task_116Retail trade
All trialsClaude Sonnet 5claude-codeTrial 02
Trial reward
Claude Sonnet 5Fail
Trial 02 — 2nd of 4 by reward score. This model averages 51% across 4 trials on this task.
- 8/15Core verifiers passed
- 10/18All verifiers passed
- 7Core failed
- 141Turns
- 73Tool calls
- $6.26Cost
- 36.7mTime
- 139kOutput tokens
Missed 7 of 15 core — traffic_profit, trust_hierarchy and execution and 4 more, plus 1 secondary.
core (15)
sushi_routeLLMPass
Why it mattersSushi is the most tempting vendor-led trap because supplier notes conflict with signed launch terms.
How to passChecks whether the memo makes the correct route-limited sushi recommendation.
Reads
capacityLLMPass
Why it mattersA professional reset recommendation must catch the specific physical overfills before Space Planning releases the case set.
How to passChecks whether the memo identifies the exact buyer-proposal capacity conflicts by cluster and amount.
Reads
vegetarian_roleLLMPass
Why it mattersRetail food-to-go resets must protect mission coverage while avoiding a poor substitute.
How to passChecks whether the memo protects credible vegetarian coverage with the correct item logic.
Reads
seasonalLLMPass
Why it mattersKeeping or ambiguously deferring an unsupported winter perishable in July would create avoidable shrink and execution confusion.
How to passChecks whether the memo makes a concrete all-cluster zero-facing decision for the winter seasonal SKU.
Reads
traffic_profitLLMFail
Why it mattersThe task requires a decision that protects lunch traffic and profit, not just deletes weak SKUs.
How to passChecks whether the memo prioritizes the core traffic and profitable launch items.
Reads
Failure mode Required Rationale or Authority Statement Omitted
Why it failedThe memo protects Chicken Caesar Wrap and gives Protein Snack Box launch space but never states the full required rationale together: OOS pressure for Caesar, and pilot performance, low waste, code date, and scan credit for Protein Snack Box.
Justification
The memo gives Protein Snack Box space in all clusters and says it is "accepted broadly — strong margin and low waste" with signed scan allowance, but it never identifies Chicken Caesar Wrap as a protected/additional-space priority or cites it as a core lunch traffic driver with OOS pressure. It also does not mention Protein Snack Box's long code date, so the rubric's required rationale is incomplete.
trust_hierarchyLLMFail
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
Failure mode Required Rationale or Authority Statement Omitted
Why it failedThe memo applies signed vendor terms and internal data correctly in specific decisions but never states the explicit trust-hierarchy principle that internal sales, waste, and inventory records govern demand over supplier or buyer claims.
Justification
The memo applies signed terms and rejects weak external demand claims in several places—for example, it limits Spicy Tuna Sushi Roll to Metro Core route M-11 because the signed Sakura letter controls route, waste credit, and launch commitment, and it blocks Caprese in Highway/Travel and Rural North per the signed GreenFork letter despite proposal/vendor expansion logic. However, it does not include an explicit trust-hierarchy statement that internal sales, waste, and inventory records are the governing demand signal; it only explicitly says the proposal relied on supplier traffic estimates and buyer/DM comments 'in place of internal sales data,' with no explicit inventory-record hierarchy.
scope_controlLLMPass
Why it mattersThe first four weeks must be executable using only the already available items, case capacity, and signed operating terms.
How to passChecks whether the memo avoids invented SKUs, capacity, delivery days, credits, and route assumptions.
Reads
executionLLMFail
Why it mattersThe senior merchant needs a first-four-week reset decision that Space Planning and field operations can execute without interpreting generic advice.
How to passChecks whether the memo provides an executable revised cluster-level assortment with slot totals.
Reads
Failure mode Allocation or Selection Plan Incorrect
Why it failedThe memo's cluster-level final facings and slot totals consistently differ from the required exact values for Metro, Highway, and Rural North.
Justification
The memo is cluster-specific and gives facings/slot tables, but it does not match the required final plan. Campus / Hospital lists Caprese 1 and Protein 2 with no Hummus, while the rubric requires Hummus 1. Rural North includes Southwest Chicken Bowl (1) and shows 6.5 / 7.0 slots, but the rubric requires zero Southwest Chicken Bowl and a 6.0-slot total. Highway / Travel shows 6.5 / 8.0 rather than the required 7.5-slot total. Because these required cluster outcomes are not all satisfied, the rubric 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 plan in 'Proposal Reconciliation' does not meet the required facings. Chicken Caesar Wrap (GGS-84QJ) revised facings are MET 2, COM 1, CAM 2, HWY 1, RUR 1, but the rubric requires 2 in all five clusters and explicitly fails any cluster below 2. Southwest Chicken Bowl (GGS-9PQL) is also MET 1 and RUR 1 versus expected MET 2 and RUR 0, so multiple graded values differ materially.
capacityLLMFail
Why it mattersA capacity-constrained reset must prove both that the original proposal was corrected and that the final plan fits live case capacity.
How to passChecks whether the workbook numerically reconciles proposal capacity conflicts and final capacity compliance.
Reads
Failure mode Quantity, Cost, Capacity, or Rate Calculation Wrong
Why it failedThe workbook correctly shows live capacity and the buyer-proposal overages, but the final reconciled tray-slot totals per cluster do not match the required final values.
Justification
The workbook does include a numeric Capacity Check table with live capacity, proposal slots, revised slots, buffers, and fit status, and the live capacities/proposal over-capacity cases are shown. However, the final/revised tray-slot uses do not match the rubric’s required final values: it shows MET 10.5, COM 9, CAM 9, HWY 6.5, and RUR 6.5, not the required 12.0, 10.0, 10.0, 7.5, and 6.0.
dropsLLMPass
Why it mattersLeaving these SKUs in the final workbook would contradict the economics and handoff.
How to passChecks whether the workbook removes the two weak legacy/seasonal SKUs.
Reads
vegetarian_roleLLMFail
Why it mattersThis captures the nuanced vegetarian tradeoff that generic models often miss.
How to passChecks whether the workbook handles Caprese and Hummus distribution correctly.
Reads
Failure mode Eligibility or Controlling Rule Applied Incorrectly
Why it failedCaprese Ciabatta and Hummus Veggie Wrap end up eligible or ineligible in the wrong clusters relative to the MET/CAM-only Caprese rule and the COM/CAM/HWY/RUR Hummus-retention rule.
Justification
Caprese Ciabatta (GGS-3RZA) is only carried in MET and CAM and is not carried in COM, HWY, or RUR, but Hummus Veggie Wrap (GGS-5MTC) is not retained in Campus / Hospital: the CAM row shows Revised Facings = 0 and Revised Action = 'Not carried' ('Remove (swapped for Caprese)'). The rubric requires Hummus to be retained in COM, CAM, HWY, and RUR.
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
calculationsLLMFail
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
Failure mode Required Evidence Fields or Rows Omitted
Why it failedThe workbook lacks the row-level economics fields the rubric requires, such as scan credit dollars, margin, out-of-stock rate, or net contribution.
Justification
The workbook is auditable on facings, sales rate, waste, OOS, GP/unit, and capacity (e.g., Proposal Reconciliation, Demand & Waste Detail, Capacity Check), but it does not include credits in the economics or show net contribution/margin-after-waste. Signed Vendor Terms lists credits ($0.35 Protein Snack Box scan allowance, 30% GreenFork shrink credit, 50% Metro Core sushi waste credit), yet SKU-cluster economics exclude them: e.g., COM Protein Snack Box weekly GP is exactly 3.875 × 3.85 = 14.91875 with no scan credit added, and MET Spicy Tuna weekly waste is 0.375 × 4.3 = 1.6125 with no 50% credit applied. So credits are omitted from economics and no explicit net contribution field is shown.
secondary (3)
capacity_disciplineLLMFail
Why it mattersPerishable reset discipline means avoiding shrink even when that leaves small amounts of capacity unused.
How to passChecks whether the memo accepts specific underfilled capacity rather than force-filling weak perishables.
Reads
Failure mode Quantity, Cost, Capacity, or Rate Calculation Wrong
Why it failedThe memo correctly argues for leaving some capacity open rather than force-filling weak items, but the specific Highway and Rural North open-slot numbers do not match the required 7.5/8.0 and 6.0/7.0 values.
Justification
The memo does say unused capacity is intentional and that “empty capacity is preferable to forcing in a low-repeat item, particularly in Highway/Travel and Rural North,” but it does not provide the rubric’s required open-slot figures. Instead, it lists Highway / Travel at 6.5 / 8.0 and Rural North at 6.5 / 7.0, not 7.5 / 8.0 with 0.5 open and 6.0 / 7.0 with 1.0 open.
proposal_reconciliationLLMPass
Why it mattersThe requested decision is not only a final assortment; it must show which proposed changes were accepted, changed, or rejected.
How to passChecks whether the workbook provides a substantive accept/change/reject reconciliation against the buyer proposal.
Reads
scope_controlLLMPass
Why it mattersExtra assumptions or unrelated operational actions can make the recommendation unusable even when the core analysis appears complete.
How to passChecks workbook scope control and absence of materially unsolicited tabs, assumptions, or side actions.
Reads
2 deliverables · what this trial produced
Prepared Foods Grab-and-Go — July Reset
Revised Recommendation for the First Four Weeks
To:
L. Moreno, Senior Merchant – Prepared Foods
From:
Category Planning
Date:
June 15, 2026
Re:
Refrigerated grab-and-go reset — revised assortment for July 13–August 9, 2026
Bottom Line
We recommend releasing a revised version of the July reset, not the buyer proposal as submitted. Of the 50 SKU-by-cluster calls in the proposal, this revision changes 12; the rest are confirmed as submitted (full item-by-item detail is in the accompanying workbook).
It does not fit the live case. It exceeds tray capacity in four of five clusters (Commuter Suburban, Campus/Hospital, Highway/Travel, and Rural North are each 0.5 tray slots over; Metro Core has zero slack at exactly 12.0 of 12.0). This is checked against today's live case only — none of it assumes the pending September lease-line trays.
It conflicts with signed vendor terms in three places (Section 1), all of which trace back to the proposal's own reliance on supplier traffic estimates and buyer/DM comments in place of internal sales data.
It would leave Highway/Travel and Rural North with no vegetarian lunch option at all, which the handoff treats as a non-negotiable rule, not a preference.
