task_116Retail trade
All trialsClaude Opus 5claude-codeTrial 01
Trial reward
Claude Opus 5Fail
Trial 01 — 2nd of 4 by reward score. This model averages 65.8% across 4 trials on this task.
- 11/15Core verifiers passed
- 12/18All verifiers passed
- 4Core failed
- 163Turns
- 97Tool calls
- $11.55Cost
- 42.6mTime
- 140kOutput tokens
Missed 4 of 15 core — scope_control, execution and core_final_facings and 1 more, 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_controlLLMFail
Why it mattersThe first four weeks must be executable using only the already available items, case capacity, and signed operating terms.
How to passChecks whether the memo avoids invented SKUs, capacity, delivery days, credits, and route assumptions.
Reads
Failure mode Unsupported Permission or Source Fact Introduced
Why it failedThe Metro Core sushi recommendation depends on an unresolved case-pack or sub-case replenishment confirmation that the packet never documents.
Justification
The memo’s recommended assortment stays within the 10 listed SKUs and the revised slot counts stay within the stated capacities, but it fails the rubric because the Metro sushi recommendation materially depends on an unlisted case-pack change. Gate 2 states Sakura’s signed terms are a 12-unit case pack and that 'split-case confirmation' is still needed—'No confirmation, no sushi'—which is a prohibited case-pack dependency.
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 includes cluster-level final tables, but it does not satisfy all required outcomes. Metro Core shows Hummus Veggie Wrap at 1 facing and 11.5 of 12.0 slots used, not Hummus 0 at a 12.0-slot total. Rural North shows Southwest Chicken Bowl at 1 facing and 6.5 of 7.0 slots used, not Southwest 0 at a 6.0-slot total. Since all rubric criteria must be met, it fails.
workbook_structureLLMPass
Why it mattersThe workbook must support the memo with granular decisions, not just summary prose.
How to passChecks whether the workbook contains a complete cluster-SKU decision matrix.
Reads
core_final_facingsLLMFail
Why it mattersThis keeps the load-bearing final allocation check while avoiding double-counting the Egg Salad, Turkey Cranberry, Caprese, and Hummus decisions.
How to passChecks workbook final facing allocations for core traffic, base assortment, profit-launch, and route-limited SKUs not separately covered by weak-SKU or vegetarian-distribution checks.
Reads
Failure mode Allocation or Selection Plan Incorrect
Why it failedThe workbook's final facing counts for Chicken Caesar Wrap, Southwest Chicken Bowl, and the other graded SKUs consistently differ from the required per-cluster values.
Justification
The final facing plan does not match the required facings: in Cluster Final Assortment/Proposal Reconciliation, Chicken Caesar Wrap is 1 in Rural North (expected 2, and below 2 triggers fail), Southwest Chicken Bowl is 1 in Metro Core (expected 2), and Southwest Chicken Bowl is 1 in Rural North (expected 0). Protein Snack Box is present in all clusters and sushi is only in Metro at 1, but the exact required six-SKU facings are not satisfied.
capacityLLMFail
Why it mattersA capacity-constrained reset must prove both that the original proposal was corrected and that the final plan fits live case capacity.
How to passChecks whether the workbook numerically reconciles proposal capacity conflicts and final capacity compliance.
Reads
Failure mode Quantity, Cost, Capacity, or Rate Calculation Wrong
Why it failedThe workbook correctly shows live capacity and the buyer-proposal overages, but the final reconciled tray-slot totals per cluster do not match the required final values.
Justification
The workbook does include a numeric capacity reconciliation table with live capacities and separate proposal over/(under) values, including COM 10.5 vs 10.0 (+0.5), CAM 10.5 vs 10.0 (+0.5), HWY 8.5 vs 8.0 (+0.5), and RUR 7.5 vs 7.0 (+0.5). However, the final 'Recommended slots' are MET 11.5 and RUR 6.5, while the rubric requires final uses of MET 12.0 and RUR 6.0. Because not all required final tray-slot values match, the rubric is not fully satisfied.
dropsLLMPass
Why it mattersLeaving these SKUs in the final workbook would contradict the economics and handoff.
How to passChecks whether the workbook removes the two weak legacy/seasonal SKUs.
Reads
vegetarian_roleLLMPass
Why it mattersThis captures the nuanced vegetarian tradeoff that generic models often miss.
How to passChecks whether the workbook handles Caprese and Hummus distribution correctly.
Reads
vendor_termsLLMPass
Why it mattersVendor-term accuracy is essential because unsupported credits or route eligibility would make the reset economics and execution plan unusable.
How to passChecks whether the workbook applies each signed vendor term with exact item, cluster, and credit constraints.
Reads
calculationsLLMPass
Why it mattersA supporting workbook must let reviewers verify margin, shrink, credit, OOS, and capacity logic instead of trusting unexplained conclusions.
How to passChecks whether the workbook includes auditable numeric economics and calculation evidence behind the decisions.
Reads
secondary (3)
capacity_disciplineLLMFail
Why it mattersPerishable reset discipline means avoiding shrink even when that leaves small amounts of capacity unused.
How to passChecks whether the memo accepts specific underfilled capacity rather than force-filling weak perishables.
Reads
Failure mode Quantity, Cost, Capacity, or Rate Calculation Wrong
Why it failedThe memo correctly argues for leaving some capacity open rather than force-filling weak items, but the specific Highway and Rural North open-slot numbers do not match the required 7.5/8.0 and 6.0/7.0 values.
Justification
The memo supports leaving some capacity open and rejects weak/unsupported items (e.g., Egg Salad Croissant, Turkey Cranberry Sandwich, Caprese in Highway, sushi outside Metro), and it gives Highway / Travel as 7.5 of 8.0 with 0.5 open. But Rural North is shown as 6.5 of 7.0 with 0.5 open, not the required 6.0 of 7.0 with 1.0 open, so the rubric’s explicit numeric requirement for both underfilled clusters is not 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
Most tabs are reset-supporting, but the workbook includes a prohibited action item on 'Execution Risks & Gates': 'Ask GreenFork ... for a signed routing addendum plus credit eligibility for Highway and Rural,' which requires new route/contract terms. The rubric says action items requiring new contracts, routes, delivery days, or case capacity fail.
2 deliverables · what this trial produced
BLUE MESA MARKET
MEMORANDUM
<w:tab w:pos="1224" w:val="left"/></w:tabs><w:spacing w:after="40"/><w:ind w:left="1224" w:hanging="1224"/></w:pPr><w:r><w:rPr><w:b/><w:color w:val="2E5C8A"/><w:sz w:val="19"/></w:rPr><w:t xml:space="preserve">To <w:t>L. Moreno, Senior Merchant – Prepared Foods (cc: Space Planning; Field Operations)
<w:tab w:pos="1224" w:val="left"/></w:tabs><w:spacing w:after="40"/><w:ind w:left="1224" w:hanging="1224"/></w:pPr><w:r><w:rPr><w:b/><w:color w:val="2E5C8A"/><w:sz w:val="19"/></w:rPr><w:t xml:space="preserve">From <w:t>Category Planning – Prepared Foods
<w:tab w:pos="1224" w:val="left"/></w:tabs><w:spacing w:after="40"/><w:ind w:left="1224" w:hanging="1224"/></w:pPr><w:r><w:rPr><w:b/><w:color w:val="2E5C8A"/><w:sz w:val="19"/></w:rPr><w:t xml:space="preserve">Date <w:t>20 August 2026
<w:tab w:pos="1224" w:val="left"/></w:tabs><w:spacing w:after="40"/><w:ind w:left="1224" w:hanging="1224"/></w:pPr><w:r><w:rPr><w:b/><w:color w:val="2E5C8A"/><w:sz w:val="19"/></w:rPr><w:t xml:space="preserve">Subject <w:t>July grab-and-go reset – decision on the buyer proposal, first four weeks (13 Jul – 9 Aug)
Recommendation
Release the July reset with the buyer proposal amended. Of its 50 cluster-item lines, 34 are accepted as written, 5 are changed and 11 are rejected. The revised set carries 31 cluster-item placements across the 84 stores, down from 35 today, and it fits every cluster inside the tray capacity that actually exists in July.
Modelled over the four weeks, the revised set returns $28,135 of net contribution after shrink and signed vendor credits – $5,478 (24%) ahead of standing still and $414 ahead of the proposal as written, on 2.0 fewer tray slots than the proposal asks for. Net shrink falls from $1,652 to $1,359, down 18% – 99 fewer units of prepared food thrown away in four weeks. The proposal as written would have pushed shrink up 4%.
Two open items must close before Space Planning releases the Metro Core planogram, and both concern the sushi launch. The other four clusters can go Monday.
Decision
Lines
What it covers
Accept
34
Core sandwiches, wraps, bowls and salads as proposed; Protein Snack Box in all five clusters; Caprese in Metro Core and Campus / Hospital; deletion of Egg Salad and Turkey Cranberry; sushi excluded from Highway and Rural.
Change
5
Sushi cut from 2 facings to 1 and route-restricted (Metro). Chicken Caesar Wrap given a second facing in Commuter Suburban and Highway. Protein Snack Box trimmed to 1 facing in Highway and Rural North.
Reject
11
The blanket removal of Hummus Veggie Wrap in all five clusters (reinstated); Caprese into Commuter Suburban and Highway; sushi into Commuter Suburban and Campus; Turkey Cranberry kept in Highway; Egg Salad kept in Rural North.
The highest-risk parts of the proposal
Four problems would cause real damage if the proposal went out unchanged. The first three are conflicts with signed terms or with your own decision rules; the fourth is arithmetic.
1. Sushi is ranged well beyond the route Sakura actually signed
The proposal puts Spicy Tuna Sushi Roll into Metro Core at two facings and into Commuter Suburban and Campus / Hospital at one each, on the strength of a vendor traffic estimate. The signed Sakura letter of 7 June says something narrower: the daily fresh route and the 50% waste credit apply only to Metro Core stores on route M-11, and it states in terms that the Campus and Commuter pilot samples were line-review tests and are not part of the launch commitment. Outside Metro Core there is no route, no credit and no service-level guarantee for a one-day-code product.
The internal record agrees with the letter. Over eight pilot weeks the Commuter stores ran 32.5% waste and 63.5% sell-through – the worst reading in the file – and Campus ran 26.1%. Neither improved week over week. Only Metro traded acceptably, at 3.15 units per store per week and 10.6% waste, and that was on one facing, not two.
Decision: one facing, Metro Core only, restricted to route M-11 stores, and gated (below). Commuter and Campus rejected. This removes $813 of modelled four-week contribution that Blue Mesa could not have collected anyway.
2. Removing Hummus everywhere leaves two clusters with no lawful vegetarian option
The proposal removes Hummus Veggie Wrap from all five clusters to make room for Caprese. In Highway / Travel and Rural North that is not a trade – it is a deletion, because the signed GreenFork letter does not approve either cluster for Caprese route expansion. Highway would finish the reset with no vegetarian item at all, and Rural North with Egg Salad Croissant as its only vegetarian answer, which your handoff prohibits outright.
The commercial case is no better. Hummus was the item the Caprese pilot was measured against, but the pilot stores carried both, so there is no evidence the volume transfers. Reinstating Hummus at one facing in all five clusters is worth $2,250 over the four weeks and requires no new space in three of them.
Decision: Hummus reinstated at one facing in every cluster. In Highway and Rural this is logged as a managed exception – a two-day code against three and two delivery days, with no GreenFork shrink credit because both fall below the four-day credit threshold. It is the only compliant option available, and it is held to a single facing with a reduced presentation minimum.
3. Caprese into Highway is not permitted, and has no internal read
The GreenFork letter states that Highway / Travel and Rural North are not approved for Caprese route expansion and that expansion requires a new signed routing addendum. The proposal adds it to Highway anyway. There is also no Highway pilot – the only support in the file is a supplier projection of 2.5 units per store per week, which your handoff excludes as a demand source. This line cannot be modelled and cannot be executed.
Where Caprese does have a clean read, it earns the space: Metro Core at 3.17 units per store per week and 8.4% waste, Campus at 3.30 and 6.4%, both on five delivery days that support a two-day code and unlock the 30% waste credit plus the $0.40 per unit allowance. Commuter is the cluster the handoff had in mind when it said to keep Hummus where Caprese is not a clean fit: 1.83 units against Hummus at 2.18, and 16.4% waste against 8.7%. The $0.40 allowance narrows that gap for four weeks and then it reverses – from week 5, Commuter Caprese returns $6.33 per store per week against Hummus at $7.33.
Decision: Caprese accepted in Metro Core and Campus / Hospital at one facing. Rejected in Commuter Suburban on the data and in Highway on the signed route limit. Rural North was already excluded by the proposal itself.
4. The proposal asks for 2.0 tray slots that do not exist
Commuter Suburban, Campus / Hospital, Highway and Rural North are each half a tray slot over capacity in the proposal, and Metro Core only balances because sushi is given two facings. Because a carried item needs a full facing, there is no way to absorb a half-slot overrun – something has to come out of each of four clusters, and the proposal does not say what. Worth noting separately: Rural North has been over-spaced since before this reset. Its current seven-item set needs 8.0 tray slots against 7.0 available, which is a plausible contributor to the recovery complaints coming out of that cluster.
Decision: every cluster is planned inside its live capacity, with 1.5 slots of deliberate slack chain-wide. No partial facings anywhere, and no reliance on the September Metro lease-line change.
And two keeps that rest on comments rather than data
Turkey Cranberry Sandwich is held in Highway because “highway stores asked to keep one slot from winter”, and Egg Salad Croissant is held in Rural North because “the Rural DM says some regulars still ask for it”. Neither is a demand signal. Turkey Cranberry runs 22.4% waste in Highway and the EatWell letter authorises no returns or billbacks after 31 January, so Blue Mesa absorbs all of it. Egg Salad runs 24.3% waste in Rural, the highest rate in the file, and would be that cluster’s only vegetarian answer. Both are rejected; the Highway slot funds the second Chicken Caesar facing.
Revised cluster assortment – first four weeks
Facing counts are set by out-of-stock pressure and code date, not by a modelled facing elasticity: the internal record contains no test of the same item at different facing counts, so the workbook is explicit that its economics value which items are carried, not how many facings each gets. In every cluster the two items showing out-of-stock pressure above the 0.05 store-day floor are Chicken Caesar Wrap and Protein Snack Box, and that is where the second facings go.
Item
Fac-ings
Tray slots
Units /store /wk
Waste %
Net $ /tray slot /wk
Change from buyer proposal
MET – Metro Core | 18 stores | 5 deliveries/week | 12.0 tray slots available
Chicken Caesar Wrap
2
2.0
5.50
4.9%
$19.18
As proposed
Southwest Chicken Bowl
1
1.5
4.51
6.6%
$12.93
As proposed
Protein Snack Box
2
2.0
4.14
2.6%
$17.06
As proposed
Caprese Ciabatta
1
1.0
3.17
8.4%
$12.95
As proposed
Spicy Tuna Sushi Roll
1
1.5
3.15
10.6%
$11.42
Cut from 2; route M-11 only – GATED
Turkey Club Sandwich
1
1.0
3.09
3.9%
$11.57
As proposed
Cobb Salad
1
1.5
3.02
7.4%
$9.00
As proposed
Hummus Veggie Wrap
1
1.0
1.96
7.8%
$6.61
Reinstated – removal rejected
8 items carried
10
11.5
of 12.0
0.5 open
$8,452
4-week net contribution
Removed: Egg Salad Croissant, Turkey Cranberry Sandwich
COM – Commuter Suburban | 26 stores | 4 deliveries/week | 10.0 tray slots available
Chicken Caesar Wrap
2
2.0
4.93
3.9%
$17.31
Second facing added
Turkey Club Sandwich
2
2.0
4.41
4.0%
$16.49
As proposed
Protein Snack Box
2
2.0
3.88
3.5%
$15.86
As proposed
Southwest Chicken Bowl
1
1.5
3.08
7.6%
$8.73
As proposed
Cobb Salad
1
1.5
2.89
8.9%
$8.48
As proposed
Hummus Veggie Wrap
1
1.0
2.18
8.7%
$7.33
Reinstated; Caprese and sushi rejected
6 items carried
9
10.0
of 10.0
0.0 open
$8,612
4-week net contribution
Removed: Egg Salad Croissant, Turkey Cranberry Sandwich
CAM – Campus / Hospital | 11 stores | 5 deliveries/week | 10.0 tray slots available
Chicken Caesar Wrap
2
2.0
6.80
3.7%
$23.91
As proposed
Protein Snack Box
2
2.0
5.60
3.4%
$22.93
As proposed
Southwest Chicken Bowl
1
1.5
4.61
6.5%
$13.23
As proposed
Turkey Club Sandwich
1
1.0
3.48
5.3%
$12.88
As proposed
Caprese Ciabatta
1
1.0
3.30
6.4%
$13.67
As proposed
Hummus Veggie Wrap
1
1.0
3.10
7.1%
$10.52
Reinstated; sushi slot released it
Cobb Salad
1
1.5
2.40
9.1%
$7.03
As proposed
7 items carried
9
10.0
of 10.0
0.0 open
$5,030
4-week net contribution
Removed: Egg Salad Croissant, Turkey Cranberry Sandwich
HWY – Highway / Travel | 15 stores | 3 deliveries/week | 8.0 tray slots available
Turkey Club Sandwich
2
2.0
4.73
3.7%
$17.74
As proposed
Chicken Caesar Wrap
2
2.0
4.71
4.9%
$16.42
Second facing added
Protein Snack Box
1
1.0
2.73
6.8%
$10.86
Cut from 2
Southwest Chicken Bowl
1
1.5
2.17
10.7%
$5.96
As proposed
Hummus Veggie Wrap
1
1.0
1.63
15.5%
$4.96
Reinstated – mandatory vegetarian
5 items carried
7
7.5
of 8.0
0.5 open
$3,535
4-week net contribution
Removed: Egg Salad Croissant, Turkey Cranberry Sandwich, Cobb Salad
RUR – Rural North | 14 stores | 2 deliveries/week | 7.0 tray slots available
Turkey Club Sandwich
2
2.0
4.04
4.8%
$15.00
As proposed
Chicken Caesar Wrap
1
1.0
3.69
5.3%
$12.82
As proposed
Protein Snack Box
1
1.0
1.84
7.8%
$7.28
Cut from 2
Southwest Chicken Bowl
1
1.5
1.38
19.3%
$3.43
As proposed
Hummus Veggie Wrap
1
1.0
1.54
18.1%
$4.50
Reinstated – mandatory vegetarian
5 items carried
6
6.5
of 7.0
0.5 open
$2,506
4-week net contribution
Removed: Egg Salad Croissant, Turkey Cranberry Sandwich, Cobb Salad
Chain total: 31 placements, 45.5 of 47.0 tray slots used, $28,135 of net contribution over the four weeks. Item count falls in Highway (7 to 5) and Rural North (7 to 5), holds at 7 in Campus, drops to 6 in Commuter and rises to 8 in Metro Core – the one cluster with five delivery days and the space to absorb it.
Supporting economics – four weeks, chainwide
Scenario
Gross profit
Allowances
Shrink at cost
Waste credits
Net contribution
Waste units
Current set – no change
$24,310
–
($1,689)
$36
$22,657
583
Buyer proposal as written
$28,796
$650
($1,847)
$122
$27,721
562
Recommended set
$28,920
$574
($1,482)
$123
$28,135
484
Recommended vs current
+$4,611
+$574
+$206
+$87
+$5,478
–99
Recommended vs proposal
+$124
–$76
+$364
+$2
+$414
–78
The proposal figure excludes its Highway Caprese line, which has no internal read and cannot be modelled. It is also not executable: 2.0 tray slots over capacity, with three lines that conflict with signed terms.
Three things move the money.
Deleting the shrink, not the sales. Egg Salad Croissant and Turkey Cranberry Sandwich come out of all five clusters and Cobb Salad out of Highway and Rural. Together they were running 18.1% to 24.3% waste and turning $574 of product into bin cost every four weeks while occupying 13.0 tray slots. Their gross profit is real but low-quality, and the space they free is what pays for Protein Snack Box.
Adding the item the data actually supports. Protein Snack Box is the one candidate with no conflicts: a five-day code, 2.6% to 7.8% pilot waste, the highest out-of-stock reading in the chain, Urban Spoon routes covering all five clusters, and a signed $0.35 per unit allowance for six weeks. It goes into all five clusters – two facings where the pilot rate justifies it, one in Highway and Rural where it does not yet.
Not paying for the launches that are not signed. Rejecting sushi outside Metro and Caprese outside its route removes $813 of modelled contribution that carried no route commitment, no credit and 26% to 33% waste.
One place the recommendation gives up modelled value, deliberately.
Commuter Suburban comes in $396 below the proposal over the four weeks. That gap is the price of not putting a 16.4%-waste Caprese facing and an unsigned sushi facing into the largest cluster in the chain. The Caprese half of it reverses on its own: the $0.40 allowance ends 9 August, and from week 5 the proposal’s Commuter Caprese returns $1.00 per store per week less than the Hummus it displaced – about $26 a week across 26 stores, before the extra shrink. The proposal’s Commuter plan is also 0.5 slots over capacity, so it was never going to ship as drawn.
Cluster
Net contribution, 4 wks
vs current set
vs buyer proposal
Tray slots used / available
MET – Metro Core
$8,453
+$2,991
+$476
11.5 of 12.0
COM – Commuter Suburban
$8,612
+$1,034
($396)
10.0 of 10.0
CAM – Campus / Hospital
$5,030
+$1,341
+$73
10.0 of 10.0
HWY – Highway / Travel
$3,535
+$82
+$109
7.5 of 8.0
RUR – Rural North
$2,507
+$31
+$152
6.5 of 7.0
Chain
$28,135
+$5,478
+$414
45.5 of 47.0
Highway and Rural North are close to flat against today, and that is the intended result. Both clusters trade two fewer items and $193 less four-week shrink between them for the same gross profit, on three and two delivery days respectively – which is what your instruction to carry fewer, cleaner choices there actually buys.
Signed launch support earned over the four weeks
119 more paragraphs not shown.
