n,v in [('top',t),('left',l),('bottom',b),('right',r)]:") s=s.replace(""" e=OxmlElement('w:shd'); e.set(qn('w:val'),'clear'); e.set(qn('w:color'),'auto'); e.set(qn('w:fill'),hexc) ins_ordered(cell._tc.get_or_add_tcPr(),e,TCPR_ORDER)""", """ tcPr=cell._tc.get_or_add_tcPr() for old in tcPr.findall(qn('w:shd')): tcPr.remove(old) e=OxmlElement('w:shd'); e.set(qn('w:val'),'clear'); e.set(qn('w:color'),'auto'); e.set(qn('w:f
Arguments
python3 - << 'PY' s=open('build_docx.py').read() s=s.replace("for n,v in [('top',t),('bottom',b),('left',l),('right',r)]:","for n,v in [('top',t),('left',l),('bottom',b),('right',r)]:") s=s.replace(""" e=OxmlElement('w:shd'); e.set(qn('w:val'),'clear'); e.set(qn('w:color'),'auto'); e.set(qn('w:fill'),hexc) ins_ordered(cell._tc.get_or_add_tcPr(),e,TCPR_ORDER)""", """ tcPr=cell._tc.get_or_add_tcPr() for old in tcPr.findall(qn('w:shd')): tcPr.remove(old) e=OxmlElement('w:shd'); e.set(qn('w:val'),'clear'); e.set(qn('w:color'),'auto'); e.set(qn('w:f… 298 more characters of arguments in the raw trajectory.
Output
saved memo Paragraphs: 0 → 725 (+725) All validations PASSED! [stdout] saved memo Paragraphs: 0 → 725 (+725) All validations PASSED! [metadata] noOutputExpected: false
90Bash209k1
Tool execution only — no assistant text
Bashrm -f grab_go_reset_memo.pdf && soffice --headless --convert-to pdf grab_go_reset_memo.docx >/dev/null 2>&1 && pdftoppm -jpeg -r 88 grab_go_reset_memo.pdf /tmp/memo && ls /tmp/memo*.jpg && pdfinfo grab_go_reset_memo.pdf | grep Pages (+description)
Arguments
Render memo to images for review
rm -f grab_go_reset_memo.pdf && soffice --headless --convert-to pdf grab_go_reset_memo.docx >/dev/null 2>&1 && pdftoppm -jpeg -r 88 grab_go_reset_memo.pdf /tmp/memo && ls /tmp/memo*.jpg && pdfinfo grab_go_reset_memo.pdf | grep Pages
Output
/tmp/memo-01.jpg /tmp/memo-02.jpg /tmp/memo-03.jpg /tmp/memo-04.jpg /tmp/memo-05.jpg /tmp/memo-06.jpg /tmp/memo-07.jpg /tmp/memo-08.jpg /tmp/memo-09.jpg /tmp/memo-10.jpg /tmp/memo-11.jpg /tmp/memo-12.jpg Pages: 12 [stdout] /tmp/memo-01.jpg /tmp/memo-02.jpg /tmp/memo-03.jpg /tmp/memo-04.jpg /tmp/memo-05.jpg /tmp/memo-06.jpg /tmp/memo-07.jpg /tmp/memo-08.jpg /tmp/memo-09.jpg /tmp/memo-10.jpg /tmp/memo-11.jpg /tmp/memo-12.jpg Pages: 12 [metadata] noOutputExpected: false
92Read209k1
Tool execution only — no assistant text
Read/tmp/memo-01.jpg
Arguments
/tmp/memo-01.jpg
Output
type: image source: type: base64 data: 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
… 311,595 more characters of output in the raw trajectory.