The revised plan fixes all three, fits every cluster with tray slots to spare, and still keeps most of the proposal's upside: network gross profit rises 14.9% over today ($6,077 to $6,984 per week across 84 stores) versus the proposal's 18.5% ($7,199/week) — but network waste cost falls 15.9% ($422 to $355/week) where the buyer's proposal, as submitted, would have raised network waste cost 9.4%. Taking shrink dollars out of the case was the stated purpose of this reset; as submitted, the proposal did not do that.
1. Highest-risk parts of the proposal
1.1 Two clusters would end up with no vegetarian lunch option
The proposal removes Hummus Veggie Wrap in every cluster and routes the Caprese Ciabatta trade-up into Metro Core, Commuter Suburban, Campus/Hospital, and Highway/Travel. But the signed GreenFork Kitchen letter blocks Caprese from Highway/Travel and Rural North entirely: “Highway/Travel and Rural North are not approved for Caprese route expansion under this letter… requires a new signed routing addendum.” Combined with removing Hummus and Egg Salad Croissant (the latter on weak data — see 1.4), Highway/Travel and Rural North would carry zero vegetarian items. The handoff is explicit that every cluster keeps one credible vegetarian option and that Egg Salad doesn't count toward it. Fix: reinstate Hummus Veggie Wrap in both clusters at one facing.
1.2 Sushi is proposed in two clusters the signed terms don't cover
The Sakura Express letter limits the daily route, waste credit, and service guarantee to “Metro Core stores listed on route M-11” and states outright that the Commuter and Campus pilots “were line-review tests and are not part of the signed launch commitment.” The proposal adds Spicy Tuna Sushi Roll to both anyway, citing the buyer's own comment to “use supplier traffic estimate where pilot is thin” — the one demand source the handoff rules out. It's also the weakest performer where it was tested: the Commuter pilot ran 32.5% waste and the worst gross-profit-per-tray-slot of any item in that cluster ($4.27); the Campus pilot ran 26.1% waste. Fix: reject both. Within Metro Core itself, only about half of the 18 stores were ever piloted, and the signed credit follows confirmed route M-11 stores specifically — we recommend Metro Core keep the item, but at one facing (not the proposed two) and scoped to route M-11 pending a store list from DSD ops, not rolled to the full 18-store cluster.
1.3 Highway/Travel's keep of Turkey Cranberry Sandwich conflicts with signed terms and the handoff's seasonal rule
EatWell's signed letter bars “returns or billbacks after January 31, 2026” for this winter-seasonal item, so any shrink on it is fully unfunded. Current data shows 22.4% waste on 1.1 units/store/week, and the handoff says directly: “Do not keep winter seasonal sandwiches for Q3 just to fill empty space.” Fix: remove, matching every other cluster.
1.4 Rural North's keep of Egg Salad Croissant rests on a DM's anecdote, not the data
“Regulars still ask for it” is the stated reason in the proposal. The 8-week record shows the opposite: the lowest velocity of any SKU in the cluster (0.72 units/store/week) and the highest waste rate in the cluster (24.3%). The handoff's rule is to remove legacy items “unless the data shows a current, profitable role” — it doesn't here, and it isn't needed as a vegetarian anchor once Hummus is reinstated (1.1). Fix: remove, matching every other cluster.
1.5 The facing plan wasn't reconciled to tray capacity
Four of five clusters come in at exactly the same 0.5-slot overage, which reads as a standard facing template applied without checking each cluster's actual tray count — the exact gap the handoff called out up front. See Section 4 for the full reconciliation.
2. Revised cluster-level assortment
Cluster
Final line-up (item: facings)
Vegetarian anchor
Tray slots(used / available)
Metro Core(18 stores, 5 dlv/wk)
Chicken Caesar Wrap (2); Turkey Club Sandwich (1); Southwest Chicken Bowl (1); Cobb Salad (1); Caprese Ciabatta (1); Protein Snack Box (2); Spicy Tuna Sushi Roll (1 — route M-11 stores only)
Caprese Ciabatta
10.5 / 12.0
Commuter Suburban(26 stores, 4 dlv/wk)
Chicken Caesar Wrap (1); Turkey Club Sandwich (2); Southwest Chicken Bowl (1); Hummus Veggie Wrap (1); Cobb Salad (1); Protein Snack Box (2)
Hummus Veggie Wrap
9.0 / 10.0
Campus / Hospital(11 stores, 5 dlv/wk)
Chicken Caesar Wrap (2); Turkey Club Sandwich (1); Southwest Chicken Bowl (1); Cobb Salad (1); Caprese Ciabatta (1); Protein Snack Box (2)
Caprese Ciabatta
9.0 / 10.0
Highway / Travel(15 stores, 3 dlv/wk)
Chicken Caesar Wrap (1); Turkey Club Sandwich (2); Southwest Chicken Bowl (1); Hummus Veggie Wrap (1); Protein Snack Box (1)
Hummus Veggie Wrap
6.5 / 8.0
Rural North(14 stores, 2 dlv/wk)
Chicken Caesar Wrap (1); Turkey Club Sandwich (2); Southwest Chicken Bowl (1); Hummus Veggie Wrap (1); Protein Snack Box (1)
Hummus Veggie Wrap
6.5 / 7.0
Removed everywhere: Egg Salad Croissant; Turkey Cranberry Sandwich.
Not carried this cycle: Spicy Tuna Sushi Roll (Commuter Suburban, Campus/Hospital — no signed route or credit); Caprese Ciabatta (Commuter Suburban — data doesn't support it; Highway/Travel and Rural North — signed route is blocked).
Key changes from the proposal, by theme
Vegetarian assortment: a selective swap, not a blanket one. Caprese replaces Hummus where the pilot data favors it (Metro Core, Campus/Hospital); Hummus stays where the data favors it instead (Commuter Suburban) or where Caprese's route is blocked outright (Highway/Travel, Rural North).
Spicy Tuna Sushi Roll: scoped to the one cluster and route the signed terms actually cover, at a facing count the pilot data — not the supplier estimate — supports.
Legacy/seasonal cleanup: Egg Salad Croissant and Turkey Cranberry Sandwich are fully out, network-wide. The proposal's own partial keeps (Rural North; Highway/Travel) don't hold up against the data or the signed terms.
Protein Snack Box: accepted broadly — strong margin and low waste everywhere it was piloted — but trimmed from two facings to one in Highway/Travel and Rural North, where its own pilot velocity runs below items the cluster already carries at a single facing.
Cobb Salad removal in Highway/Travel and Rural North: confirmed as proposed. The data backs this call (low velocity, high waste in both clusters) — one part of the proposal that didn't need a change.
3. Supporting economics
Gross profit and waste cost per store per week, current case vs. proposal vs. revised plan:
Cluster
GP $/store/wkCurrent
GP $/store/wkProposal
GP $/store/wkRevised
Waste $/store/wkCurrent
Waste $/store/wkProposal
Waste $/store/wkRevised
Metro Core
$80.64
$112.85
$112.85
$4.92
$5.86
$5.86
Commuter Suburban
$77.61
$90.95
$85.16
$4.91
$6.75
$3.88
Campus / Hospital
$88.84
$116.79
$104.70
$5.21
$7.63
$4.40
Highway / Travel
$62.68
$59.64
$61.33
$5.13
$3.50
$3.36
Rural North
$49.32
$44.55
$47.67
$5.11
$3.16
$3.56
NETWORK TOTAL — weekly $ (84 stores)
$6,077
$7,199
$6,984
$422
$462
$355
Commuter Suburban and Campus/Hospital show the biggest gap between the proposal's claimed GP and the revised figure — both lose their Sushi contribution, and Commuter also loses the Caprese swap the data doesn't support. Even so, both clusters still gain gross profit over today (+9.7% Commuter Suburban, +17.8% Campus/Hospital) while cutting waste roughly in half versus the proposal (about -42%). Highway/Travel and Rural North actually beat the proposal's own gross-profit figure (+2.8% and +7.0% respectively) once Hummus is reinstated, because it outperforms the items it would otherwise have displaced there.
Rural North is the one cluster where the vegetarian-anchor fix costs a little on waste versus the buyer's plan — about $0.40/store/week, since reinstated Hummus (18.1% waste rate in this cluster) runs a bit higher shrink than the Egg Salad Croissant it replaces. That's the deliberate cost of a mandatory-rule fix, not an error, and the cluster still nets more gross profit than the proposal even after absorbing it.
4. Capacity reconciliation
Live tray-slot capacity vs. the slots the proposal actually requires vs. the revised plan:
Cluster
Tray slotsavailable (live)
Proposalrequired
Proposalfit
Revisedrequired
Revisedbuffer
Metro Core
12.0
12.0
Fits — zero slack
10.5
1.5
Commuter Suburban
10.0
10.5
Over by 0.5
9.0
1.0
Campus / Hospital
10.0
10.5
Over by 0.5
9.0
1.0
Highway / Travel
8.0
8.5
Over by 0.5
6.5
1.5
Rural North
7.0
7.5
Over by 0.5
6.5
0.5
No facing anywhere is partial — every carried item holds a full facing, consistent with the handoff rule against using partial facings to solve a capacity problem. The buffer left in each cluster is intentional reserve, not an oversight: per the handoff, empty capacity is preferable to forcing in a low-repeat item, particularly in Highway/Travel and Rural North. None of this relies on the pending September lease-line trays.
5. Execution risks and pre-launch action items
Confirm the Sakura Express route M-11 store list within Metro Core before store-level distribution ships. Only those stores should receive Spicy Tuna Sushi Roll and its waste credit; non-M-11 Metro Core stores should not receive the item this cycle.
GreenFork's Caprese scan allowance (capped at 5,500 units) and Urban Spoon's Protein Snack Box scan allowance (capped at 8,000 units over six weeks) are both well under cap at the revised facings and pilot-run sales rates — no near-term risk, but worth a mid-reset check if either item carries past week four.
The Rural North waste increase noted in Section 3 (about $0.40/store/week versus the buyer's plan) is a deliberate trade-off for mandatory vegetarian-anchor compliance and net GP gain — flagging it here so it isn't misread as a miss in the first four-week read.
Caprese Ciabatta, Protein Snack Box, and Metro Core's Sushi facing were each piloted in a subset of stores, never the full cluster. Recommend a week-4 read against actuals before deciding whether to extend any facing to the balance of a cluster's stores.
Full item-by-item detail, cluster capacity math, item economics, and condensed signed-vendor terms are in the accompanying workbook, reset_decision_workbook.xlsx.