Read Me & Method
| Grab-and-Go Reset Decision Workbook - July 2026 | |
|---|---|
| Blue Mesa Market | Refrigerated grab-and-go case | First four weeks of the July reset (w/c Mon 13 Jul - Sun 9 Aug 2026) | |
| Purpose | |
| What this workbook does | Supports the reset recommendation in grab_go_reset_memo.docx. It converts the buyer proposal, the internal demand record, the signed vendor terms and the physical case capacity into one set of cluster-level decisions, and shows the arithmetic behind them. |
| Scope | First four weeks of the July reset only. Weeks are Mon-start, matching the internal POS calendar. The window w/c 13 Jul - 9 Aug 2026 is set by the GreenFork signed offer letter, whose scan-allowance period runs 13 Jul - 9 Aug. |
| Source hierarchy applied | |
| 1. Merchant handoff (authoritative) | merchant_handoff_prepared_foods.docx - L. Moreno, 10 Jun 2026. Governs business rules: capacity realism, full facings only, one credible vegetarian option per cluster, Egg Salad may not be the only vegetarian answer, two-day code items are a poor fit below four delivery days, no winter seasonal carry-over, fewer/cleaner choices in Rural North and Highway. |
| 2. Signed vendor offer letters | signed_vendor_offer_letters.pdf - GreenFork 5 Jun, Urban Spoon 6 Jun, Sakura 7 Jun, EatWell 30 May 2026. Control credits, route eligibility and launch support. Override any conflicting proposal note. |
| 3. Internal records (demand signal) | weekly_pos_inventory_waste.csv - 8 weeks, w/c 6 Apr to 25 May 2026, by cluster and SKU; item_master_unit_economics.csv; store_cluster_capacity.csv. |
| 4. Buyer proposal (input, not evidence) | buyer_reset_proposal.csv - 12 Jun 2026. Treated as a request. Its supplier projection column and buyer comments are NOT used as demand evidence, per the handoff. |
| How the economics are built | |
| Demand read | Units, waste, out-of-stock store-days and receipts are averaged across the 8 recorded weeks and divided by the stores actually ranged, giving a per-store-per-week rate. Candidate items are read from their controlled pilot stores only. |
| Net contribution formula | Net $/store/week = (units x gross profit per unit) + (units x signed scan allowance) - (waste units x unit cost) + (waste units x unit cost x signed waste-credit rate). |
| Ranking metric | Net $ per tray slot per week. The case is constrained by tray slots, not by item count, and oversized trays (Southwest Bowl, Cobb Salad, Sushi at 1.5 slots) must earn their extra space. |
| Credits applied | Only what is signed. GreenFork: $0.40/scanned unit on Caprese 13 Jul - 9 Aug (cap 5,500 units) and 30% waste credit on Hummus and Caprese in clusters with 4+ delivery days. Urban Spoon: $0.35/scanned unit on Protein Snack Box, first six weeks (cap 8,000 units), all clusters. Sakura: 50% waste credit, Metro Core route M-11 only, no scan allowance. EatWell and FreshPack: none. |
| Stated limitations - read before using the numbers | |
| No facing elasticity | The internal record contains no test of the same item at different facing counts, so the model cannot value a second facing. Modelled net contribution therefore reflects WHICH items are carried, not how many facings each gets. Facing counts are allocated separately using out-of-stock store-days and code date, and are documented on the Cluster Final Assortment tab. |
| Pilot reads are incremental | Pilot stores carried the full current set PLUS the candidate items, so candidate volumes are incremental to the existing range. There is no evidence that removing Hummus transfers its volume to Caprese; the proposal assumes it does. |
| Metro sushi store count | The Sakura letter limits the daily route and credit to Metro Core stores on route M-11. That store list is not in the supplied files. Sushi economics are shown at the full 18-store Metro count as a ceiling, with a sensitivity on the Financial Summary tab. |
| No internal read for one cell | Highway / Travel Caprese has no pilot data. It is excluded from the modelled comparison rather than filled with the supplier projection. |
| Colour convention | |
| Blue text | Hardcoded input taken directly from a source file, or a decision input (facing counts). |
| Black text | Formula or calculation. |
| Green text | Link to another worksheet in this workbook. |
| Yellow fill | Assumption or open item that needs a decision or confirmation before release. |
Assumptions & Terms
| Assumptions and Signed Vendor Terms | ||||||||
|---|---|---|---|---|---|---|---|---|
| Blue = input taken from a source file. These cells drive every calculation in this workbook. | ||||||||
| Reset parameters | Value | |||||||
| Reset weeks modelled | 4 | Count | Source: First four weeks of the July reset, per the brief. | |||||
| Reset window start | 2026-07-13 | Date | Source: Monday. Set by the GreenFork scan-allowance window in the signed letter. | |||||
| Reset window end | 2026-08-09 | Date | Source: Sunday. End of the GreenFork scan-allowance window. | |||||
| Demand read weeks | 8 | Count | Source: w/c 2026-04-06 to 2026-05-25, weekly_pos_inventory_waste.csv. | |||||
| Signed vendor terms - the only credits and route rights that may be assumed | ||||||||
| Vendor / signed date | SKU | Item | Scan allowance $/unit | Allowance cap (units) | Waste credit % | Min delivery days for credit | Cluster restriction | Signed language and service note |
| GreenFork Kitchen - 5 Jun 2026 | GGS-3RZA | Caprese Ciabatta | 0.4 | 5500 | 0.3 | 4 | All | Allowance on receipts dated 13 Jul - 9 Aug, capped at 5,500 scanned units. Waste credit only in stores receiving GreenFork delivery 4+ days/week. Highway / Travel and Rural North NOT approved for Caprese route expansion; expansion requires a new signed routing addendum. Two-day code at store receipt. |
| GreenFork Kitchen - 5 Jun 2026 | GGS-5MTC | Hummus Veggie Wrap | 0 | 0 | 0.3 | 4 | All | Covered GreenFork item, so the 30% documented-waste credit applies in 4+ delivery-day clusters. No scan allowance. Two-day code at store receipt. |
| Urban Spoon - 6 Jun 2026 | GGS-6BGH | Protein Snack Box | 0.35 | 8000 | 0 | 0 | All | $0.35 per scanned unit for the first six weeks of the Q3 reset, capped at 8,000 units. No shrink credit - normal returns for verified mis-picks only. Current routes cover all five clusters on the existing cadence. Five-day code. |
| Urban Spoon - 6 Jun 2026 | GGS-9PQL | Southwest Chicken Bowl | 0 | 0 | 0 | 0 | All | No allowance and no shrink credit. Routes cover all five clusters. Three-day code. |
| Sakura Express - 7 Jun 2026 | GGS-8XUY | Spicy Tuna Sushi Roll | 0 | 0 | 0.5 | 0 | MET | 50% credit on documented waste through 16 Aug, Metro Core route M-11 stores ONLY. No scan allowance. One-day code, stores must receive daily delivery, do not hold over, case pack 12. Campus and Commuter pilot samples were line-review tests and are NOT part of the signed launch commitment. No credit or service-level guarantee outside Metro Core. |
| EatWell Foods - 30 May 2026 | GGS-84QJ | Chicken Caesar Wrap | 0 | 0 | 0 | 0 | All | No Q3 scan allowance; standard volume pricing. Routes cover all five clusters. Three-day code. |
| EatWell Foods - 30 May 2026 | GGS-2VWK | Turkey Club Sandwich | 0 | 0 | 0 | 0 | All | No Q3 scan allowance; standard volume pricing. Routes cover all five clusters. Three-day code. |
| EatWell Foods - 30 May 2026 | GGS-4HBP | Turkey Cranberry Sandwich | 0 | 0 | 0 | 0 | All | Winter feature. Returns or billbacks after 31 Jan 2026 are NOT authorised - Blue Mesa absorbs 100% of any Q3 waste on this SKU. |
| FreshPack Deli - no signed letter | GGS-7DNL | Cobb Salad | 0 | 0 | 0 | 0 | All | No offer letter supplied. No allowance or shrink credit may be assumed. |
| FreshPack Deli - no signed letter | GGS-1KFV | Egg Salad Croissant | 0 | 0 | 0 | 0 | All | No offer letter supplied. No allowance or shrink credit may be assumed. |
| Cluster operating facts (store_cluster_capacity.csv) | ||||||||
| Cluster | Stores | Deliveries / week | Tray slots available | GreenFork credit eligible (4+ days)? | Extra tray project | Cluster note | ||
| MET - Metro Core | 18 | 5 | 12 | Yes | 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 | Yes | No incremental tray capacity this reset | Office parks and commuter corridors; strongest weekday lunch. | ||
| CAM - Campus / Hospital | 11 | 5 | 10 | Yes | No incremental tray capacity this reset | Late lunch and evening snack missions; meatless options over-index. | ||
| HWY - Highway / Travel | 15 | 3 | 8 | No | No incremental tray capacity this reset | Fewer delivery touches; travel purchase pattern favors familiar sandwiches. | ||
| RUR - Rural North | 14 | 2 | 7 | No | No incremental tray capacity this reset | Long delivery gap and highest transfer cost; do not chase low-repeat novelty. | ||
| Note: the September lease-line change in Metro Core is not approved for the July reset, so Metro is planned against 12.0 tray slots, not more. No extra trays, delivery days, credits or substitute items have been assumed anywhere in this workbook. |
Item Economics
| Item Economics by Cluster - internal demand read and signed-terms contribution | ||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Demand: 8 weeks w/c 6 Apr - 25 May 2026, per store per week. Candidates read from controlled-pilot stores only. Ranking metric is net $ per tray slot per week. | ||||||||||||||||||||||||||||||
| Clus | Cluster | Stores | Del /wk | SKU | Item | Vendor | Demand source | Stores in read | Code days | Tray slots /facing | Units /store /wk | Waste units /store /wk | Receipts /store /wk | OOS store-days /store /wk | Waste % | Sell-thru % | Retail $ | Cost $ | GP $/unit | Signed allow $/unit | Signed waste credit % | GP $/store /wk | Allowance $/store /wk | Shrink $/store /wk | Waste credit $/store /wk | NET $/store /wk | NET $/tray slot /wk | In final set? | Chain units 4 wks | Chain NET $ 4 wks |
| MET | Metro Core | 18 | 5 | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Current set | 18 | 3 | 1 | 5.5 | 0.285 | 5.868 | 0.25 | 0.0492653414001729 | 0.937286980231766 | 5.99 | 2.38 | 3.61 | 0 | 0 | 19.855 | 0 | -0.6783 | 0 | 19.1767 | 19.1767 | Yes | 396 | 1380.7224 |
| MET | Metro Core | 18 | 5 | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Current set | 18 | 3 | 1.5 | 4.514 | 0.319 | 4.833 | 0.16 | 0.0660045520380716 | 0.933995447961929 | 7.99 | 3.45 | 4.54 | 0 | 0 | 20.49356 | 0 | -1.10055 | 0 | 19.39301 | 12.9286733333333 | Yes | 325.008 | 1396.29672 |
| MET | Metro Core | 18 | 5 | GGS-6BGH | Protein Snack Box | Urban Spoon | Controlled pilot | 9 | 5 | 1 | 4.139 | 0.111 | 4.458 | 0.281 | 0.0261176470588235 | 0.928443248093315 | 6.79 | 2.94 | 3.85 | 0.35 | 0 | 15.93515 | 1.44865 | -0.32634 | 0 | 17.05746 | 17.05746 | Yes | 298.008 | 1228.13712 |
| MET | Metro Core | 18 | 5 | GGS-3RZA | Caprese Ciabatta | GreenFork Kitchen | Controlled pilot | 9 | 2 | 1 | 3.167 | 0.292 | 3.556 | 0.053 | 0.0844174616941313 | 0.890607424071991 | 6.99 | 3.1 | 3.89 | 0.4 | 0.3 | 12.31963 | 1.2668 | -0.9052 | 0.27156 | 12.95279 | 12.95279 | Yes | 228.024 | 932.60088 |
| MET | Metro Core | 18 | 5 | GGS-8XUY | Spicy Tuna Sushi Roll | Sakura Express | Controlled pilot | 9 | 1 | 1.5 | 3.153 | 0.375 | 3.75 | 0.086 | 0.106292517006803 | 0.8408 | 9.99 | 4.3 | 5.69 | 0 | 0.5 | 17.94057 | 0 | -1.6125 | 0.80625 | 17.13432 | 11.42288 | Yes | 227.016 | 1233.67104 |
| MET | Metro Core | 18 | 5 | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Current set | 18 | 3 | 1 | 3.09 | 0.125 | 3.139 | 0.055 | 0.0388802488335925 | 0.984389933099713 | 6.49 | 2.64 | 3.85 | 0 | 0 | 11.8965 | 0 | -0.33 | 0 | 11.5665 | 11.5665 | Yes | 222.48 | 832.788 |
| MET | Metro Core | 18 | 5 | GGS-7DNL | Cobb Salad | FreshPack Deli | Current set | 18 | 3 | 1.5 | 3.021 | 0.243 | 3.319 | 0.048 | 0.0744485294117647 | 0.910213919855378 | 8.49 | 3.72 | 4.77 | 0 | 0 | 14.41017 | 0 | -0.90396 | 0 | 13.50621 | 9.00414 | Yes | 217.512 | 972.44712 |
| MET | Metro Core | 18 | 5 | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Current set | 18 | 2 | 1 | 1.958 | 0.167 | 2.146 | 0.063 | 0.0785882352941177 | 0.912395153774464 | 6.29 | 2.75 | 3.54 | 0 | 0.3 | 6.93132 | 0 | -0.45925 | 0.137775 | 6.609845 | 6.609845 | Yes | 140.976 | 475.90884 |
| MET | Metro Core | 18 | 5 | GGS-1KFV | Egg Salad Croissant | FreshPack Deli | Current set | 18 | 2 | 1 | 1.292 | 0.34 | 1.632 | 0.058 | 0.208333333333333 | 0.791666666666667 | 5.49 | 2.28 | 3.21 | 0 | 0 | 4.14732 | 0 | -0.7752 | 0 | 3.37212 | 3.37212 | No | 93.024 | 242.79264 |
| MET | Metro Core | 18 | 5 | GGS-4HBP | Turkey Cranberry Sandwich | EatWell Foods | Current set | 18 | 3 | 1 | 0.799 | 0.229 | 1.111 | 0.048 | 0.222762645914397 | 0.719171917191719 | 6.59 | 2.95 | 3.64 | 0 | 0 | 2.90836 | 0 | -0.67555 | 0 | 2.23281 | 2.23281 | No | 57.528 | 160.76232 |
| COM | Commuter Suburban | 26 | 4 | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Current set | 26 | 3 | 1 | 4.928 | 0.202 | 5.125 | 0.176 | 0.0393762183235867 | 0.961560975609756 | 5.99 | 2.38 | 3.61 | 0 | 0 | 17.79008 | 0 | -0.48076 | 0 | 17.30932 | 17.30932 | Yes | 512.512 | 1800.16928 |
| COM | Commuter Suburban | 26 | 4 | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Current set | 26 | 3 | 1 | 4.409 | 0.183 | 4.601 | 0.054 | 0.0398519163763066 | 0.958269941317105 | 6.49 | 2.64 | 3.85 | 0 | 0 | 16.97465 | 0 | -0.48312 | 0 | 16.49153 | 16.49153 | Yes | 458.536 | 1715.11912 |
| COM | Commuter Suburban | 26 | 4 | GGS-6BGH | Protein Snack Box | Urban Spoon | Controlled pilot | 8 | 5 | 1 | 3.875 | 0.141 | 4.016 | 0.341 | 0.035109561752988 | 0.964890438247012 | 6.79 | 2.94 | 3.85 | 0.35 | 0 | 14.91875 | 1.35625 | -0.41454 | 0 | 15.86046 | 15.86046 | Yes | 403 | 1649.48784 |
| COM | Commuter Suburban | 26 | 4 | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Current set | 26 | 3 | 1.5 | 3.077 | 0.255 | 3.346 | 0.065 | 0.076530612244898 | 0.919605499103407 | 7.99 | 3.45 | 4.54 | 0 | 0 | 13.96958 | 0 | -0.87975 | 0 | 13.08983 | 8.72655333333333 | Yes | 320.008 | 1361.34232 |
| COM | Commuter Suburban | 26 | 4 | GGS-7DNL | Cobb Salad | FreshPack Deli | Current set | 26 | 3 | 1.5 | 2.889 | 0.284 | 3.197 | 0.05 | 0.0895052001260637 | 0.903659680950891 | 8.49 | 3.72 | 4.77 | 0 | 0 | 13.78053 | 0 | -1.05648 | 0 | 12.72405 | 8.4827 | Yes | 300.456 | 1323.3012 |
| COM | Commuter Suburban | 26 | 4 | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Current set | 26 | 2 | 1 | 2.183 | 0.207 | 2.38 | 0.045 | 0.0866108786610879 | 0.917226890756303 | 6.29 | 2.75 | 3.54 | 0 | 0.3 | 7.72782 | 0 | -0.56925 | 0.170775 | 7.329345 | 7.329345 | Yes | 227.032 | 762.25188 |
| COM | Commuter Suburban | 26 | 4 | GGS-3RZA | Caprese Ciabatta | GreenFork Kitchen | Controlled pilot | 8 | 2 | 1 | 1.828 | 0.359 | 2.219 | 0.052 | 0.164151806127115 | 0.823794502027941 | 6.99 | 3.1 | 3.89 | 0.4 | 0.3 | 7.11092 | 0.7312 | -1.1129 | 0.33387 | 7.06309 | 7.06309 | No | 190.112 | 734.56136 |
| COM | Commuter Suburban | 26 | 4 | GGS-1KFV | Egg Salad Croissant | FreshPack Deli | Current set | 26 | 2 | 1 | 1.183 | 0.298 | 1.538 | 0.049 | 0.201215395003376 | 0.769180754226268 | 5.49 | 2.28 | 3.21 | 0 | 0 | 3.79743 | 0 | -0.67944 | 0 | 3.11799 | 3.11799 | No | 123.032 | 324.27096 |
| COM | Commuter Suburban | 26 | 4 | GGS-8XUY | Spicy Tuna Sushi Roll | Sakura Express | Controlled pilot | 6 | 1 | 1.5 | 1.125 | 0.542 | 1.771 | 0.05 | 0.325134973005399 | 0.635234330886505 | 9.99 | 4.3 | 5.69 | 0 | 0 | 6.40125 | 0 | -2.3306 | 0 | 4.07065 | 2.71376666666667 | No | 117 | 423.3476 |
| COM | Commuter Suburban | 26 | 4 | GGS-4HBP | Turkey Cranberry Sandwich | EatWell Foods | Current set | 26 | 3 | 1 | 0.981 | 0.26 | 1.274 | 0.047 | 0.209508460918614 | 0.770015698587127 | 6.59 | 2.95 | 3.64 | 0 | 0 | 3.57084 | 0 | -0.767 | 0 | 2.80384 | 2.80384 | No | 102.024 | 291.59936 |
| CAM | Campus / Hospital | 11 | 5 | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Current set | 11 | 3 | 1 | 6.795 | 0.261 | 7.114 | 0.223 | 0.0369897959183673 | 0.955158841720551 | 5.99 | 2.38 | 3.61 | 0 | 0 | 24.52995 | 0 | -0.62118 | 0 | 23.90877 | 23.90877 | Yes | 298.98 | 1051.98588 |
| CAM | Campus / Hospital | 11 | 5 | GGS-6BGH | Protein Snack Box | Urban Spoon | Controlled pilot | 5 | 5 | 1 | 5.6 | 0.2 | 6.2 | 0.235 | 0.0344827586206897 | 0.903225806451613 | 6.79 | 2.94 | 3.85 | 0.35 | 0 | 21.56 | 1.96 | -0.588 | 0 | 22.932 | 22.932 | Yes | 246.4 | 1009.008 |
| CAM | Campus / Hospital | 11 | 5 | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Current set | 11 | 3 | 1.5 | 4.614 | 0.318 | 5.091 | 0.191 | 0.0644768856447689 | 0.906305244549205 | 7.99 | 3.45 | 4.54 | 0 | 0 | 20.94756 | 0 | -1.0971 | 0 | 19.85046 | 13.23364 | Yes | 203.016 | 873.42024 |
| CAM | Campus / Hospital | 11 | 5 | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Current set | 11 | 3 | 1 | 3.477 | 0.193 | 3.659 | 0.052 | 0.0525885558583106 | 0.950259633779721 | 6.49 | 2.64 | 3.85 | 0 | 0 | 13.38645 | 0 | -0.50952 | 0 | 12.87693 | 12.87693 | Yes | 152.988 | 566.58492 |
| CAM | Campus / Hospital | 11 | 5 | GGS-3RZA | Caprese Ciabatta | GreenFork Kitchen | Controlled pilot | 5 | 2 | 1 | 3.3 | 0.225 | 3.825 | 0.043 | 0.0638297872340426 | 0.862745098039216 | 6.99 | 3.1 | 3.89 | 0.4 | 0.3 | 12.837 | 1.32 | -0.6975 | 0.20925 | 13.66875 | 13.66875 | Yes | 145.2 | 601.425 |
| CAM | Campus / Hospital | 11 | 5 | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Current set | 11 | 2 | 1 | 3.102 | 0.239 | 3.296 | 0.043 | 0.071535468422628 | 0.941140776699029 | 6.29 | 2.75 | 3.54 | 0 | 0.3 | 10.98108 | 0 | -0.65725 | 0.197175 | 10.521005 | 10.521005 | Yes | 136.488 | 462.92422 |
| CAM | Campus / Hospital | 11 | 5 | GGS-7DNL | Cobb Salad | FreshPack Deli | Current set | 11 | 3 | 1.5 | 2.398 | 0.239 | 2.614 | 0.049 | 0.0906332954114524 | 0.917368018362663 | 8.49 | 3.72 | 4.77 | 0 | 0 | 11.43846 | 0 | -0.88908 | 0 | 10.54938 | 7.03292 | Yes | 105.512 | 464.17272 |
| CAM | Campus / Hospital | 11 | 5 | GGS-8XUY | Spicy Tuna Sushi Roll | Sakura Express | Controlled pilot | 4 | 1 | 1.5 | 2.125 | 0.75 | 3.125 | 0.047 | 0.260869565217391 | 0.68 | 9.99 | 4.3 | 5.69 | 0 | 0 | 12.09125 | 0 | -3.225 | 0 | 8.86625 | 5.91083333333333 | No | 93.5 | 390.115 |
| CAM | Campus / Hospital | 11 | 5 | GGS-1KFV | Egg Salad Croissant | FreshPack Deli | Current set | 11 | 2 | 1 | 1.568 | 0.364 | 1.932 | 0.052 | 0.188405797101449 | 0.811594202898551 | 5.49 | 2.28 | 3.21 | 0 | 0 | 5.03328 | 0 | -0.82992 | 0 | 4.20336 | 4.20336 | No | 68.992 | 184.94784 |
| CAM | Campus / Hospital | 11 | 5 | GGS-4HBP | Turkey Cranberry Sandwich | EatWell Foods | Current set | 11 | 3 | 1 | 0.693 | 0.204 | 0.932 | 0.054 | 0.22742474916388 | 0.743562231759657 | 6.59 | 2.95 | 3.64 | 0 | 0 | 2.52252 | 0 | -0.6018 | 0 | 1.92072 | 1.92072 | No | 30.492 | 84.51168 |
| HWY | Highway / Travel | 15 | 3 | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Current set | 15 | 3 | 1 | 4.733 | 0.183 | 4.883 | 0.035 | 0.0372253864930838 | 0.969281179602703 | 6.49 | 2.64 | 3.85 | 0 | 0 | 18.22205 | 0 | -0.48312 | 0 | 17.73893 | 17.73893 | Yes | 283.98 | 1064.3358 |
| HWY | Highway / Travel | 15 | 3 | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Current set | 15 | 3 | 1 | 4.708 | 0.242 | 4.9 | 0.267 | 0.0488888888888889 | 0.960816326530612 | 5.99 | 2.38 | 3.61 | 0 | 0 | 16.99588 | 0 | -0.57596 | 0 | 16.41992 | 16.41992 | Yes | 282.48 | 985.1952 |
| HWY | Highway / Travel | 15 | 3 | GGS-6BGH | Protein Snack Box | Urban Spoon | Controlled pilot | 5 | 5 | 1 | 2.725 | 0.2 | 3.225 | 0.29 | 0.0683760683760684 | 0.844961240310078 | 6.79 | 2.94 | 3.85 | 0.35 | 0 | 10.49125 | 0.95375 | -0.588 | 0 | 10.857 | 10.857 | Yes | 163.5 | 651.42 |
| HWY | Highway / Travel | 15 | 3 | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Current set | 15 | 3 | 1.5 | 2.167 | 0.258 | 2.517 | 0.041 | 0.10639175257732 | 0.860945570123162 | 7.99 | 3.45 | 4.54 | 0 | 0 | 9.83818 | 0 | -0.8901 | 0 | 8.94808 | 5.96538666666667 | Yes | 130.02 | 536.8848 |
| HWY | Highway / Travel | 15 | 3 | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Current set | 15 | 2 | 1 | 1.633 | 0.3 | 1.992 | 0.038 | 0.155199172271081 | 0.819779116465863 | 6.29 | 2.75 | 3.54 | 0 | 0 | 5.78082 | 0 | -0.825 | 0 | 4.95582 | 4.95582 | Yes | 97.98 | 297.3492 |
| HWY | Highway / Travel | 15 | 3 | GGS-4HBP | Turkey Cranberry Sandwich | EatWell Foods | Current set | 15 | 3 | 1 | 1.125 | 0.325 | 1.483 | 0.046 | 0.224137931034483 | 0.758597437626433 | 6.59 | 2.95 | 3.64 | 0 | 0 | 4.095 | 0 | -0.95875 | 0 | 3.13625 | 3.13625 | No | 67.5 | 188.175 |
| HWY | Highway / Travel | 15 | 3 | GGS-7DNL | Cobb Salad | FreshPack Deli | Current set | 15 | 3 | 1.5 | 1.092 | 0.242 | 1.375 | 0.048 | 0.181409295352324 | 0.794181818181818 | 8.49 | 3.72 | 4.77 | 0 | 0 | 5.20884 | 0 | -0.90024 | 0 | 4.3086 | 2.8724 | No | 65.52 | 258.516 |
| HWY | Highway / Travel | 15 | 3 | GGS-1KFV | Egg Salad Croissant | FreshPack Deli | Current set | 15 | 2 | 1 | 0.792 | 0.217 | 1.092 | 0.047 | 0.215064420218038 | 0.725274725274725 | 5.49 | 2.28 | 3.21 | 0 | 0 | 2.54232 | 0 | -0.49476 | 0 | 2.04756 | 2.04756 | No | 47.52 | 122.8536 |
| RUR | Rural North | 14 | 2 | GGS-2VWK | Turkey Club Sandwich | EatWell Foods | Current set | 14 | 3 | 1 | 4.036 | 0.205 | 4.277 | 0.037 | 0.0483376562131573 | 0.943652092588263 | 6.49 | 2.64 | 3.85 | 0 | 0 | 15.5386 | 0 | -0.5412 | 0 | 14.9974 | 14.9974 | Yes | 226.016 | 839.8544 |
| RUR | Rural North | 14 | 2 | GGS-84QJ | Chicken Caesar Wrap | EatWell Foods | Current set | 14 | 3 | 1 | 3.688 | 0.205 | 3.955 | 0.331 | 0.0526586180323658 | 0.932490518331226 | 5.99 | 2.38 | 3.61 | 0 | 0 | 13.31368 | 0 | -0.4879 | 0 | 12.82578 | 12.82578 | Yes | 206.528 | 718.24368 |
| RUR | Rural North | 14 | 2 | GGS-6BGH | Protein Snack Box | Urban Spoon | Controlled pilot | 4 | 5 | 1 | 1.844 | 0.156 | 2.094 | 0.263 | 0.078 | 0.880611270296084 | 6.79 | 2.94 | 3.85 | 0.35 | 0 | 7.0994 | 0.6454 | -0.45864 | 0 | 7.28616 | 7.28616 | Yes | 103.264 | 408.02496 |
| RUR | Rural North | 14 | 2 | GGS-5MTC | Hummus Veggie Wrap | GreenFork Kitchen | Current set | 14 | 2 | 1 | 1.536 | 0.339 | 1.902 | 0.045 | 0.1808 | 0.807570977917981 | 6.29 | 2.75 | 3.54 | 0 | 0 | 5.43744 | 0 | -0.93225 | 0 | 4.50519 | 4.50519 | Yes | 86.016 | 252.29064 |
| RUR | Rural North | 14 | 2 | GGS-9PQL | Southwest Chicken Bowl | Urban Spoon | Current set | 14 | 3 | 1.5 | 1.384 | 0.33 | 1.804 | 0.051 | 0.192532088681447 | 0.767184035476718 | 7.99 | 3.45 | 4.54 | 0 | 0 | 6.28336 | 0 | -1.1385 | 0 | 5.14486 | 3.42990666666667 | Yes | 77.504 | 288.11216 |
| RUR | Rural North | 14 | 2 | GGS-4HBP | Turkey Cranberry Sandwich | EatWell Foods | Current set | 14 | 3 | 1 | 0.83 | 0.232 | 1.045 | 0.05 | 0.218455743879473 | 0.794258373205742 | 6.59 | 2.95 | 3.64 | 0 | 0 | 3.0212 | 0 | -0.6844 | 0 | 2.3368 | 2.3368 | No | 46.48 | 130.8608 |
| RUR | Rural North | 14 | 2 | GGS-1KFV | Egg Salad Croissant | FreshPack Deli | Current set | 14 | 2 | 1 | 0.723 | 0.232 | 0.991 | 0.045 | 0.242931937172775 | 0.729566094853683 | 5.49 | 2.28 | 3.21 | 0 | 0 | 2.32083 | 0 | -0.52896 | 0 | 1.79187 | 1.79187 | No | 40.488 | 100.34472 |
| RUR | Rural North | 14 | 2 | GGS-7DNL | Cobb Salad | FreshPack Deli | Current set | 14 | 3 | 1.5 | 0.714 | 0.214 | 0.884 | 0.062 | 0.230603448275862 | 0.807692307692308 | 8.49 | 3.72 | 4.77 | 0 | 0 | 3.40578 | 0 | -0.79608 | 0 | 2.6097 | 1.7398 | No | 39.984 | 146.1432 |
| Amber shading = controlled-pilot read (candidate item), measured in pilot stores that also carried the full current set - these volumes are incremental to the existing range, not a swap test. Green "Yes" = carried in the recommended four-week set. Highway / Travel Caprese and Highway / Rural sushi have no internal read and therefore no row: the proposal's only support for those cells is a supplier projection, which the merchant handoff excludes as a demand source. | ||||||||||||||||||||||||||||||
Cluster Final Assortment
| Revised Cluster Assortment - first four weeks of the July reset | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Facing counts (blue) are the decision. Economics link to Item Economics. Facings are set by out-of-stock pressure and code date, not by modelled elasticity - see Read Me. | ||||||||||||
| Rank | Item | Vendor | Code (days) | Facings | Tray slots /facing | Tray slots used | Units /store /wk | Waste % | NET $/store /wk | NET $/tray slot /wk | Chain NET $ 4 wks | Decision vs buyer proposal and rationale |
| MET - Metro Core | 18 stores | 5 deliveries/week | 12.0 tray slots available | ||||||||||||
| 1 | Chicken Caesar Wrap | EatWell Foods | 3 | 2 | 1 | 2 | 5.5 | 0.0492653414001729 | 19.1767 | 19.1767 | 1380.7224 | ACCEPT (2 facings). Chain-best net per tray slot ($19.19/wk) and Metro's joint-highest out-of-stock pressure. Two facings as proposed. |
| 2 | Southwest Chicken Bowl | Urban Spoon | 3 | 1 | 1.5 | 1.5 | 4.514 | 0.0660045520380716 | 19.39301 | 12.9286733333333 | 1396.29672 | ACCEPT (1 facing). Core bowl, 4.51 u/store/wk, 6.6% waste. Oversized tray (1.5 slots) earns one facing only. |
| 3 | Protein Snack Box | Urban Spoon | 5 | 2 | 1 | 2 | 4.139 | 0.0261176470588235 | 17.05746 | 17.05746 | 1228.13712 | ACCEPT (2 facings). Pilot 4.14 u/store/wk at 2.6% waste, five-day code, $0.35/unit signed allowance, Urban Spoon routes all clusters. Highest OOS of any Metro item - two facings as proposed. |
| 4 | Caprese Ciabatta | GreenFork Kitchen | 2 | 1 | 1 | 1 | 3.167 | 0.0844174616941313 | 12.95279 | 12.95279 | 932.60088 | ACCEPT (1 facing). Best Caprese pilot read (3.17 u/store/wk, 8.4% waste). Five delivery days support the two-day code and unlock the 30% GreenFork waste credit plus the $0.40/unit allowance. |
| 5 | Spicy Tuna Sushi Roll | Sakura Express | 1 | 1 | 1.5 | 1.5 | 3.153 | 0.106292517006803 | 17.13432 | 11.42288 | 1233.67104 | CHANGE (1 (was 2) facing). Cut to one facing and restricted to Metro stores on Sakura route M-11. The signed letter gives daily service and the 50% waste credit only there; the pilot ran one facing, so two is untested. GATED - see Execution Risks. |
| 6 | Turkey Club Sandwich | EatWell Foods | 3 | 1 | 1 | 1 | 3.09 | 0.0388802488335925 | 11.5665 | 11.5665 | 832.788 | ACCEPT (1 facing). Core sandwich, 98.5% sell-through, 3.9% waste. One facing as proposed. |
| 7 | Cobb Salad | FreshPack Deli | 3 | 1 | 1.5 | 1.5 | 3.021 | 0.0744485294117647 | 13.50621 | 9.00414 | 972.44712 | ACCEPT (1 facing). $9.01 net per tray slot at 7.4% waste. Weakest Metro keeper but clears the bar on 1.5 slots. |
| 8 | Hummus Veggie Wrap | GreenFork Kitchen | 2 | 1 | 1 | 1 | 1.958 | 0.0785882352941177 | 6.609845 | 6.609845 | 475.90884 | REINSTATE (1 facing). Proposal removed it to "make room" for Caprese, but Metro has the tray slot and the Caprese pilot was measured with Hummus still on shelf. No evidence the volume transfers. Worth $476 net over four weeks. Re-read at week 4. |
| 189 | 10 | 11.5 | 117.396835 | 8452.57212 | 8 items. Tray slots used vs 12.0 available. | |||||||
| Tray slots available / open | 12 | 0.5 | 0.5 slot spare - too small for a full facing. No partial facings used anywhere in this plan. | |||||||||
| COM - Commuter Suburban | 26 stores | 4 deliveries/week | 10.0 tray slots available | ||||||||||||
| 1 | Chicken Caesar Wrap | EatWell Foods | 3 | 2 | 1 | 2 | 4.928 | 0.0393762183235867 | 17.30932 | 17.30932 | 1800.16928 | CHANGE (2 (was 1) facings). Cluster's top seller (4.93 u/store/wk) and top net per tray ($17.32). OOS 0.18 store-days/store/wk vs 0.05 for everything except Protein Box. The second facing belongs here. |