94Bash211k1
Tool execution only — no assistant text
Bashfc-list : family 2>/dev/null | tr ',' '\n' | sort -u | head -40; echo ---; python3 -c " from docx import Document d=Document('grab_go_reset_memo.docx') print(d.styles['Normal'].element.xml[:600]) " (+description)
Arguments
Check installed fonts and style XML
fc-list : family 2>/dev/null | tr ',' '\n' | sort -u | head -40; echo ---; python3 -c " from docx import Document d=Document('grab_go_reset_memo.docx') print(d.styles['Normal'].element.xml[:600]) "Output
DejaVu Sans DejaVu Sans Mono DejaVu Serif OpenSymbol --- <w:style xmlns:w="http://schemas.openxmlformats.org/wordprocessingml/2006/main" xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006" xmlns:r="http://schemas.openxmlformats.org/officeDocument/2006/relationships" xmlns:w14="http://schemas.microsoft.com/office/word/2010/wordml" 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:before="0"/> </w:pPr> <w:rPr> <w:rFonts w:ascii="Arial" w:hAnsi="Arial" w:eastAsia="Arial"/> <w:sz w:val="19"/> </w:rPr> </w:st [stdout] DejaVu Sans DejaVu Sans Mono DejaVu Serif OpenSymbol --- <w:style xmlns:w="http://schemas.openxmlformats.org/wordprocessingml/2006/main" xmlns:mc="http://schemas.openxmlformats.org/markup-compatibility/2006" xmlns:r="http://schemas.openxmlformats.org/officeDocument/2006/relationships" xmlns:w14="http://schemas.microsoft.com/office… 364 more characters of output in the raw trajectory.
96Read211k1
Tool execution only — no assistant text
Read/tmp/memo-02.jpg
Arguments
/tmp/memo-02.jpg
Output
type: image source: type: base64 data: 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
… 427,787 more characters of output in the raw trajectory.
98Read213k1
Tool execution only — no assistant text
Read/tmp/memo-03.jpg
Arguments
/tmp/memo-03.jpg
Output
type: image source: type: base64 data: 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
… 162,650 more characters of output in the raw trajectory.
99Read214k1
Tool execution only — no assistant text
Read/tmp/memo-04.jpg
Arguments
/tmp/memo-04.jpg
Output
type: image source: type: base64 data: 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
… 298,419 more characters of output in the raw trajectory.
101Read216k1
Tool execution only — no assistant text
Read/tmp/memo-06.jpg
Arguments
/tmp/memo-06.jpg
Output
type: image source: type: base64 data: 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
… 285,195 more characters of output in the raw trajectory.
102Read217k1
Tool execution only — no assistant text
Read/tmp/memo-07.jpg
Arguments
/tmp/memo-07.jpg
Output
type: image source: type: base64 data: 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
… 71,650 more characters of output in the raw trajectory.
104Read218k1
Tool execution only — no assistant text
Read/tmp/memo-08.jpg
Arguments
/tmp/memo-08.jpg
Output
type: image source: type: base64 data: 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
… 276,099 more characters of output in the raw trajectory.
106Read220k1
Tool execution only — no assistant text
Read/tmp/memo-09.jpg
Arguments
/tmp/memo-09.jpg
Output
type: image source: type: base64 data: 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
… 335,419 more characters of output in the raw trajectory.
108Read221k1
Tool execution only — no assistant text
Read/tmp/memo-10.jpg
Arguments
/tmp/memo-10.jpg
Output
type: image source: type: base64 data: 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
… 264,450 more characters of output in the raw trajectory.
109Read222k1
Tool execution only — no assistant text
Read/tmp/memo-11.jpg
Arguments
/tmp/memo-11.jpg
Output
type: image source: type: base64 data: 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
… 369,923 more characters of output in the raw trajectory.
110Read223k1
Tool execution only — no assistant text
Read/tmp/memo-12.jpg
Arguments
/tmp/memo-12.jpg
Output
type: image source: type: base64 data: 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
… 242,850 more characters of output in the raw trajectory.