Cluster Summary
| Cluster Summary — Final Assortment, Capacity, and GP/Waste Impact | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Blue Mesa Market — Prepared Foods Grab-and-Go, July 2026 Reset (first four weeks). All $ figures are weekly. | |||||||||||||||||||
| Cluster | Cluster Name | Store Count | Final SKU Count (revised) | Vegetarian Anchor (revised) | Tray Slots Used (revised) | Tray Slots Available | Buffer (slots) | GP $/Store/Wk — Current | GP $/Store/Wk — Proposal | GP $/Store/Wk — Revised | Waste $/Store/Wk — Current | Waste $/Store/Wk — Proposal | Waste $/Store/Wk — Revised | Network GP $/Wk — Revised | Network Waste $/Wk — Revised | GP % Chg Revised vs Current | Waste % Chg Revised vs Current | GP % Chg Revised vs Proposal | Waste % Chg Revised vs Proposal |
| MET | Metro Core | 18 | 7 | Caprese Ciabatta | 10.5 | 12 | 1.5 | 80.6406944444445 | 112.847361111111 | 112.847361111111 | 4.92409722222222 | 5.85722222222222 | 5.85722222222222 | 2031.2525 | 105.43 | 0.399384788146321 | 0.189501741718025 | 0 | 0 |
| COM | Commuter Suburban | 26 | 6 | Hummus Veggie Wrap | 9 | 10 | 1 | 77.6079326923077 | 90.9461658653846 | 85.1602403846154 | 4.91115384615385 | 6.75383012820513 | 3.87911057692308 | 2214.16625 | 100.856875 | 0.0973136048121568 | -0.210142728483045 | -0.0636192348046136 | -0.42564285697337 |
| CAM | Campus / Hospital | 11 | 6 | Caprese Ciabatta | 9 | 10 | 1 | 88.84125 | 116.790409090909 | 104.699159090909 | 5.20625 | 7.628 | 4.403 | 1151.69075 | 48.433 | 0.178497140584009 | -0.154285714285714 | -0.103529477241476 | -0.42278447823807 |
| HWY | Highway / Travel | 15 | 5 | Hummus Veggie Wrap | 6.5 | 8 | 1.5 | 62.6825833333333 | 59.6433333333333 | 61.3303333333333 | 5.12716666666667 | 3.49716666666667 | 3.36341666666667 | 919.955 | 50.45125 | -0.0215729781398608 | -0.344000910184312 | 0.0282848041133404 | -0.0382452461516466 |
| RUR | Rural North | 14 | 5 | Hummus Veggie Wrap | 6.5 | 7 | 0.5 | 49.32 | 44.5523660714286 | 47.6672767857143 | 5.11491071428571 | 3.15928571428571 | 3.56303571428571 | 667.341875 | 49.8825 | -0.0335102030471556 | -0.303402168031141 | 0.0699157191627429 | 0.127797874745648 |
| 22 | 84 | 72.348943452381 | 85.701552827381 | 83.1476949404762 | 5.02510416666667 | 5.49553670634921 | 4.22682886904762 | 6984.406375 | 355.053625 | 0.149259283865048 | -0.158857462679937 | -0.0297994353970309 | -0.230861498174655 | ||||||
| Vegetarian Anchor column self-checks the handoff's mandatory rule (every cluster keeps one credible vegetarian lunch option; Egg Salad Croissant is never counted as that anchor). A '**GAP**' result would flag a violation — none exist in the revised plan. |
Capacity Check
| Capacity Check — Live Tray Capacity vs. Proposal vs. Revised Plan | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Per the handoff: fit the first four weeks into the LIVE case. Do not assume the September lease-line change, extra trays, or extra driver stops. | |||||||||||
| Cluster | Cluster Name | Store Count | Deliveries/Wk | Tray Slots Available (live) | Extra Tray Project (not usable this reset) | Proposal Slots Required | Proposal Buffer (slots) | Proposal Fit? | Revised Slots Required | Revised Buffer (slots) | Revised Fit? |
| MET | Metro Core | 18 | 5 | 12 | Pending September lease-line change; not approved for July reset | 12 | 0 | Fits | 10.5 | 1.5 | Fits |
| COM | Commuter Suburban | 26 | 4 | 10 | No incremental tray capacity this reset | 10.5 | -0.5 | OVER CAPACITY | 9 | 1 | Fits |
| CAM | Campus / Hospital | 11 | 5 | 10 | No incremental tray capacity this reset | 10.5 | -0.5 | OVER CAPACITY | 9 | 1 | Fits |
| HWY | Highway / Travel | 15 | 3 | 8 | No incremental tray capacity this reset | 8.5 | -0.5 | OVER CAPACITY | 6.5 | 1.5 | Fits |
| RUR | Rural North | 14 | 2 | 7 | No incremental tray capacity this reset | 7.5 | -0.5 | OVER CAPACITY | 6.5 | 0.5 | Fits |
| Note: the buyer proposal as submitted is over the live tray count in 4 of 5 clusters (Metro Core exactly at capacity with zero slack). No partial facings are used anywhere to force a fit — every carried item holds a full facing per the handoff rule. |
Proposal Reconciliation
| Proposal Reconciliation — Every SKU x Cluster Decision | |||||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Proposal columns (K, L) are unedited buyer inputs. Revised Facings (M, blue) is this workbook's decision. All slot/GP/waste columns are formulas. | |||||||||||||||||||||||||||||||||
| Cluster | Cluster Name | SKU | Item | Key | Vendor | Diet Flag | Shelf Life (d) | Tray Slots/Facing | Baseline Facings | Proposal Action | Proposal Facings | Revised Facings | Revised Action | Changed vs. Proposal | Baseline Slots | Proposal Slots | Revised Slots | Net Sales/Store/Wk | Waste/Store/Wk | Waste Rate % | GP $/Unit | Unit Cost | Wkly GP/Store if Carried | Wkly Waste $/Store if Carried | Baseline GP/Store | Proposal GP/Store | Revised GP/Store | Baseline Waste $/Store | Proposal Waste $/Store | Revised Waste $/Store | Decision | Rationale (data) | Authority |
| MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | MET|GGS-84QJ | EatWell Foods | Meat | 3 | 1 | 1 | Keep | 2 | 2 | Carry (2 facings) | No | 1 | 2 | 2 | 5.5 | 0.284722222222222 | 0.0492196878751501 | 3.61 | 2.38 | 19.855 | 0.677638888888889 | 19.855 | 19.855 | 19.855 | 0.677638888888889 | 0.677638888888889 | 0.677638888888889 | Unchanged — matches proposal | ||
| MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | MET|GGS-2VWK | EatWell Foods | Meat | 3 | 1 | 1 | Keep | 1 | 1 | Carry (1 facing) | No | 1 | 1 | 1 | 3.09027777777778 | 0.125 | 0.0388768898488121 | 3.85 | 2.64 | 11.8975694444444 | 0.33 | 11.8975694444444 | 11.8975694444444 | 11.8975694444444 | 0.33 | 0.33 | 0.33 | Unchanged — matches proposal | ||
| MET | Metro Core | GGS-9PQL | Southwest Chicken Bowl | MET|GGS-9PQL | Urban Spoon | Meat | 3 | 1.5 | 1 | Keep | 1 | 1 | Carry (1 facing) | No | 1.5 | 1.5 | 1.5 | 4.51388888888889 | 0.319444444444444 | 0.0660919540229885 | 4.54 | 3.45 | 20.4930555555556 | 1.10208333333333 | 20.4930555555556 | 20.4930555555556 | 20.4930555555556 | 1.10208333333333 | 1.10208333333333 | 1.10208333333333 | Unchanged — matches proposal | ||
| MET | Metro Core | GGS-5MTC | Hummus Veggie Wrap | MET|GGS-5MTC | GreenFork Kitchen | Vegetarian | 2 | 1 | 1 | Remove | 0 | 0 | Not carried | No | 1 | 0 | 0 | 1.95833333333333 | 0.166666666666667 | 0.0784313725490196 | 3.54 | 2.75 | 6.9325 | 0.458333333333333 | 6.9325 | 0 | 0 | 0.458333333333333 | 0 | 0 | Remove (swapped for Caprese) | MET is the strongest Caprese pilot cluster; Hummus's own performance is acceptable but clearly weaker per slot. Selective swap per handoff guidance. | Internal pilot data + Handoff |
| MET | Metro Core | GGS-7DNL | Cobb Salad | MET|GGS-7DNL | FreshPack Deli | Meat | 3 | 1.5 | 1 | Keep | 1 | 1 | Carry (1 facing) | No | 1.5 | 1.5 | 1.5 | 3.02083333333333 | 0.243055555555556 | 0.074468085106383 | 4.77 | 3.72 | 14.409375 | 0.904166666666667 | 14.409375 | 14.409375 | 14.409375 | 0.904166666666667 | 0.904166666666667 | 0.904166666666667 | Unchanged — matches proposal | ||
| MET | Metro Core | GGS-1KFV | Egg Salad Croissant | MET|GGS-1KFV | FreshPack Deli | Egg vegetarian | 2 | 1 | 1 | Remove | 0 | 0 | Not carried | No | 1 | 0 | 0 | 1.29166666666667 | 0.340277777777778 | 0.208510638297872 | 3.21 | 2.28 | 4.14625 | 0.775833333333333 | 4.14625 | 0 | 0 | 0.775833333333333 | 0 | 0 | Confirm Remove | Weak data network-wide (20.9% waste, low velocity); Metro Core already has a vegetarian anchor in Caprese. | Internal data |
| MET | Metro Core | GGS-4HBP | Turkey Cranberry Sandwich | MET|GGS-4HBP | EatWell Foods | Meat | 3 | 1 | 1 | Remove | 0 | 0 | Not carried | No | 1 | 0 | 0 | 0.798611111111111 | 0.229166666666667 | 0.222972972972973 | 3.64 | 2.95 | 2.90694444444444 | 0.676041666666667 | 2.90694444444444 | 0 | 0 | 0.676041666666667 | 0 | 0 | Confirm Remove | Winter seasonal with no billback support; weak data. | Signed offer letter + Handoff |
| MET | Metro Core | GGS-3RZA | Caprese Ciabatta | MET|GGS-3RZA | GreenFork Kitchen | Vegetarian | 2 | 1 | 0 | Add | 1 | 1 | Carry (1 facing) | No | 0 | 1 | 1 | 3.16666666666667 | 0.291666666666667 | 0.0843373493975904 | 3.89 | 3.1 | 12.3183333333333 | 0.904166666666667 | 0 | 12.3183333333333 | 12.3183333333333 | 0 | 0.904166666666667 | 0.904166666666667 | Accept swap for Hummus | Pilot: 3.17 units/store/wk vs Hummus 1.96; GP/tray $12.32 vs $6.93 (+78%); waste 8.4%, GreenFork route approved, 5 deliveries/wk qualifies for 30% shrink credit. | Internal pilot data |