| 2 | Turkey Club Sandwich | EatWell Foods | 3 | 2 | 1 | 2 | 4.409 | 0.0398519163763066 | 16.49153 | 16.49153 | 1715.11912 | ACCEPT (2 facings). 4.41 u/store/wk at 4.0% waste, $16.50 net per tray slot. Two facings as proposed. |
| 3 | Protein Snack Box | Urban Spoon | 5 | 2 | 1 | 2 | 3.875 | 0.035109561752988 | 15.86046 | 15.86046 | 1649.48784 | ACCEPT (2 facings). 3.88 u/store/wk, 3.5% waste, highest OOS in the chain (0.34). Five-day code fits four delivery days. Two facings as proposed. |
| 4 | Southwest Chicken Bowl | Urban Spoon | 3 | 1 | 1.5 | 1.5 | 3.077 | 0.076530612244898 | 13.08983 | 8.72655333333333 | 1361.34232 | ACCEPT (1 facing). Core bowl at 3.08 u/store/wk, 7.6% waste, on 1.5 slots. |
| 5 | Cobb Salad | FreshPack Deli | 3 | 1 | 1.5 | 1.5 | 2.889 | 0.0895052001260637 | 12.72405 | 8.4827 | 1323.3012 | ACCEPT (1 facing). 2.89 u/store/wk, $8.50 net per tray slot. Holds its 1.5 slots in the largest cluster. |
| 6 | Hummus Veggie Wrap | GreenFork Kitchen | 2 | 1 | 1 | 1 | 2.183 | 0.0866108786610879 | 7.329345 | 7.329345 | 762.25188 | REINSTATE (1 facing). Beats Caprese on this cluster's own pilot data - 2.18 vs 1.83 u/store/wk and 8.7% vs 16.4% waste - and stays ahead even after the $0.40/unit allowance. Keeps the required vegetarian option without adding shrink. |
| 189 | 9 | 10 | 82.804535 | 8611.67164 | 6 items. Tray slots used vs 10.0 available. | |||||||
| Tray slots available / open | 10 | 0 | Exactly full at 10.0 slots. No slack; any addition must displace something. | |||||||||
| CAM - Campus / Hospital | 11 stores | 5 deliveries/week | 10.0 tray slots available | ||||||||||||
| 1 | Chicken Caesar Wrap | EatWell Foods | 3 | 2 | 1 | 2 | 6.795 | 0.0369897959183673 | 23.90877 | 23.90877 | 1051.98588 | ACCEPT (2 facings). 6.80 u/store/wk, the highest single-item rate in the chain, at 3.7% waste. Two facings as proposed. |
| 2 | Protein Snack Box | Urban Spoon | 5 | 2 | 1 | 2 | 5.6 | 0.0344827586206897 | 22.932 | 22.932 | 1009.008 | ACCEPT (2 facings). Strongest pilot read anywhere (5.60 u/store/wk, 3.4% waste, $20.97 net per tray slot). Snack mission matches the cluster. Two facings as proposed. |
| 3 | Southwest Chicken Bowl | Urban Spoon | 3 | 1 | 1.5 | 1.5 | 4.614 | 0.0644768856447689 | 19.85046 | 13.23364 | 873.42024 | ACCEPT (1 facing). 4.61 u/store/wk on 1.5 slots, 6.5% waste. |
| 4 | Turkey Club Sandwich | EatWell Foods | 3 | 1 | 1 | 1 | 3.477 | 0.0525885558583106 | 12.87693 | 12.87693 | 566.58492 | ACCEPT (1 facing). 3.48 u/store/wk, 5.3% waste. One facing as proposed. |
| 5 | Caprese Ciabatta | GreenFork Kitchen | 2 | 1 | 1 | 1 | 3.3 | 0.0638297872340426 | 13.66875 | 13.66875 | 601.425 | ACCEPT (1 facing). 3.30 u/store/wk at 6.4% waste, five delivery days, credit-eligible. Clean fit for the vegetarian trade-up. |
| 6 | Hummus Veggie Wrap | GreenFork Kitchen | 2 | 1 | 1 | 1 | 3.102 | 0.071535468422628 | 10.521005 | 10.521005 | 462.92422 | REINSTATE (1 facing). Meatless over-indexes here and Hummus returns $10.31 net per tray slot at 7.1% waste - better than Cobb Salad. The cluster has the slot for both vegetarian items; carry both and re-read at week 4. |
| 7 | Cobb Salad | FreshPack Deli | 3 | 1 | 1.5 | 1.5 | 2.398 | 0.0906332954114524 | 10.54938 | 7.03292 | 464.17272 | ACCEPT (1 facing). 2.40 u/store/wk, $7.04 net per tray slot - the last item to clear the bar in this cluster. |
| 189 | 9 | 10 | 114.307295 | 5029.52098 | 7 items. Tray slots used vs 10.0 available. | |||||||
| Tray slots available / open | 10 | 0 | Exactly full at 10.0 slots. Both vegetarian items are carried because the cluster has the slots and both earn them. | |||||||||
| HWY - Highway / Travel | 15 stores | 3 deliveries/week | 8.0 tray slots available | ||||||||||||
| 1 | Turkey Club Sandwich | EatWell Foods | 3 | 2 | 1 | 2 | 4.733 | 0.0372253864930838 | 17.73893 | 17.73893 | 1064.3358 | ACCEPT (2 facings). Cluster's best item: 4.73 u/store/wk, 3.7% waste, $17.73 net per tray slot. Travel shoppers buy familiar sandwiches. Two facings as proposed. |
| 2 | Chicken Caesar Wrap | EatWell Foods | 3 | 2 | 1 | 2 | 4.708 | 0.0488888888888889 | 16.41992 | 16.41992 | 985.1952 | CHANGE (2 (was 1) facings). 4.71 u/store/wk at 4.9% waste with OOS 0.27 store-days/store/wk - the cluster's replenishment pinch point on three delivery days. Second facing funded by the Turkey Cranberry deletion. |
| 3 | Protein Snack Box | Urban Spoon | 5 | 1 | 1 | 1 | 2.725 | 0.0683760683760684 | 10.857 | 10.857 | 651.42 | CHANGE (1 (was 2) facing). Five-day code is the right fit for three delivery days, but 2.72 u/store/wk is the second-weakest pilot read. One proving facing for four weeks; revisit at the week-4 read. |
| 4 | Southwest Chicken Bowl | Urban Spoon | 3 | 1 | 1.5 | 1.5 | 2.167 | 0.10639175257732 | 8.94808 | 5.96538666666667 | 536.8848 | ACCEPT (1 facing). 2.17 u/store/wk, 10.7% waste. Retained as core, but tighten the presentation minimum - see Execution Risks. |
| 5 | Hummus Veggie Wrap | GreenFork Kitchen | 2 | 1 | 1 | 1 | 1.633 | 0.155199172271081 | 4.95582 | 4.95582 | 297.3492 | REINSTATE (1 facing). Required. This is the only vegetarian option Blue Mesa can legally range here: the GreenFork letter bars Caprese route expansion into Highway, and the handoff bars Egg Salad as a cluster's only vegetarian answer. Managed exception - see Execution Risks. |
| 189 | 7 | 7.5 | 58.91975 | 3535.185 | 5 items. Tray slots used vs 8.0 available. | |||||||
| Tray slots available / open | 8 | 0.5 | 0.5 slot spare. Deliberate: five clean choices beat seven that stores cannot recover on three delivery days. | |||||||||
| RUR - Rural North | 14 stores | 2 deliveries/week | 7.0 tray slots available | ||||||||||||
| 1 | Turkey Club Sandwich | EatWell Foods | 3 | 2 | 1 | 2 | 4.036 | 0.0483376562131573 | 14.9974 | 14.9974 | 839.8544 | ACCEPT (2 facings). Cluster's top item at 4.04 u/store/wk and 4.8% waste. Two facings as proposed. |
| 2 | Chicken Caesar Wrap | EatWell Foods | 3 | 1 | 1 | 1 | 3.688 | 0.0526586180323658 | 12.82578 | 12.82578 | 718.24368 | ACCEPT (1 facing). 3.69 u/store/wk. Carries the chain's highest OOS reading (0.33 store-days/store/wk), but on two delivery days that is an order-quantity problem, not a facing problem. Hold the 0.5 spare slot against the week-4 read. |
| 3 | Protein Snack Box | Urban Spoon | 5 | 1 | 1 | 1 | 1.844 | 0.078 | 7.28616 | 7.28616 | 408.02496 | CHANGE (1 (was 1 of 2) facing). Five-day code is the best structural fit for a two-delivery cluster, but 1.84 u/store/wk is the weakest pilot read in the chain. One facing only - two would train stores to over-order. |
| 4 | Hummus Veggie Wrap | GreenFork Kitchen | 2 | 1 | 1 | 1 | 1.536 | 0.1808 | 4.50519 | 4.50519 | 252.29064 | REINSTATE (1 facing). Required. Caprese is barred from Rural by the signed GreenFork letter and the proposal itself; Egg Salad cannot be the only vegetarian answer. Hummus at 1.54 u/store/wk is the sole compliant option. Managed exception - see Execution Risks. |
| 5 | Southwest Chicken Bowl | Urban Spoon | 3 | 1 | 1.5 | 1.5 | 1.384 | 0.192532088681447 | 5.14486 | 3.42990666666667 | 288.11216 | ACCEPT (1 facing). Core bowl, but 19.3% waste is Rural's largest single shrink line. Keep for four weeks with a reduced order minimum, then re-decide. |
| 189 | 6 | 6.5 | 44.75939 | 2506.52584 | 5 items. Tray slots used vs 7.0 available. | |||||||
| Tray slots available / open | 7 | 0.5 | 0.5 slot spare. Rural is inside its tray capacity for the first time - the current seven-item set needs 8.0 slots against 7.0 available. |
Proposal Reconciliation
| Buyer Proposal Reconciliation - all 50 proposal lines | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Every line of buyer_reset_proposal.csv (12 Jun 2026) with its disposition. Decision, controlling source, and reason. Nothing in the proposal is left unanswered. | |||||||||
| Clus | Cluster | Item | Proposed action | Proposed facings | Decision | Final facings | Change in facings | Controlling source | Reason |
| MET | Metro Core | Chicken Caesar Wrap | Keep | 2 | Accept | 2 | 0 | Internal records | Two facings confirmed: 5.50 u/store/wk, 4.9% waste, $19.19 net per tray slot, joint-highest OOS in the cluster. |
| MET | Metro Core | Turkey Club Sandwich | Keep | 1 | Accept | 1 | 0 | Internal records | 98.5% sell-through at 3.9% waste. One facing confirmed. |
| MET | Metro Core | Southwest Chicken Bowl | Keep | 1 | Accept | 1 | 0 | Internal records | 4.51 u/store/wk at 6.6% waste on 1.5 tray slots. One facing confirmed. |
| MET | Metro Core | Hummus Veggie Wrap | Remove | 0 | Reject | 1 | 1 | Internal records + capacity | REINSTATED at 1 facing. The removal was justified only as "room for Caprese", but Metro has 12.0 tray slots and the revised set uses 11.5 with Hummus in. The Caprese pilot ran in stores that still carried Hummus, so there is no evidence of volume transfer. Removing it forfeits $476 of four-week net contribution for space that is not needed. |
| MET | Metro Core | Cobb Salad | Keep | 1 | Accept | 1 | 0 | Internal records | $9.01 net per tray slot at 7.4% waste. Earns its 1.5 slots. One facing confirmed. |
| MET | Metro Core | Egg Salad Croissant | Remove | 0 | Accept | 0 | 0 | Internal records + handoff | Removal confirmed. 1.29 u/store/wk, 20.9% waste, 79.1% sell-through, $3.36 net per tray slot - the weakest keeper economics in Metro. The DM comment is not a demand source. |
| MET | Metro Core | Turkey Cranberry Sandwich | Remove | 0 | Accept | 0 | 0 | Internal records + signed letter | Removal confirmed. 0.80 u/store/wk at 22.3% waste, and the EatWell letter authorises no returns or billbacks after 31 Jan 2026, so Blue Mesa absorbs all of it. |
| MET | Metro Core | Caprese Ciabatta | Add | 1 | Accept | 1 | 0 | Internal records + signed letter | Add confirmed at 1 facing. Strongest Caprese pilot (3.17 u/store/wk, 8.4% waste); five delivery days clear the two-day code and unlock both the 30% waste credit and the $0.40/unit allowance. |
| MET | Metro Core | Protein Snack Box | Add | 2 | Accept | 2 | 0 | Internal records + signed letter | Add confirmed at 2 facings. 4.14 u/store/wk, 2.6% waste, five-day code, highest OOS of any Metro item, $0.35/unit allowance with routes covering all clusters. |
| MET | Metro Core | Spicy Tuna Sushi Roll | Add | 2 | Change | 1 | -1 | Signed letter + internal records | REDUCED to 1 facing and restricted to Metro stores on Sakura route M-11. The signed letter limits the daily fresh route and the 50% waste credit to route M-11; the buyer comment relies on a supplier traffic estimate, which the handoff excludes. The pilot ran one facing at 3.15 u/store/wk with 10.6% waste, so a second facing is untested on a one-day code. Release is gated on the M-11 store list and written split-case confirmation. |
| COM | Commuter Suburban | Chicken Caesar Wrap | Keep | 1 | Change | 2 | 1 | Internal records | INCREASED to 2 facings. 4.93 u/store/wk and $17.32 net per tray slot - the cluster's best item - with OOS 0.18 vs 0.05 for the rest of the set. The proposal gave the second facing to Turkey Club, which shows no out-of-stock pressure. |
| COM | Commuter Suburban | Turkey Club Sandwich | Keep | 2 | Accept | 2 | 0 | Internal records | Two facings confirmed. 4.41 u/store/wk, 4.0% waste. |
| COM | Commuter Suburban | Southwest Chicken Bowl | Keep | 1 | Accept | 1 | 0 | Internal records | 3.08 u/store/wk at 7.6% waste. One facing confirmed. |
| COM | Commuter Suburban | Hummus Veggie Wrap | Remove | 0 | Reject | 1 | 1 | Internal records | REINSTATED at 1 facing. On this cluster's own pilot, Hummus beats Caprese on both volume (2.18 vs 1.83 u/store/wk) and waste (8.7% vs 16.4%), and still wins after the $0.40/unit allowance is credited to Caprese. |
| COM | Commuter Suburban | Cobb Salad | Keep | 1 | Accept | 1 | 0 | Internal records | 2.89 u/store/wk, $8.50 net per tray slot. One facing confirmed. |
| COM | Commuter Suburban | Egg Salad Croissant | Remove | 0 | Accept | 0 | 0 | Internal records + handoff | Removal confirmed. 1.18 u/store/wk at 20.1% waste, $3.11 net per tray slot. |
| COM | Commuter Suburban | Turkey Cranberry Sandwich | Remove | 0 | Accept | 0 | 0 | Internal records + signed letter | Removal confirmed. 0.98 u/store/wk at 20.9% waste with no authorised returns or billbacks. |
| COM | Commuter Suburban | Caprese Ciabatta | Add | 1 | Reject | 0 | -1 | Internal records + handoff | REJECTED. The handoff says to keep Hummus where Caprese is not a clean operating fit; the Commuter pilot is exactly that case - 16.4% waste against Hummus at 8.7%, flat across all eight weeks with no improvement trend. The allowance masks the gap for four weeks and then reverses: from week 5 Caprese returns $6.33/store/wk against Hummus at $7.33. |
| COM | Commuter Suburban | Protein Snack Box | Add | 2 | Accept | 2 | 0 | Internal records + signed letter | Add confirmed at 2 facings. 3.88 u/store/wk, 3.5% waste, and the highest OOS reading in the chain (0.34 store-days/store/wk). |
| COM | Commuter Suburban | Spicy Tuna Sushi Roll | Add | 1 | Reject | 0 | -1 | Signed letter + internal records | REJECTED. The Sakura letter states the Commuter pilot was a line-review test and is not part of the signed launch: no route commitment, no credit, no service-level guarantee. The pilot also recorded 32.5% waste and 63.5% sell-through - the worst read in the file - with no improvement over eight weeks. |
| CAM | Campus / Hospital | Chicken Caesar Wrap | Keep | 2 | Accept | 2 | 0 | Internal records | Two facings confirmed. 6.80 u/store/wk, the highest rate in the chain, at 3.7% waste. |
| CAM | Campus / Hospital | Turkey Club Sandwich | Keep | 1 | Accept | 1 | 0 | Internal records | 3.48 u/store/wk at 5.3% waste. One facing confirmed. |
| CAM | Campus / Hospital | Southwest Chicken Bowl | Keep | 1 | Accept | 1 | 0 | Internal records | 4.61 u/store/wk at 6.5% waste. One facing confirmed. |
| CAM | Campus / Hospital | Hummus Veggie Wrap | Remove | 0 | Reject | 1 | 1 | Internal records + capacity | REINSTATED at 1 facing. Meatless over-indexes in this cluster and Hummus returns $10.31 net per tray slot at 7.1% waste - ahead of Cobb Salad. Adding it back uses the last open slot and takes the cluster to exactly 10.0 of 10.0. |
| CAM | Campus / Hospital | Cobb Salad | Keep | 1 | Accept | 1 | 0 | Internal records | 2.40 u/store/wk, $7.04 net per tray slot. One facing confirmed - the last item to clear the bar. |
| CAM | Campus / Hospital | Egg Salad Croissant | Remove | 0 | Accept | 0 | 0 | Internal records + handoff | Removal confirmed. 1.57 u/store/wk at 18.8% waste. |
| CAM | Campus / Hospital | Turkey Cranberry Sandwich | Remove | 0 | Accept | 0 | 0 | Internal records + signed letter | Removal confirmed. 0.69 u/store/wk at 22.8% waste, no authorised returns. |
| CAM | Campus / Hospital | Caprese Ciabatta | Add | 1 | Accept | 1 | 0 | Internal records + signed letter | Add confirmed at 1 facing. 3.30 u/store/wk at 6.4% waste; five delivery days support the two-day code and the 30% waste credit. |
| CAM | Campus / Hospital | Protein Snack Box | Add | 2 | Accept | 2 | 0 | Internal records + signed letter | Add confirmed at 2 facings. Best pilot read anywhere: 5.60 u/store/wk, 3.4% waste, $20.97 net per tray slot. |
| CAM | Campus / Hospital | Spicy Tuna Sushi Roll | Add | 1 | Reject | 0 | -1 | Signed letter + internal records | REJECTED. Campus pilot samples are excluded from the signed launch commitment - no route, no credit outside Metro Core. Pilot waste 26.1% on a one-day code. |
| HWY | Highway / Travel | Chicken Caesar Wrap | Keep | 1 | Change | 2 | 1 | Internal records + capacity | INCREASED to 2 facings. 4.71 u/store/wk with OOS 0.27 store-days/store/wk - the cluster's replenishment pinch point on three delivery days. Funded by deleting Turkey Cranberry. |
| HWY | Highway / Travel | Turkey Club Sandwich | Keep | 2 | Accept | 2 | 0 | Internal records | Two facings confirmed. Best item in the cluster: 4.73 u/store/wk, 3.7% waste, $17.73 net per tray slot. |
| HWY | Highway / Travel | Southwest Chicken Bowl | Keep | 1 | Accept | 1 | 0 | Internal records | One facing confirmed at 2.17 u/store/wk, but 10.7% waste on three delivery days warrants a lower presentation minimum. |
| HWY | Highway / Travel | Hummus Veggie Wrap | Remove | 0 | Reject | 1 | 1 | Handoff rule + signed letter | REINSTATED at 1 facing - mandatory. Every cluster must keep one credible vegetarian option and Egg Salad may not be the only one. Caprese is barred from Highway by the GreenFork route limit, so Hummus is the only compliant option available. Logged as a managed exception because the two-day code sits against three delivery days with no shrink credit. |
| HWY | Highway / Travel | Cobb Salad | Remove | 0 | Accept | 0 | 0 | Internal records | Removal confirmed. 1.09 u/store/wk at 18.1% waste and only $2.87 net per tray slot on 1.5 slots - the worst space productivity in the cluster. |
| HWY | Highway / Travel | Egg Salad Croissant | Remove | 0 | Accept | 0 | 0 | Internal records + handoff | Removal confirmed. 0.79 u/store/wk at 21.5% waste. |
| HWY | Highway / Travel | Turkey Cranberry Sandwich | Keep | 1 | Reject | 0 | -1 | Handoff rule + signed letter | REJECTED - the proposal keeps a winter seasonal sandwich in Q3. The handoff bars carrying winter items forward to fill space; the EatWell letter authorises no returns or billbacks after 31 Jan; and the data is 1.12 u/store/wk at 22.4% waste, the highest waste rate in the cluster. Its slot funds the second Chicken Caesar facing. |
| HWY | Highway / Travel | Caprese Ciabatta | Add | 1 | Reject | 0 | -1 | Signed letter | REJECTED - not permitted. The GreenFork letter states Highway / Travel is not approved for Caprese route expansion and that expansion requires a new signed routing addendum. There is also no Highway pilot read: the only support is a supplier projection of 2.5 units/store/wk, which the handoff excludes as a demand source. |
| HWY | Highway / Travel | Protein Snack Box | Add | 2 | Change | 1 | -1 | Internal records + handoff | REDUCED to 1 facing. The five-day code is the right structural fit for three delivery days, but 2.72 u/store/wk is the second-weakest pilot read and Highway is told to carry fewer, cleaner choices. One proving facing for four weeks. |
| HWY | Highway / Travel | Spicy Tuna Sushi Roll | Do not add | 0 | Accept | 0 | 0 | Signed letter | Confirmed - do not add. No signed route or credit outside Metro Core, and a one-day code cannot work on three delivery days. |
| RUR | Rural North | Chicken Caesar Wrap | Keep | 1 | Accept | 1 | 0 | Internal records | One facing confirmed. Carries the chain's highest OOS reading (0.33 store-days/store/wk), but on two delivery days that is an order-quantity issue; hold the 0.5 spare slot against the week-4 read. |
| RUR | Rural North | Turkey Club Sandwich | Keep | 2 | Accept | 2 | 0 | Internal records | Two facings confirmed. Cluster's top item at 4.04 u/store/wk and 4.8% waste. |
| RUR | Rural North | Southwest Chicken Bowl | Keep | 1 | Accept | 1 | 0 | Internal records | One facing confirmed, but 19.3% waste is Rural's largest single shrink line. Cut the order minimum for the four weeks and re-decide at the week-4 read. |
| RUR | Rural North | Hummus Veggie Wrap | Remove | 0 | Reject | 1 | 1 | Handoff rule | REINSTATED at 1 facing - mandatory. With Caprese excluded from Rural and Egg Salad deleted, Hummus is the only vegetarian option left. Logged as a managed exception: two-day code against two delivery days, no shrink credit. |
| RUR | Rural North | Cobb Salad | Remove | 0 | Accept | 0 | 0 | Internal records | Removal confirmed. 0.71 u/store/wk at 23.1% waste and $1.74 net per tray slot on 1.5 slots - the worst space productivity in the chain. |
| RUR | Rural North | Egg Salad Croissant | Keep | 1 | Reject | 0 | -1 | Handoff rule + internal records | REJECTED - the proposal keeps it here on a DM comment. It would then be Rural's only vegetarian answer, which the handoff prohibits outright. The data does not support an exception either: 0.72 u/store/wk, 24.3% waste, the highest in the file. |
| RUR | Rural North | Turkey Cranberry Sandwich | Remove | 0 | Accept | 0 | 0 | Internal records + signed letter | Removal confirmed. 0.83 u/store/wk at 21.8% waste, no authorised returns. |
| RUR | Rural North | Caprese Ciabatta | Do not add | 0 | Accept | 0 | 0 | Signed letter | Confirmed - do not add. Rural North is not approved for Caprese route expansion, and a two-day code against two delivery days is unworkable. |
| RUR | Rural North | Protein Snack Box | Add | 2 | Change | 1 | -1 | Internal records + handoff | REDUCED to 1 facing. The five-day code is the best structural fit for a two-delivery cluster, but 1.84 u/store/wk is the weakest pilot read in the chain and Rural is told not to chase volume it cannot turn. Two facings would train stores to over-order. |
| RUR | Rural North | Spicy Tuna Sushi Roll | Do not add | 0 | Accept | 0 | 0 | Signed letter | Confirmed - do not add. No route, no credit, and a one-day code against two delivery days. |
| 303 | Facings: | 43 | 41 | -2 | 305 | ||||
| Decision summary | |||||||||
| 307 | Lines | ||||||||
| Accept | 34 | ||||||||
| Change | 5 | ||||||||
| Reject | 11 | ||||||||
| Total | 50 |
Capacity Check
| Tray Slot Capacity Reconciliation | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Oversized trays consume the slots listed in the item master (Southwest Bowl, Cobb Salad and Sushi = 1.5 slots each). No partial facings. No extra trays assumed. | |||||||||||
| Clus | Cluster | Stores | Del /wk | Tray slots available | Current set slots (1 facing each) | Current over / (under) | Buyer proposal slots | Proposal over / (under) | Recommended slots | Recommended open slots | Reconciliation note |
| MET | Metro Core | 18 | 5 | 12 | 8 | -4 | 12 | 0 | 11.5 | 0.5 | The proposal fills Metro to exactly 12.0 only by giving sushi two facings on an unproven one-day-code item. Cutting sushi to one facing and reinstating Hummus lands at 11.5, leaving a 0.5 slot that is too small for a full facing. Metro is planned against 12.0 slots because the September lease-line change is not approved for July. |
| COM | Commuter Suburban | 26 | 4 | 10 | 8 | -2 | 10.5 | 0.5 | 10 | 0 | Proposal is 0.5 slots over. The revised set lands at exactly 10.0: the second Chicken Caesar facing replaces Caprese and sushi, and Hummus returns in the vegetarian slot. |
| CAM | Campus / Hospital | 11 | 5 | 10 | 8 | -2 | 10.5 | 0.5 | 10 | 0 | Proposal is 0.5 slots over. Deleting the unsigned sushi facing (1.5) creates room for Hummus (1.0) alongside Caprese and lands at exactly 10.0. |
| HWY | Highway / Travel | 15 | 3 | 8 | 8 | 0 | 8.5 | 0.5 | 7.5 | 0.5 | Proposal is 0.5 slots over and includes a route-prohibited item. Deleting Turkey Cranberry, Egg Salad, Cobb Salad and Caprese and trimming Protein Snack Box to one facing funds a second Chicken Caesar facing at 7.5 slots. |
| RUR | Rural North | 14 | 2 | 7 | 8 | 1 | 7.5 | 0.5 | 6.5 | 0.5 | Proposal is 0.5 slots over. Note the current seven-item set already needs 8.0 slots against 7.0 available - Rural has been over-spaced before this reset. The revised five-item set is the first plan that physically fits, at 6.5 slots. |
| 324 | 84 | 47 | 40 | -7 | 49 | 2 | 45.5 | 1.5 | The buyer proposal asks for 2.0 tray slots that do not exist, spread across four of the five clusters. The revised plan fits every cluster with 1.5 slots of deliberate slack. | ||
| Item count per cluster (execution load) | |||||||||||
| Clus | Cluster | Stores | Del /wk | Current items | Proposal items | Recommended items | Change in items | 331 | |||
| MET | Metro Core | 18 | 5 | 7 | 7 | 8 | 1 | One net addition in the cluster that can absorb it - five delivery days. | |||
| COM | Commuter Suburban | 26 | 4 | 7 | 7 | 6 | -1 | One fewer item to order in the largest cluster. | |||
| CAM | Campus / Hospital | 11 | 5 | 7 | 7 | 7 | 0 | Range held flat at seven; the mix improves. | |||
| HWY | Highway / Travel | 15 | 3 | 7 | 6 | 5 | -2 | Two fewer items on three delivery days. | |||
| RUR | Rural North | 14 | 2 | 7 | 5 | 5 | -2 | Two fewer items on two delivery days - the largest execution relief in the chain. |
Financial Summary
| Financial Summary - first four weeks (13 Jul - 9 Aug 2026) | ||||||
|---|---|---|---|---|---|---|
| All figures are chainwide 4-week totals, net of shrink at cost and of signed vendor credits only. Modelled contribution is assortment-driven; see Read Me for the facing-elasticity limitation. | ||||||
| A. Scenario comparison - chainwide, 4 weeks | ||||||
| Scenario | Gross profit $ | Signed allowances $ | Shrink at cost $ | Vendor waste credits $ | NET contribution $ | Basis |
| Current set (7 items x 5 clusters, no change) | 24309.66172 | 0 | -1688.53896 | 36.3561 | 22657.47886 | Baseline. Every cluster ranges the same seven items at one facing each - 8.0 tray slots, which exceeds Rural North's 7.0. |
| Buyer proposal as written | 28796.0606 | 650.2946 | -1846.59252 | 121.5318 | 27721.29448 | Excludes Highway Caprese, which has no internal read. Not executable: 2.0 tray slots over capacity and three lines conflict with signed terms or handoff rules. |
| Recommended set | 28920.37512 | 574.2498 | -1482.31476 | 123.16542 | 28135.47558 | Fits every cluster. Uses only signed credits and route rights. |
| Recommended vs current set | 4610.7134 | 574.2498 | 206.2242 | 86.80932 | 5477.99672 | The reset itself is worth roughly a quarter more net contribution than standing still, while cutting shrink. |
| Recommended vs buyer proposal | 124.31452 | -76.0448 | 364.277760000001 | 1.63362000000001 | 414.181100000002 | The revised plan is worth more than the proposal AND fits the case, on 2.0 fewer tray slots than the proposal asks for. |
| B. Recommended set by cluster - 4 weeks | ||||||
| Cluster | Gross profit $ | Signed allowances $ | Shrink at cost $ | Vendor waste credits $ | NET contribution $ | vs current set $ / vs buyer proposal $ |
| MET - Metro Core | 8624.2968 | 195.5124 | -454.7592 | 87.52212 | 8452.57212 | $2,991 / $476 |
| COM - Commuter Suburban | 8856.78664 | 141.05 | -403.9256 | 17.7606 | 8611.67164 | $1,034 / ($396) |
| CAM - Campus / Hospital | 5089.942 | 144.32 | -222.62372 | 17.8827 | 5029.52098 | $1,341 / $73 |
| HWY - Highway / Travel | 3679.6908 | 57.225 | -201.7308 | 0 | 3535.185 | $82 / $109 |
| RUR - Rural North | 2669.65888 | 36.1424 | -199.27544 | 0 | 2506.52584 | $31 / $152 |
| Chain total | 28920.37512 | 574.2498 | -1482.31476 | 123.16542 | 28135.47558 | $5,478 / $414 |
| C. Bridge - where the recommendation differs from the buyer proposal (4-week net $) | ||||||
| Change | Cluster | Item | Facings: proposal to final | 4-week net $ impact | 362 | |
| Reinstate | MET | Hummus Veggie Wrap | 0 to 1 | 475.90884 | Metro has the tray slot; the Caprese pilot was measured alongside Hummus, so no volume transfer is proven. | |
| Reinstate | COM | Hummus Veggie Wrap | 0 to 1 | 762.25188 | Outperforms Caprese on the cluster's own pilot on both volume and waste. | |
| Reinstate | CAM | Hummus Veggie Wrap | 0 to 1 | 462.92422 | Meatless over-indexes; $10.31 net per tray slot beats Cobb Salad, and the slot exists. | |
| Reinstate | HWY | Hummus Veggie Wrap | 0 to 1 | 297.3492 | Mandatory vegetarian option - Caprese is route-barred here and Egg Salad cannot stand alone. | |
| Reinstate | RUR | Hummus Veggie Wrap | 0 to 1 | 252.29064 | Mandatory vegetarian option - the only compliant choice left in Rural. | |