112Bash227k1
Tool execution only — no assistant text
Bashcd /workspace/work && python3 - << 'PY' s=open('build_docx.py').read() # 1. accounting-style negatives s=s.replace("def money(x,dec=0): return f'${x:,.{dec}f}'", "def money(x,dec=0): return (f'(${-x:,.{dec}f})' if x<-0.5 else f'${x:,.{dec}f}')") # 2. drop page breaks s=s.replace("doc.add_page_break()\ndoc.add_heading('3. Revised","doc.add_heading('3. Revised") s=s.replace("doc.add_page_break()\ndoc.add_heading('4. Supporting","doc.add_heading('4. Supporting") s=s.replace("doc.add_page_break()\ndoc.add_heading('7. Execution","doc.add_headin
Arguments
cd /workspace/work && python3 - << 'PY' s=open('build_docx.py').read() # 1. accounting-style negatives s=s.replace("def money(x,dec=0): return f'${x:,.{dec}f}'", "def money(x,dec=0): return (f'(${-x:,.{dec}f})' if x<-0.5 else f'${x:,.{dec}f}')") # 2. drop page breaks s=s.replace("doc.add_page_break()\ndoc.add_heading('3. Revised","doc.add_heading('3. Revised") s=s.replace("doc.add_page_break()\ndoc.add_heading('4. Supporting","doc.add_heading('4. Supporting") s=s.replace("doc.add_page_break()\ndoc.add_heading('7. Execution","doc.add_headin… 2,955 more characters of arguments in the raw trajectory.
Output
Exit code 1 0 saved memo Traceback (most recent call last): File "/logs/agent/sessions/skills/docx/scripts/office/validate.py", line 111, in <module> main() File "/logs/agent/sessions/skills/docx/scripts/office/validate.py", line 56, in main assert path.exists(), f"Error: {path} does not exist" ^^^^^^^^^^^^^ AssertionError: Error: grab_go_reset_memo.docx does not exist [error] tool reported failure113Bash227k1
Tool execution only — no assistant text
Bashpython3 /logs/agent/sessions/skills/docx/scripts/office/validate.py grab_go_reset_memo.docx && grep -c "no allowance left on the table" /workspace/work/build_docx.py || true (+description)
Arguments
Validate rebuilt memo
python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py grab_go_reset_memo.docx && grep -c "no allowance left on the table" /workspace/work/build_docx.py || true
Output
Paragraphs: 0 → 722 (+722) All validations PASSED! 0 [stdout] Paragraphs: 0 → 722 (+722) All validations PASSED! 0 [metadata] noOutputExpected: false
114Bash227k1
Tool execution only — no assistant text
Bashrm -f *.pdf /tmp/memo*.jpg && soffice --headless --convert-to pdf grab_go_reset_memo.docx >/dev/null 2>&1 && pdfinfo grab_go_reset_memo.pdf | grep Pages && pdftoppm -jpeg -r 88 grab_go_reset_memo.pdf /tmp/memo && ls /tmp/memo*.jpg | wc -l (+description)
Arguments
Re-render memo
rm -f *.pdf /tmp/memo*.jpg && soffice --headless --convert-to pdf grab_go_reset_memo.docx >/dev/null 2>&1 && pdfinfo grab_go_reset_memo.pdf | grep Pages && pdftoppm -jpeg -r 88 grab_go_reset_memo.pdf /tmp/memo && ls /tmp/memo*.jpg | wc -l
Output
Pages: 11 11 [stdout] Pages: 11 11 [metadata] noOutputExpected: false
115Read228k1
Tool execution only — no assistant text
Read/tmp/memo-04.jpg
Arguments
/tmp/memo-04.jpg
Output
type: image source: type: base64 data: 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
… 265,594 more characters of output in the raw trajectory.