| MET | Metro Core | GGS-6BGH | Protein Snack Box | MET|GGS-6BGH | Urban Spoon | Mixed protein | 5 | 1 | 0 | Add | 2 | 2 | Carry (2 facings) | No | 0 | 2 | 2 | 4.13888888888889 | 0.111111111111111 | 0.0261437908496732 | 3.85 | 2.94 | 15.9347222222222 | 0.326666666666667 | 0 | 15.9347222222222 | 15.9347222222222 | 0 | 0.326666666666667 | 0.326666666666667 | Unchanged — matches proposal | ||
| MET | Metro Core | GGS-8XUY | Spicy Tuna Sushi Roll | MET|GGS-8XUY | Sakura Express | Fish | 1 | 1.5 | 0 | Add | 2 | 1 | Carry (1 facing) | Yes | 0 | 3 | 1.5 | 3.15277777777778 | 0.375 | 0.106299212598425 | 5.69 | 4.3 | 17.9393055555556 | 1.6125 | 0 | 17.9393055555556 | 17.9393055555556 | 0 | 1.6125 | 1.6125 | Accept, cut 2 facings to 1; scope to route M-11 stores only | Only signed Sakura route is Metro Core stores on route M-11 (daily fresh route + 50% waste credit); pilot covered only 9 of 18 MET stores at 10.6% waste on a 1-day code, zero hold-over item. Do not roll to full 18-store cluster until M-11 store list is confirmed. | Signed offer letter + Internal pilot data |
| COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | COM|GGS-84QJ | EatWell Foods | Meat | 3 | 1 | 1 | Keep | 1 | 1 | Carry (1 facing) | No | 1 | 1 | 1 | 4.92788461538462 | 0.201923076923077 | 0.0393626991565136 | 3.61 | 2.38 | 17.7896634615385 | 0.480576923076923 | 17.7896634615385 | 17.7896634615385 | 17.7896634615385 | 0.480576923076923 | 0.480576923076923 | 0.480576923076923 | Unchanged — matches proposal | ||
| COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | COM|GGS-2VWK | EatWell Foods | Meat | 3 | 1 | 1 | Keep | 2 | 2 | Carry (2 facings) | No | 1 | 2 | 2 | 4.40865384615385 | 0.182692307692308 | 0.0397905759162304 | 3.85 | 2.64 | 16.9733173076923 | 0.482307692307692 | 16.9733173076923 | 16.9733173076923 | 16.9733173076923 | 0.482307692307692 | 0.482307692307692 | 0.482307692307692 | Unchanged — matches proposal | ||
| COM | Commuter Suburban | GGS-9PQL | Southwest Chicken Bowl | COM|GGS-9PQL | Urban Spoon | Meat | 3 | 1.5 | 1 | Keep | 1 | 1 | Carry (1 facing) | No | 1.5 | 1.5 | 1.5 | 3.07692307692308 | 0.254807692307692 | 0.0764790764790765 | 4.54 | 3.45 | 13.9692307692308 | 0.879086538461539 | 13.9692307692308 | 13.9692307692308 | 13.9692307692308 | 0.879086538461539 | 0.879086538461539 | 0.879086538461539 | Unchanged — matches proposal | ||
| COM | Commuter Suburban | GGS-5MTC | Hummus Veggie Wrap | COM|GGS-5MTC | GreenFork Kitchen | Vegetarian | 2 | 1 | 1 | Remove | 0 | 1 | Carry (1 facing) | Yes | 1 | 0 | 1 | 2.18269230769231 | 0.206730769230769 | 0.0865191146881288 | 3.54 | 2.75 | 7.72673076923077 | 0.568509615384615 | 7.72673076923077 | 0 | 7.72673076923077 | 0.568509615384615 | 0 | 0.568509615384615 | Reverse proposal's Remove -> Keep | Needed once Caprese swap is rejected on the data; also required so Commuter retains a vegetarian anchor. | Internal data + Handoff mandatory-vegetarian rule |
| COM | Commuter Suburban | GGS-7DNL | Cobb Salad | COM|GGS-7DNL | FreshPack Deli | Meat | 3 | 1.5 | 1 | Keep | 1 | 1 | Carry (1 facing) | No | 1.5 | 1.5 | 1.5 | 2.88942307692308 | 0.283653846153846 | 0.0893939393939394 | 4.77 | 3.72 | 13.7825480769231 | 1.05519230769231 | 13.7825480769231 | 13.7825480769231 | 13.7825480769231 | 1.05519230769231 | 1.05519230769231 | 1.05519230769231 | Unchanged — matches proposal | ||
| COM | Commuter Suburban | GGS-1KFV | Egg Salad Croissant | COM|GGS-1KFV | FreshPack Deli | Egg vegetarian | 2 | 1 | 1 | Remove | 0 | 0 | Not carried | No | 1 | 0 | 0 | 1.18269230769231 | 0.298076923076923 | 0.201298701298701 | 3.21 | 2.28 | 3.79644230769231 | 0.679615384615385 | 3.79644230769231 | 0 | 0 | 0.679615384615385 | 0 | 0 | Confirm Remove | Weak data (20.1% waste); Commuter retains its vegetarian anchor via Hummus. | Internal data |
| COM | Commuter Suburban | GGS-4HBP | Turkey Cranberry Sandwich | COM|GGS-4HBP | EatWell Foods | Meat | 3 | 1 | 1 | Remove | 0 | 0 | Not carried | No | 1 | 0 | 0 | 0.980769230769231 | 0.259615384615385 | 0.209302325581395 | 3.64 | 2.95 | 3.57 | 0.765865384615385 | 3.57 | 0 | 0 | 0.765865384615385 | 0 | 0 | Confirm Remove | Winter seasonal with no billback support; weak data. | Signed offer letter + Handoff |
| COM | Commuter Suburban | GGS-3RZA | Caprese Ciabatta | COM|GGS-3RZA | GreenFork Kitchen | Vegetarian | 2 | 1 | 0 | Add | 1 | 0 | Not carried | Yes | 0 | 1 | 0 | 1.828125 | 0.359375 | 0.164285714285714 | 3.89 | 3.1 | 7.11140625 | 1.1140625 | 0 | 7.11140625 | 0 | 0 | 1.1140625 | 0 | Reject add; keep Hummus instead | Caprese pilot in COM: 1.83 units/store/wk (weaker than Hummus's 2.18), waste 16.4% (vs Hummus 8.7%), GP/tray $7.11 vs Hummus $7.73. Data does not support the swap here even though route is approved. | Internal pilot data |
| COM | Commuter Suburban | GGS-6BGH | Protein Snack Box | COM|GGS-6BGH | Urban Spoon | Mixed protein | 5 | 1 | 0 | Add | 2 | 2 | Carry (2 facings) | No | 0 | 2 | 2 | 3.875 | 0.140625 | 0.0350194552529183 | 3.85 | 2.94 | 14.91875 | 0.4134375 | 0 | 14.91875 | 14.91875 | 0 | 0.4134375 | 0.4134375 | Unchanged — matches proposal | ||
| COM | Commuter Suburban | GGS-8XUY | Spicy Tuna Sushi Roll | COM|GGS-8XUY | Sakura Express | Fish | 1 | 1.5 | 0 | Add | 1 | 0 | Not carried | Yes | 0 | 1.5 | 0 | 1.125 | 0.541666666666667 | 0.325 | 5.69 | 4.3 | 6.40125 | 2.32916666666667 | 0 | 6.40125 | 0 | 0 | 2.32916666666667 | 0 | Reject | Signed Sakura letter explicitly excludes Commuter: pilot stores there were line-review tests, 'not part of the signed launch commitment' — no credit, no service-level guarantee. Pilot data is also the weakest in the case: 32.5% waste, GP/tray $4.27 (worst of any item in the cluster). | Signed offer letter + Internal pilot data |
| CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | CAM|GGS-84QJ | EatWell Foods | Meat | 3 | 1 | 1 | Keep | 2 | 2 | Carry (2 facings) | No | 1 | 2 | 2 | 6.79545454545455 | 0.261363636363636 | 0.037037037037037 | 3.61 | 2.38 | 24.5315909090909 | 0.622045454545455 | 24.5315909090909 | 24.5315909090909 | 24.5315909090909 | 0.622045454545455 | 0.622045454545455 | 0.622045454545455 | Unchanged — matches proposal | ||
| CAM | Campus / Hospital | GGS-2VWK | Turkey Club Sandwich | CAM|GGS-2VWK | EatWell Foods | Meat | 3 | 1 | 1 | Keep | 1 | 1 | Carry (1 facing) | No | 1 | 1 | 1 | 3.47727272727273 | 0.193181818181818 | 0.0526315789473684 | 3.85 | 2.64 | 13.3875 | 0.51 | 13.3875 | 13.3875 | 13.3875 | 0.51 | 0.51 | 0.51 | Unchanged — matches proposal | ||
| CAM | Campus / Hospital | GGS-9PQL | Southwest Chicken Bowl | CAM|GGS-9PQL | Urban Spoon | Meat | 3 | 1.5 | 1 | Keep | 1 | 1 | Carry (1 facing) | No | 1.5 | 1.5 | 1.5 | 4.61363636363636 | 0.318181818181818 | 0.0645161290322581 | 4.54 | 3.45 | 20.9459090909091 | 1.09772727272727 | 20.9459090909091 | 20.9459090909091 | 20.9459090909091 | 1.09772727272727 | 1.09772727272727 | 1.09772727272727 | Unchanged — matches proposal | ||
| CAM | Campus / Hospital | GGS-5MTC | Hummus Veggie Wrap | CAM|GGS-5MTC | GreenFork Kitchen | Vegetarian | 2 | 1 | 1 | Remove | 0 | 0 | Not carried | No | 1 | 0 | 0 | 3.10227272727273 | 0.238636363636364 | 0.0714285714285714 | 3.54 | 2.75 | 10.9820454545455 | 0.65625 | 10.9820454545455 | 0 | 0 | 0.65625 | 0 | 0 | Remove (swapped for Caprese) | See GGS-3RZA rationale for Campus/Hospital. | Internal pilot data |
| CAM | Campus / Hospital | GGS-7DNL | Cobb Salad | CAM|GGS-7DNL | FreshPack Deli | Meat | 3 | 1.5 | 1 | Keep | 1 | 1 | Carry (1 facing) | No | 1.5 | 1.5 | 1.5 | 2.39772727272727 | 0.238636363636364 | 0.0905172413793104 | 4.77 | 3.72 | 11.4371590909091 | 0.887727272727273 | 11.4371590909091 | 11.4371590909091 | 11.4371590909091 | 0.887727272727273 | 0.887727272727273 | 0.887727272727273 | Unchanged — matches proposal | ||
| CAM | Campus / Hospital | GGS-1KFV | Egg Salad Croissant | CAM|GGS-1KFV | FreshPack Deli | Egg vegetarian | 2 | 1 | 1 | Remove | 0 | 0 | Not carried | No | 1 | 0 | 0 | 1.56818181818182 | 0.363636363636364 | 0.188235294117647 | 3.21 | 2.28 | 5.03386363636364 | 0.829090909090909 | 5.03386363636364 | 0 | 0 | 0.829090909090909 | 0 | 0 | Confirm Remove | Weak data (18.8% waste); Campus retains its vegetarian anchor via Caprese. | Internal data |