| Reject | COM | Caprese Ciabatta | 1 to 0 | -734.56136 | 16.4% pilot waste against Hummus at 8.7%; the gain reverses in week 5 when the allowance ends. | |
| Reject | COM | Spicy Tuna Sushi Roll | 1 to 0 | -423.3476 | No signed route or credit outside Metro Core. 32.5% waste, 63.5% sell-through. | |
| Reject | CAM | Spicy Tuna Sushi Roll | 1 to 0 | -390.115 | No signed route or credit outside Metro Core. 26.1% waste on a one-day code. | |
| Reject | HWY | Turkey Cranberry Sandwich | 1 to 0 | -188.175 | Winter seasonal carried into Q3 with no authorised returns and 22.4% waste. | |
| Reject | RUR | Egg Salad Croissant | 1 to 0 | -100.34472 | Would be Rural's only vegetarian answer, which the handoff prohibits. 24.3% waste. | |
| 376 | 414.1811 | 377 | ||||
| D. Shrink - the reason for the reset | ||||||
| Scenario | Waste units (4 wks) | Waste at cost $ | Signed vendor credits $ | NET shrink $ | vs current set | Comment |
| Current set | 583.036 | 1688.53896 | 36.3561 | 1652.18286 | - | 582 units of prepared food thrown away in four weeks, almost entirely uncredited. |
| Buyer proposal | 562.296 | 1846.59252 | 121.5318 | 1725.06072 | 72.8778600000005 | Shrink goes UP: sushi and Caprese are added into clusters where their pilot waste ran 16-33%. |
| Recommended set | 484.152 | 1482.31476 | 123.16542 | 1359.14934 | -293.03352 | Deleting Egg Salad, Turkey Cranberry and two Cobb Salad placements takes out the highest-waste lines in the file. |
| E. Signed launch support - earned, and cap headroom | ||||||
| Programme | Scanned units, 4 wks | Six-week run rate | Signed cap (units) | Allowance earned, 4 wks $ | Cap binding? | Note |
| GreenFork Caprese - $0.40/unit, 13 Jul - 9 Aug | 373.224 | 559.836 | 5500 | 149.2896 | No - 90% headroom | Earned in Metro Core and Campus / Hospital only. The cap is nowhere near binding, so the narrowed launch is not leaving allowance on the table for cap reasons - Commuter Suburban is excluded because the item loses to Hummus there, not because of the cap. |
| Urban Spoon Protein Snack Box - $0.35/unit, first 6 weeks | 1214.172 | 1821.258 | 8000 | 424.9602 | No - 77% headroom | Earned in all five clusters. Routes cover the whole chain on existing cadence, so there is no route risk on this launch. |
| Sakura sushi - 50% waste credit, Metro route M-11, through 16 Aug | 227.016 | 58.05 | n/a | No scan allowance is signed. Support is a waste credit only, and only on route M-11. Shown at all 18 Metro stores as a ceiling - see the sensitivity below. | ||
| F. Metro sushi sensitivity - the plan scales with the route M-11 store list, which is not in the supplied files | ||||||
| Metro stores on route M-11 | Units, 4 wks | Waste units, 4 wks | Sakura 50% credit $ | NET contribution, 4 wks $ | 331 | |
| 4 | 50.448 | 6 | 12.9 | 274.14912 | Scale of the smallest pilot footprint in the file (Campus). | |
| 9 | 113.508 | 13.5 | 29.025 | 616.83552 | The Metro pilot footprint - the only sushi read Blue Mesa actually has. | |
| 12 | 151.344 | 18 | 38.7 | 822.44736 | Two thirds of Metro. | |
| 18 | 227.016 | 27 | 58.05 | 1233.67104 | All of Metro Core. Ceiling case; assumes every Metro store is on route M-11. | |
| Case-pack test | Signed terms: one-day code, daily delivery, do not hold over, case pack 12. The Metro pilot sold 3.15 units per store per week, about 0.63 per store per delivery day, on receipts of roughly 3.75 units per store per week - so the pilot was supplied with SPLIT cases. One unsplit 12-unit case per store per delivery day would strand about 11 units a day. Sushi must not be released until Sakura confirms split-case daily delivery in writing. | |||||
| G. Week 5 onward - what happens when the launch allowances end | ||||||
| Cluster / decision | Hummus net $/store/wk | Caprese net $/store/wk | Difference | 331 | ||
| MET - Metro Core | 6.609845 | 11.68599 | 5.076145 | Caprese wins clearly even without support. Trade-up confirmed; both items carried while the slot exists. | ||
| COM - Commuter Suburban | 7.329345 | 6.33189 | -0.997454999999999 | Hummus wins on the steady-state run rate. The proposal's Commuter Caprese gain is allowance-funded and reverses in week 5. | ||
| CAM - Campus / Hospital | 10.521005 | 12.34875 | 1.827745 | Caprese wins, but Hummus is strong enough in this cluster to keep alongside it. | ||
| Excludes the $0.40/unit Caprese allowance, which ends 9 Aug. Highway and Rural are not shown: Caprese is route-barred there. |
Execution Risks & Gates
| Execution Risks, Open Gates and the Week-4 Read | |||||
|---|---|---|---|---|---|
| Items marked GATE must be closed before the planogram is released to Space Planning and field operations. | |||||
| # | Severity | Risk / open item | What could go wrong | Action and owner | Status |
| 1 | GATE - High | Route M-11 store list is not in the supplied files | The Sakura letter limits daily service and the 50% waste credit to Metro Core stores on route M-11. If fewer than 18 Metro stores are on that route, any store off it would receive a one-day-code item with no daily delivery and no credit - guaranteed shrink and a service failure in the flagship cluster. | Obtain the M-11 store list from Sakura before release. Build Metro as one planogram with the sushi position flagged route-restricted, so off-route stores simply run 10.0 of 12.0 slots. Owner: Category Planning with Space Planning. Do not release Metro until the list is in hand. | Open - blocks release |
| 2 | GATE - High | Sushi case pack 12 against a one-day code | Signed terms require daily delivery, no hold-over, and state a case pack of 12. Metro demand is about 0.63 units per store per delivery day. If Sakura ships unsplit cases, roughly 11 units per store per day are stranded and the 50% credit covers only half the cost. The pilot ran on receipts of about 3.75 units per store per week, so it was already being split. | Get written confirmation from Sakura that route M-11 delivers split cases at store level for the reset. No confirmation, no sushi - hold the 1.5 slots open and re-read at week 4. Owner: Category Planning with Replenishment. | Open - blocks sushi only |
| 3 | High | Hummus is a two-day code in Highway (3 deliveries) and Rural (2 deliveries) | This breaks the handoff guidance that two-day-code items are a poor fit below four delivery days. It is unavoidable: the vegetarian requirement is mandatory, Caprese is route-barred in both clusters under the signed GreenFork letter, and Egg Salad may not be a cluster's only vegetarian answer. Waste already runs 15.5% in Highway and 18.1% in Rural, with no GreenFork credit because both are below the four-day credit threshold. | Accept as a managed exception, documented here. Hold to one facing, cut the presentation minimum to the lowest that keeps the facing full on delivery day, and monitor weekly. Ask GreenFork at the next line review for a signed routing addendum plus credit eligibility for Highway and Rural, or for a longer-code vegetarian item. Owner: Senior Merchant. | Accepted exception |
| 4 | Medium | Two new items launching at once in Metro Core | Metro takes Protein Snack Box, Caprese and (route permitting) sushi in the same week, in the cluster stores already say is hard to recover after the noon rush. | Metro is planned to 11.5 of 12.0 tray slots so there is recovery room, and sushi is limited to one facing. Brief Metro stores on the sushi day-code rule specifically. Owner: Field Operations. | Mitigated in plan |
| 5 | Medium | Southwest Chicken Bowl waste in Rural North (19.3%) and Highway (10.7%) | The bowl is a core item on 1.5 tray slots with a three-day code; in a two-delivery cluster it is Rural's single largest shrink line at about $64 of net shrink over four weeks - roughly a third of that cluster's total. | Keep the facing for the four weeks but cut the order minimum in Rural and Highway, then re-decide at the week-4 read. Delisting a core bowl mid-reset is a bigger call than this reset needs. Owner: Replenishment with Category Planning. | Action assigned |
| 6 | Medium | Chicken Caesar out-of-stocks in Rural North (0.33 store-days per store per week, the highest reading in the file) | On two delivery days this is an order-quantity gap rather than a facing gap; adding a facing without fixing the order would just hold more stock against the same delivery window. | Rural is planned at 6.5 of 7.0 slots, so the 0.5 slot is available if the week-4 read still shows out-of-stocks after the order minimum is raised. Owner: Replenishment. | Monitored |
| 7 | Medium | Store and DM expectations set by the proposal | The proposal circulated with comments promising Egg Salad in Rural and a winter Turkey Cranberry slot in Highway. Both are rejected here, and Hummus is reinstated in five clusters after being listed for removal. | Communicate the changes with the reasons before the planogram lands, not after. The Proposal Reconciliation tab is written to be sent as-is. Owner: Senior Merchant with the DM team. | Communication required |
| 8 | Low | Allowance caps | Neither the 5,500-unit GreenFork cap nor the 8,000-unit Urban Spoon cap is close to binding at the recommended footprint (about 10% and 23% of cap on a six-week run rate). | No action. Recorded so the narrowed Caprese launch is not misread as a cap constraint. Owner: Category Planning. | No action |
| 9 | Low | Metro Core September lease-line change | If the extra trays are assumed early, the July planogram will not fit the live case. | Metro is planned against 12.0 tray slots. Revisit only when the lease-line change is approved. Owner: Space Planning. | Excluded by design |
| Week-4 read - the decisions this plan deliberately defers | |||||
| 1. Metro Core and Campus / Hospital: does Caprese hold its pilot rate once the $0.40/unit allowance ends on 9 Aug? If yes, drop Hummus in those two clusters and release the slot. If no, drop Caprese. | |||||
| 2. Highway / Travel and Rural North: does Protein Snack Box earn a second facing on its own trading, without the allowance? | |||||
| 3. Rural North: has the Southwest Chicken Bowl order-minimum change brought waste below 15%? If not, delist and reallocate 1.5 slots. | |||||
| 4. Metro Core: if sushi cleared both gates, is it holding above 3.0 units per store per week at under 12% waste on route M-11? The Sakura waste credit ends 16 Aug, one week after the window. | |||||
| 5. Rural North and Highway / Travel: is the reserved 0.5 tray slot needed for a second Chicken Caesar facing? |
User prompt → 163 turns · 97 tool calls → final responseclaude-code
114 of 163 turns are kept here; the rest were cut to fit the trajectory's byte budget, and each cut is marked where it fell.
1userYou are a category planning analyst at Blue Mesa Market, an 84-store convenience/grocery retailer. The prepared-foods me…
You are a category planning analyst at Blue Mesa Market, an 84-store convenience/grocery retailer. The prepared-foods merchant has asked you to review a July reset proposal for the refrigerated grab-and-go case before it is released to Space Planning and field operations. The proposal came out of vendor line reviews and includes several new items, but the case is capacity-constrained and the first four weeks of the reset must work with the delivery network that is already signed.
Using the attached materials, decide which proposed item and cluster changes should be accepted, changed, or rejected for the first four weeks of the reset. Your recommendation should protect lunch traffic and gross profit while reducing avoidable shrink and avoiding store-level execution problems. The senior merchant needs a practical decision, not a theory memo: identify the highest-risk parts of the proposal, state the revised cluster-level assortment, and show the supporting economics and capacity reconciliation.
Work only from the attached materials. Treat the merchant handoff as authoritative for business rules and trust hierarchy. Treat internal sales, waste, and inventory records as the demand signal; do not rely on supplier projections or proposal comments as proof of demand. Treat signed vendor offer letters as authoritative for credits, route eligibility, and launch support. Do not invent additional case capacity, delivery days, vendor credits, or substitute items that are not in the files. Where the proposal conflicts with the handoff, internal records, or signed terms, explain the conflict and resolve it using the more authoritative source.
Produce the following deliverables in
/workspace/output/:grab_go_reset_memo.docx- a merchant-facing memo with the revised reset recommendation, the major proposal changes, business rationale, and execution risks.reset_decision_workbook.xlsx- a supporting workbook showing the cluster-level final decisions, item economics, pro
… 67 more characters in the raw trajectory.
2I'll start by surveying the attached materials.20k
I'll start by surveying the attached materials.
3Bash1
Tool execution only — no assistant text
Bashfind /workspace -type f -not -path "*/node_modules/*" -not -path "*/.git/*" | head -100 && echo "---" && ls -la /workspace (+description)
Arguments
List 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 01:08 .. drwxr-xr-x 1 root root 4096 Aug 20 01:07 data [stdout] /workspace/data/buyer_reset_proposal.csv /workspace/data/item_master_unit_economics.csv /workspace/data/merchant_handoff_prepared_foods.docx /workspace/data/signed_vendor_offer_letters.pdf /workspace/data/store_cluster_capacity.csv /workspace/data/weekly_pos_inventory_waste.csv --- total 12 drwxr-xr-x 1 root root 4096 Aug 20 01:07 . drwxr-xr-x 1 root root 4096 Aug 20 01:08 .. 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
… 4,236 more characters of output in the raw trajectory.
6Bash1
Tool execution only — no assistant text
Bashls -la && file * 2>/dev/null; python3 -c "import docx, openpyxl, pypdf; print('libs ok')" 2>&1 | tail -2 (+description)
Arguments
Check file types and libraries
ls -la && file * 2>/dev/null; python3 -c "import docx, openpyxl, pypdf; print('libs ok')" 2>&1 | tail -2Output
total 92 drwxr-xr-x 1 root root 4096 Aug 20 01:07 . drwxr-xr-x 1 root root 4096 Aug 20 01:07 .. -rw-r--r-- 1 root root 5628 Aug 19 23:31 buyer_reset_proposal.csv -rw-r--r-- 1 root root 1291 Aug 19 23:31 item_master_unit_economics.csv -rw-r--r-- 1 root root 38588 Aug 19 23:31 merchant_handoff_prepared_foods.docx -rw-r--r-- 1 root root 4796 Aug 19 23:31 signed_vendor_offer_letters.pdf -rw-r--r-- 1 root root 833 Aug 19 23:31 store_cluster_capacity.csv -rw-r--r-- 1 root root 33578 Aug 19 23:31 weekly_pos_inventory_waste.csv libs ok [stdout] total 92 drwxr-xr-x 1 root root 4096 Aug 20 01:07 . drwxr-xr-x 1 root root 4096 Aug 20 01:07 .. -rw-r--r-- 1 root root 5628 Aug 19 23:31 buyer_reset_proposal.csv -rw-r--r-- 1 root root 1291 Aug 19 23:31 item_master_unit_economics.csv -rw-r--r-- 1 root root 38588 Aug 19 23:31 merchant_handoff_prepared_foods.docx -rw-r--r-- 1 root root 4796 Aug 19 23:31 signed_vendor_offer_letters.pdf -rw-r--r-- 1 root root 833 Aug 19 23:31 store_cluster_ca
… 130 more characters of output in the raw trajectory.
8Bash23k1
Tool execution only — no assistant text
Bashpython3 -c " import docx d = docx.Document('merchant_handoff_prepared_foods.docx') from docx.table import Table from docx.text.paragraph import Paragraph body = d.element.body def iter_blocks(parent): for child in parent.iterchildren(): if child.tag.endswith('}p'): yield Paragraph(child, d) elif child.tag.endswith('}tbl'): yield Table(child, d) for b in iter_blocks(body): if isinstance(b, Paragraph): t=b.text.strip() if t: print(f'[{b.style.name}] {t}') else: print('--- TABLE ---')
Arguments
python3 -c " import docx d = docx.Document('merchant_handoff_prepared_foods.docx') from docx.table import Table from docx.text.paragraph import Paragraph body = d.element.body def iter_blocks(parent): for child in parent.iterchildren(): if child.tag.endswith('}p'): yield Paragraph(child, d) elif child.tag.endswith('}tbl'): yield Table(child, d) for b in iter_blocks(body): if isinstance(b, Paragraph): t=b.text.strip() if t: print(f'[{b.style.name}] {t}') else: print('--- TABLE ---')… 175 more characters of arguments in the raw trajectory.
Output
[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
… 6,150 more characters of output in the raw trajectory.
10Bash25k1
Tool execution only — no assistant text
Bash(pdftotext -layout signed_vendor_offer_letters.pdf - 2>/dev/null || python3 -c " import pypdf r=pypdf.PdfReader('signed_vendor_offer_letters.pdf') for i,p in enumerate(r.pages): print(f'===== PAGE {i+1} ====='); print(p.extract_text()) ") (+description)
Arguments
Extract vendor offer letters PDF
(pdftotext -layout signed_vendor_offer_letters.pdf - 2>/dev/null || python3 -c " import pypdf r=pypdf.PdfReader('signed_vendor_offer_letters.pdf') for i,p in enumerate(r.pages): print(f'===== PAGE {i+1} ====='); print(p.extract_text()) ")Output
Signed Vendor Offer Letters - Prepared Foods Q3 2026 Blue Mesa Market internal copy. These are the signed terms that supersede informal proposal notes. GreenFork Kitchen Signed June 5, 2026 by M. Patel, GreenFork Kitchen Term Signed language Covered items GGS-5MTC Hummus Veggie Wrap; GGS-3RZA Caprese Ciabatta Launch support $0.40 per scanned unit on GGS-3RZA receipts dated July 13-August 9, capped at 5,500 scanned units. Shrink credit 30% credit on documented waste units for covered GreenFork items only in stores receiving GreenFork delivery at least four days per week. Route limits Highway / Travel and Rural North are not approved for Caprese route expansion under this letter. Future expansion requires a new signed routing addendum. Service note GreenFork products carry a two-day code at store receipt. Urban Spoon Signed June 6, 2026… 5,210 more characters of output in the raw trajectory.
12Read26k1
Tool execution only — no assistant text
Read/workspace/data/buyer_reset_proposal.csv
Arguments
/workspace/data/buyer_reset_proposal.csv
Output
1 proposal_date,cluster_code,cluster_name,sku,item,proposed_action,proposed_facings,buyer_comment,supplier_projection_units_per_store_week 2 2026-06-12,MET,Metro Core,GGS-84QJ,Chicken Caesar Wrap,Keep,2,, 3 2026-06-12,MET,Metro Core,GGS-2VWK,Turkey Club Sandwich,Keep,1,, 4 2026-06-12,MET,Metro Core,GGS-9PQL,Southwest Chicken Bowl,Keep,1,, 5 2026-06-12,MET,Metro Core,GGS-5MTC,Hummus Veggie Wrap,Remove,0,Buyer proposal removes this to make room for the Caprese launch., 6 2026-06-12,MET,Metro Core,GGS-7DNL,Cobb Salad,Keep,1,, 7 2026-06-12,MET,Metro Core,GGS-1KFV,Egg Salad Croissant,Remove,0,Rural DM says some regulars still ask for it., 8 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., 9 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 10 2026-06-12,MET,Metro Core,GGS-6BGH,Protein Snack Box,Add,2,Merchant liked long code da
… 10,511 more characters of output in the raw trajectory.
13Read1
Tool execution only — no assistant text
Read/workspace/data/item_master_unit_economics.csv
Arguments
/workspace/data/item_master_unit_economics.csv
Output
1 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 2 GGS-84QJ,Chicken Caesar Wrap,Current,EatWell Foods,Core wrap,Meat,3,12,1.0,5.99,2.38,1,2024-03-18,Yes 3 GGS-2VWK,Turkey Club Sandwich,Current,EatWell Foods,Core sandwich,Meat,3,10,1.0,6.49,2.64,1,2023-08-07,Yes 4 GGS-9PQL,Southwest Chicken Bowl,Current,Urban Spoon,Bowl meal,Meat,3,8,1.5,7.99,3.45,1,2024-09-09,Yes 5 GGS-5MTC,Hummus Veggie Wrap,Current,GreenFork Kitchen,Vegetarian lunch,Vegetarian,2,8,1.0,6.29,2.75,1,2023-05-01,No 6 GGS-7DNL,Cobb Salad,Current,FreshPack Deli,Salad meal,Meat,3,6,1.5,8.49,3.72,1,2024-01-22,No 7 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 8 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 9 GGS-3RZA,Caprese Ciabatta,Candidate,GreenFork Kitchen,Veget
… 1,763 more characters of output in the raw trajectory.
14Read1
Tool execution only — no assistant text
Read/workspace/data/store_cluster_capacity.csv
Arguments
/workspace/data/store_cluster_capacity.csv
Output
1 cluster_code,cluster_name,store_count,deliveries_per_week,tray_slots_available,extra_tray_project,notes 2 MET,Metro Core,18,5,12.0,Pending September lease-line change; not approved for July reset,Dense lunch traffic; daily prepared-food replenishment except Sunday. 3 COM,Commuter Suburban,26,4,10.0,No incremental tray capacity this reset,Office parks and commuter corridors; strongest weekday lunch. 4 CAM,Campus / Hospital,11,5,10.0,No incremental tray capacity this reset,Late lunch and evening snack missions; meatless options over-index. 5 HWY,Highway / Travel,15,3,8.0,No incremental tray capacity this reset,Fewer delivery touches; travel purchase pattern favors familiar sandwiches. 6 RUR,Rural North,14,2,7.0,No incremental tray capacity this reset,Long delivery gap and highest transfer cost; do not chase low-repeat novelty. 7 [metadata] type: text file: filePath: /workspace/data/store_cluster_capacity.csv content: cluster_code,cluster_name,store_count,deliveries_pe
… 833 more characters of output in the raw trajectory.
16Bash34k1
Tool execution only — no assistant text
Bashpython3 -c " import pandas as pd pd.set_option('display.width',250); pd.set_option('display.max_rows',400) d=pd.read_csv('weekly_pos_inventory_waste.csv') print(d.dtypes) print('weeks:', sorted(d.week_start.unique())) print('range_types:', d.range_type.unique()) print(d.groupby(['range_type']).size()) print() print(pd.crosstab([d.sku,d.item],[d.cluster_code,d.range_type])) " (+description)
Arguments
Survey POS data structure
python3 -c " import pandas as pd pd.set_option('display.width',250); pd.set_option('display.max_rows',400) d=pd.read_csv('weekly_pos_inventory_waste.csv') print(d.dtypes) print('weeks:', sorted(d.week_start.unique())) print('range_types:', d.range_type.unique()) print(d.groupby(['range_type']).size()) print() print(pd.crosstab([d.sku,d.item],[d.cluster_code,d.range_type])) "Output
week_start object cluster_code object cluster_name object sku object item object range_type object stores_ranged int64 net_sales_units int64 waste_units int64 oos_store_days float64 receipts_units int64 ending_on_hand_units int64 dtype: object 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 cluster_code CAM ... RUR range_type Controlled pilot ... Current set sku item ... GGS-1KFV Egg Salad Croissant 0 ... 8 GGS-2VWK Turkey Club Sandwich 0 ... 8 GGS-3RZA Caprese
… 2,168 more characters of output in the raw trajectory.
18Bash35k1
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.max_columns',50) d=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') im['gp']=im.retail_price-im.unit_cost g=d.groupby(['cluster_code','sku','item','range_type'],as_index=False).agg( wks=('week_start','nunique'), stores=('stores_ranged','mean'), sales=('net_sales_units','sum'), waste=('waste_units','sum'), oos=('oos_store_days','sum'), rc
Arguments
python3 << 'EOF' import pandas as pd pd.set_option('display.width',250); pd.set_option('display.max_rows',400); pd.set_option('display.max_columns',50) d=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') im['gp']=im.retail_price-im.unit_cost g=d.groupby(['cluster_code','sku','item','range_type'],as_index=False).agg( wks=('week_start','nunique'), stores=('stores_ranged','mean'), sales=('net_sales_units','sum'), waste=('waste_units','sum'), oos=('oos_store_days','sum'), rc… 1,387 more characters of arguments in the raw trajectory.
Output
===== MET Metro Core | stores=18 deliv/wk=5 trays=12.0 ===== sku item range_type stores shelf_life_days tray_slots_per_facing spw wpw waste_pct sell_thru oos_pw gp gp_spw shrink_spw net_spw net_per_tray GGS-84QJ Chicken Caesar Wrap Current set 18.0 3 1.0 5.50 0.28 4.9 93.7 0.25 3.61 19.86 0.67 19.19 19.19 GGS-6BGH Protein Snack Box Controlled pilot 9.0 5 1.0 4.14 0.11 2.6 92.8 0.28 3.85 15.94 0.32 15.62 15.62 GGS-9PQL Southwest Chicken Bowl Current set 18.0 3 1.5 4.51 0.32 6.6 93.4 0.16 4.54 20.48 1.10 19.38 12.92 GGS-2VWK Turkey Club Sandwich Current set 18.0 3 1.0 3.09 0.12 3.9 98.5 0.05 3.85 11.90 0.32 11.58 11.58… 18,880 more characters of output in the raw trajectory.
20Materials are clear. Let me check pilot trends and validate the capacity math.61k
Materials are clear. Let me check pilot trends and validate the capacity math.
21Bash1
Tool execution only — no assistant text
Bashpython3 << 'EOF' import pandas as pd pd.set_option('display.width',250); pd.set_option('display.max_columns',60) d=pd.read_csv('weekly_pos_inventory_waste.csv') p=d[d.range_type=='Controlled pilot'] for sku in ['GGS-3RZA','GGS-6BGH','GGS-8XUY']: s=p[p.sku==sku].copy() s['spw']=(s.net_sales_units/s.stores_ranged).round(2) s['wpct']=(s.waste_units/(s.net_sales_units+s.waste_units)*100).round(1) print('=====',sku, s.item.iloc[0],'=====') print(s.pivot_table(index='week_start',columns='cluster_code',values=['spw','wpct']).to_string()) print('pilot sto
Arguments
python3 << 'EOF' import pandas as pd pd.set_option('display.width',250); pd.set_option('display.max_columns',60) d=pd.read_csv('weekly_pos_inventory_waste.csv') p=d[d.range_type=='Controlled pilot'] for sku in ['GGS-3RZA','GGS-6BGH','GGS-8XUY']: s=p[p.sku==sku].copy() s['spw']=(s.net_sales_units/s.stores_ranged).round(2) s['wpct']=(s.waste_units/(s.net_sales_units+s.waste_units)*100).round(1) print('=====',sku, s.item.iloc[0],'=====') print(s.pivot_table(index='week_start',columns='cluster_code',values=['spw','wpct']).to_string()) print('pilot sto… 538 more characters of arguments in the raw trajectory.
Output
===== GGS-3RZA Caprese Ciabatta ===== spw wpct cluster_code CAM COM MET CAM COM MET week_start 2026-04-06 2.8 1.75 2.78 6.7 12.5 7.4 2026-04-13 3.2 2.00 3.33 5.9 15.8 9.1 2026-04-20 3.4 1.88 3.22 5.6 21.1 6.5 2026-04-27 4.0 1.75 3.22 9.1 12.5 6.5 2026-05-04 3.4 1.88 3.00 5.6 16.7 10.0 2026-05-11 3.0 1.88 3.33 6.2 16.7 9.1 2026-05-18 3.6 1.62 3.44 5.3 18.8 8.8 2026-05-25 3.0 1.88 3.00 6.2 16.7 10.0 pilot stores by cluster: {'CAM': {'min': 5, 'max': 5}, 'COM': {'min': 8, 'max': 8}, 'MET': {'min': 9, 'max': 9}} ===== GGS-6BGH Protein Snack Box ===== spw wpct cluster_code CAM COM HWY MET RUR CAM COM HWY MET RUR week_start 2026-04-06 4.8 3.62 3.0 3.67 2.00 4.0 3.3 6.2 2.9 0.0 2026-04-13 5.6 4.12… 6,586 more characters of output in the raw trajectory.
23Pilot reads are flat over 8 weeks, and pilot stores carried the full current set plus the candidates — so all candidate…73k
Pilot reads are flat over 8 weeks, and pilot stores carried the full current set plus the candidates — so all candidate reads are incremental, not swap-tested. Now the economics model.
24Bash1
Tool execution only — no assistant text
Bashmkdir -p /workspace/output /workspace/work && cat > /workspace/work/analysis.py << 'PYEOF' import pandas as pd, json D='/workspace/data/' pos=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') im['gp']=(im.retail_price-im.unit_cost).round(2) WEEKS=4 CL=['MET','COM','CAM','HWY','RUR'] capd=cap.set_index('cluster_code') # ---- demand signal: 8-week internal read, per store per week ---- g=pos.groupby(['cluster_code','sku','range
Arguments
mkdir -p /workspace/output /workspace/work && cat > /workspace/work/analysis.py << 'PYEOF' import pandas as pd, json D='/workspace/data/' pos=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') im['gp']=(im.retail_price-im.unit_cost).round(2) WEEKS=4 CL=['MET','COM','CAM','HWY','RUR'] capd=cap.set_index('cluster_code') # ---- demand signal: 8-week internal read, per store per week ---- g=pos.groupby(['cluster_code','sku','range… 5,039 more characters of arguments in the raw trajectory.