117Bash229k1
Tool execution only — no assistant text
Bashcd /workspace/work && python3 - << 'PY' s=open('build_docx.py').read() old="""f"{len(k['rows'])} items | {k['used']:.1f} of {k['avail']:.1f} tray slots used, {k['slack']:.1f} held open | {k['units']:,.0f} units and {money(k['net'])} net contribution over 4 weeks\"""" new="""f"{len(k['rows'])} items | {k['used']:.1f} of {k['avail']:.1f} tray slots used" + (" | " if k['slack']<0.001 else f", {k['slack']:.1f} held open | ") + f"{k['units']:,.0f} units and {money(k['net'])} net contribution over 4 weeks\"""" assert old in s open('build_docx.py','w
Arguments
cd /workspace/work && python3 - << 'PY' s=open('build_docx.py').read() old="""f"{len(k['rows'])} items | {k['used']:.1f} of {k['avail']:.1f} tray slots used, {k['slack']:.1f} held open | {k['units']:,.0f} units and {money(k['net'])} net contribution over 4 weeks\"""" new="""f"{len(k['rows'])} items | {k['used']:.1f} of {k['avail']:.1f} tray slots used" + (" | " if k['slack']<0.001 else f", {k['slack']:.1f} held open | ") + f"{k['units']:,.0f} units and {money(k['net'])} net contribution over 4 weeks\"""" assert old in s open('build_docx.py','w… 414 more characters of arguments in the raw trajectory.
Output
saved memo Traceback (most recent call last): File "/logs/agent/sessions/skills/docx/scripts/office/validate.py", line 111, in <module> main() File "/logs/agent/sessions/skills/docx/scripts/office/validate.py", line 56, in main assert path.exists(), f"Error: {path} does not exist" ^^^^^^^^^^^^^ AssertionError: Error: grab_go_reset_memo.docx does not exist [stdout] saved memo Traceback (most recent call last): File "/logs/agent/sessions/skills/docx/scripts/office/validate.py", line 111, in <module> main() File "/logs/agent/sessions/skills/docx/scripts/office/validate.py", line 56, in main assert path.exists(), f"Error: {path} does not exist" ^^^^^^^^^^^^^ AssertionError: Error: grab_go_reset_memo.docx does not exist [metadata] returnCodeInterpretation: No matches found noOutputExpected: false118Bash230k1
Tool execution only — no assistant text
Bashpython3 /logs/agent/sessions/skills/docx/scripts/office/validate.py grab_go_reset_memo.docx && rm -f *.pdf /tmp/memo*.jpg && soffice --headless --convert-to pdf grab_go_reset_memo.docx >/dev/null 2>&1 && pdftoppm -jpeg -r 88 grab_go_reset_memo.pdf /tmp/memo && pdfinfo grab_go_reset_memo.pdf|grep Pages (+description)
Arguments
Validate and re-render memo
python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py grab_go_reset_memo.docx && rm -f *.pdf /tmp/memo*.jpg && soffice --headless --convert-to pdf grab_go_reset_memo.docx >/dev/null 2>&1 && pdftoppm -jpeg -r 88 grab_go_reset_memo.pdf /tmp/memo && pdfinfo grab_go_reset_memo.pdf|grep Pages
Output
Paragraphs: 0 → 722 (+722) All validations PASSED! Pages: 11 [stdout] Paragraphs: 0 → 722 (+722) All validations PASSED! Pages: 11 [metadata] noOutputExpected: false
119Read230k1
Tool execution only — no assistant text
Read/tmp/memo-06.jpg
Arguments
/tmp/memo-06.jpg
Output
type: image source: type: base64 data: 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
… 294,643 more characters of output in the raw trajectory.