| CAM | Campus / Hospital | GGS-4HBP | Turkey Cranberry Sandwich | CAM|GGS-4HBP | EatWell Foods | Meat | 3 | 1 | 1 | Remove | 0 | 0 | Not carried | No | 1 | 0 | 0 | 0.693181818181818 | 0.204545454545455 | 0.227848101265823 | 3.64 | 2.95 | 2.52318181818182 | 0.603409090909091 | 2.52318181818182 | 0 | 0 | 0.603409090909091 | 0 | 0 | Confirm Remove | Winter seasonal with no billback support; weak data. | Signed offer letter + Handoff |
| CAM | Campus / Hospital | GGS-3RZA | Caprese Ciabatta | CAM|GGS-3RZA | GreenFork Kitchen | Vegetarian | 2 | 1 | 0 | Add | 1 | 1 | Carry (1 facing) | No | 0 | 1 | 1 | 3.3 | 0.225 | 0.0638297872340426 | 3.89 | 3.1 | 12.837 | 0.6975 | 0 | 12.837 | 12.837 | 0 | 0.6975 | 0.6975 | Accept swap for Hummus | Caprese slightly outperforms Hummus on GP/tray ($12.84 vs $10.98) with comparable waste (6.4% vs 7.1%); route approved; consistent with cluster's meatless-forward traffic. | Internal pilot data |
| CAM | Campus / Hospital | GGS-6BGH | Protein Snack Box | CAM|GGS-6BGH | Urban Spoon | Mixed protein | 5 | 1 | 0 | Add | 2 | 2 | Carry (2 facings) | No | 0 | 2 | 2 | 5.6 | 0.2 | 0.0344827586206897 | 3.85 | 2.94 | 21.56 | 0.588 | 0 | 21.56 | 21.56 | 0 | 0.588 | 0.588 | Unchanged — matches proposal | ||
| CAM | Campus / Hospital | GGS-8XUY | Spicy Tuna Sushi Roll | CAM|GGS-8XUY | Sakura Express | Fish | 1 | 1.5 | 0 | Add | 1 | 0 | Not carried | Yes | 0 | 1.5 | 0 | 2.125 | 0.75 | 0.260869565217391 | 5.69 | 4.3 | 12.09125 | 3.225 | 0 | 12.09125 | 0 | 0 | 3.225 | 0 | Reject | Signed Sakura letter excludes Campus the same as Commuter (line-review test only, not a signed commitment). Pilot waste 26.1%, GP/tray $8.06 — below both vegetarian options in the same case. | Signed offer letter + Internal pilot data |
| HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | HWY|GGS-84QJ | EatWell Foods | Meat | 3 | 1 | 1 | Keep | 1 | 1 | Carry (1 facing) | No | 1 | 1 | 1 | 4.70833333333333 | 0.241666666666667 | 0.0488215488215488 | 3.61 | 2.38 | 16.9970833333333 | 0.575166666666667 | 16.9970833333333 | 16.9970833333333 | 16.9970833333333 | 0.575166666666667 | 0.575166666666667 | 0.575166666666667 | Unchanged — matches proposal | ||
| HWY | Highway / Travel | GGS-2VWK | Turkey Club Sandwich | HWY|GGS-2VWK | EatWell Foods | Meat | 3 | 1 | 1 | Keep | 2 | 2 | Carry (2 facings) | No | 1 | 2 | 2 | 4.73333333333333 | 0.183333333333333 | 0.0372881355932203 | 3.85 | 2.64 | 18.2233333333333 | 0.484 | 18.2233333333333 | 18.2233333333333 | 18.2233333333333 | 0.484 | 0.484 | 0.484 | Unchanged — matches proposal | ||
| HWY | Highway / Travel | GGS-9PQL | Southwest Chicken Bowl | HWY|GGS-9PQL | Urban Spoon | Meat | 3 | 1.5 | 1 | Keep | 1 | 1 | Carry (1 facing) | No | 1.5 | 1.5 | 1.5 | 2.16666666666667 | 0.258333333333333 | 0.106529209621993 | 4.54 | 3.45 | 9.83666666666667 | 0.89125 | 9.83666666666667 | 9.83666666666667 | 9.83666666666667 | 0.89125 | 0.89125 | 0.89125 | Unchanged — matches proposal | ||
| HWY | Highway / Travel | GGS-5MTC | Hummus Veggie Wrap | HWY|GGS-5MTC | GreenFork Kitchen | Vegetarian | 2 | 1 | 1 | Remove | 0 | 1 | Carry (1 facing) | Yes | 1 | 0 | 1 | 1.63333333333333 | 0.3 | 0.155172413793103 | 3.54 | 2.75 | 5.782 | 0.825 | 5.782 | 0 | 5.782 | 0.825 | 0 | 0.825 | Reverse proposal's Remove -> Keep | Caprese is blocked by route; Egg Salad is being removed on its own weak data. Without this reversal Highway/Travel would carry zero vegetarian option, violating the mandatory rule. Waste (15.5%) is elevated but this is the only viable in-network vegetarian item for this cluster this cycle. | Handoff mandatory-vegetarian rule (overrides proposal) |
| HWY | Highway / Travel | GGS-7DNL | Cobb Salad | HWY|GGS-7DNL | FreshPack Deli | Meat | 3 | 1.5 | 1 | Remove | 0 | 0 | Not carried | No | 1.5 | 0 | 0 | 1.09166666666667 | 0.241666666666667 | 0.18125 | 4.77 | 3.72 | 5.20725 | 0.899 | 5.20725 | 0 | 0 | 0.899 | 0 | 0 | Confirm Remove | Weak data: 1.09 units/store/wk at 18.1% waste on 1.5 tray slots. Matches proposal. | Internal data |
| HWY | Highway / Travel | GGS-1KFV | Egg Salad Croissant | HWY|GGS-1KFV | FreshPack Deli | Egg vegetarian | 2 | 1 | 1 | Remove | 0 | 0 | Not carried | No | 1 | 0 | 0 | 0.791666666666667 | 0.216666666666667 | 0.214876033057851 | 3.21 | 2.28 | 2.54125 | 0.494 | 2.54125 | 0 | 0 | 0.494 | 0 | 0 | Confirm Remove | Weakest-velocity item in the cluster (0.79/store/wk) at 21.5% waste; no cluster-specific advocacy noted; not the vegetarian anchor once Hummus is reinstated. | Internal data |
| HWY | Highway / Travel | GGS-4HBP | Turkey Cranberry Sandwich | HWY|GGS-4HBP | EatWell Foods | Meat | 3 | 1 | 1 | Keep | 1 | 0 | Not carried | Yes | 1 | 1 | 0 | 1.125 | 0.325 | 0.224137931034483 | 3.64 | 2.95 | 4.095 | 0.95875 | 4.095 | 4.095 | 0 | 0.95875 | 0.95875 | 0 | Reverse proposal's Keep -> Remove | Winter seasonal item; EatWell letter bars returns/billbacks after Jan 31, 2026, so 100% of shrink is unfunded. Waste 22.4% on 1.1 units/store/wk. Handoff: 'Do not keep winter seasonal sandwiches for Q3 just to fill empty space.' | Signed offer letter + Handoff (overrides proposal) |
| HWY | Highway / Travel | GGS-3RZA | Caprese Ciabatta | HWY|GGS-3RZA | GreenFork Kitchen | Vegetarian | 2 | 1 | 0 | Add | 1 | 0 | Not carried | Yes | 0 | 1 | 0 | 0 | 0 | 0 | 3.89 | 3.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Reject — hard route block | Signed GreenFork letter: 'Highway/Travel and Rural North are not approved for Caprese route expansion under this letter.' No pilot data exists for this cluster at all. Proposal's Add directly conflicts with signed terms. | Signed offer letter (overrides proposal) |
| HWY | Highway / Travel | GGS-6BGH | Protein Snack Box | HWY|GGS-6BGH | Urban Spoon | Mixed protein | 5 | 1 | 0 | Add | 2 | 1 | Carry (1 facing) | Yes | 0 | 2 | 1 | 2.725 | 0.2 | 0.0683760683760684 | 3.85 | 2.94 | 10.49125 | 0.588 | 0 | 10.49125 | 10.49125 | 0 | 0.588 | 0.588 | Accept add, cut 2 facings to 1 | Pilot velocity (2.72/store/wk on 5 of 15 stores) is below items the cluster already carries at 1 facing (e.g. Chicken Caesar Wrap at ~4.7/store/wk); 2 facings is disproportionate. Frees capacity for a cluster the handoff wants run lean. | Internal pilot data + Handoff (fewer, cleaner choices) |
| HWY | Highway / Travel | GGS-8XUY | Spicy Tuna Sushi Roll | HWY|GGS-8XUY | Sakura Express | Fish | 1 | 1.5 | 0 | Do not add | 0 | 0 | Not carried | No | 0 | 0 | 0 | 0 | 0 | 0 | 5.69 | 4.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Unchanged — matches proposal | ||
| RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | RUR|GGS-84QJ | EatWell Foods | Meat | 3 | 1 | 1 | Keep | 1 | 1 | Carry (1 facing) | No | 1 | 1 | 1 | 3.6875 | 0.205357142857143 | 0.0527522935779817 | 3.61 | 2.38 | 13.311875 | 0.48875 | 13.311875 | 13.311875 | 13.311875 | 0.48875 | 0.48875 | 0.48875 | Unchanged — matches proposal | ||
| RUR | Rural North | GGS-2VWK | Turkey Club Sandwich | RUR|GGS-2VWK | EatWell Foods | Meat | 3 | 1 | 1 | Keep | 2 | 2 | Carry (2 facings) | No | 1 | 2 | 2 | 4.03571428571429 | 0.205357142857143 | 0.048421052631579 | 3.85 | 2.64 | 15.5375 | 0.542142857142857 | 15.5375 | 15.5375 | 15.5375 | 0.542142857142857 | 0.542142857142857 | 0.542142857142857 | Unchanged — matches proposal | ||
| RUR | Rural North | GGS-9PQL | Southwest Chicken Bowl | RUR|GGS-9PQL | Urban Spoon | Meat | 3 | 1.5 | 1 | Keep | 1 | 1 | Carry (1 facing) | No | 1.5 | 1.5 | 1.5 | 1.38392857142857 | 0.330357142857143 | 0.192708333333333 | 4.54 | 3.45 | 6.28303571428571 | 1.13973214285714 | 6.28303571428571 | 6.28303571428571 | 6.28303571428571 | 1.13973214285714 | 1.13973214285714 | 1.13973214285714 | Unchanged — matches proposal | ||
| RUR | Rural North | GGS-5MTC | Hummus Veggie Wrap | RUR|GGS-5MTC | GreenFork Kitchen | Vegetarian | 2 | 1 | 1 | Remove | 0 | 1 | Carry (1 facing) | Yes | 1 | 0 | 1 | 1.53571428571429 | 0.339285714285714 | 0.180952380952381 | 3.54 | 2.75 | 5.43642857142857 | 0.933035714285714 | 5.43642857142857 | 0 | 5.43642857142857 | 0.933035714285714 | 0 | 0.933035714285714 | Reverse proposal's Remove -> Keep | Caprese is route-blocked and Egg Salad is being removed on its own weak data; without this reversal Rural North would carry zero vegetarian option. Waste (18.1%) is the highest of any cluster for this item — monitor, but no substitute exists this cycle. | Handoff mandatory-vegetarian rule (overrides proposal) |