Output
--- CURRENT: modeled 4-week net GP after shrink & signed credits = $22,655 ; trays used by cluster: {'MET': 8.0, 'COM': 8.0, 'CAM': 8.0, 'HWY': 8.0, 'RUR': 8.0} | unmodeled cells: [] --- PROPOSAL: modeled 4-week net GP after shrink & signed credits = $27,720 ; trays used by cluster: {'MET': 12.0, 'COM': 10.5, 'CAM': 10.5, 'HWY': 8.5, 'RUR': 7.5} | unmodeled cells: [('HWY', 'Caprese Ciabatta')] --- RECOMMENDED: modeled 4-week net GP after shrink & signed credits = $28,134 ; trays used by cluster: {'MET': 11.5, 'COM': 10.0, 'CAM': 10.0, 'HWY': 7.5, 'RUR': 6.5} | unmodeled cells: [] cluster stores deliv avail prop_trays prop_over rec_trays rec_open cur_trays MET 18 5 12.0 12.0 0.0 11.5 0.5 8.0 COM 26 4 10.0 10.5 0.5 10.0 0.0 8.0 CAM 11 5 10.0 10.5 0.5 10.0 0.0 8.0 HWY 15 3 8.0 8.5 0.5… 1,268 more characters of output in the raw trajectory.
26Key finding: the current 7-item set at one facing each needs 8.0 trays — Rural North only has 7.0, so it's already over…77k
Key finding: the current 7-item set at one facing each needs 8.0 trays — Rural North only has 7.0, so it's already over capacity today. Let me build the full decomposition.
27Bash1
Tool execution only — no assistant text
Bashcat >> /workspace/work/analysis.py << 'PYEOF' print('\n================ DELTA BRIDGE: Recommended vs Proposal (4-wk net $) ================') pk=pro.set_index(['cluster_code','sku']); rk=rec.set_index(['cluster_code','sku']) allk=sorted(set(pk.index)|set(rk.index)) br=[] for k in allk: pn=pk.net_4wk.get(k); rn=rk.net_4wk.get(k) pf=pk.facings.get(k,0); rf=rk.facings.get(k,0) nm=(pk.item.get(k) if k in pk.index else rk.item.get(k)) if (pd.isna(pn) if pn is not None else True) or (pn is None): pn=0 if k not in pk.index else None br.append(dict(cluster=
Arguments
cat >> /workspace/work/analysis.py << 'PYEOF' print('\n================ DELTA BRIDGE: Recommended vs Proposal (4-wk net $) ================') pk=pro.set_index(['cluster_code','sku']); rk=rec.set_index(['cluster_code','sku']) allk=sorted(set(pk.index)|set(rk.index)) br=[] for k in allk: pn=pk.net_4wk.get(k); rn=rk.net_4wk.get(k) pf=pk.facings.get(k,0); rf=rk.facings.get(k,0) nm=(pk.item.get(k) if k in pk.index else rk.item.get(k)) if (pd.isna(pn) if pn is not None else True) or (pn is None): pn=0 if k not in pk.index else None br.append(dict(cluster=… 2,985 more characters of arguments in the raw trajectory.
Output
--- CURRENT: modeled 4-week net GP after shrink & signed credits = $22,655 ; trays used by cluster: {'MET': 8.0, 'COM': 8.0, 'CAM': 8.0, 'HWY': 8.0, 'RUR': 8.0} | unmodeled cells: [] --- PROPOSAL: modeled 4-week net GP after shrink & signed credits = $27,720 ; trays used by cluster: {'MET': 12.0, 'COM': 10.5, 'CAM': 10.5, 'HWY': 8.5, 'RUR': 7.5} | unmodeled cells: [('HWY', 'Caprese Ciabatta')] --- RECOMMENDED: modeled 4-week net GP after shrink & signed credits = $28,134 ; trays used by cluster: {'MET': 11.5, 'COM': 10.0, 'CAM': 10.0, 'HWY': 7.5, 'RUR': 6.5} | unmodeled cells: [] cluster stores deliv avail prop_trays prop_over rec_trays rec_open cur_trays MET 18 5 12.0 12.0 0.0 11.5 0.5 8.0 COM 26 4 10.0 10.5 0.5 10.0 0.0 8.0 CAM 11 5 10.0 10.5 0.5 10.0 0.0 8.0 HWY 15 3 8.0 8.5 0.5… 10,056 more characters of output in the raw trajectory.
29Bash83k1
Tool execution only — no assistant text
Bashcat >> /workspace/work/analysis.py << 'PYEOF' print('\n================ STEADY STATE: week 5+ weekly net $/store (allowances expired) ================') def ss(cc,sku): s=S.get((cc,sku)); wc=waste_credit(sku,cc) return None if s is None else round(s.spw*s.gp - s.wpw*s.unit_cost*(1-wc),2) for cc in CL: print(cc, {im.set_index('sku').loc[k,'item'][:14]:ss(cc,k) for k in ['GGS-5MTC','GGS-3RZA'] if ss(cc,k) is not None}) print('COM week5+: Hummus $%.2f vs Caprese $%.2f/store/wk -> proposal reverses to a LOSS of $%.0f/wk across 26 stores' %(ss('COM','GGS-5M
Arguments
cat >> /workspace/work/analysis.py << 'PYEOF' print('\n================ STEADY STATE: week 5+ weekly net $/store (allowances expired) ================') def ss(cc,sku): s=S.get((cc,sku)); wc=waste_credit(sku,cc) return None if s is None else round(s.spw*s.gp - s.wpw*s.unit_cost*(1-wc),2) for cc in CL: print(cc, {im.set_index('sku').loc[k,'item'][:14]:ss(cc,k) for k in ['GGS-5MTC','GGS-3RZA'] if ss(cc,k) is not None}) print('COM week5+: Hummus $%.2f vs Caprese $%.2f/store/wk -> proposal reverses to a LOSS of $%.0f/wk across 26 stores' %(ss('COM','GGS-5M… 2,143 more characters of arguments in the raw trajectory.
Output
CAM 7 10.0 1288.0 5090.0 144.0 -222.0 18.0 5029.0 10.0 0.0 4956.0 3688.0 1341.0 73.0 HWY 5 7.5 958.0 3679.0 57.0 -202.0 0.0 3534.0 8.0 0.5 3425.0 3452.0 82.0 109.0 RUR 5 6.5 699.0 2669.0 36.0 -199.0 0.0 2506.0 7.0 0.5 2354.0 2475.0 31.0 152.0 ================ STEADY STATE: week 5+ weekly net $/store (allowances expired) ================ MET {'Hummus Veggie ': 6.61, 'Caprese Ciabat': 11.69} COM {'Hummus Veggie ': 7.33, 'Caprese Ciabat': 6.33} CAM {'Hummus Veggie ': 10.52, 'Caprese Ciabat': 12.35} HWY {'Hummus Veggie ': 4.96} RUR {'Hummus Veggie ': 4.5} COM week5+: Hummus $7.33 vs Caprese $6.33/store/wk -> proposal reverses to a LOSS of $26/wk across 26 stores ================ CLUSTER SHRINK (4wk, net of credits) ================ Current {'MET': 345, 'COM': 493, 'CAM': 219, 'HWY': 309, 'RUR': 286} TOTAL 1652 Proposal {'MET': 344, 'COM': 667, 'CAM': 326,… 3,828 more characters of output in the raw trajectory.
31Analysis is complete and internally consistent. Now let me build the deliverables.85k
Analysis is complete and internally consistent. Now let me build the deliverables.
32user{"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.
33Skill1
Tool execution only — no assistant text
Skillxlsx
Arguments
xlsx
Output
Launching skill: xlsx [metadata] success: true commandName: xlsx
35Bash92k1
Tool execution only — no assistant text
Bashcd /workspace/work && python3 << 'EOF' import pandas as pd pos=pd.read_csv('/workspace/data/weekly_pos_inventory_waste.csv'); im=pd.read_csv('/workspace/data/item_master_unit_economics.csv') cap=pd.read_csv('/workspace/data/store_cluster_capacity.csv') g=pos.groupby(['cluster_code','cluster_name','sku','item','range_type'],as_index=False).agg( wks=('week_start','nunique'),pilot_stores=('stores_ranged','mean'),sales=('net_sales_units','sum'), waste=('waste_units','sum'),oos=('oos_store_days','sum'),rcpt=('receipts_units','sum')) for c,n in [('units_spw','sales'),('was
Arguments
cd /workspace/work && python3 << 'EOF' import pandas as pd pos=pd.read_csv('/workspace/data/weekly_pos_inventory_waste.csv'); im=pd.read_csv('/workspace/data/item_master_unit_economics.csv') cap=pd.read_csv('/workspace/data/store_cluster_capacity.csv') g=pos.groupby(['cluster_code','cluster_name','sku','item','range_type'],as_index=False).agg( wks=('week_start','nunique'),pilot_stores=('stores_ranged','mean'),sales=('net_sales_units','sum'), waste=('waste_units','sum'),oos=('oos_store_days','sum'),rcpt=('receipts_units','sum')) for c,n in [('units_spw','sales'),('was… 829 more characters of arguments in the raw trajectory.
Output
46 rows cluster_code cluster_name store_count deliveries_per_week sku item vendor range_type pilot_stores shelf_life_days case_pack tray_slots_per_facing units_spw waste_spw oos_spw rcpt_spw retail_price unit_cost diet_flag status 35 MET Metro Core 18 5 GGS-84QJ Chicken Caesar Wrap EatWell Foods Current set 18.0 3 12 1.0 5.5000 0.2847 0.2500 5.8681 5.99 2.38 Meat Current 37 MET Metro Core 18 5 GGS-9PQL Southwest Chicken Bowl Urban Spoon Current set 18.0 3 8 1.5 4.5139 0.3194 0.1597 4.8333 7.99 3.45 Meat Current 33 MET Metro Core 18 5 GGS-6BGH Protein Snack Box Urban Spoon Controlled pilot
… 1,360 more characters of output in the raw trajectory.
36Now building the workbook.99k
Now building the workbook.
37Bash1
Tool execution only — no assistant text
Bashcat > build_xlsx.py << 'PYEOF' import pandas as pd from openpyxl import Workbook from openpyxl.styles import Font,PatternFill,Alignment,Border,Side from openpyxl.utils import get_column_letter as gcl E=pd.read_csv('econ_input.csv'); CAP=pd.read_csv('/workspace/data/store_cluster_capacity.csv') PROP=pd.read_csv('/workspace/data/buyer_reset_proposal.csv'); IM=pd.read_csv('/workspace/data/item_master_unit_economics.csv') CL=['MET','COM','CAM','HWY','RUR']; CN=dict(zip(CAP.cluster_code,CAP.cluster_name)) REC={'MET':{'GGS-84QJ':2,'GGS-6BGH':2,'GGS-9PQL':1,'GGS-2VWK':1,'GGS-7DN
Arguments
cat > build_xlsx.py << 'PYEOF' import pandas as pd from openpyxl import Workbook from openpyxl.styles import Font,PatternFill,Alignment,Border,Side from openpyxl.utils import get_column_letter as gcl E=pd.read_csv('econ_input.csv'); CAP=pd.read_csv('/workspace/data/store_cluster_capacity.csv') PROP=pd.read_csv('/workspace/data/buyer_reset_proposal.csv'); IM=pd.read_csv('/workspace/data/item_master_unit_economics.csv') CL=['MET','COM','CAM','HWY','RUR']; CN=dict(zip(CAP.cluster_code,CAP.cluster_name)) REC={'MET':{'GGS-84QJ':2,'GGS-6BGH':2,'GGS-9PQL':1,'GGS-2VWK':1,'GGS-7DN… 12,356 more characters of arguments in the raw trajectory.
Output
ok [stdout] ok [metadata] noOutputExpected: false
39Bash102k1
Tool execution only — no assistant text
Bashpython3 - << 'PYEOF' import re s=open('build_xlsx.py').read() new_terms='''r+=1; ws.cell(r,1,'Signed vendor terms - the only credits and route rights that may be assumed').font=H2; r+=1 hrow(ws,r,['Vendor / signed date','SKU','Item','Scan allowance $/unit','Allowance cap (units)','Waste credit %','Min delivery days for credit','Cluster restriction','Signed language and service note']) terms=[('GreenFork Kitchen - 5 Jun 2026','GGS-3RZA','Caprese Ciabatta',0.40,5500,0.30,4,'All','Allowance on receipts dated 13 Jul - 9 Aug, capped at 5,500 scanned units. Waste credit only in stor
Arguments
python3 - << 'PYEOF' import re s=open('build_xlsx.py').read() new_terms='''r+=1; ws.cell(r,1,'Signed vendor terms - the only credits and route rights that may be assumed').font=H2; r+=1 hrow(ws,r,['Vendor / signed date','SKU','Item','Scan allowance $/unit','Allowance cap (units)','Waste credit %','Min delivery days for credit','Cluster restriction','Signed language and service note']) terms=[('GreenFork Kitchen - 5 Jun 2026','GGS-3RZA','Caprese Ciabatta',0.40,5500,0.30,4,'All','Allowance on receipts dated 13 Jul - 9 Aug, capped at 5,500 scanned units. Waste credit only in stor… 3,533 more characters of arguments in the raw trajectory.
Output
patched [stdout] patched [metadata] noOutputExpected: false
40Bash104k1
Tool execution only — no assistant text
Bashcat >> build_xlsx.py << 'PYEOF' TB=f"{AS}!$B${TERM_FIRST}:$B${TERM_LAST}" TD=f"{AS}!$D${TERM_FIRST}:$D${TERM_LAST}"; TF=f"{AS}!$F${TERM_FIRST}:$F${TERM_LAST}" TG=f"{AS}!$G${TERM_FIRST}:$G${TERM_LAST}"; TH=f"{AS}!$H${TERM_FIRST}:$H${TERM_LAST}" # ================= 3. ITEM ECONOMICS ================= ws=wb.create_sheet('Item Economics') head(ws,'Item Economics by Cluster - internal demand read and signed-terms contribution', 'Demand: 8 weeks w/c 6 Apr - 25 May 2026, per store per week. Candidates read from controlled-pilot stores only. Ranking metric is net $ pe
Arguments
cat >> build_xlsx.py << 'PYEOF' TB=f"{AS}!$B${TERM_FIRST}:$B${TERM_LAST}" TD=f"{AS}!$D${TERM_FIRST}:$D${TERM_LAST}"; TF=f"{AS}!$F${TERM_FIRST}:$F${TERM_LAST}" TG=f"{AS}!$G${TERM_FIRST}:$G${TERM_LAST}"; TH=f"{AS}!$H${TERM_FIRST}:$H${TERM_LAST}" # ================= 3. ITEM ECONOMICS ================= ws=wb.create_sheet('Item Economics') head(ws,'Item Economics by Cluster - internal demand read and signed-terms contribution', 'Demand: 8 weeks w/c 6 Apr - 25 May 2026, per store per week. Candidates read from controlled-pilot stores only. Ranking metric is net $ pe… 3,448 more characters of arguments in the raw trajectory.
Output
ok [stdout] ok [metadata] noOutputExpected: false
42Bash110k1
Tool execution only — no assistant text
Bashcat >> build_xlsx.py << 'PYEOF' # ================= 4. CLUSTER FINAL ASSORTMENT ================= RAT={ ('MET','GGS-84QJ'):('Accept','2','Chain-best net per tray slot ($19.19/wk) and Metro\'s joint-highest out-of-stock pressure. Two facings as proposed.'), ('MET','GGS-6BGH'):('Accept','2','Pilot 4.14 u/store/wk at 2.6% waste, five-day code, $0.35/unit signed allowance, Urban Spoon routes all clusters. Highest OOS of any Metro item - two facings as proposed.'), ('MET','GGS-9PQL'):('Accept','1','Core bowl, 4.51 u/store/wk, 6.6% waste. Oversized tray (1.5 slots) earns one faci
Arguments
cat >> build_xlsx.py << 'PYEOF' # ================= 4. CLUSTER FINAL ASSORTMENT ================= RAT={ ('MET','GGS-84QJ'):('Accept','2','Chain-best net per tray slot ($19.19/wk) and Metro\'s joint-highest out-of-stock pressure. Two facings as proposed.'), ('MET','GGS-6BGH'):('Accept','2','Pilot 4.14 u/store/wk at 2.6% waste, five-day code, $0.35/unit signed allowance, Urban Spoon routes all clusters. Highest OOS of any Metro item - two facings as proposed.'), ('MET','GGS-9PQL'):('Accept','1','Core bowl, 4.51 u/store/wk, 6.6% waste. Oversized tray (1.5 slots) earns one faci… 9,122 more characters of arguments in the raw trajectory.
Output
ok [stdout] ok [metadata] noOutputExpected: false
44Bash117k1
Tool execution only — no assistant text
Bashcat >> build_xlsx.py << 'PYEOF' # ================= 5. PROPOSAL RECONCILIATION ================= REASON={ ('MET','GGS-84QJ'):('Internal records','Two facings confirmed: 5.50 u/store/wk, 4.9% waste, $19.19 net per tray slot, joint-highest OOS in the cluster.'), ('MET','GGS-2VWK'):('Internal records','98.5% sell-through at 3.9% waste. One facing confirmed.'), ('MET','GGS-9PQL'):('Internal records','4.51 u/store/wk at 6.6% waste on 1.5 tray slots. One facing confirmed.'), ('MET','GGS-5MTC'):('Internal records + capacity','REINSTATED at 1 facing. The removal was justified only
Arguments
cat >> build_xlsx.py << 'PYEOF' # ================= 5. PROPOSAL RECONCILIATION ================= REASON={ ('MET','GGS-84QJ'):('Internal records','Two facings confirmed: 5.50 u/store/wk, 4.9% waste, $19.19 net per tray slot, joint-highest OOS in the cluster.'), ('MET','GGS-2VWK'):('Internal records','98.5% sell-through at 3.9% waste. One facing confirmed.'), ('MET','GGS-9PQL'):('Internal records','4.51 u/store/wk at 6.6% waste on 1.5 tray slots. One facing confirmed.'), ('MET','GGS-5MTC'):('Internal records + capacity','REINSTATED at 1 facing. The removal was justified only… 12,782 more characters of arguments in the raw trajectory.
Output
ok [stdout] ok [metadata] noOutputExpected: false
45Bash121k1
Tool execution only — no assistant text
Bashcat >> build_xlsx.py << 'PYEOF' # ================= 6. CAPACITY CHECK ================= PROPT={c:{r2.sku:int(r2.proposed_facings) for _,r2 in PROP[PROP.cluster_code==c].iterrows() if r2.proposed_facings>0} for c in CL} CURR={c:['GGS-84QJ','GGS-2VWK','GGS-9PQL','GGS-5MTC','GGS-7DNL','GGS-1KFV','GGS-4HBP'] for c in CL} ws=wb.create_sheet('Capacity Check') head(ws,'Tray Slot Capacity Reconciliation','Oversized trays consume the slots listed in the item master (Southwest Bowl, Cobb Salad and Sushi = 1.5 slots each). No partial facings. No extra trays assumed.', [8,22,9,9,12,13
Arguments
cat >> build_xlsx.py << 'PYEOF' # ================= 6. CAPACITY CHECK ================= PROPT={c:{r2.sku:int(r2.proposed_facings) for _,r2 in PROP[PROP.cluster_code==c].iterrows() if r2.proposed_facings>0} for c in CL} CURR={c:['GGS-84QJ','GGS-2VWK','GGS-9PQL','GGS-5MTC','GGS-7DNL','GGS-1KFV','GGS-4HBP'] for c in CL} ws=wb.create_sheet('Capacity Check') head(ws,'Tray Slot Capacity Reconciliation','Oversized trays consume the slots listed in the item master (Southwest Bowl, Cobb Salad and Sushi = 1.5 slots each). No partial facings. No extra trays assumed.', [8,22,9,9,12,13… 7,218 more characters of arguments in the raw trajectory.
Output
ok [stdout] ok [metadata] noOutputExpected: false
47Bash125k1
Tool execution only — no assistant text
Bashcat >> build_xlsx.py << 'PYEOF' ws.cell(r,1,'B. Recommended set by cluster - 4 weeks').font=H2; r+=1 hrow(ws,r,['Cluster','Gross profit $','Signed allowances $','Shrink at cost $','Vendor waste credits $','NET contribution $','vs current set $ / vs buyer proposal $']) r+=1; BF=r for cc in CL: rr=[ROW[(cc,s)] for s in REC[cc]]; cr=[ROW[(cc,s)] for s in CURR[cc]]; pr2=[ROW[(cc,s)] for s in PROPT[cc] if (cc,s) in ROW] ws.cell(r,1,f'{cc} - {CN[cc]}').font=BLK; ws.cell(r,1).border=BX for col,ec in [(2,'W'),(3,'X'),(4,'Y'),(5,'Z')]: c=ws.cell(r,col,'='+'+'
Arguments
cat >> build_xlsx.py << 'PYEOF' ws.cell(r,1,'B. Recommended set by cluster - 4 weeks').font=H2; r+=1 hrow(ws,r,['Cluster','Gross profit $','Signed allowances $','Shrink at cost $','Vendor waste credits $','NET contribution $','vs current set $ / vs buyer proposal $']) r+=1; BF=r for cc in CL: rr=[ROW[(cc,s)] for s in REC[cc]]; cr=[ROW[(cc,s)] for s in CURR[cc]]; pr2=[ROW[(cc,s)] for s in PROPT[cc] if (cc,s) in ROW] ws.cell(r,1,f'{cc} - {CN[cc]}').font=BLK; ws.cell(r,1).border=BX for col,ec in [(2,'W'),(3,'X'),(4,'Y'),(5,'Z')]: c=ws.cell(r,col,'='+'+'… 7,462 more characters of arguments in the raw trajectory.
Output
ok [stdout] ok [metadata] noOutputExpected: false
48Bash130k1
Tool execution only — no assistant text
Bashcat >> build_xlsx.py << 'PYEOF' ws.cell(r,1,'F. Metro sushi sensitivity - the plan scales with the route M-11 store list, which is not in the supplied files').font=H2; r+=1 hrow(ws,r,['Metro stores on route M-11','Units, 4 wks','Waste units, 4 wks','Sakura 50% credit $','NET contribution, 4 wks $','','Note']) r+=1; SENF=r for n,note in [(4,'Scale of the smallest pilot footprint in the file (Campus).'),(9,'The Metro pilot footprint - the only sushi read Blue Mesa actually has.'), (12,'Two thirds of Metro.'),(18,'All of Metro Core. Ceiling case; assumes every Metr
Arguments
cat >> build_xlsx.py << 'PYEOF' ws.cell(r,1,'F. Metro sushi sensitivity - the plan scales with the route M-11 store list, which is not in the supplied files').font=H2; r+=1 hrow(ws,r,['Metro stores on route M-11','Units, 4 wks','Waste units, 4 wks','Sakura 50% credit $','NET contribution, 4 wks $','','Note']) r+=1; SENF=r for n,note in [(4,'Scale of the smallest pilot footprint in the file (Campus).'),(9,'The Metro pilot footprint - the only sushi read Blue Mesa actually has.'), (12,'Two thirds of Metro.'),(18,'All of Metro Core. Ceiling case; assumes every Metr… 9,377 more characters of arguments in the raw trajectory.
Output
Exit code 1 Traceback (most recent call last): File "/workspace/work/build_xlsx.py", line 145, in <module> c=ws.cell(r,i,v); c.font=BLUE if i>=12 else BLK; c.border=BX ^^^^^^^^^^^^^^ File "/usr/local/lib/python3.11/site-packages/openpyxl/worksheet/worksheet.py", line 246, in cell cell.value = value ^^^^^^^^^^ File "/usr/local/lib/python3.11/site-packages/openpyxl/cell/cell.py", line 218, in value self._bind_value(value) File "/usr/local/lib/python3.11/site-packages/openpyxl/cell/cell.py", line 187, in _bind_value raise ValueError("Cannot convert {0!r} to Excel".format(value)) ValueError: Cannot convert <bound method IndexOpsMixin.item of cluster_code MET cluster_name Metro Core store_count 18 deliveries_per_week 5 sku GGS-84QJ item Chicken Caesar Wrap vendor EatWell Foods range… 643 more characters of output in the raw trajectory.
50Bash131k1
Tool execution only — no assistant text
Bashsed -i "s/x\.item,x\.vendor/x['item'],x.vendor/; s/p\.item,p\.proposed_action/p['item'],p.proposed_action/" build_xlsx.py && grep -n "x\['item'\]\|p\['item'\]" build_xlsx.py && python3 build_xlsx.py (+description)
Arguments
Fix pandas .item collision and rebuild
sed -i "s/x\.item,x\.vendor/x['item'],x.vendor/; s/p\.item,p\.proposed_action/p['item'],p.proposed_action/" build_xlsx.py && grep -n "x\['item'\]\|p\['item'\]" build_xlsx.py && python3 build_xlsx.py
Output
Exit code 1 142: vals=[x.cluster_code,x.cluster_name,x.store_count,x.deliveries_per_week,x.sku,x['item'],x.vendor,x.range_type,x.pilot_stores,x.shelf_life_days,x.tray_slots_per_facing, 324: vals=[cc,CN[cc],p['item'],p.proposed_action,pf,dec,fin,None,src,why] Traceback (most recent call last): File "/usr/local/lib/python3.11/site-packages/openpyxl/descriptors/base.py", line 59, in _convert value = expected_type(value) ^^^^^^^^^^^^^^^^^^^^ TypeError: Fill() takes no arguments During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/workspace/work/build_xlsx.py", line 577, in <module> wb.save('/workspace/output/reset_decision_workbook.xlsx'); print('saved', wb.sheetnames) ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/usr/local/lib/python3.11/site-packages/openpyxl/workbook/workbook.py", line 386, in save save_workbook(self, filename) File "/usr/local/lib/python3.11/site-… 1,303 more characters of output in the raw trajectory.
52Bash132k1
Tool execution only — no assistant text
Bashpython3 - << 'EOF' s=open('build_xlsx.py').read() s=s.replace("c=ws.cell(r,1,n); c.font=BLUE; c.alignment=CTR; c.border=BX; c.fill=YEL if n==9 else None", "c=ws.cell(r,1,n); c.font=BLUE; c.alignment=CTR; c.border=BX\n if n==9: c.fill=YEL") open('build_xlsx.py','w').write(s) EOF python3 build_xlsx.py (+description)
Arguments
Fix invalid None fill and rebuild
python3 - << 'EOF' s=open('build_xlsx.py').read() s=s.replace("c=ws.cell(r,1,n); c.font=BLUE; c.alignment=CTR; c.border=BX; c.fill=YEL if n==9 else None", "c=ws.cell(r,1,n); c.font=BLUE; c.alignment=CTR; c.border=BX\n if n==9: c.fill=YEL") open('build_xlsx.py','w').write(s) EOF python3 build_xlsx.pyOutput
saved ['Read Me & Method', 'Assumptions & Terms', 'Item Economics', 'Cluster Final Assortment', 'Proposal Reconciliation', 'Capacity Check', 'Financial Summary', 'Execution Risks & Gates'] [stdout] saved ['Read Me & Method', 'Assumptions & Terms', 'Item Economics', 'Cluster Final Assortment', 'Proposal Reconciliation', 'Capacity Check', 'Financial Summary', 'Execution Risks & Gates'] [metadata] noOutputExpected: false
53Bash133k1
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 formulas and check 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": 1126 } [stdout] { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1126 } [metadata] noOutputExpected: false55Bash134k1
Tool execution only — no assistant text
Bashpython3 << 'EOF' import pandas as pd from openpyxl import load_workbook wb=load_workbook('reset_decision_workbook.xlsx',data_only=True) ws=wb['Financial Summary'] print('--- A. Scenarios ---') for r in range(6,12): v=[ws.cell(r,c).value for c in range(1,7)] if v[0]: print(f'{str(v[0])[:44]:46s}', ['%s'%(round(x) if isinstance(x,(int,float)) else x) for x in v[1:]]) print('\n--- Cluster roll-up ---') for r in range(13,30): a=ws.cell(r,1).value if a and ('-' in str(a) or 'Chain' in str(a)) and ws.cell(r,6).value is not None: print(f'{str(a)[:26]:
Arguments
python3 << 'EOF' import pandas as pd from openpyxl import load_workbook wb=load_workbook('reset_decision_workbook.xlsx',data_only=True) ws=wb['Financial Summary'] print('--- A. Scenarios ---') for r in range(6,12): v=[ws.cell(r,c).value for c in range(1,7)] if v[0]: print(f'{str(v[0])[:44]:46s}', ['%s'%(round(x) if isinstance(x,(int,float)) else x) for x in v[1:]]) print('\n--- Cluster roll-up ---') for r in range(13,30): a=ws.cell(r,1).value if a and ('-' in str(a) or 'Chain' in str(a)) and ws.cell(r,6).value is not None: print(f'{str(a)[:26]:… 1,270 more characters of arguments in the raw trajectory.
Output
--- A. Scenarios --- Current set (7 items x 5 clusters, no change ['6204', '0', '-451', '9', '5763'] Buyer proposal as written ['7497', '190', '-481', '30', '7236'] Recommended set ['7458', '144', '-410', '31', '7223'] Recommended vs current set ['1254', '144', '41', '22', '1461'] Recommended vs buyer proposal ['-39', '-46', '71', '0', '-13'] --- Cluster roll-up --- MET - Metro Core net=3038 $1,552 / $119 COM - Commuter Suburban net=2725 $611 / $155 CAM - Campus / Hospital net=1605 $619 / $73 HWY - Highway / Travel net=1107 $102 / ($238) RUR - Rural North net=816 $99 / ($79) Chain total net=9290 $3,528 / $2,054 --- Bridge / shrink / allowance / sensitivity --- ## C. Bridge - where the recommendation differs from the buyer proposal (4-week net $) Reject E=-423 B= Rej
… 6,090 more characters of output in the raw trajectory.