121Bash232k1
Tool execution only — no assistant text
Bashcd /workspace/work && python3 - << 'PY' s=open('build_docx.py').read() s=s.replace("rows,[1.30,0.48,0.42,0.72,0.60,0.72,0.62,0.78,0.86],[None,CN,CN,CN,RT,RT,RT,RT,RT])", "rows,[1.17,0.55,0.50,0.72,0.58,0.68,0.60,0.75,0.95],[None,CN,CN,CN,RT,RT,RT,RT,RT])") s=s.replace("shade(c_,'D9E2F3'); txt(c_,rows[-1][i],bold=True,size=8.5,align=None if i==0 else (CN if i in(1,2,3) else RT))", "shade(c_,'D9E2F3'); txt(c_,rows[-1][i],bold=True,size=8,align=None if i==0 else (CN if i in(1,2,3) else RT))") open('build_docx.py','w').write(s) PY python3 build_d
Arguments
cd /workspace/work && python3 - << 'PY' s=open('build_docx.py').read() s=s.replace("rows,[1.30,0.48,0.42,0.72,0.60,0.72,0.62,0.78,0.86],[None,CN,CN,CN,RT,RT,RT,RT,RT])", "rows,[1.17,0.55,0.50,0.72,0.58,0.68,0.60,0.75,0.95],[None,CN,CN,CN,RT,RT,RT,RT,RT])") s=s.replace("shade(c_,'D9E2F3'); txt(c_,rows[-1][i],bold=True,size=8.5,align=None if i==0 else (CN if i in(1,2,3) else RT))", "shade(c_,'D9E2F3'); txt(c_,rows[-1][i],bold=True,size=8,align=None if i==0 else (CN if i in(1,2,3) else RT))") open('build_docx.py','w').write(s) PY python3 build_d… 370 more characters of arguments in the raw trajectory.
Output
Traceback (most recent call last): File "/logs/agent/sessions/skills/docx/scripts/office/validate.py", line 111, in <module> main() File "/logs/agent/sessions/skills/docx/scripts/office/validate.py", line 56, in main assert path.exists(), f"Error: {path} does not exist" ^^^^^^^^^^^^^ AssertionError: Error: grab_go_reset_memo.docx does not exist [stdout] Traceback (most recent call last): File "/logs/agent/sessions/skills/docx/scripts/office/validate.py", line 111, in <module> main() File "/logs/agent/sessions/skills/docx/scripts/office/validate.py", line 56, in main assert path.exists(), f"Error: {path} does not exist" ^^^^^^^^^^^^^ AssertionError: Error: grab_go_reset_memo.docx does not exist [metadata] returnCodeInterpretation: No matches found noOutputExpected: false122Bash233k1
Tool execution only — no assistant text
Bashpython3 /logs/agent/sessions/skills/docx/scripts/office/validate.py grab_go_reset_memo.docx && rm -f *.pdf /tmp/memo*.jpg && soffice --headless --convert-to pdf grab_go_reset_memo.docx >/dev/null 2>&1 && pdftoppm -jpeg -r 88 grab_go_reset_memo.pdf /tmp/memo && pdfinfo grab_go_reset_memo.pdf|grep Pages (+description)
Arguments
Validate and render from output dir
python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py grab_go_reset_memo.docx && rm -f *.pdf /tmp/memo*.jpg && soffice --headless --convert-to pdf grab_go_reset_memo.docx >/dev/null 2>&1 && pdftoppm -jpeg -r 88 grab_go_reset_memo.pdf /tmp/memo && pdfinfo grab_go_reset_memo.pdf|grep Pages
Output
Paragraphs: 0 → 722 (+722) All validations PASSED! Pages: 11 [stdout] Paragraphs: 0 → 722 (+722) All validations PASSED! Pages: 11 [metadata] noOutputExpected: false
123Read233k1
Tool execution only — no assistant text
Read/tmp/memo-07.jpg
Arguments
/tmp/memo-07.jpg
Output
type: image source: type: base64 data: 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
… 300,891 more characters of output in the raw trajectory.