| RUR | Rural North | GGS-7DNL | Cobb Salad | RUR|GGS-7DNL | FreshPack Deli | Meat | 3 | 1.5 | 1 | Remove | 0 | 0 | Not carried | No | 1.5 | 0 | 0 | 0.714285714285714 | 0.214285714285714 | 0.230769230769231 | 4.77 | 3.72 | 3.40714285714286 | 0.797142857142857 | 3.40714285714286 | 0 | 0 | 0.797142857142857 | 0 | 0 | Confirm Remove | Lowest velocity (0.71/store/wk) and highest waste rate (23.1%) of any current SKU in Rural North; 1.5 tray slots is expensive space for this performance. Matches proposal. | Internal data |
| RUR | Rural North | GGS-1KFV | Egg Salad Croissant | RUR|GGS-1KFV | FreshPack Deli | Egg vegetarian | 2 | 1 | 1 | Keep | 1 | 0 | Not carried | Yes | 1 | 1 | 0 | 0.723214285714286 | 0.232142857142857 | 0.242990654205607 | 3.21 | 2.28 | 2.32151785714286 | 0.529285714285714 | 2.32151785714286 | 2.32151785714286 | 0 | 0.529285714285714 | 0.529285714285714 | 0 | Reverse proposal's Keep -> Remove | 'Regulars still ask for it' is store anecdote, not internal sales data. Actual data: lowest velocity of any SKU in the cluster (0.72/store/wk) and highest waste rate in the cluster (24.3%). Handoff: remove legacy items 'unless the data shows a current, profitable role' — it does not. | Handoff (internal data over anecdote) (overrides proposal) |
| RUR | Rural North | GGS-4HBP | Turkey Cranberry Sandwich | RUR|GGS-4HBP | EatWell Foods | Meat | 3 | 1 | 1 | Remove | 0 | 0 | Not carried | No | 1 | 0 | 0 | 0.830357142857143 | 0.232142857142857 | 0.218487394957983 | 3.64 | 2.95 | 3.0225 | 0.684821428571429 | 3.0225 | 0 | 0 | 0.684821428571429 | 0 | 0 | Confirm Remove | Winter seasonal, no billback support after Jan 31; weak data (0.83/store/wk, 21.9% waste). Matches proposal. | Signed offer letter + Handoff |
| RUR | Rural North | GGS-3RZA | Caprese Ciabatta | RUR|GGS-3RZA | GreenFork Kitchen | Vegetarian | 2 | 1 | 0 | Do not add | 0 | 0 | Not carried | No | 0 | 0 | 0 | 0 | 0 | 0 | 3.89 | 3.1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Confirm Do-not-add — hard route block | Signed GreenFork letter blocks Caprese route expansion to Rural North. Proposal's own 'Do not add' already matches; no conflict. | Signed offer letter |
| RUR | Rural North | GGS-6BGH | Protein Snack Box | RUR|GGS-6BGH | Urban Spoon | Mixed protein | 5 | 1 | 0 | Add | 2 | 1 | Carry (1 facing) | Yes | 0 | 2 | 1 | 1.84375 | 0.15625 | 0.078125 | 3.85 | 2.94 | 7.0984375 | 0.459375 | 0 | 7.0984375 | 7.0984375 | 0 | 0.459375 | 0.459375 | Accept add, cut 2 facings to 1 | Thinnest pilot of any cluster (4 of 14 stores) at the lowest velocity (1.84/store/wk) on the tightest, most delivery-constrained cluster in the chain (2 deliveries/wk). Handoff: Rural North should carry 'fewer, cleaner choices' and not 'chase low-repeat novelty.' 1 facing still captures the item's strong GP/tray-slot economics without over-committing space. | Internal pilot data + Handoff (fewer, cleaner choices) |
| RUR | Rural North | GGS-8XUY | Spicy Tuna Sushi Roll | RUR|GGS-8XUY | Sakura Express | Fish | 1 | 1.5 | 0 | Do not add | 0 | 0 | Not carried | No | 0 | 0 | 0 | 0 | 0 | 0 | 5.69 | 4.3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | Confirm Do-not-add | No signed Sakura route or credit outside Metro Core M-11; zero pilot data in this cluster. Proposal's own call already matches. | Signed offer letter |
Item Economics
| Item Master & Unit Economics | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Source: item_master_unit_economics.csv (unedited inputs in blue; GP $ and GP % are formulas) | |||||||||||||||
| SKU | Item | Status | Vendor | Role | Diet Flag | Shelf Life (days) | Case Pack | Tray Slots / Facing | Order Multiple (cases) | Retail Price | Unit Cost | GP $ / Unit | GP % | First Available Date | Baseline Facing? (1=in live case today) |
| GGS-84QJ | Chicken Caesar Wrap | Current | EatWell Foods | Core wrap | Meat | 3 | 12 | 1 | 1 | 5.99 | 2.38 | 3.61 | 0.602671118530885 | 2024-03-18 | 1 |
| GGS-2VWK | Turkey Club Sandwich | Current | EatWell Foods | Core sandwich | Meat | 3 | 10 | 1 | 1 | 6.49 | 2.64 | 3.85 | 0.593220338983051 | 2023-08-07 | 1 |
| GGS-9PQL | Southwest Chicken Bowl | Current | Urban Spoon | Bowl meal | Meat | 3 | 8 | 1.5 | 1 | 7.99 | 3.45 | 4.54 | 0.568210262828536 | 2024-09-09 | 1 |
| GGS-5MTC | Hummus Veggie Wrap | Current | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 8 | 1 | 1 | 6.29 | 2.75 | 3.54 | 0.562798092209857 | 2023-05-01 | 1 |
| GGS-7DNL | Cobb Salad | Current | FreshPack Deli | Salad meal | Meat | 3 | 6 | 1.5 | 1 | 8.49 | 3.72 | 4.77 | 0.561837455830389 | 2024-01-22 | 1 |
| GGS-1KFV | Egg Salad Croissant | Current | FreshPack Deli | Legacy sandwich | Egg vegetarian | 2 | 8 | 1 | 1 | 5.49 | 2.28 | 3.21 | 0.584699453551913 | 2022-06-13 | 1 |
| GGS-4HBP | Turkey Cranberry Sandwich | Current seasonal | EatWell Foods | Winter seasonal | Meat | 3 | 10 | 1 | 1 | 6.59 | 2.95 | 3.64 | 0.552352048558422 | 2025-10-27 | 1 |
| GGS-3RZA | Caprese Ciabatta | Candidate | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 8 | 1 | 1 | 6.99 | 3.1 | 3.89 | 0.556509298998569 | 2026-06-24 | 0 |
| GGS-6BGH | Protein Snack Box | Candidate | Urban Spoon | Protein snack / light meal | Mixed protein | 5 | 10 | 1 | 1 | 6.79 | 2.94 | 3.85 | 0.567010309278351 | 2026-06-24 | 0 |
| GGS-8XUY | Spicy Tuna Sushi Roll | Candidate | Sakura Express | Sushi / novelty lunch | Fish | 1 | 12 | 1.5 | 1 | 9.99 | 4.3 | 5.69 | 0.56956956956957 | 2026-07-08 | 0 |
Demand & Waste Detail
| 8-Week Demand & Waste Aggregates (computed from Raw Data via AVERAGEIFS / SUMIFS) | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Window: 2026-04-06 to 2026-05-25. Rows exist only where the SKU was actually ranged/piloted in that cluster. | |||||||||||||||
| Cluster | Cluster Name | SKU | Item | Range Type | Key | Avg Stores Ranged | Weeks of Data | Total Net Sales (units) | Total Waste (units) | Avg Wkly Net Sales | Avg Wkly Waste | Net Sales / Store / Wk | Waste / Store / Wk | Waste Rate % | Avg OOS Store-Days/Wk |
| CAM | Campus / Hospital | GGS-1KFV | Egg Salad Croissant | Current set | CAM|GGS-1KFV | 11 | 8 | 138 | 32 | 17.25 | 4 | 1.56818181818182 | 0.363636363636364 | 0.188235294117647 | 0.575 |
| CAM | Campus / Hospital | GGS-2VWK | Turkey Club Sandwich | Current set | CAM|GGS-2VWK | 11 | 8 | 306 | 17 | 38.25 | 2.125 | 3.47727272727273 | 0.193181818181818 | 0.0526315789473684 | 0.575 |
| CAM | Campus / Hospital | GGS-3RZA | Caprese Ciabatta | Controlled pilot | CAM|GGS-3RZA | 5 | 8 | 132 | 9 | 16.5 | 1.125 | 3.3 | 0.225 | 0.0638297872340426 | 0.2125 |
| CAM | Campus / Hospital | GGS-4HBP | Turkey Cranberry Sandwich | Current set | CAM|GGS-4HBP | 11 | 8 | 61 | 18 | 7.625 | 2.25 | 0.693181818181818 | 0.204545454545455 | 0.227848101265823 | 0.6 |
| CAM | Campus / Hospital | GGS-5MTC | Hummus Veggie Wrap | Current set | CAM|GGS-5MTC | 11 | 8 | 273 | 21 | 34.125 | 2.625 | 3.10227272727273 | 0.238636363636364 | 0.0714285714285714 | 0.475 |
| CAM | Campus / Hospital | GGS-6BGH | Protein Snack Box | Controlled pilot | CAM|GGS-6BGH | 5 | 8 | 224 | 8 | 28 | 1 | 5.6 | 0.2 | 0.0344827586206897 | 1.175 |
| CAM | Campus / Hospital | GGS-7DNL | Cobb Salad | Current set | CAM|GGS-7DNL | 11 | 8 | 211 | 21 | 26.375 | 2.625 | 2.39772727272727 | 0.238636363636364 | 0.0905172413793104 | 0.5375 |
| CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | CAM|GGS-84QJ | 11 | 8 | 598 | 23 | 74.75 | 2.875 | 6.79545454545455 | 0.261363636363636 | 0.037037037037037 | 2.45 |
| CAM | Campus / Hospital | GGS-8XUY | Spicy Tuna Sushi Roll | Controlled pilot | CAM|GGS-8XUY | 4 | 8 | 68 | 24 | 8.5 | 3 | 2.125 | 0.75 | 0.260869565217391 | 0.1875 |
| CAM | Campus / Hospital | GGS-9PQL | Southwest Chicken Bowl | Current set | CAM|GGS-9PQL | 11 | 8 | 406 | 28 | 50.75 | 3.5 | 4.61363636363636 | 0.318181818181818 | 0.0645161290322581 | 2.1 |
| COM | Commuter Suburban | GGS-1KFV | Egg Salad Croissant | Current set | COM|GGS-1KFV | 26 | 8 | 246 | 62 | 30.75 | 7.75 | 1.18269230769231 | 0.298076923076923 | 0.201298701298701 | 1.275 |
| COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | COM|GGS-2VWK | 26 | 8 | 917 | 38 | 114.625 | 4.75 | 4.40865384615385 | 0.182692307692308 | 0.0397905759162304 | 1.4 |
| COM | Commuter Suburban | GGS-3RZA | Caprese Ciabatta | Controlled pilot | COM|GGS-3RZA | 8 | 8 | 117 | 23 | 14.625 | 2.875 | 1.828125 | 0.359375 | 0.164285714285714 | 0.4125 |
| COM | Commuter Suburban | GGS-4HBP | Turkey Cranberry Sandwich | Current set | COM|GGS-4HBP | 26 | 8 | 204 | 54 | 25.5 | 6.75 | 0.980769230769231 | 0.259615384615385 | 0.209302325581395 | 1.2125 |
| COM | Commuter Suburban | GGS-5MTC | Hummus Veggie Wrap | Current set | COM|GGS-5MTC | 26 | 8 | 454 | 43 | 56.75 | 5.375 | 2.18269230769231 | 0.206730769230769 | 0.0865191146881288 | 1.175 |
| COM | Commuter Suburban | GGS-6BGH | Protein Snack Box | Controlled pilot | COM|GGS-6BGH | 8 | 8 | 248 | 9 | 31 | 1.125 | 3.875 | 0.140625 | 0.0350194552529183 | 2.725 |
| COM | Commuter Suburban | GGS-7DNL | Cobb Salad | Current set | COM|GGS-7DNL | 26 | 8 | 601 | 59 | 75.125 | 7.375 | 2.88942307692308 | 0.283653846153846 | 0.0893939393939394 | 1.2875 |
| COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | COM|GGS-84QJ | 26 | 8 | 1025 | 42 | 128.125 | 5.25 | 4.92788461538462 | 0.201923076923077 | 0.0393626991565136 | 4.575 |
| COM | Commuter Suburban | GGS-8XUY | Spicy Tuna Sushi Roll | Controlled pilot | COM|GGS-8XUY | 6 | 8 | 54 | 26 | 6.75 | 3.25 | 1.125 | 0.541666666666667 | 0.325 | 0.3 |
| COM | Commuter Suburban | GGS-9PQL | Southwest Chicken Bowl | Current set | COM|GGS-9PQL | 26 | 8 | 640 | 53 | 80 | 6.625 | 3.07692307692308 | 0.254807692307692 | 0.0764790764790765 | 1.7 |
| HWY | Highway / Travel | GGS-1KFV | Egg Salad Croissant | Current set | HWY|GGS-1KFV | 15 | 8 | 95 | 26 | 11.875 | 3.25 | 0.791666666666667 | 0.216666666666667 | 0.214876033057851 | 0.7 |
| HWY | Highway / Travel | GGS-2VWK | Turkey Club Sandwich | Current set | HWY|GGS-2VWK | 15 | 8 | 568 | 22 | 71 | 2.75 | 4.73333333333333 | 0.183333333333333 | 0.0372881355932203 | 0.525 |
| HWY | Highway / Travel | GGS-4HBP | Turkey Cranberry Sandwich | Current set | HWY|GGS-4HBP | 15 | 8 | 135 | 39 | 16.875 | 4.875 | 1.125 | 0.325 | 0.224137931034483 | 0.6875 |
| HWY | Highway / Travel | GGS-5MTC | Hummus Veggie Wrap | Current set | HWY|GGS-5MTC | 15 | 8 | 196 | 36 | 24.5 | 4.5 | 1.63333333333333 | 0.3 | 0.155172413793103 | 0.575 |
| HWY | Highway / Travel | GGS-6BGH | Protein Snack Box | Controlled pilot | HWY|GGS-6BGH | 5 | 8 | 109 | 8 | 13.625 | 1 | 2.725 | 0.2 | 0.0683760683760684 | 1.45 |
| HWY | Highway / Travel | GGS-7DNL | Cobb Salad | Current set | HWY|GGS-7DNL | 15 | 8 | 131 | 29 | 16.375 | 3.625 | 1.09166666666667 | 0.241666666666667 | 0.18125 | 0.725 |
| HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | HWY|GGS-84QJ | 15 | 8 | 565 | 29 | 70.625 | 3.625 | 4.70833333333333 | 0.241666666666667 | 0.0488215488215488 | 4 |
| HWY | Highway / Travel | GGS-9PQL | Southwest Chicken Bowl | Current set | HWY|GGS-9PQL | 15 | 8 | 260 | 31 | 32.5 | 3.875 | 2.16666666666667 | 0.258333333333333 | 0.106529209621993 | 0.6125 |
| MET | Metro Core | GGS-1KFV | Egg Salad Croissant | Current set | MET|GGS-1KFV | 18 | 8 | 186 | 49 | 23.25 | 6.125 | 1.29166666666667 | 0.340277777777778 | 0.208510638297872 | 1.05 |
| MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | MET|GGS-2VWK | 18 | 8 | 445 | 18 | 55.625 | 2.25 | 3.09027777777778 | 0.125 | 0.0388768898488121 | 0.9875 |
| MET | Metro Core | GGS-3RZA | Caprese Ciabatta | Controlled pilot | MET|GGS-3RZA | 9 | 8 | 228 | 21 | 28.5 | 2.625 | 3.16666666666667 | 0.291666666666667 | 0.0843373493975904 | 0.475 |
| MET | Metro Core | GGS-4HBP | Turkey Cranberry Sandwich | Current set | MET|GGS-4HBP | 18 | 8 | 115 | 33 | 14.375 | 4.125 | 0.798611111111111 | 0.229166666666667 | 0.222972972972973 | 0.8625 |
| MET | Metro Core | GGS-5MTC | Hummus Veggie Wrap | Current set | MET|GGS-5MTC | 18 | 8 | 282 | 24 | 35.25 | 3 | 1.95833333333333 | 0.166666666666667 | 0.0784313725490196 | 1.1375 |
| MET | Metro Core | GGS-6BGH | Protein Snack Box | Controlled pilot | MET|GGS-6BGH | 9 | 8 | 298 | 8 | 37.25 | 1 | 4.13888888888889 | 0.111111111111111 | 0.0261437908496732 | 2.525 |
| MET | Metro Core | GGS-7DNL | Cobb Salad | Current set | MET|GGS-7DNL | 18 | 8 | 435 | 35 | 54.375 | 4.375 | 3.02083333333333 | 0.243055555555556 | 0.074468085106383 | 0.8625 |
| MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | MET|GGS-84QJ | 18 | 8 | 792 | 41 | 99 | 5.125 | 5.5 | 0.284722222222222 | 0.0492196878751501 | 4.5 |
| MET | Metro Core | GGS-8XUY | Spicy Tuna Sushi Roll | Controlled pilot | MET|GGS-8XUY | 9 | 8 | 227 | 27 | 28.375 | 3.375 | 3.15277777777778 | 0.375 | 0.106299212598425 | 0.775 |
| MET | Metro Core | GGS-9PQL | Southwest Chicken Bowl | Current set | MET|GGS-9PQL | 18 | 8 | 650 | 46 | 81.25 | 5.75 | 4.51388888888889 | 0.319444444444444 | 0.0660919540229885 | 2.875 |
| RUR | Rural North | GGS-1KFV | Egg Salad Croissant | Current set | RUR|GGS-1KFV | 14 | 8 | 81 | 26 | 10.125 | 3.25 | 0.723214285714286 | 0.232142857142857 | 0.242990654205607 | 0.625 |
| RUR | Rural North | GGS-2VWK | Turkey Club Sandwich | Current set | RUR|GGS-2VWK | 14 | 8 | 452 | 23 | 56.5 | 2.875 | 4.03571428571429 | 0.205357142857143 | 0.048421052631579 | 0.525 |
| RUR | Rural North | GGS-4HBP | Turkey Cranberry Sandwich | Current set | RUR|GGS-4HBP | 14 | 8 | 93 | 26 | 11.625 | 3.25 | 0.830357142857143 | 0.232142857142857 | 0.218487394957983 | 0.7 |
| RUR | Rural North | GGS-5MTC | Hummus Veggie Wrap | Current set | RUR|GGS-5MTC | 14 | 8 | 172 | 38 | 21.5 | 4.75 | 1.53571428571429 | 0.339285714285714 | 0.180952380952381 | 0.625 |
| RUR | Rural North | GGS-6BGH | Protein Snack Box | Controlled pilot | RUR|GGS-6BGH | 4 | 8 | 59 | 5 | 7.375 | 0.625 | 1.84375 | 0.15625 | 0.078125 | 1.05 |
| RUR | Rural North | GGS-7DNL | Cobb Salad | Current set | RUR|GGS-7DNL | 14 | 8 | 80 | 24 | 10 | 3 | 0.714285714285714 | 0.214285714285714 | 0.230769230769231 | 0.875 |
| RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | RUR|GGS-84QJ | 14 | 8 | 413 | 23 | 51.625 | 2.875 | 3.6875 | 0.205357142857143 | 0.0527522935779817 | 4.6375 |
| RUR | Rural North | GGS-9PQL | Southwest Chicken Bowl | Current set | RUR|GGS-9PQL | 14 | 8 | 155 | 37 | 19.375 | 4.625 | 1.38392857142857 | 0.330357142857143 | 0.192708333333333 | 0.7125 |
Signed Vendor Terms
| Signed Vendor Offer Letters — Condensed Reference | |||||||
|---|---|---|---|---|---|---|---|
| Source: signed_vendor_offer_letters.pdf. These signed terms supersede informal buyer proposal notes wherever the two conflict. | |||||||
| Vendor | Signed | Covered SKUs | Launch Support (Scan Allowance) | Shrink Credit | Route Limits | Code Date / Handling | Where This Overrides the Proposal |
| GreenFork Kitchen | Jun 5, 2026 (M. Patel) | Hummus Veggie Wrap (GGS-5MTC); Caprese Ciabatta (GGS-3RZA) | $0.40/scanned unit on Caprese receipts dated Jul 13-Aug 9, capped at 5,500 units. | 30% credit on documented waste, covered items only, in stores receiving GreenFork delivery >=4 days/wk. | Highway/Travel and Rural North are NOT approved for Caprese route expansion under this letter. A new signed routing addendum is required to expand there. | 2-day code at store receipt. | Proposal adds Caprese in Highway/Travel — blocked by this letter. Reject regardless of any performance case. |
| Urban Spoon | Jun 6, 2026 (T. Nguyen) | Southwest Chicken Bowl (GGS-9PQL); Protein Snack Box (GGS-6BGH) | $0.35/scanned unit on Protein Snack Box, first six weeks of the reset, capped at 8,000 units. | None. Normal returns policy only for verified mis-picks. | Current routes cover all five Blue Mesa clusters on the existing replenishment cadence. | Protein Snack Box: 5-day code. Southwest Chicken Bowl: 3-day code. | No conflict — route supports the proposal's chainwide Protein Snack Box add. |
| Sakura Express | Jun 7, 2026 (A. Watanabe) | Spicy Tuna Sushi Roll (GGS-8XUY) | None (no scan allowance). | Metro Core route M-11 stores ONLY: 50% credit on documented waste through Aug 16. | Daily fresh route and credit apply ONLY to Metro Core stores on route M-11. Campus and Commuter pilot samples were line-review tests, NOT part of the signed launch commitment. | 1-day code. Daily delivery required; do not hold over. Case pack 12 units. | Proposal adds Sushi in Commuter Suburban and Campus/Hospital — no signed route, credit, or service-level guarantee there. Reject both. Within Metro Core, credit/service applies only to confirmed route M-11 stores, not all 18 — confirm store list before launch. |