57Operator precedence bug — the *weeks multiplier only bound to the last term in each summed formula. Fixing:136k
Operator precedence bug — the
*weeksmultiplier only bound to the last term in each summed formula. Fixing:58Bash1
Tool execution only — no assistant text
Bashpython3 - << 'EOF' s=open('build_xlsx.py').read() n=s.count("'='+'+'.join(") s=s.replace("'='+'+'.join(","'=('+'+'.join(").replace(")+f'*{WK}'",")+f')*{WK}'") s=s.replace("cv='=('+","cv='('+").replace("pv='=('+","pv='('+") s=s.replace('f\'=TEXT(F{r}-({cv[1:]}),"$#,##0;($#,##0)")&" / "&TEXT(F{r}-({pv[1:]}),"$#,##0;($#,##0)")\'', 'f\'=TEXT(F{r}-{cv},"$#,##0;($#,##0)")&" / "&TEXT(F{r}-{pv},"$#,##0;($#,##0)")\'') open('build_xlsx.py','w').write(s); print('patched',n,'joins') EOF grep -n "cv=\|pv=\|TEXT(F{r}" build_xlsx.
Arguments
python3 - << 'EOF' s=open('build_xlsx.py').read() n=s.count("'='+'+'.join(") s=s.replace("'='+'+'.join(","'=('+'+'.join(").replace(")+f'*{WK}'",")+f')*{WK}'") s=s.replace("cv='=('+","cv='('+").replace("pv='=('+","pv='('+") s=s.replace('f\'=TEXT(F{r}-({cv[1:]}),"$#,##0;($#,##0)")&" / "&TEXT(F{r}-({pv[1:]}),"$#,##0;($#,##0)")\'', 'f\'=TEXT(F{r}-{cv},"$#,##0;($#,##0)")&" / "&TEXT(F{r}-{pv},"$#,##0;($#,##0)")\'') open('build_xlsx.py','w').write(s); print('patched',n,'joins') EOF grep -n "cv=\|pv=\|TEXT(F{r}" build_xlsx.… 78 more characters of arguments in the raw trajectory.
Output
Traceback (most recent call last): File "<stdin>", line 1, in <module> FileNotFoundError: [Errno 2] No such file or directory: 'build_xlsx.py' ugrep: warning: build_xlsx.py: No such file or directory [stdout] Traceback (most recent call last): File "<stdin>", line 1, in <module> FileNotFoundError: [Errno 2] No such file or directory: 'build_xlsx.py' ugrep: warning: build_xlsx.py: No such file or directory [metadata] noOutputExpected: false
59Bash137k1
Tool execution only — no assistant text
Bashcd /workspace/work && python3 - << 'EOF' s=open('build_xlsx.py').read() n=s.count("'='+'+'.join(") s=s.replace("'='+'+'.join(","'=('+'+'.join(").replace(")+f'*{WK}'",")+f')*{WK}'") s=s.replace("cv='=('+","cv='('+").replace("pv='=('+","pv='('+") s=s.replace('f\'=TEXT(F{r}-({cv[1:]}),"$#,##0;($#,##0)")&" / "&TEXT(F{r}-({pv[1:]}),"$#,##0;($#,##0)")\'', 'f\'=TEXT(F{r}-{cv},"$#,##0;($#,##0)")&" / "&TEXT(F{r}-{pv},"$#,##0;($#,##0)")\'') open('build_xlsx.py','w').write(s); print('patched',n,'joins') EOF grep -n "cv=\|pv=\|T
Arguments
cd /workspace/work && python3 - << 'EOF' s=open('build_xlsx.py').read() n=s.count("'='+'+'.join(") s=s.replace("'='+'+'.join(","'=('+'+'.join(").replace(")+f'*{WK}'",")+f')*{WK}'") s=s.replace("cv='=('+","cv='('+").replace("pv='=('+","pv='('+") s=s.replace('f\'=TEXT(F{r}-({cv[1:]}),"$#,##0;($#,##0)")&" / "&TEXT(F{r}-({pv[1:]}),"$#,##0;($#,##0)")\'', 'f\'=TEXT(F{r}-{cv},"$#,##0;($#,##0)")&" / "&TEXT(F{r}-{pv},"$#,##0;($#,##0)")\'') open('build_xlsx.py','w').write(s); print('patched',n,'joins') EOF grep -n "cv=\|pv=\|T… 69 more characters of arguments in the raw trajectory.
Output
patched 10 joins 442: cv='('+'+'.join(f'{EC}!AA{i}*{EC}!$C{i}' for i in cr)+f')*{WK}'; pv='('+'+'.join(f'{EC}!AA{i}*{EC}!$C{i}' for i in pr2)+f')*{WK}' 443: ws.cell(r,7,f'=TEXT(F{r}-{cv},"$#,##0;($#,##0)")&" / "&TEXT(F{r}-{pv},"$#,##0;($#,##0)")').font=BLK 450:ws.cell(r,7,f'=TEXT(F{r}-F{CURROW},"$#,##0")&" / "&TEXT(F{r}-F{PROROW},"$#,##0")').font=BLKB; ws.cell(r,7).alignment=CTR [stdout] patched 10 joins 442: cv='('+'+'.join(f'{EC}!AA{i}*{EC}!$C{i}' for i in cr)+f')*{WK}'; pv='('+'+'.join(f'{EC}!AA{i}*{EC}!$C{i}' for i in pr2)+f')*{WK}' 443: ws.cell(r,7,f'=TEXT(F{r}-{cv},"$#,##0;($#,##0)")&" / "&TEXT(F{r}-{pv},"$#,##0;($#,##0)")').font=BLK 450:ws.cell(r,7,f'=TEXT(F{r}-F{CURROW},"$#,##0")&" / "&TEXT(F{r}-F{PROROW},"$#,##0")').font=BLKB; ws.cell(r,7).alignment=CTR [metadata] noOutputExpected: false60Bash137k1
Tool execution only — no assistant text
Bashpython3 build_xlsx.py && cd /workspace/output && python3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py reset_decision_workbook.xlsx 180 (+description)
Arguments
Rebuild and recalculate workbook
python3 build_xlsx.py && cd /workspace/output && python3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py reset_decision_workbook.xlsx 180
Output
saved ['Read Me & Method', 'Assumptions & Terms', 'Item Economics', 'Cluster Final Assortment', 'Proposal Reconciliation', 'Capacity Check', 'Financial Summary', 'Execution Risks & Gates'] { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1126 } [stdout] saved ['Read Me & Method', 'Assumptions & Terms', 'Item Economics', 'Cluster Final Assortment', 'Proposal Reconciliation', 'Capacity Check', 'Financial Summary', 'Execution Risks & Gates'] { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1126 } [metadata] noOutputExpected: false61Bash138k1
Tool execution only — no assistant text
Bashpython3 << 'EOF' from openpyxl import load_workbook wb=load_workbook('reset_decision_workbook.xlsx',data_only=True); ws=wb['Financial Summary'] exp={'Current':22655,'Buyer':27720,'Recommended':28134} print('--- A. Scenarios (expected 22655 / 27720 / 28134) ---') for r in range(6,12): a=ws.cell(r,1).value if a: print(f'{str(a)[:42]:44s} GP={round(ws.cell(r,2).value):>6} Allow={round(ws.cell(r,3).value):>5} Shrink={round(ws.cell(r,4).value):>6} Credit={round(ws.cell(r,5).value):>4} NET={round(ws.cell(r,6).value):>7}') print('\n--- B. Cluster (expected 8453/8612/5029/
Arguments
python3 << 'EOF' from openpyxl import load_workbook wb=load_workbook('reset_decision_workbook.xlsx',data_only=True); ws=wb['Financial Summary'] exp={'Current':22655,'Buyer':27720,'Recommended':28134} print('--- A. Scenarios (expected 22655 / 27720 / 28134) ---') for r in range(6,12): a=ws.cell(r,1).value if a: print(f'{str(a)[:42]:44s} GP={round(ws.cell(r,2).value):>6} Allow={round(ws.cell(r,3).value):>5} Shrink={round(ws.cell(r,4).value):>6} Credit={round(ws.cell(r,5).value):>4} NET={round(ws.cell(r,6).value):>7}') print('\n--- B. Cluster (expected 8453/8612/5029/… 1,022 more characters of arguments in the raw trajectory.
Output
--- A. Scenarios (expected 22655 / 27720 / 28134) --- Current set (7 items x 5 clusters, no chan GP= 24310 Allow= 0 Shrink= -1689 Credit= 36 NET= 22657 Buyer proposal as written GP= 28796 Allow= 650 Shrink= -1847 Credit= 122 NET= 27721 Recommended set GP= 28920 Allow= 574 Shrink= -1482 Credit= 123 NET= 28135 Recommended vs current set GP= 4611 Allow= 574 Shrink= 206 Credit= 87 NET= 5478 Recommended vs buyer proposal GP= 124 Allow= -76 Shrink= 364 Credit= 2 NET= 414 --- B. Cluster (expected 8453/8612/5029/3534/2506; total 28134) --- MET - Metro Core NET= 8453 vs cur / vs prop: $2,991 / $476 COM - Commuter Suburban NET= 8612 vs cur / vs prop: $1,034 / ($396) CAM - Campus / Hospital NET= 5030 vs cur / vs prop: $1,341 / $73 HWY - Highway / Travel NET= 3535 vs cur / vs prop: $82 / $109 RUR - Rural North NET= 25
… 2,524 more characters of output in the raw trajectory.
63Bash140k1
Tool execution only — no assistant text
Bashpython3 -c " from openpyxl import load_workbook wb=load_workbook('reset_decision_workbook.xlsx',data_only=True); ws=wb['Financial Summary'] print('max_row',ws.max_row) for r in range(46,ws.max_row+1): v=[ws.cell(r,c).value for c in range(1,6)] if any(x is not None for x in v): print(r,[round(x,2) if isinstance(x,float) else (str(x)[:52] if x else x) for x in v]) " (+description)
Arguments
Inspect section F and G rows
python3 -c " from openpyxl import load_workbook wb=load_workbook('reset_decision_workbook.xlsx',data_only=True); ws=wb['Financial Summary'] print('max_row',ws.max_row) for r in range(46,ws.max_row+1): v=[ws.cell(r,c).value for c in range(1,6)] if any(x is not None for x in v): print(r,[round(x,2) if isinstance(x,float) else (str(x)[:52] if x else x) for x in v]) "Output
max_row 60 47 ['F. Metro sushi sensitivity - the plan scales with th', None, None, None, None] 48 ['Metro stores on route M-11', 'Units, 4 wks', 'Waste units, 4 wks', 'Sakura 50% credit $', 'NET contribution, 4 wks $'] 49 ['4', 50.45, '6', 12.9, 274.15] 50 ['9', 113.51, 13.5, 29.02, 616.84] 51 ['12', 151.34, '18', 38.7, 822.45] 52 ['18', 227.02, '27', 58.05, 1233.67] 53 ['Case-pack test', None, None, None, None] 55 ['G. Week 5 onward - what happens when the launch allo', None, None, None, None] 56 ['Cluster / decision', 'Hummus net $/store/wk', 'Caprese net $/store/wk', 'Difference', None] 57 ['MET - Metro Core', 6.61, 11.69, 5.08, None] 58 ['COM - Commuter Suburban', 7.33, 6.33, -1.0, None] 59 ['CAM - Campus / Hospital', 10.52, 12.35, 1.83, None] 60 ['Excludes the $0.40/unit Caprese allowance, which end', None, None, None, None] [stdout] max_row 60 47 ['F. Metro sushi sensitivity - the plan scales with th', None, None, None, None] 48 ['Metro stores on route M-11', 'Units, 4 wks', 'Wa
… 732 more characters of output in the raw trajectory.
65Bash141k1
Tool execution only — no assistant text
Bashsoffice --headless --convert-to pdf reset_decision_workbook.xlsx --outdir /tmp/chk >/dev/null 2>&1; python3 -c " import pypdf; r=pypdf.PdfReader('/tmp/chk/reset_decision_workbook.pdf'); print(len(r.pages),'pages')" ; pdftoppm -png -r 60 -f 1 -l 2 /tmp/chk/reset_decision_workbook.pdf /tmp/chk/p 2>/dev/null; ls /tmp/chk/ (+description)
Arguments
Render workbook to check layout
soffice --headless --convert-to pdf reset_decision_workbook.xlsx --outdir /tmp/chk >/dev/null 2>&1; python3 -c " import pypdf; r=pypdf.PdfReader('/tmp/chk/reset_decision_workbook.pdf'); print(len(r.pages),'pages')" ; pdftoppm -png -r 60 -f 1 -l 2 /tmp/chk/reset_decision_workbook.pdf /tmp/chk/p 2>/dev/null; ls /tmp/chk/Output
70 pages p-01.png p-02.png reset_decision_workbook.pdf [stdout] 70 pages p-01.png p-02.png reset_decision_workbook.pdf [metadata] noOutputExpected: false
67Bash142k1
Tool execution only — no assistant text
Bashcd /workspace/work && python3 - << 'EOF' s=open('build_xlsx.py').read() s=s.replace("for s in wb.sheetnames: wb[s].sheet_properties.tabColor='1F3864'", """from openpyxl.worksheet.properties import PageSetupProperties for nm in wb.sheetnames: w=wb[nm]; w.sheet_properties.tabColor='1F3864' w.sheet_properties.pageSetUpPr=PageSetupProperties(fitToPage=True) w.page_setup.orientation='landscape'; w.page_setup.fitToWidth=1; w.page_setup.fitToHeight=0 w.page_margins.left=w.page_margins.right=0.3; w.page_margins.top=w.page_margins.bottom=0.4 if nm not in ('
Arguments
cd /workspace/work && python3 - << 'EOF' s=open('build_xlsx.py').read() s=s.replace("for s in wb.sheetnames: wb[s].sheet_properties.tabColor='1F3864'", """from openpyxl.worksheet.properties import PageSetupProperties for nm in wb.sheetnames: w=wb[nm]; w.sheet_properties.tabColor='1F3864' w.sheet_properties.pageSetUpPr=PageSetupProperties(fitToPage=True) w.page_setup.orientation='landscape'; w.page_setup.fitToWidth=1; w.page_setup.fitToHeight=0 w.page_margins.left=w.page_margins.right=0.3; w.page_margins.top=w.page_margins.bottom=0.4 if nm not in ('… 762 more characters of arguments in the raw trajectory.
Output
Exit code 1 saved ['Read Me & Method', 'Assumptions & Terms', 'Item Economics', 'Cluster Final Assortment', 'Proposal Reconciliation', 'Capacity Check', 'Financial Summary', 'Execution Risks & Gates'] { "error": "File reset_decision_workbook.xlsx does not exist" } Traceback (most recent call last): File "<string>", line 1, in <module> File "/usr/local/lib/python3.11/site-packages/pypdf/_reader.py", line 149, in __init__ self._initialize_stream(stream) File "/usr/local/lib/python3.11/site-packages/pypdf/_reader.py", line 168, in _initialize_stream with open(stream, "rb") as fh: ^^^^^^^^^^^^^^^^^^ FileNotFoundError: [Errno 2] No such file or directory: '/tmp/chk/reset_decision_workbook.pdf' [error] tool reported failure68Bash142k1
Tool execution only — no assistant text
Bashpython3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py reset_decision_workbook.xlsx 180 && rm -rf /tmp/chk && soffice --headless --convert-to pdf reset_decision_workbook.xlsx --outdir /tmp/chk >/dev/null 2>&1 && python3 -c "import pypdf;print(len(pypdf.PdfReader('/tmp/chk/reset_decision_workbook.pdf').pages),'pages')" && pdftoppm -png -r 75 /tmp/chk/reset_decision_workbook.pdf /tmp/chk/p && ls /tmp/chk (+description)
Arguments
Recalc and render from output dir
python3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py reset_decision_workbook.xlsx 180 && rm -rf /tmp/chk && soffice --headless --convert-to pdf reset_decision_workbook.xlsx --outdir /tmp/chk >/dev/null 2>&1 && python3 -c "import pypdf;print(len(pypdf.PdfReader('/tmp/chk/reset_decision_workbook.pdf').pages),'pages')" && pdftoppm -png -r 75 /tmp/chk/reset_decision_workbook.pdf /tmp/chk/p && ls /tmp/chkOutput
{ "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1126 } 12 pages p-01.png p-02.png p-03.png p-04.png p-05.png p-06.png p-07.png p-08.png p-09.png p-10.png p-11.png p-12.png reset_decision_workbook.pdf [stdout] { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1126 } 12 pages p-01.png p-02.png p-03.png p-04.png p-05.png p-06.png p-07.png p-08.png p-09.png p-10.png p-11.png p-12.png reset_decision_workbook.pdf [metadata] noOutputExpected: false69Read143k1
Tool execution only — no assistant text
Read/tmp/chk/p-04.png
Arguments
/tmp/chk/p-04.png
Output
type: image source: type: base64 data: 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
… 256,144 more characters of output in the raw trajectory.
70Read1
Tool execution only — no assistant text
Read/tmp/chk/p-05.png
Arguments
/tmp/chk/p-05.png
Output
type: image source: type: base64 data: 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
… 453,801 more characters of output in the raw trajectory.
72Bash146k1
Tool execution only — no assistant text
Bashcd /workspace/work && python3 - << 'EOF' s=open('build_xlsx.py').read() old=""" c=ws.cell(r,col,f2); c.font=fnt; c.border=BX if fmt: c.number_format=fmt if col in (4,6,7): c.alignment=CTR c=ws.cell(r,5,fac); c.font=BLUE; c.alignment=CTR; c.border=BX""" new=""" c=ws.cell(r,col,f2); c.font=fnt; c.border=BX if fmt: c.number_format=fmt c.alignment=CTRT if col in (4,6,7) else Alignment(horizontal='right',vertical='top') ws.cell(r,1).alignment=CTRT; ws.cell(r,2).alignment=Alignment(ver
Arguments
cd /workspace/work && python3 - << 'EOF' s=open('build_xlsx.py').read() old=""" c=ws.cell(r,col,f2); c.font=fnt; c.border=BX if fmt: c.number_format=fmt if col in (4,6,7): c.alignment=CTR c=ws.cell(r,5,fac); c.font=BLUE; c.alignment=CTR; c.border=BX""" new=""" c=ws.cell(r,col,f2); c.font=fnt; c.border=BX if fmt: c.number_format=fmt c.alignment=CTRT if col in (4,6,7) else Alignment(horizontal='right',vertical='top') ws.cell(r,1).alignment=CTRT; ws.cell(r,2).alignment=Alignment(ver… 993 more characters of arguments in the raw trajectory.
Output
Exit code 1 ok saved ['Read Me & Method', 'Assumptions & Terms', 'Item Economics', 'Cluster Final Assortment', 'Proposal Reconciliation', 'Capacity Check', 'Financial Summary', 'Execution Risks & Gates'] { "error": "File reset_decision_workbook.xlsx does not exist" } I/O Error: Couldn't open file '/tmp/chk/reset_decision_workbook.pdf': No such file or directory. [error] tool reported failure73Bash146k1
Tool execution only — no assistant text
Bashpython3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py reset_decision_workbook.xlsx 180 | head -4 && rm -rf /tmp/chk && soffice --headless --convert-to pdf reset_decision_workbook.xlsx --outdir /tmp/chk >/dev/null 2>&1 && pdftoppm -png -r 75 /tmp/chk/reset_decision_workbook.pdf /tmp/chk/q && ls /tmp/chk (+description)
Arguments
Recalc and render updated workbook
python3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py reset_decision_workbook.xlsx 180 | head -4 && rm -rf /tmp/chk && soffice --headless --convert-to pdf reset_decision_workbook.xlsx --outdir /tmp/chk >/dev/null 2>&1 && pdftoppm -png -r 75 /tmp/chk/reset_decision_workbook.pdf /tmp/chk/q && ls /tmp/chk
Output
{ "status": "success", "total_errors": 0, "error_summary": {}, q-01.png q-02.png q-03.png q-04.png q-05.png q-06.png q-07.png q-08.png q-09.png q-10.png q-11.png q-12.png reset_decision_workbook.pdf [stdout] { "status": "success", "total_errors": 0, "error_summary": {}, q-01.png q-02.png q-03.png q-04.png q-05.png q-06.png q-07.png q-08.png q-09.png q-10.png q-11.png q-12.png reset_decision_workbook.pdf [metadata] noOutputExpected: false74Read146k1
Tool execution only — no assistant text
Read/tmp/chk/q-05.png
Arguments
/tmp/chk/q-05.png
Output
type: image source: type: base64 data: 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
… 438,145 more characters of output in the raw trajectory.
75Read1
Tool execution only — no assistant text
Read/tmp/chk/q-09.png
Arguments
/tmp/chk/q-09.png
Output
type: image source: type: base64 data: 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
… 161,224 more characters of output in the raw trajectory.
77Bash149k1
Tool execution only — no assistant text
Bashcd /workspace/work && python3 - << 'EOF' s=open('build_xlsx.py').read() old="""hrow(ws,r,['Clus','Cluster','','Del /wk','','Current items','','Proposal items','','Recommended items','Change','Note']) r+=1 for cc in CL: x=CAP[CAP.cluster_code==cc].iloc[0] for i,v in enumerate([cc,x.cluster_name,None,int(x.deliveries_per_week),None,len(CURR[cc]),None,len(PROPT[cc]),None,len(REC[cc]),None,''],1): c=ws.cell(r,i,v); c.font=BLK; c.border=BX; c.alignment=CTR if i!=2 else Alignment(vertical='top') if i in (6,8,10): c.font=BLUE ws.cell(r,11,f'=J{r}-F{
Arguments
cd /workspace/work && python3 - << 'EOF' s=open('build_xlsx.py').read() old="""hrow(ws,r,['Clus','Cluster','','Del /wk','','Current items','','Proposal items','','Recommended items','Change','Note']) r+=1 for cc in CL: x=CAP[CAP.cluster_code==cc].iloc[0] for i,v in enumerate([cc,x.cluster_name,None,int(x.deliveries_per_week),None,len(CURR[cc]),None,len(PROPT[cc]),None,len(REC[cc]),None,''],1): c=ws.cell(r,i,v); c.font=BLK; c.border=BX; c.alignment=CTR if i!=2 else Alignment(vertical='top') if i in (6,8,10): c.font=BLUE ws.cell(r,11,f'=J{r}-F{… 1,014 more characters of arguments in the raw trajectory.
Output
ok saved ['Read Me & Method', 'Assumptions & Terms', 'Item Economics', 'Cluster Final Assortment', 'Proposal Reconciliation', 'Capacity Check', 'Financial Summary', 'Execution Risks & Gates'] { "error": "File reset_decision_workbook.xlsx does not exist" } [stdout] ok saved ['Read Me & Method', 'Assumptions & Terms', 'Item Economics', 'Cluster Final Assortment', 'Proposal Reconciliation', 'Capacity Check', 'Financial Summary', 'Execution Risks & Gates'] { "error": "File reset_decision_workbook.xlsx does not exist" } [metadata] noOutputExpected: false78Bash149k1
Tool execution only — no assistant text
Bashpython3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py reset_decision_workbook.xlsx 180 (+description)
Arguments
Recalculate workbook
python3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py reset_decision_workbook.xlsx 180
Output
{ "error": "File reset_decision_workbook.xlsx does not exist" } [stdout] { "error": "File reset_decision_workbook.xlsx does not exist" } [metadata] noOutputExpected: false79Bash150k1
Tool execution only — no assistant text
Bashls -la /workspace/output/ && cd /workspace/output && pwd && python3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py /workspace/output/reset_decision_workbook.xlsx 180 (+description)
Arguments
Verify output file and recalculate
ls -la /workspace/output/ && cd /workspace/output && pwd && python3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py /workspace/output/reset_decision_workbook.xlsx 180
Output
total 64 drwxr-xr-x 2 root root 4096 Aug 20 01:28 . drwxr-xr-x 1 root root 4096 Aug 20 01:16 .. -rw-r--r-- 1 root root 54633 Aug 20 01:29 reset_decision_workbook.xlsx /workspace/output { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1126 } [stdout] total 64 drwxr-xr-x 2 root root 4096 Aug 20 01:28 . drwxr-xr-x 1 root root 4096 Aug 20 01:16 .. -rw-r--r-- 1 root root 54633 Aug 20 01:29 reset_decision_workbook.xlsx /workspace/output { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1126 } [metadata] noOutputExpected: false81Workbook is complete and error-free. Now the memo.151k
Workbook is complete and error-free. Now the memo.
82user{"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.
83Skill1
Tool execution only — no assistant text
Skilldocx
Arguments
docx
Output
Launching skill: docx [metadata] success: true commandName: docx
84Bash160k1
Tool execution only — no assistant text
Bashcd /workspace/work && (npm ls -g docx 2>/dev/null | head -3 || npm install -g docx 2>&1 | tail -2) (+description)
Arguments
Check docx npm package
cd /workspace/work && (npm ls -g docx 2>/dev/null | head -3 || npm install -g docx 2>&1 | tail -2)
Output
(Bash completed with no output) [metadata] noOutputExpected: false
85Bash160k1
Tool execution only — no assistant text
Bashnode -e "require('docx');console.log('docx ok')" 2>&1 | tail -2 || npm install -g docx 2>&1 | tail -3 (+description)
Arguments
Verify docx module availability
node -e "require('docx');console.log('docx ok')" 2>&1 | tail -2 || npm install -g docx 2>&1 | tail -3Output
/bin/bash: line 1: node: command not found [stdout] /bin/bash: line 1: node: command not found [metadata] noOutputExpected: false
86Bash160k1
Tool execution only — no assistant text
Bashwhich nodejs npm python3; python3 -c "import docx; print('python-docx', docx.__version__ if hasattr(docx,'__version__') else 'ok')" (+description)
Arguments
Check available doc tooling
which nodejs npm python3; python3 -c "import docx; print('python-docx', docx.__version__ if hasattr(docx,'__version__') else 'ok')"Output
/usr/local/bin/python3 python-docx 1.2.0 [stdout] /usr/local/bin/python3 python-docx 1.2.0 [metadata] noOutputExpected: false
88Bash165k1
Tool execution only — no assistant text
Bashcat > build_memo.py << 'PYEOF' # -*- coding: utf-8 -*- from docx import Document from docx.shared import Pt, Inches, RGBColor, Emu 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 NAVY=RGBColor(0x1F,0x38,0x64); MID=RGBColor(0x2E,0x5C,0x8A); GREY=RGBColor(0x59,0x59,0x59) d=Document() s=d.sections[0] s.page_width=Emu(12240*635); s.page_height=Emu(15840*635) for a,v in [('left_margin',1.0),('right_margin',1.0),('top_margin',0
Arguments
cat > build_memo.py << 'PYEOF' # -*- coding: utf-8 -*- from docx import Document from docx.shared import Pt, Inches, RGBColor, Emu 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 NAVY=RGBColor(0x1F,0x38,0x64); MID=RGBColor(0x2E,0x5C,0x8A); GREY=RGBColor(0x59,0x59,0x59) d=Document() s=d.sections[0] s.page_width=Emu(12240*635); s.page_height=Emu(15840*635) for a,v in [('left_margin',1.0),('right_margin',1.0),('top_margin',0… 5,084 more characters of arguments in the raw trajectory.
Output
ok [stdout] ok [metadata] noOutputExpected: false
89Bash168k1
Tool execution only — no assistant text
Bashcat >> build_memo.py << 'PYEOF' # ---------- 1. RECOMMENDATION ---------- d.add_heading('Recommendation',1) P('Release the July reset with the buyer proposal amended. Of its 50 cluster-item lines, 34 are accepted as written, 5 are changed and 11 are rejected. The revised set carries 31 cluster-item placements across the 84 stores, down from 35 today, and it fits every cluster inside the tray capacity that actually exists in July.') rich([('Modelled over the four weeks, the revised set returns ',0),('$28,135',1), (' of net contribution after shrink and signed vendor cre
Arguments
cat >> build_memo.py << 'PYEOF' # ---------- 1. RECOMMENDATION ---------- d.add_heading('Recommendation',1) P('Release the July reset with the buyer proposal amended. Of its 50 cluster-item lines, 34 are accepted as written, 5 are changed and 11 are rejected. The revised set carries 31 cluster-item placements across the 84 stores, down from 35 today, and it fits every cluster inside the tray capacity that actually exists in July.') rich([('Modelled over the four weeks, the revised set returns ',0),('$28,135',1), (' of net contribution after shrink and signed vendor cre… 7,171 more characters of arguments in the raw trajectory.