125Bash234k1
Tool execution only — no assistant text
Bashcd /workspace/work && sed -i "s/\['Cluster','Item','Change made','Facings','Net contribution delta, 4 wks','Waste units delta'\]/['Cluster','Item','Change made','Fcgs','Net contribution delta, 4 wks','Waste units delta']/" build_docx.py && python3 build_docx.py >/dev/null && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py grab_go_reset_memo.docx && rm -f *.pdf /tmp/memo*.jpg && soffice --headless --convert-to pdf grab_go_reset_memo.docx >/dev/null 2>&1 && pdftoppm -jpeg -r 88 grab_go_reset_memo.pdf /tmp/memo (+description)
Arguments
Final label fix and render
cd /workspace/work && sed -i "s/\['Cluster','Item','Change made','Facings','Net contribution delta, 4 wks','Waste units delta'\]/['Cluster','Item','Change made','Fcgs','Net contribution delta, 4 wks','Waste units delta']/" build_docx.py && python3 build_docx.py >/dev/null && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py grab_go_reset_memo.docx && rm -f *.pdf /tmp/memo*.jpg && soffice --headless --convert-to pdf grab_go_reset_memo.docx >/dev/null 2>&1 && pdftoppm -jpeg -r 88 grab_go_reset_memo.pdf /tmp/memo
Output
Exit code 1 Traceback (most recent call last): File "/logs/agent/sessions/skills/docx/scripts/office/validate.py", line 111, in <module> main() File "/logs/agent/sessions/skills/docx/scripts/office/validate.py", line 56, in main assert path.exists(), f"Error: {path} does not exist" ^^^^^^^^^^^^^ AssertionError: Error: grab_go_reset_memo.docx does not exist [error] tool reported failure126Bash235k1
Tool execution only — no assistant text
Bashpython3 /logs/agent/sessions/skills/docx/scripts/office/validate.py grab_go_reset_memo.docx && rm -f *.pdf /tmp/memo*.jpg && soffice --headless --convert-to pdf grab_go_reset_memo.docx >/dev/null 2>&1 && pdftoppm -jpeg -r 88 grab_go_reset_memo.pdf /tmp/memo && pdfinfo grab_go_reset_memo.pdf | grep Pages (+description)
Arguments
Validate and render final memo
python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py grab_go_reset_memo.docx && rm -f *.pdf /tmp/memo*.jpg && soffice --headless --convert-to pdf grab_go_reset_memo.docx >/dev/null 2>&1 && pdftoppm -jpeg -r 88 grab_go_reset_memo.pdf /tmp/memo && pdfinfo grab_go_reset_memo.pdf | grep Pages
Output
Paragraphs: 0 → 722 (+722) All validations PASSED! Pages: 11 [stdout] Paragraphs: 0 → 722 (+722) All validations PASSED! Pages: 11 [metadata] noOutputExpected: false
127Read235k1
Tool execution only — no assistant text
Read/tmp/memo-06.jpg
Arguments
/tmp/memo-06.jpg
Output
type: image source: type: base64 data: 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
… 296,411 more characters of output in the raw trajectory.
129Bash238k1
Tool execution only — no assistant text
Bashcd /workspace/data && python3 -c " import pandas as pd p=pd.read_csv('buyer_reset_proposal.csv') nb=p.supplier_projection_units_per_store_week.notna().sum() nz=(p.supplier_projection_units_per_store_week.fillna(0)>0).sum() print('non-blank:',nb,' non-zero:',nz) print(p[p.supplier_projection_units_per_store_week.notna()][['cluster_code','sku','proposed_action','supplier_projection_units_per_store_week']].to_string(index=False)) " (+description)
Arguments
Count supplier projection lines exactly
cd /workspace/data && python3 -c " import pandas as pd p=pd.read_csv('buyer_reset_proposal.csv') nb=p.supplier_projection_units_per_store_week.notna().sum() nz=(p.supplier_projection_units_per_store_week.fillna(0)>0).sum() print('non-blank:',nb,' non-zero:',nz) print(p[p.supplier_projection_units_per_store_week.notna()][['cluster_code','sku','proposed_action','supplier_projection_units_per_store_week']].to_string(index=False)) "Output
non-blank: 15 non-zero: 12 cluster_code sku proposed_action supplier_projection_units_per_store_week MET GGS-3RZA Add 3.4 MET GGS-6BGH Add 4.8 MET GGS-8XUY Add 5.1 COM GGS-3RZA Add 3.2 COM GGS-6BGH Add 4.5 COM GGS-8XUY Add 4.4 CAM GGS-3RZA Add 3.6 CAM GGS-6BGH Add 5.4 CAM GGS-8XUY Add 4.8 HWY GGS-3RZA Add 2.5 HWY GGS-6BGH Add 3.2 HWY… 1,664 more characters of output in the raw trajectory.