Output
ok [stdout] ok [metadata] noOutputExpected: false
91Bash172k1
Tool execution only — no assistant text
Bashcat >> build_memo.py << 'PYEOF' # ---------- 3. REVISED ASSORTMENT ---------- import pandas as pd d.add_paragraph().paragraph_format.space_after=Pt(0) d.add_heading('Revised cluster assortment – first four weeks',1) P('Facing counts are set by out-of-stock pressure and code date, not by a modelled facing elasticity: the internal record contains no test of the same item at different facing counts, so the workbook is explicit that its economics value which items are carried, not how many facings each gets. In every cluster the two items showing out-of-stock pressure above the
Arguments
cat >> build_memo.py << 'PYEOF' # ---------- 3. REVISED ASSORTMENT ---------- import pandas as pd d.add_paragraph().paragraph_format.space_after=Pt(0) d.add_heading('Revised cluster assortment – first four weeks',1) P('Facing counts are set by out-of-stock pressure and code date, not by a modelled facing elasticity: the internal record contains no test of the same item at different facing counts, so the workbook is explicit that its economics value which items are carried, not how many facings each gets. In every cluster the two items showing out-of-stock pressure above the… 5,439 more characters of arguments in the raw trajectory.
Output
ok [stdout] ok [metadata] noOutputExpected: false
92Bash174k1
Tool execution only — no assistant text
Bashcat >> build_memo.py << 'PYEOF' # ---------- 4. ECONOMICS ---------- d.add_paragraph().paragraph_format.space_after=Pt(0) d.add_heading('Supporting economics – four weeks, chainwide',1) mktable(['Scenario','Gross profit','Signed allowances','Shrink at cost','Waste credits','Net contribution','Waste units'], [1.95,0.75,0.8,0.72,0.7,0.83,0.75], [['Current set – no change','$24,310','–','($1,689)','$36','$22,657','583'], ['Buyer proposal as written','$28,796','$650','($1,847)','$122','$27,721','562'], ['Recommended set','$28,920','$574','($1,482)','$123','$28,135','484
Arguments
cat >> build_memo.py << 'PYEOF' # ---------- 4. ECONOMICS ---------- d.add_paragraph().paragraph_format.space_after=Pt(0) d.add_heading('Supporting economics – four weeks, chainwide',1) mktable(['Scenario','Gross profit','Signed allowances','Shrink at cost','Waste credits','Net contribution','Waste units'], [1.95,0.75,0.8,0.72,0.7,0.83,0.75], [['Current set – no change','$24,310','–','($1,689)','$36','$22,657','583'], ['Buyer proposal as written','$28,796','$650','($1,847)','$122','$27,721','562'], ['Recommended set','$28,920','$574','($1,482)','$123','$28,135','484… 4,272 more characters of arguments in the raw trajectory.
Output
ok [stdout] ok [metadata] noOutputExpected: false
93Bash178k1
Tool execution only — no assistant text
Bashcat >> build_memo.py << 'PYEOF' # ---------- 5. CAPACITY ---------- d.add_heading('Capacity reconciliation',1) P('Oversized trays consume what the item master says they consume: Southwest Chicken Bowl, Cobb Salad and the sushi roll each take 1.5 slots. Metro Core is planned against 12.0 slots because the September lease-line change is not approved for July.') mktable(['Cluster','Stores','Del /wk','Slots available','Current set (1 facing each)','Buyer proposal','Over / (under)','Recommended','Open'], [1.35,0.5,0.5,0.72,0.9,0.72,0.72,0.72,0.47], [['MET – Metro Core','18','5
Arguments
cat >> build_memo.py << 'PYEOF' # ---------- 5. CAPACITY ---------- d.add_heading('Capacity reconciliation',1) P('Oversized trays consume what the item master says they consume: Southwest Chicken Bowl, Cobb Salad and the sushi roll each take 1.5 slots. Metro Core is planned against 12.0 slots because the September lease-line change is not approved for July.') mktable(['Cluster','Stores','Del /wk','Slots available','Current set (1 facing each)','Buyer proposal','Over / (under)','Recommended','Open'], [1.35,0.5,0.5,0.72,0.9,0.72,0.72,0.72,0.47], [['MET – Metro Core','18','5… 7,708 more characters of arguments in the raw trajectory.
Output
chain {'net': np.float64(28135.202867999993), 'slots': np.float64(45.5)} saved memo [stdout] chain {'net': np.float64(28135.202867999993), 'slots': np.float64(45.5)} saved memo [metadata] noOutputExpected: false95Bash178k1
Tool execution only — no assistant text
Bashcd /workspace/output && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py grab_go_reset_memo.docx; rm -rf /tmp/m && mkdir -p /tmp/m && soffice --headless --convert-to pdf grab_go_reset_memo.docx --outdir /tmp/m >/dev/null 2>&1 && python3 -c "import pypdf;print(len(pypdf.PdfReader('/tmp/m/grab_go_reset_memo.pdf').pages),'pages')" && pdftoppm -png -r 100 /tmp/m/grab_go_reset_memo.pdf /tmp/m/p && ls /tmp/m (+description)
Arguments
Validate and render memo
cd /workspace/output && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py grab_go_reset_memo.docx; rm -rf /tmp/m && mkdir -p /tmp/m && soffice --headless --convert-to pdf grab_go_reset_memo.docx --outdir /tmp/m >/dev/null 2>&1 && python3 -c "import pypdf;print(len(pypdf.PdfReader('/tmp/m/grab_go_reset_memo.pdf').pages),'pages')" && pdftoppm -png -r 100 /tmp/m/grab_go_reset_memo.pdf /tmp/m/p && ls /tmp/mOutput
FAILED - Found NEW validation errors: word/document.xml: 3 new error(s) - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}tcMar': This element is not expected. Expected is one of ( {http://schemas.openxmlformats.org/wordprocessingml/2006/main}textDirection, {http://schemas.openxmlformats.org/wordproc... - 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}left': This element is not expected. Expected is one of ( {http://schemas.openxmlformats.org/wordprocessingml/2006/main}end, {http://schemas.openxmlformats.org/wordprocessingml/20... word/settings.xml: 1 new error(s) - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}zoom': The attribute '{http://sch… 1,480 more characters of output in the raw trajectory.
97Bash181k1
Tool execution only — no assistant text
Bashcd /workspace/work && python3 - << 'EOF' s=open('build_memo.py').read() # 1. table-level cell margins helper, correct child order s=s.replace("""def shade(cell,hexc):""","""def tblmar(t,top=30,left=80,bottom=30,right=80): tblPr=t._tbl.tblPr; m=OxmlElement('w:tblCellMar') for side,v in [('top',top),('left',left),('bottom',bottom),('right',right)]: e=OxmlElement(f'w:{side}'); e.set(qn('w:w'),str(v)); e.set(qn('w:type'),'dxa'); m.append(e) tblPr.append(m) def shade(cell,hexc):""") s=s.replace(""" for r_ in t.rows: for c_ in r_.ce
Arguments
cd /workspace/work && python3 - << 'EOF' s=open('build_memo.py').read() # 1. table-level cell margins helper, correct child order s=s.replace("""def shade(cell,hexc):""","""def tblmar(t,top=30,left=80,bottom=30,right=80): tblPr=t._tbl.tblPr; m=OxmlElement('w:tblCellMar') for side,v in [('top',top),('left',left),('bottom',bottom),('right',right)]: e=OxmlElement(f'w:{side}'); e.set(qn('w:w'),str(v)); e.set(qn('w:type'),'dxa'); m.append(e) tblPr.append(m) def shade(cell,hexc):""") s=s.replace(""" for r_ in t.rows: for c_ in r_.ce… 1,862 more characters of arguments in the raw trajectory.
Output
Exit code 1 patched chain {'net': np.float64(28135.202867999993), 'slots': np.float64(45.5)} 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 failure98Bash182k1
Tool execution only — no assistant text
Bashpython3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx (+description)
Arguments
Validate memo
python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx
Output
Exit code 1 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}tblCellMar': This element is not expected. Expected is one of ( {http://schemas.openxmlformats.org/wordprocessingml/2006/main}tblCaption, {http://schemas.openxmlformats.org/wordpr... Paragraphs: 0 → 591 (+591) [error] tool reported failure100Bash183k1
Tool execution only — no assistant text
Bashcd /tmp && rm -rf up && python3 /logs/agent/sessions/skills/docx/scripts/office/unpack.py /workspace/output/grab_go_reset_memo.docx up >/dev/null && grep -A9 "tblCellMar" up/word/document.xml | head -24 && echo "=== tblPr ===" && grep -B2 -A16 "<w:tblPr>" up/word/document.xml | head -30 (+description)
Arguments
Inspect generated table XML
cd /tmp && rm -rf up && python3 /logs/agent/sessions/skills/docx/scripts/office/unpack.py /workspace/output/grab_go_reset_memo.docx up >/dev/null && grep -A9 "tblCellMar" up/word/document.xml | head -24 && echo "=== tblPr ===" && grep -B2 -A16 "<w:tblPr>" up/word/document.xml | head -30
Output
<w:tblCellMar> <w:top w:w="25" w:type="dxa"/> <w:left w:w="70" w:type="dxa"/> <w:bottom w:w="25" w:type="dxa"/> <w:right w:w="70" w:type="dxa"/> </w:tblCellMar> </w:tblPr> <w:tblGrid> <w:gridCol w:w="2419"/> <w:gridCol w:w="720"/> <w:gridCol w:w="720"/> <w:gridCol w:w="893"/> <w:gridCol w:w="691"/> <w:gridCol w:w="893"/> <w:gridCol w:w="3024"/> === tblPr === </w:p> <w:tbl> <w:tblPr> <w:tblStyle w:val="TableGrid"/> <w:tblW w:type="auto" w:w="0"/> <w:jc w:val="center"/> <w:tblLayout w:type="fixed"/> <w:tblLook w:firstColumn="1" w:firstRow="1" w:lastColumn="0" w:lastRow="0" w:noHBand="0" w:noVBand="1" w:val="04A0"/> </w:tblPr> <w:tblGrid> <w:gridCol w:w="1224"/> <w:gridCol w:w="864"/> <w:gridCol w:w="7272"/> </w:tblGrid> <w:tr> <w:trPr> <w:tblHeader/>… 1,952 more characters of output in the raw trajectory.
102Bash185k1
Tool execution only — no assistant text
Bashcd /workspace/work && python3 - << 'EOF' s=open('build_memo.py').read() s=s.replace(""" tblPr=t._tbl.tblPr; m=OxmlElement('w:tblCellMar') for side,v in [('top',top),('left',left),('bottom',bottom),('right',right)]: e=OxmlElement(f'w:{side}'); e.set(qn('w:w'),str(v)); e.set(qn('w:type'),'dxa'); m.append(e) tblPr.append(m)""", """ tblPr=t._tbl.tblPr; m=OxmlElement('w:tblCellMar') for side,v in [('top',top),('start',left),('left',left),('bottom',bottom),('end',right),('right',right)]: e=OxmlElement(f'w:{side}'); e.set(qn('w:w'),str(v)
Arguments
cd /workspace/work && python3 - << 'EOF' s=open('build_memo.py').read() s=s.replace(""" tblPr=t._tbl.tblPr; m=OxmlElement('w:tblCellMar') for side,v in [('top',top),('left',left),('bottom',bottom),('right',right)]: e=OxmlElement(f'w:{side}'); e.set(qn('w:w'),str(v)); e.set(qn('w:type'),'dxa'); m.append(e) tblPr.append(m)""", """ tblPr=t._tbl.tblPr; m=OxmlElement('w:tblCellMar') for side,v in [('top',top),('start',left),('left',left),('bottom',bottom),('end',right),('right',right)]: e=OxmlElement(f'w:{side}'); e.set(qn('w:w'),str(v)… 394 more characters of arguments in the raw trajectory.
Output
Exit code 1 FAILED - Found NEW validation errors: word/document.xml: 1 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... Paragraphs: 0 → 591 (+591) [error] tool reported failure104Bash186k1
Tool execution only — no assistant text
Bashcd /workspace/work && sed -i "s/\[('top',top),('start',left),('left',left),('bottom',bottom),('end',right),('right',right)\]/[('top',top),('left',left),('bottom',bottom),('right',right)]/" build_memo.py && python3 build_memo.py >/dev/null && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx (+description)
Arguments
Use left/right only in cell margins
cd /workspace/work && sed -i "s/\[('top',top),('start',left),('left',left),('bottom',bottom),('end',right),('right',right)\]/[('top',top),('left',left),('bottom',bottom),('right',right)]/" build_memo.py && python3 build_memo.py >/dev/null && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docxOutput
Exit code 1 FAILED - Found NEW validation errors: word/document.xml: 1 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... Paragraphs: 0 → 591 (+591) [error] tool reported failure106Bash187k1
Tool execution only — no assistant text
Bashcd /workspace/work && sed -i "s/\[('top',top),('left',left),('bottom',bottom),('right',right)\]/[('top',top),('start',left),('bottom',bottom),('end',right)]/" build_memo.py && python3 build_memo.py >/dev/null && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx (+description)
Arguments
Try start/end cell margin elements
cd /workspace/work && sed -i "s/\[('top',top),('left',left),('bottom',bottom),('right',right)\]/[('top',top),('start',left),('bottom',bottom),('end',right)]/" build_memo.py && python3 build_memo.py >/dev/null && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docxOutput
Exit code 1 FAILED - Found NEW validation errors: word/document.xml: 1 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... Paragraphs: 0 → 591 (+591) [error] tool reported failure108Bash188k1
Tool execution only — no assistant text
Bashcd /tmp && rm -rf up && python3 /logs/agent/sessions/skills/docx/scripts/office/unpack.py /workspace/output/grab_go_reset_memo.docx up >/dev/null && grep -n "<w:left" up/word/document.xml | head && echo "--- context ---" && grep -B6 -A3 "<w:left " up/word/document.xml | head -30 (+description)
Arguments
Locate offending left element
cd /tmp && rm -rf up && python3 /logs/agent/sessions/skills/docx/scripts/office/unpack.py /workspace/output/grab_go_reset_memo.docx up >/dev/null && grep -n "<w:left" up/word/document.xml | head && echo "--- context ---" && grep -B6 -A3 "<w:left " up/word/document.xml | head -30
Output
257: <w:left w:w="80" w:type="dxa"/> 282: <w:left w:w="80" w:type="dxa"/> 308: <w:left w:w="80" w:type="dxa"/> 338: <w:left w:w="80" w:type="dxa"/> 362: <w:left w:w="80" w:type="dxa"/> 387: <w:left w:w="80" w:type="dxa"/> 416: <w:left w:w="80" w:type="dxa"/> 440: <w:left w:w="80" w:type="dxa"/> 465: <w:left w:w="80" w:type="dxa"/> 494: <w:left w:w="80" w:type="dxa"/> --- context --- <w:tcPr> <w:tcW w:type="dxa" w:w="1224"/> <w:shd w:val="clear" w:fill="1F3864"/> <w:tcMar> <w:top w:w="30" w:type="dxa"/> <w:bottom w:w="30" w:type="dxa"/> <w:left w:w="80" w:type="dxa"/> <w:right w:w="80" w:type="dxa"/> </w:tcMar> </w:tcPr> -- <w:tcPr> <w:tcW w:type="dxa" w:w="864"/> <w:shd w:val="clear" w:fill="1F3864"/>… 2,278 more characters of output in the raw trajectory.
110Read189k1
Tool execution only — no assistant text
Read/workspace/work/build_memo.py (+offset, limit)
Arguments
- file_path
/workspace/work/build_memo.py- offset
76- limit
14
Output
76 tcPr=c_._tc.get_or_add_tcPr(); mar=OxmlElement('w:tcMar') 77 for side,v in [('top',30),('bottom',30),('left',80),('right',80)]: 78 e=OxmlElement(f'w:{side}'); e.set(qn('w:w'),str(v)); e.set(qn('w:type'),'dxa'); mar.append(e) 79 tcPr.append(mar) 80 d.add_paragraph().paragraph_format.space_after=Pt(2) 81 return t 82 def rule(p,size=8,color='1F3864'): 83 pPr=p._p.get_or_add_pPr(); b=OxmlElement('w:pBdr'); bt=OxmlElement('w:bottom') 84 bt.set(qn('w:val'),'single'); bt.set(qn('w:sz'),str(size)); bt.set(qn('w:space'),'2'); bt.set(qn('w:color'),color) 85 b.append(bt) 86 pPr.insert_element_before(b,'w:shd','w:tabs','w:suppressAutoHyphens','w:kinsoku','w:wordWrap','w:overflowPunct', 87 'w:topLinePunct','w:autoSpaceDE','w:autoSpaceDN','w:bidi','w:adjustRightInd','w:snapToGrid','w:spacing','w:ind', 88 'w:contextualSpacing','w:mirrorIndents','w:suppressOverlap','w:jc','w:textDirection','w:textAlignment',… 1,330 more characters of output in the raw trajectory.
111Read190k1
Tool execution only — no assistant text
Read/workspace/work/build_memo.py (+offset, limit)
Arguments
- file_path
/workspace/work/build_memo.py- offset
72- limit
6
Output
72 r=p.add_run(str(v)); r.font.size=Pt(fs); r.bold=(ri in bold_rows) 73 if aligns and aligns[i]!='l': p.alignment=WD_ALIGN_PARAGRAPH.CENTER if aligns[i]=='c' else WD_ALIGN_PARAGRAPH.RIGHT 74 for r_ in t.rows: 75 for c_ in r_.cells: 76 tcPr=c_._tc.get_or_add_tcPr(); mar=OxmlElement('w:tcMar') 77 for side,v in [('top',30),('bottom',30),('left',80),('right',80)]: [metadata] type: text file: filePath: /workspace/work/build_memo.py content: | r=p.add_run(str(v)); r.font.size=Pt(fs); r.bold=(ri in bold_rows) if aligns and aligns[i]!='l': p.alignment=WD_ALIGN_PARAGRAPH.CENTER if aligns[i]=='c' else WD_ALIGN_PARAGRAPH.RIGHT for r_ in t.rows: for c_ in r_.cells: tcPr=c_._tc.get_or_add_tcPr(); mar=OxmlElement('w:tcMar') for side,v in [('top',30),('bottom',30),('left',80),('right',80)]: numLines: 6 startLine: 72 totalLines: 304112Edit190k1
Tool execution only — no assistant text
Edit/workspace/work/build_memo.py (+replace_all, old_string, new_string)
Arguments
- replace_all
false- file_path
/workspace/work/build_memo.py- old_string
for r_ in t.rows: for c_ in r_.cells: tcPr=c_._tc.get_or_add_tcPr(); mar=OxmlElement('w:tcMar') for side,v in [('top',30),('bottom',30),('left',80),('right',80)]: e=OxmlElement(f'w:{side}'); e.set(qn('w:w'),str(v)); e.set(qn('w:type'),'dxa'); mar.append(e) tcPr.append(mar) d.add_paragraph().paragraph_format.space_after=Pt(2)- new_string
tblmar(t,30,80,30,80) d.add_paragraph().paragraph_format.space_after=Pt(2)
Output
The file /workspace/work/build_memo.py has been updated successfully. (file state is current in your context — no need to Read it back) [metadata] filePath: /workspace/work/build_memo.py oldString: | for r_ in t.rows: for c_ in r_.cells: tcPr=c_._tc.get_or_add_tcPr(); mar=OxmlElement('w:tcMar') for side,v in [('top',30),('bottom',30),('left',80),('right',80)]: e=OxmlElement(f'w:{side}'); e.set(qn('w:w'),str(v)); e.set(qn('w:type'),'dxa'); mar.append(e) tcPr.append(mar) d.add_paragraph().paragraph_format.space_after=Pt(2) newString: | tblmar(t,30,80,30,80) d.add_paragraph().paragraph_format.space_after=Pt(2) originalFile: null structuredPatch: - oldStart: 71 oldLines: 12 newStart: 71 newLines: 7 lines: - p=cell.paragraphs[0]; p.paragraph_format.space_after=Pt(1); p.paragraph_format.space_before=Pt(1) - r=p.add_run(str(v)); r.font.size=Pt(fs); r.bo… 710 more characters of output in the raw trajectory.
113Bash191k1
Tool execution only — no assistant text
Bashcd /workspace/work && sed -i "s/\[('top',top),('start',left),('bottom',bottom),('end',right)\]/[('top',top),('left',left),('bottom',bottom),('right',right)]/" build_memo.py && python3 build_memo.py >/dev/null && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx (+description)
Arguments
Rebuild memo and validate
cd /workspace/work && sed -i "s/\[('top',top),('start',left),('bottom',bottom),('end',right)\]/[('top',top),('left',left),('bottom',bottom),('right',right)]/" build_memo.py && python3 build_memo.py >/dev/null && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docxOutput
Paragraphs: 0 → 591 (+591) All validations PASSED! [stdout] Paragraphs: 0 → 591 (+591) All validations PASSED! [metadata] noOutputExpected: false
114Validation passes. Let me render and review the layout.195k
Validation passes. Let me render and review the layout.
115Bash1
Tool execution only — no assistant text
Bashrm -rf /tmp/m && mkdir -p /tmp/m && cd /workspace/output && soffice --headless --convert-to pdf grab_go_reset_memo.docx --outdir /tmp/m >/dev/null 2>&1 && python3 -c "import pypdf;print(len(pypdf.PdfReader('/tmp/m/grab_go_reset_memo.pdf').pages),'pages')" && pdftoppm -png -r 100 /tmp/m/grab_go_reset_memo.pdf /tmp/m/p && ls /tmp/m (+description)
Arguments
Render memo to images
rm -rf /tmp/m && mkdir -p /tmp/m && cd /workspace/output && soffice --headless --convert-to pdf grab_go_reset_memo.docx --outdir /tmp/m >/dev/null 2>&1 && python3 -c "import pypdf;print(len(pypdf.PdfReader('/tmp/m/grab_go_reset_memo.pdf').pages),'pages')" && pdftoppm -png -r 100 /tmp/m/grab_go_reset_memo.pdf /tmp/m/p && ls /tmp/mOutput
9 pages grab_go_reset_memo.pdf p-1.png p-2.png p-3.png p-4.png p-5.png p-6.png p-7.png p-8.png p-9.png [stdout] 9 pages grab_go_reset_memo.pdf p-1.png p-2.png p-3.png p-4.png p-5.png p-6.png p-7.png p-8.png p-9.png [metadata] noOutputExpected: false
116Read196k1
Tool execution only — no assistant text
Read/tmp/m/p-1.png
Arguments
/tmp/m/p-1.png
Output
type: image source: type: base64 data: 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
… 606,347 more characters of output in the raw trajectory.
117Read1
Tool execution only — no assistant text
Read/tmp/m/p-2.png
Arguments
/tmp/m/p-2.png
Output
type: image source: type: base64 data: 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
… 764,435 more characters of output in the raw trajectory.
119Bash199k1
Tool execution only — no assistant text
Bashcd /tmp && rm -rf up2 && python3 /logs/agent/sessions/skills/docx/scripts/office/unpack.py /workspace/output/grab_go_reset_memo.docx up2 >/dev/null && python3 -c " import re x=open('up2/word/styles.xml').read() i=x.find('w:docDefaults'); print(x[i-10:i+700]); print('=== Normal ===') j=x.find('w:styleId=\"Normal\"'); print(x[j-60:j+500])" (+description)
Arguments
Inspect document default fonts
cd /tmp && rm -rf up2 && python3 /logs/agent/sessions/skills/docx/scripts/office/unpack.py /workspace/output/grab_go_reset_memo.docx up2 >/dev/null && python3 -c " import re x=open('up2/word/styles.xml').read() i=x.find('w:docDefaults'); print(x[i-10:i+700]); print('=== Normal ===') j=x.find('w:styleId=\"Normal\"'); print(x[j-60:j+500])"Output
"w14"> <w:docDefaults> <w:rPrDefault> <w:rPr> <w:rFonts w:asciiTheme="minorHAnsi" w:eastAsiaTheme="minorEastAsia" w:hAnsiTheme="minorHAnsi" w:cstheme="minorBidi"/> <w:sz w:val="22"/> <w:szCs w:val="22"/> <w:lang w:val="en-US" w:eastAsia="en-US" w:bidi="ar-SA"/> </w:rPr> </w:rPrDefault> <w:pPrDefault> <w:pPr> <w:spacing w:after="200" w:line="276" w:lineRule="auto"/> </w:pPr> </w:pPrDefault> </w:docDefaults> <w:latentStyles w:defLockedState="0" w:defUIPriority="99" w:defSemiHidden="1" w:defUnhideWhenUsed="1" w:defQFormat="0" w:count="276"> <w:lsdException w:name="Normal" w:semiHidden="0" w:uiPriority="0" w:unhideWh === Normal === w:latentStyles> <w:style w:type="paragraph" w:default="1" w:styleId="Normal"> <w:name w:val="Normal"/> <w:qFormat/> <w:rsid w:val="00FC693F"/> <w:pPr> <w:spacing w:after="140" w:line="259" w:lineRule="auto"/> </w:pPr> <w:rPr> <w:rFonts… 1,700 more characters of output in the raw trajectory.
121Bash200k1
Tool execution only — no assistant text
Bashfc-list : family 2>/dev/null | tr ',' '\n' | sort -u | head -40 (+description)
Arguments
List available system fonts
fc-list : family 2>/dev/null | tr ',' '\n' | sort -u | head -40
Output
DejaVu Sans DejaVu Sans Mono DejaVu Serif OpenSymbol [stdout] DejaVu Sans DejaVu Sans Mono DejaVu Serif OpenSymbol [metadata] noOutputExpected: false
123That's LibreOffice font substitution (only DejaVu is installed here) — the document correctly specifies Arial. Reviewing…200k
That's LibreOffice font substitution (only DejaVu is installed here) — the document correctly specifies Arial. Reviewing the remaining pages:
124Read1
Tool execution only — no assistant text
Read/tmp/m/p-3.png
Arguments
/tmp/m/p-3.png
Output
type: image source: type: base64 data: 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
… 542,595 more characters of output in the raw trajectory.
125Read1
Tool execution only — no assistant text
Read/tmp/m/p-4.png
Arguments
/tmp/m/p-4.png
Output
type: image source: type: base64 data: 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
… 298,403 more characters of output in the raw trajectory.
127Found a real layout bug — merged banner rows retain empty paragraphs from each merged cell, inflating row height. Fixing…205k
Found a real layout bug — merged banner rows retain empty paragraphs from each merged cell, inflating row height. Fixing:
128Bash1
Tool execution only — no assistant text
Bashcd /workspace/work && python3 - << 'EOF' s=open('build_memo.py').read() s=s.replace("""def shade(cell,hexc):""","""def merge_row(row): m=row.cells[0].merge(row.cells[-1]) for p in m.paragraphs[1:]: p._element.getparent().remove(p._element) return m def shade(cell,hexc):""") s=s.replace(""" row.cells[0].merge(row.cells[6]) row.cells[0].paragraphs[0].runs[0].font.color.rgb=RGBColor(0xFF,0xFF,0xFF)""", """ merge_row(row).paragraphs[0].runs[0].font.color.rgb=RGBColor(0xFF,0xFF,0xFF)""") s=s.replace(""" r2.cells[0].merge(r2.c
Arguments
cd /workspace/work && python3 - << 'EOF' s=open('build_memo.py').read() s=s.replace("""def shade(cell,hexc):""","""def merge_row(row): m=row.cells[0].merge(row.cells[-1]) for p in m.paragraphs[1:]: p._element.getparent().remove(p._element) return m def shade(cell,hexc):""") s=s.replace(""" row.cells[0].merge(row.cells[6]) row.cells[0].paragraphs[0].runs[0].font.color.rgb=RGBColor(0xFF,0xFF,0xFF)""", """ merge_row(row).paragraphs[0].runs[0].font.color.rgb=RGBColor(0xFF,0xFF,0xFF)""") s=s.replace(""" r2.cells[0].merge(r2.c… 1,350 more characters of arguments in the raw trajectory.
Output
patched Paragraphs: 0 → 531 (+531) All validations PASSED! 8 pages [stdout] patched Paragraphs: 0 → 531 (+531) All validations PASSED! 8 pages [metadata] noOutputExpected: false
129Read205k1
Tool execution only — no assistant text
Read/tmp/m/p-4.png
Arguments
/tmp/m/p-4.png
Output
type: image source: type: base64 data: 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
… 527,171 more characters of output in the raw trajectory.
130Read1
Tool execution only — no assistant text
Read/tmp/m/p-5.png
Arguments
/tmp/m/p-5.png
Output
type: image source: type: base64 data: 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
… 635,379 more characters of output in the raw trajectory.
132Read208k1
Tool execution only — no assistant text
Read/tmp/m/p-6.png
Arguments
/tmp/m/p-6.png
Output
type: image source: type: base64 data: iVBORw0KGgoAAAANSUhEUgAAA1IAAARMCAIAAAAcPzU1AAAACXBIWXMAAA9hAAAPYQGoP6dpAAAgAElEQVR42uydd1ib19nwH0mAxBAgMQ0WywPjgQcY79ix69ovdpKGUBzXo8aNndnU6eU66ZukSeO0iUdGY/dNPeKFU5JgYvYGCQRCAgFig0GIJQQWG7TQ+v441/dc+p5HksFxnPT97t9fQug5zzn3ue/73GdTzGYzBgAAAAAAAPxvhwoiAAAAAAAAgLAPAAAAAAAAgLAPAAAAAAAAgLAPAAAAAAAAgLAPAAAAAAAAgLAPAAAAAAAAgLAPAAAAAAAAgLAPAAAAAAAAgLAPAAAAAAAAwj4AAAAAAAAAwj4AAAAAAAAAwj4AAAAAAAAAwj4AAAAAAAAAwj4AAAAAAAAAwj4AAAAAAAAAwj4AAAAAAAAAwj4AAAAAAAAAwj4AAAAAAAAI+wAAAAAAAAAI+wAAAAAAAAAI+wAAAAAAAAAI+wAAAAAAAAAI+wAAAAAAAAAI+wAAAAAAAAAI+wAAAAAAAAAI+wAAAAAAAAAI+wAAAAAAACDsAwAAAAAAACDsAwAAAAAAACDsAwAAAAAAACDsAwAAAAAAACDsAwAAAAAAACDsAwAAAAAAACDsAwAAAAAAACDsAwAAAAAAACDsAwAAAAAAgLAPAAAAAAAAgLAPAAAAAAAAgLAPAAAAAAAAgLAPAAAAAAAAgLAPAAAAAAAAgLAPAAAAAAAAgLAPAAAAAAAAgLAPAAAAAAAAgLAPAAAAAAAAwj4AAAAAAAAAwj4AAAAAAAAAwj4AAAAAAAAAwj4AAAAAAAAAwj4AAAAAAAAAwj4AAAAAAAAAwj4AAAAAAAAAwj4AAAAAAAAAwj4AAAAAAAAI+wAAAAAAAAAI+wAAAAAAAAAI+wAAAAAAAAAI+wAAAAAAAAAI+wAA
… 515,931 more characters of output in the raw trajectory.
133Read1
Tool execution only — no assistant text
Read/tmp/m/p-7.png
Arguments
/tmp/m/p-7.png
Output
type: image source: type: base64 data: 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
… 745,603 more characters of output in the raw trajectory.
135Read212k1
Tool execution only — no assistant text
Read/tmp/m/p-8.png
Arguments
/tmp/m/p-8.png
Output
type: image source: type: base64 data: 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
… 427,267 more characters of output in the raw trajectory.
136Read1
Tool execution only — no assistant text
Read/tmp/m/p-3.png
Arguments
/tmp/m/p-3.png
Output
type: image source: type: base64 data: 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
… 637,635 more characters of output in the raw trajectory.
138Bash217k1
Tool execution only — no assistant text
Bashcd /workspace/work && python3 - << 'EOF' s=open('build_memo.py').read() # smart quotes post-pass s=s.replace("""for z in d.settings.element.findall(qn('w:zoom')):""","""def sq(t): out=[];op=True for ch in t: if ch=='"': out.append('\\u201c' if op else '\\u201d'); op=not op else: out.append(ch) return ''.join(out).replace("'",'\\u2019') for _t in d.element.body.iter(qn('w:t')): if _t.text: _t.text=sq(_t.text) for z in d.settings.element.findall(qn('w:zoom')):""") # scenario table s=s.replace("""mktable(['Scenario',
Arguments
cd /workspace/work && python3 - << 'EOF' s=open('build_memo.py').read() # smart quotes post-pass s=s.replace("""for z in d.settings.element.findall(qn('w:zoom')):""","""def sq(t): out=[];op=True for ch in t: if ch=='"': out.append('\\u201c' if op else '\\u201d'); op=not op else: out.append(ch) return ''.join(out).replace("'",'\\u2019') for _t in d.element.body.iter(qn('w:t')): if _t.text: _t.text=sq(_t.text) for z in d.settings.element.findall(qn('w:zoom')):""") # scenario table s=s.replace("""mktable(['Scenario',… 1,588 more characters of arguments in the raw trajectory.
Output
Exit code 1 patched Paragraphs: 0 → 531 (+531) All validations PASSED! I/O Error: Couldn't open file '/tmp/m/grab_go_reset_memo.pdf': No such file or directory. [error] tool reported failure
139Bash217k1
Tool execution only — no assistant text
Bashrm -rf /tmp/m && mkdir /tmp/m && soffice --headless --convert-to pdf grab_go_reset_memo.docx --outdir /tmp/m >/dev/null 2>&1 && pdftoppm -png -r 100 /tmp/m/grab_go_reset_memo.pdf /tmp/m/p && python3 -c "import pypdf;print(len(pypdf.PdfReader('/tmp/m/grab_go_reset_memo.pdf').pages),'pages')" (+description)
Arguments
Render memo from output directory
rm -rf /tmp/m && mkdir /tmp/m && soffice --headless --convert-to pdf grab_go_reset_memo.docx --outdir /tmp/m >/dev/null 2>&1 && pdftoppm -png -r 100 /tmp/m/grab_go_reset_memo.pdf /tmp/m/p && python3 -c "import pypdf;print(len(pypdf.PdfReader('/tmp/m/grab_go_reset_memo.pdf').pages),'pages')"Output
8 pages [stdout] 8 pages [metadata] noOutputExpected: false
140Read217k1
Tool execution only — no assistant text
Read/tmp/m/p-5.png
Arguments
/tmp/m/p-5.png
Output
type: image source: type: base64 data: 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
… 634,475 more characters of output in the raw trajectory.
141Read1
Tool execution only — no assistant text
Read/tmp/m/p-6.png
Arguments
/tmp/m/p-6.png
Output
type: image source: type: base64 data: 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
… 513,435 more characters of output in the raw trajectory.
143Bash220k1
Tool execution only — no assistant text
Bashcd /workspace/work && sed -i "s/\[1.72,0.74,0.76,0.74,0.72,0.98,0.84\]/[1.60,0.74,0.88,0.74,0.72,0.98,0.84]/; s/\[1.27,0.50,0.45,0.72,0.85,0.72,0.72,0.80,0.47\]/[1.17,0.60,0.45,0.72,0.85,0.72,0.72,0.80,0.47]/" build_memo.py && python3 build_memo.py >/dev/null && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx && rm -rf /tmp/m && mkdir /tmp/m && soffice --headless --convert-to pdf grab_go_reset_memo.docx --outdir /tmp/m >/dev/null 2>&1 && pdftoppm -png -r 100 -f 5 -l 6 /tmp/m/grab_go_reset_memo.pdf /tmp/m/p
Arguments
cd /workspace/work && sed -i "s/\[1.72,0.74,0.76,0.74,0.72,0.98,0.84\]/[1.60,0.74,0.88,0.74,0.72,0.98,0.84]/; s/\[1.27,0.50,0.45,0.72,0.85,0.72,0.72,0.80,0.47\]/[1.17,0.60,0.45,0.72,0.85,0.72,0.72,0.80,0.47]/" build_memo.py && python3 build_memo.py >/dev/null && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx && rm -rf /tmp/m && mkdir /tmp/m && soffice --headless --convert-to pdf grab_go_reset_memo.docx --outdir /tmp/m >/dev/null 2>&1 && pdftoppm -png -r 100 -f 5 -l 6 /tmp/m/grab_go_reset_memo.pdf /tmp/m/p
… 44 more characters of arguments in the raw trajectory.
Output
Exit code 1 Paragraphs: 0 → 531 (+531) All validations PASSED! I/O Error: Couldn't open file '/tmp/m/grab_go_reset_memo.pdf': No such file or directory. [error] tool reported failure
144Bash221k1
Tool execution only — no assistant text
Bashrm -rf /tmp/m && mkdir /tmp/m && soffice --headless --convert-to pdf grab_go_reset_memo.docx --outdir /tmp/m >/dev/null 2>&1 && pdftoppm -png -r 100 -f 5 -l 6 /tmp/m/grab_go_reset_memo.pdf /tmp/m/p && ls /tmp/m (+description)
Arguments
Render pages 5-6
rm -rf /tmp/m && mkdir /tmp/m && soffice --headless --convert-to pdf grab_go_reset_memo.docx --outdir /tmp/m >/dev/null 2>&1 && pdftoppm -png -r 100 -f 5 -l 6 /tmp/m/grab_go_reset_memo.pdf /tmp/m/p && ls /tmp/m
Output
grab_go_reset_memo.pdf p-5.png p-6.png [stdout] grab_go_reset_memo.pdf p-5.png p-6.png [metadata] noOutputExpected: false
145Read221k1
Tool execution only — no assistant text
Read/tmp/m/p-5.png
Arguments
/tmp/m/p-5.png
Output
type: image source: type: base64 data: 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
… 632,675 more characters of output in the raw trajectory.
147Let me verify two specific figures I want to be precise about.224k
Let me verify two specific figures I want to be precise about.
148Bash1
Tool execution only — no assistant text
Bashcd /workspace/work && python3 << 'EOF' from openpyxl import load_workbook wb=load_workbook('/workspace/output/reset_decision_workbook.xlsx',data_only=True); ws=wb['Item Economics'] rows={} for r in range(5,ws.max_row+1): a=ws.cell(r,1).value if not a: break rows[(a,ws.cell(r,5).value)]=r def shr(cc,sku): r=rows[(cc,sku)]; return (-ws.cell(r,25).value-ws.cell(r,26).value)*ws.cell(r,3).value*4 CUR=['GGS-84QJ','GGS-2VWK','GGS-9PQL','GGS-5MTC','GGS-7DNL','GGS-1KFV','GGS-4HBP'] RECS={'HWY':['GGS-84QJ','GGS-2VWK','GGS-9PQL','GGS-6BGH','GGS-5MTC'],'RUR':['GGS-2V
Arguments
cd /workspace/work && python3 << 'EOF' from openpyxl import load_workbook wb=load_workbook('/workspace/output/reset_decision_workbook.xlsx',data_only=True); ws=wb['Item Economics'] rows={} for r in range(5,ws.max_row+1): a=ws.cell(r,1).value if not a: break rows[(a,ws.cell(r,5).value)]=r def shr(cc,sku): r=rows[(cc,sku)]; return (-ws.cell(r,25).value-ws.cell(r,26).value)*ws.cell(r,3).value*4 CUR=['GGS-84QJ','GGS-2VWK','GGS-9PQL','GGS-5MTC','GGS-7DNL','GGS-1KFV','GGS-4HBP'] RECS={'HWY':['GGS-84QJ','GGS-2VWK','GGS-9PQL','GGS-6BGH','GGS-5MTC'],'RUR':['GGS-2V… 749 more characters of arguments in the raw trajectory.
Output
HWY: current net shrink $308 -> recommended $202 (saving $106) RUR: current net shrink $286 -> recommended $199 (saving $87) HWY+RUR combined saving $193 RUR Southwest Bowl 4-wk net shrink: $64 HWY Bowl: $53 RUR total recommended net shrink: $199 RUR Turkey Club Sandwich $30 RUR Chicken Caesar Wrap $27 RUR Southwest Chicken Bowl $64 RUR Protein Snack Box $26 RUR Hummus Veggie Wrap $52 [stdout] HWY: current net shrink $308 -> recommended $202 (saving $106) RUR: current net shrink $286 -> recommended $199 (saving $87) HWY+RUR combined saving $193 RUR Southwest Bowl 4-wk net shrink: $64 HWY Bowl: $53 RUR total recommended net shrink: $199 RUR Turkey Club Sandwich $30 RUR Chicken Caesar Wrap $27 RUR Southwest Chicken Bowl $64 RUR Protein Snack Box $26 RUR Hummus Veggie Wrap $52 [metadata] noOutputExpected: false
150Two figures need correcting — I'll fix them in both deliverables.225k
Two figures need correcting — I'll fix them in both deliverables.
151Bash1
Tool execution only — no assistant text
Bashpython3 - << 'EOF' m=open('build_memo.py').read() a="trade two fewer items and about $250 less four-week shrink between them for the same gross profit" assert a in m; m=m.replace(a,"trade two fewer items and $193 less four-week shrink between them for the same gross profit") b="Rural's largest single shrink line at roughly $199 net over four weeks." assert b in m; m=m.replace(b,"Rural's largest single shrink line at roughly $64 net over four weeks, about a third of that cluster's total.") open('build_memo.py','w').write(m) x=open('build_xlsx.py').read() c="it is Ru
Arguments
python3 - << 'EOF' m=open('build_memo.py').read() a="trade two fewer items and about $250 less four-week shrink between them for the same gross profit" assert a in m; m=m.replace(a,"trade two fewer items and $193 less four-week shrink between them for the same gross profit") b="Rural's largest single shrink line at roughly $199 net over four weeks." assert b in m; m=m.replace(b,"Rural's largest single shrink line at roughly $64 net over four weeks, about a third of that cluster's total.") open('build_memo.py','w').write(m) x=open('build_xlsx.py').read() c="it is Ru… 665 more characters of arguments in the raw trajectory.
Output
Traceback (most recent call last): File "<stdin>", line 5, in <module> AssertionError Paragraphs: 0 → 531 (+531) All validations PASSED! { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1126 } [stdout] Traceback (most recent call last): File "<stdin>", line 5, in <module> AssertionError Paragraphs: 0 → 531 (+531) All validations PASSED! { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1126 } [metadata] noOutputExpected: false153Bash226k1
Tool execution only — no assistant text
Bashgrep -n '\$199\|\$250 less' build_memo.py build_xlsx.py (+description)
Arguments
Locate figures needing correction
grep -n '\$199\|\$250 less' build_memo.py build_xlsx.py
Output
build_memo.py:245:P('Highway and Rural North are close to flat against today, and that is the intended result. Both clusters trade two fewer items and about $250 less four-week shrink between them for the same gross profit, on three and two delivery days respectively – which is what your instruction to carry fewer, cleaner choices there actually buys.',size=9,color=GREY,italic=True,space_after=8) build_memo.py:278:d.add_paragraph('Southwest Chicken Bowl runs 19.3% waste in Rural North and 10.7% in Highway – Rural\'s largest single shrink line at roughly $199 net over four weeks. It stays for now: delisting a core bowl mid-reset is a bigger call than this reset needs. Cut the order minimum in both clusters and re-decide at the week-4 read.',style='List Bullet') build_xlsx.py:559: ('Medium','Southwest Chicken Bowl waste in Rural North (19.3%) and Highway (10.7%)','The bowl is a core item on 1.5 tray slots with a three-day code; in a two-delivery cluster it is Rural\'s single largest shri… 1,670 more characters of output in the raw trajectory.
154Bash227k1
Tool execution only — no assistant text
Bashpython3 - << 'PY' import re m=open('build_memo.py').read() m=m.replace("about $250 less four-week shrink between them","$193 less four-week shrink between them") m=m.replace("largest single shrink line at roughly $199 net over four weeks.", "largest single shrink line at roughly $64 net over four weeks, about a third of that cluster\\'s total shrink.") open('build_memo.py','w').write(m) x=open('build_xlsx.py').read() x=x.replace("single largest shrink line at about $199 of net shrink over four weeks.", "single largest shrink line at abo
Arguments
python3 - << 'PY' import re m=open('build_memo.py').read() m=m.replace("about $250 less four-week shrink between them","$193 less four-week shrink between them") m=m.replace("largest single shrink line at roughly $199 net over four weeks.", "largest single shrink line at roughly $64 net over four weeks, about a third of that cluster\\'s total shrink.") open('build_memo.py','w').write(m) x=open('build_xlsx.py').read() x=x.replace("single largest shrink line at about $199 of net shrink over four weeks.", "single largest shrink line at abo… 528 more characters of arguments in the raw trajectory.
Output
False False False Paragraphs: 0 → 531 (+531) All validations PASSED! { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1126 } [stdout] False False False Paragraphs: 0 → 531 (+531) All validations PASSED! { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1126 } [metadata] noOutputExpected: false155Bash228k1
Tool execution only — no assistant text
Bashcd /workspace/output && python3 - << 'PY' import subprocess,re t=subprocess.run(['pandoc','--to','plain','grab_go_reset_memo.docx'],capture_output=True,text=True).stdout for k in ['$193','$64 net','$2,250','$813','$28,135','$5,478','$414','$1,359','34 are','31 cluster-item','2.0 tray slots','45.5']: print(f'{k:20s}', 'FOUND' if k in t else '** MISSING **') print('\nstray straight quotes:', t.count('"'), "| apostrophes:", t.count("'")) PY python3 -c " from openpyxl import load_workbook w=load_workbook('reset_decision_workbook.xlsx')['Execution Risks & Gates'] pr
Arguments
cd /workspace/output && python3 - << 'PY' import subprocess,re t=subprocess.run(['pandoc','--to','plain','grab_go_reset_memo.docx'],capture_output=True,text=True).stdout for k in ['$193','$64 net','$2,250','$813','$28,135','$5,478','$414','$1,359','34 are','31 cluster-item','2.0 tray slots','45.5']: print(f'{k:20s}', 'FOUND' if k in t else '** MISSING **') print('\nstray straight quotes:', t.count('"'), "| apostrophes:", t.count("'")) PY python3 -c " from openpyxl import load_workbook w=load_workbook('reset_decision_workbook.xlsx')['Execution Risks & Gates'] pr… 172 more characters of arguments in the raw trajectory.
Output
Traceback (most recent call last): File "<stdin>", line 2, in <module> File "/usr/local/lib/python3.11/subprocess.py", line 548, in run with Popen(*popenargs, **kwargs) as process: ^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/usr/local/lib/python3.11/subprocess.py", line 1026, in __init__ self._execute_child(args, executable, preexec_fn, close_fds, File "/usr/local/lib/python3.11/subprocess.py", line 1955, in _execute_child raise child_exception_type(errno_num, err_msg, err_filename) FileNotFoundError: [Errno 2] No such file or directory: 'pandoc' - The bowl is a core item on 1.5 tray slots with a three-day code; in a two-delivery cluster it is Rural's single largest [stdout] Traceback (most recent call last): File "<stdin>", line 2, in <module> File "/usr/local/lib/python3.11/subprocess.py", line 548, in run with Popen(*popenargs, **kwargs) as process: ^^^^^^^^^^^^^^^^^^^^^^^^^^^ File "/usr/local/lib/python3.11/subprocess.py", line 1026, in __… 444 more characters of output in the raw trajectory.
156Bash228k1
Tool execution only — no assistant text
Bashpython3 - << 'PY' import docx d=docx.Document('grab_go_reset_memo.docx') txt='\n'.join(p.text for p in d.paragraphs) for t in d.tables: for r in t.rows: txt+='\n'+' | '.join(c.text for c in r.cells) for k in ['$193','$64 net','$2,250','$813','$28,135','$5,478','$414','$1,359','34 are accepted','31 cluster-item','2.0 tray slots','45.5 of 47.0','$199','$250 less']: print(f'{k:20s}', 'found' if k in txt else '-- absent --') print('\nstraight double quotes:',txt.count('"'),' straight apostrophes:',txt.count("'"), ' smart quotes:',txt.count('“'),txt.count('’
Arguments
python3 - << 'PY' import docx d=docx.Document('grab_go_reset_memo.docx') txt='\n'.join(p.text for p in d.paragraphs) for t in d.tables: for r in t.rows: txt+='\n'+' | '.join(c.text for c in r.cells) for k in ['$193','$64 net','$2,250','$813','$28,135','$5,478','$414','$1,359','34 are accepted','31 cluster-item','2.0 tray slots','45.5 of 47.0','$199','$250 less']: print(f'{k:20s}', 'found' if k in txt else '-- absent --') print('\nstraight double quotes:',txt.count('"'),' straight apostrophes:',txt.count("'"), ' smart quotes:',txt.count('“'),txt.count('’… 371 more characters of arguments in the raw trajectory.
Output
$193 found $64 net found $2,250 found $813 found $28,135 found $5,478 found $414 found $1,359 found 34 are accepted found 31 cluster-item found 2.0 tray slots found 45.5 of 47.0 found $199 -- absent -- $250 less -- absent -- straight double quotes: 0 straight apostrophes: 0 smart quotes: 2 6 The bowl is a core item on 1.5 tray slots with a three-day code; in a two-delivery cluster it is Rural's single largest shrink line at about $64 of net shrink over four weeks - roughly a third of that cluster's total. [stdout] $193 found $64 net found $2,250 found $813 found $28,135 found $5,478 found $414 found $1,359 found 34 are accepted found 31 cluster-item found 2.0 tray slots found 45.5 of 47.0
… 410 more characters of output in the raw trajectory.
158Bash229k1
Tool execution only — no assistant text
Bashrm -rf /tmp/w && mkdir /tmp/w && soffice --headless --convert-to pdf reset_decision_workbook.xlsx --outdir /tmp/w >/dev/null 2>&1 && pdftoppm -png -r 68 -f 6 -l 7 /tmp/w/reset_decision_workbook.pdf /tmp/w/p && ls /tmp/w && ls -la /workspace/output (+description)
Arguments
Render workbook reconciliation pages
rm -rf /tmp/w && mkdir /tmp/w && soffice --headless --convert-to pdf reset_decision_workbook.xlsx --outdir /tmp/w >/dev/null 2>&1 && pdftoppm -png -r 68 -f 6 -l 7 /tmp/w/reset_decision_workbook.pdf /tmp/w/p && ls /tmp/w && ls -la /workspace/output
Output
p-06.png p-07.png reset_decision_workbook.pdf total 124 drwxr-xr-x 2 root root 4096 Aug 20 01:40 . drwxr-xr-x 1 root root 4096 Aug 20 01:16 .. -rw-r--r-- 1 root root 49473 Aug 20 01:40 grab_go_reset_memo.docx -rw-r--r-- 1 root root 62767 Aug 20 01:40 reset_decision_workbook.xlsx [stdout] p-06.png p-07.png reset_decision_workbook.pdf total 124 drwxr-xr-x 2 root root 4096 Aug 20 01:40 . drwxr-xr-x 1 root root 4096 Aug 20 01:16 .. -rw-r--r-- 1 root root 49473 Aug 20 01:40 grab_go_reset_memo.docx -rw-r--r-- 1 root root 62767 Aug 20 01:40 reset_decision_workbook.xlsx [metadata] noOutputExpected: false
159Read230k1
Tool execution only — no assistant text
Read/tmp/w/p-06.png
Arguments
/tmp/w/p-06.png
Output
type: image source: type: base64 data: 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
… 195,344 more characters of output in the raw trajectory.
161Bash231k1
Tool execution only — no assistant text
Bashcd /workspace/work && python3 - << 'PY' m=open('build_memo.py').read() o="P('Two items must clear a gate before Space Planning releases the planogram. Everything else can go Monday.',bold=True)" assert o in m m=m.replace(o,"P('Two open items must close before Space Planning releases the Metro Core planogram, and both concern the sushi launch. The other four clusters can go Monday.',bold=True)") open('build_memo.py','w').write(m); print('ok') PY python3 build_memo.py >/dev/null && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_g
Arguments
cd /workspace/work && python3 - << 'PY' m=open('build_memo.py').read() o="P('Two items must clear a gate before Space Planning releases the planogram. Everything else can go Monday.',bold=True)" assert o in m m=m.replace(o,"P('Two open items must close before Space Planning releases the Metro Core planogram, and both concern the sushi launch. The other four clusters can go Monday.',bold=True)") open('build_memo.py','w').write(m); print('ok') PY python3 build_memo.py >/dev/null && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_g… 344 more characters of arguments in the raw trajectory.
Output
Exit code 1 ok Paragraphs: 0 → 531 (+531) All validations PASSED! Traceback (most recent call last): File "<string>", line 1, in <module> File "/usr/local/lib/python3.11/site-packages/pypdf/_reader.py", line 149, in __init__ self._initialize_stream(stream) File "/usr/local/lib/python3.11/site-packages/pypdf/_reader.py", line 168, in _initialize_stream with open(stream, "rb") as fh: ^^^^^^^^^^^^^^^^^^ FileNotFoundError: [Errno 2] No such file or directory: '/tmp/m/grab_go_reset_memo.pdf' [error] tool reported failure162Bash232k1
Tool execution only — no assistant text
Bashrm -rf /tmp/m && mkdir /tmp/m && soffice --headless --convert-to pdf grab_go_reset_memo.docx --outdir /tmp/m >/dev/null 2>&1 && python3 -c "import pypdf;print(len(pypdf.PdfReader('/tmp/m/grab_go_reset_memo.pdf').pages),'pages')" && ls -la /workspace/output && python3 -c " import docx,openpyxl print('memo paragraphs:',len(docx.Document('grab_go_reset_memo.docx').paragraphs),'tables:',len(docx.Document('grab_go_reset_memo.docx').tables)) print('workbook sheets:',openpyxl.load_workbook('reset_decision_workbook.xlsx').sheetnames)" (+description)
Arguments
Final render and output verifica
rm -rf /tmp/m && mkdir /tmp/m && soffice --headless --convert-to pdf grab_go_reset_memo.docx --outdir /tmp/m >/dev/null 2>&1 && python3 -c "import pypdf;print(len(pypdf.PdfReader('/tmp/m/grab_go_reset_memo.pdf').pages),'pages')" && ls -la /workspace/output && python3 -c " import docx,openpyxl print('memo paragraphs:',len(docx.Document('grab_go_reset_memo.docx').paragraphs),'tables:',len(docx.Document('grab_go_reset_memo.docx').tables)) print('workbook sheets:',openpyxl.load_workbook('reset_decision_workbook.xlsx').sheetnames)"… 6 more characters of arguments in the raw trajectory.
Output
8 pages total 124 drwxr-xr-x 2 root root 4096 Aug 20 01:40 . drwxr-xr-x 1 root root 4096 Aug 20 01:16 .. -rw-r--r-- 1 root root 49489 Aug 20 01:41 grab_go_reset_memo.docx -rw-r--r-- 1 root root 62767 Aug 20 01:40 reset_decision_workbook.xlsx memo paragraphs: 78 tables: 7 workbook sheets: ['Read Me & Method', 'Assumptions & Terms', 'Item Economics', 'Cluster Final Assortment', 'Proposal Reconciliation', 'Capacity Check', 'Financial Summary', 'Execution Risks & Gates'] [stdout] 8 pages total 124 drwxr-xr-x 2 root root 4096 Aug 20 01:40 . drwxr-xr-x 1 root root 4096 Aug 20 01:16 .. -rw-r--r-- 1 root root 49489 Aug 20 01:41 grab_go_reset_memo.docx -rw-r--r-- 1 root root 62767 Aug 20 01:40 reset_decision_workbook.xlsx memo paragraphs: 78 tables: 7 workbook sheets: ['Read Me & Method', 'Assumptions & Terms', 'Item Economics', 'Cluster Final Assortment', 'Proposal Reconciliation', 'Capacity Check', 'Financial Summary', 'Execution Risks & Gates'] [metadata] noOutputExpected: false
163Both deliverables are complete in /workspace/output/. The decision Of the buyer proposal's 50 cluster-item lines: 34 acc…233k
Both deliverables are complete in
/workspace/output/.The decision
Of the buyer proposal's 50 cluster-item lines: 34 accepted, 5 changed, 11 rejected.
Four things in the proposal would have caused real damage:
-
Sushi ranged beyond the signed route. The Sakura letter limits the daily route and the 50% waste credit to Metro Core stores on route M-11, and states the Campus/Commuter pilots were line-review tests, not part of the launch. Those pilots also ran 32.5% and 26.1% waste with no improvement over 8 weeks. → Cut to 1 facing, Metro/M-11 only, gated; Commuter and Campus rejected.
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Blanket Hummus removal leaves two clusters with no lawful vegetarian option. GreenFork does not approve Caprese route expansion into Highway or Rural, so removal there is a deletion, not a swap — Highway would end with no vegetarian item, Rural with Egg Salad as its only one (explicitly prohibited). → Reinstated at 1 facing in all five clusters, worth $2,250.
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Caprese into Highway is not permitted under the signed route limit, and has no internal read at all — only a supplier projection.
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The proposal asks for 2.0 tray slots that don't exist (0.5 over in each of four clusters). A related finding: Rural North's current 7-item set needs 8.0 slots against 7.0 available — it's been over-spaced since before this reset.
Revised set: MET 8 items / 11.5 of 12.0 slots · COM 6 / 10.0 · CAM 7 / 10.0 · HWY 5 / 7.5 of 8.0 · RUR 5 / 6.5 of 7.0. Modelled 4-week net contribution $28,135 — $5,478 (24%) ahead of standing still and $414 ahead of the proposal, on 2.0 fewer slots. Net shrink falls 18% to $1,359; the proposal would have raised it 4%.
Two release gates, both on sushi: the route M-11 store list (not in the pack), and written confirmation of split-case daily delivery — a 12-unit case pack against a one-day code and 0.63 units/store/day would strand ~11 units daily. The other four clusters can ship Monday.
Three things worth flagging a
… 984 more characters in the raw trajectory.
-
4 failure modes across 6 verifier failures
1Allocation or Selection Plan IncorrectView on Failure Modes ↗Reasoning and Computation2 failures
Description
After eligibility is established, does the artifact assign a scarce resource, facing, shelf position, assortment item, or appointment slot to the wrong recipient or produce the wrong required final set?
Failure evidence · per affected verifier
The memo's cluster-level final facings and slot totals consistently differ from the required exact values for Metro, Highway, and Rural North.
The workbook's final facing counts for Chicken Caesar Wrap, Southwest Chicken Bowl, and the other graded SKUs consistently differ from the required per-cluster values.
2Quantity, Cost, Capacity, or Rate Calculation WrongView on Failure Modes ↗Reasoning and Computation2 failures
Description
With the correct source rows and eligibility decisions available, is a required order quantity, excess, cost, credit, capacity, production-mix value, threshold flag, or weighted rate calculated incorrectly?
Failure evidence · per affected verifier
The memo correctly argues for leaving some capacity open rather than force-filling weak items, but the specific Highway and Rural North open-slot numbers do not match the required 7.5/8.0 and 6.0/7.0 values.
The workbook correctly shows live capacity and the buyer-proposal overages, but the final reconciled tray-slot totals per cluster do not match the required final values.
3Unsupported Permission or Source Fact IntroducedView on Failure Modes ↗Input and Instruction Comprehension1 failure
Description
Does the recommendation depend on a waiver, approval, route, credit, corrective action, operating permission, or factual premise that is not documented in the packet?
Failure evidence · per affected verifier
The Metro Core sushi recommendation depends on an unresolved case-pack or sub-case replenishment confirmation that the packet never documents.
4Off-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.