131Bash239k1
Tool execution only — no assistant text
Bashcd /workspace/work && python3 - << 'PY' m=open('build_docx.py').read() m=m.replace("'Supplier projections appear on 13 proposal lines and were recorded but not used. No conclusion in this memo rests on one.'", "'Supplier projections are attached to all 12 proposed add lines. They were recorded and reported alongside the internal figures but not used, and no conclusion in this memo rests on one.'") open('build_docx.py','w').write(m) x=open('build_xlsx.py').read() x=x.replace("value='13 projections supplied'","value='12 add lines carry a projection'") open(
Arguments
cd /workspace/work && python3 - << 'PY' m=open('build_docx.py').read() m=m.replace("'Supplier projections appear on 13 proposal lines and were recorded but not used. No conclusion in this memo rests on one.'", "'Supplier projections are attached to all 12 proposed add lines. They were recorded and reported alongside the internal figures but not used, and no conclusion in this memo rests on one.'") open('build_docx.py','w').write(m) x=open('build_xlsx.py').read() x=x.replace("value='13 projections supplied'","value='12 add lines carry a projection'") open(… 465 more characters of arguments in the raw trajectory.
Output
Paragraphs: 0 → 722 (+722) All validations PASSED! { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 3270 } 0 no stale ref [stdout] Paragraphs: 0 → 722 (+722) All validations PASSED! { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 3270 } 0 no stale ref [metadata] noOutputExpected: false132Bash239k1
Tool execution only — no assistant text
Bashcd /workspace/output && rm -f grab_go_reset_memo.pdf && ls -la && python3 -c " import openpyxl,pandas as pd wb=openpyxl.load_workbook('reset_decision_workbook.xlsx',data_only=True) print('sheets:',wb.sheetnames) rm=wb['Read Me'] for r in range(5,17): if rm['A'+str(r)].value: print(' ',rm['A'+str(r)].value,'=>',rm['B'+str(r)].value) " && python3 -c " from docx import Document d=Document('grab_go_reset_memo.docx') print('paras:',len(d.paragraphs),'tables:',len(d.tables)) print('headings:',[p.text for p in d.paragraphs if p.style.name.startswith('Heading')]) "
Arguments
cd /workspace/output && rm -f grab_go_reset_memo.pdf && ls -la && python3 -c " import openpyxl,pandas as pd wb=openpyxl.load_workbook('reset_decision_workbook.xlsx',data_only=True) print('sheets:',wb.sheetnames) rm=wb['Read Me'] for r in range(5,17): if rm['A'+str(r)].value: print(' ',rm['A'+str(r)].value,'=>',rm['B'+str(r)].value) " && python3 -c " from docx import Document d=Document('grab_go_reset_memo.docx') print('paras:',len(d.paragraphs),'tables:',len(d.tables)) print('headings:',[p.text for p in d.paragraphs if p.style.name.startswith('Heading')]) "… 37 more characters of arguments in the raw trajectory.
Output
total 152 drwxr-xr-x 2 root root 4096 Aug 20 04:03 . drwxr-xr-x 1 root root 4096 Aug 20 03:38 .. -rw-r--r-- 1 root root 52969 Aug 20 04:03 grab_go_reset_memo.docx -rw-r--r-- 1 root root 90488 Aug 20 04:03 reset_decision_workbook.xlsx sheets: ['Read Me', 'Assumptions', 'Item Economics', 'Final Assortment', 'Proposal Reconciliation', 'Capacity Check', '4-Week Economics', 'Vendor Terms', 'Execution Risks'] Proposal lines reviewed => 50 Accepted as proposed => 36 Changed (facings re-sized) => 3 Rejected => 11 Clusters where the proposal breaks capacity => 4 Clusters where the revised plan fits => 5 4-week net contribution - current set (today) => 22657.11 4-week net contribution - revised plan => 28135.2055 4-week net contribution - buyer proposal => 27721.0496666667 Net contribution improvement => 414.155833333333 Waste units avoided vs proposal (4 wks) => 78.2083333333333 Shrink dollars avoided vs proposal (4 wks) => 364.410833333333 paras: 68 tables: 13 heading
… 3,778 more characters of output in the raw trajectory.
133Both deliverables are in /workspace/output/. Recommendation Accept 36 of the 50 proposal lines, change 3, reject 11. The…242k
Both deliverables are in
/workspace/output/.Recommendation
Accept 36 of the 50 proposal lines, change 3, reject 11. The proposal as written cannot be built — it exceeds live tray capacity in four of five clusters, deletes the only route-legal vegetarian option in three, and places sushi in two clusters Sakura Express did not sign for.
The four highest-risk items:
- Sushi is scoped past the signed letter. Sakura restricts the daily route and 50% waste credit to Metro route M-11 and states Campus/Commuter samples "are not part of the signed launch commitment." Internal data agrees: 32.5% waste in Commuter, 26.1% in Campus, vs 10.6% in Metro. → Reject both adds; cut Metro from 2 facings to 1, M-11 stores only.
- The chainwide Hummus deletion breaks the vegetarian rule. GreenFork bars Caprese route expansion to Highway and Rural, so the proposal leaves those clusters with no vegetarian option — and Rural with Egg Salad as the only meatless answer. → Reject all five deletions; worth $2,251 over four weeks, the largest single change.
- Caprese goes where data and route don't support it. Works in Metro ($11.41/tray-slot/wk, 8.4% waste) and Campus ($12.14, 6.4%); fails in Commuter (16.4% waste, below the Hummus it replaces) and is unapproved plus undata'd in Highway.
- Two legacy/seasonal keeps contradict the handoff. Turkey Cranberry in Highway (22.4% waste, and EatWell authorizes no billbacks after 31 Jan — every wasted unit is a full-cost write-off) and Egg Salad in Rural (24.3% waste, worst line in the chain).
Result over reset weeks 1–4 (13 Jul – 9 Aug):
Today Proposal Recommended Tray slots used / 47.0 40.0 min 49.0 45.5 Clusters that fit 4 of 5 1 of 5 5 of 5 Net contribution $22,657 $27,721 $28,135 Waste units 583 562 484 More gross profit on less shelf risk, and it actually fits.
Two things I flagged rather than resolved: the rout
… 629 more characters in the raw trajectory.
3 failure modes across 5 verifier failures
1Allocation or Selection Plan IncorrectView on Failure Modes ↗Reasoning and Computation2 failures
Description
After eligibility is established, does the artifact assign a scarce resource, facing, shelf position, assortment item, or appointment slot to the wrong recipient or produce the wrong required final set?
Failure evidence · per affected verifier
The memo's cluster-level final facings and slot totals consistently differ from the required exact values for Metro, Highway, and Rural North.
The workbook's final facing counts for Chicken Caesar Wrap, Southwest Chicken Bowl, and the other graded SKUs consistently differ from the required per-cluster values.
2Quantity, Cost, Capacity, or Rate Calculation WrongView on Failure Modes ↗Reasoning and Computation2 failures
Description
With the correct source rows and eligibility decisions available, is a required order quantity, excess, cost, credit, capacity, production-mix value, threshold flag, or weighted rate calculated incorrectly?
Failure evidence · per affected verifier
The memo correctly argues for leaving some capacity open rather than force-filling weak items, but the specific Highway and Rural North open-slot numbers do not match the required 7.5/8.0 and 6.0/7.0 values.
The workbook correctly shows live capacity and the buyer-proposal overages, but the final reconciled tray-slot totals per cluster do not match the required final values.
3Off-Scope Advice AddedView on Failure Modes ↗Presentation and Communication1 failure
Description
With the requested reconciliation or analysis otherwise present, does the final communication add unrequested clinical, treatment, monitoring, referral, release, or operational workflow directives?
Failure evidence · per affected verifier
The workbook's execution-risk or exceptions section proposes new vendor contract or routing terms, such as a GreenFork routing addendum or extended credit days, beyond the reset decision itself.