| EatWell Foods | May 30, 2026 (C. Reeves) | Chicken Caesar Wrap (GGS-84QJ); Turkey Club Sandwich (GGS-2VWK); Turkey Cranberry Sandwich (GGS-4HBP) | None. Standard volume pricing. | N/A for core items. Turkey Cranberry: returns/billbacks after Jan 31, 2026 are NOT authorized (winter-seasonal terms). | Current routes cover all five Blue Mesa clusters on the existing replenishment cadence. | 3-day code at store receipt. | Proposal keeps Turkey Cranberry Sandwich in Highway/Travel — any shrink there is fully unfunded, and the handoff bars keeping winter seasonal items just to fill space. Reject the keep. |
Raw Data - POS Waste
| Weekly POS / Inventory / Waste Extract — Source Data (unedited) | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Source: weekly_pos_inventory_waste.csv. 8-week window 2026-04-06 through 2026-05-25. 'Controlled pilot' rows = candidate SKU test stores (subset of cluster). | |||||||||||
| week_start | cluster_code | cluster_name | sku | item | range_type | stores_ranged | net_sales_units | waste_units | oos_store_days | receipts_units | ending_on_hand_units |
| 2026-04-06 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 99 | 5 | 5.2 | 102 | 26 |
| 2026-04-13 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 98 | 5 | 5.3 | 107 | 30 |
| 2026-04-20 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 97 | 5 | 6.7 | 105 | 33 |
| 2026-04-27 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 108 | 5 | 3 | 113 | 33 |
| 2026-05-04 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 88 | 5 | 2.4 | 93 | 33 |
| 2026-05-11 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 92 | 5 | 5.2 | 99 | 35 |
| 2026-05-18 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 96 | 5 | 4.7 | 103 | 37 |
| 2026-05-25 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 114 | 6 | 3.5 | 123 | 40 |
| 2026-04-06 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 124 | 5 | 3.1 | 129 | 41 |
| 2026-04-13 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 144 | 6 | 3.8 | 149 | 40 |
| 2026-04-20 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 121 | 5 | 8.5 | 126 | 40 |
| 2026-04-27 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 125 | 5 | 3.3 | 127 | 37 |
| 2026-05-04 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 136 | 6 | 3.4 | 143 | 38 |
| 2026-05-11 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 117 | 5 | 2.7 | 126 | 42 |
| 2026-05-18 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 132 | 5 | 6.6 | 134 | 39 |
| 2026-05-25 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 126 | 5 | 5.2 | 132 | 40 |
| 2026-04-06 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 66 | 3 | 2.7 | 68 | 16 |
| 2026-04-13 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 79 | 3 | 1.9 | 84 | 18 |
| 2026-04-20 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 85 | 3 | 1.4 | 87 | 17 |
| 2026-04-27 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 72 | 3 | 1.4 | 78 | 20 |
| 2026-05-04 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 65 | 3 | 4 | 65 | 17 |
| 2026-05-11 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 74 | 3 | 1.2 | 80 | 20 |
| 2026-05-18 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 72 | 2 | 4.1 | 73 | 19 |
| 2026-05-25 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 85 | 3 | 2.9 | 91 | 22 |
| 2026-04-06 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 65 | 3 | 3.6 | 65 | 21 |
| 2026-04-13 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 74 | 4 | 4.4 | 77 | 20 |
| 2026-04-20 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 63 | 3 | 3.5 | 67 | 21 |
| 2026-04-27 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 71 | 4 | 3 | 75 | 21 |
| 2026-05-04 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 67 | 3 | 5.5 | 73 | 24 |
| 2026-05-11 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 78 | 4 | 4.2 | 80 | 22 |
| 2026-05-18 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 73 | 4 | 3.5 | 74 | 19 |
| 2026-05-25 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 74 | 4 | 4.3 | 77 | 18 |
| 2026-04-06 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 55 | 3 | 3.1 | 60 | 24 |
| 2026-04-13 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 57 | 3 | 3.6 | 64 | 28 |
| 2026-04-20 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 54 | 3 | 5.4 | 57 | 28 |
| 2026-04-27 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 53 | 3 | 4.2 | 60 | 32 |
| 2026-05-04 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 51 | 3 | 4.4 | 56 | 34 |
| 2026-05-11 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 46 | 2 | 5.7 | 45 | 31 |
| 2026-05-18 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 47 | 3 | 5 | 50 | 31 |
| 2026-05-25 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 50 | 3 | 5.7 | 51 | 29 |
| 2026-04-06 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 50 | 2 | 1.4 | 51 | 27 |
| 2026-04-13 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 56 | 2 | 1.3 | 55 | 24 |
| 2026-04-20 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 62 | 3 | 0.7 | 63 | 22 |
| 2026-04-27 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 51 | 2 | 0.8 | 50 | 19 |
| 2026-05-04 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 57 | 2 | 1.7 | 60 | 20 |
| 2026-05-11 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 62 | 3 | 1 | 65 | 20 |
| 2026-05-18 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 55 | 2 | 0.3 | 56 | 19 |
| 2026-05-25 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 52 | 2 | 0.7 | 52 | 17 |
| 2026-04-06 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 115 | 5 | 1.2 | 117 | 38 |
| 2026-04-13 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 119 | 5 | 1.6 | 123 | 37 |
| 2026-04-20 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 132 | 5 | 0.6 | 139 | 39 |
| 2026-04-27 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 103 | 4 | 2.4 | 108 | 40 |
| 2026-05-04 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 105 | 5 | 1.9 | 114 | 44 |
| 2026-05-11 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 127 | 5 | 0.4 | 132 | 44 |
| 2026-05-18 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 112 | 5 | 1.2 | 114 | 41 |
| 2026-05-25 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 104 | 4 | 1.9 | 110 | 43 |
| 2026-04-06 | CAM | Campus / Hospital | GGS-2VWK | Turkey Club Sandwich | Current set | 11 | 34 | 2 | 0.7 | 33 | 14 |
Read Me
| Prepared Foods Grab-and-Go — July Reset Decision Workbook | |
|---|---|
| Supporting workbook for the merchant-facing reset memo. First four weeks of the Q3 2026 reset. | |
| Authority hierarchy used for every decision in this workbook (per the June 10, 2026 merchant handoff): | |
| 1. Signed vendor offer letters control credits, route eligibility, and launch support. | |
| 2. Internal POS / waste / inventory records are the demand signal. | |
| 3. Merchant handoff decision rules govern space, vegetarian-anchor, and cluster philosophy. | |
| 4. Buyer proposal comments and supplier projections are NOT treated as demand evidence. | |
| Tabs in this workbook: | |
| Cluster Summary — final cluster-level assortment, GP $ and waste $ impact, vegetarian-anchor compliance check. | |
| Capacity Check — live tray-slot capacity vs. proposal-required vs. revised-required slots, by cluster. | |
| Proposal Reconciliation — every SKU x cluster cell: proposal action vs. revised decision, what changed, why, and on what authority. | |
| Item Economics — item master with computed GP $/unit and GP %. | |
| Demand & Waste Detail — 8-week per-cluster, per-item demand/waste aggregates computed from raw POS data. | |
| Raw Data - POS Waste — source weekly extract (2026-04-06 to 2026-05-25), unedited. | |
| Signed Vendor Terms — condensed reference to the 4 signed offer letters. | |
| Color key: | |
| Blue text = analytical decision input (this workbook's revised facing calls). Black text = formulas. Green text = cross-sheet links. |
User prompt → 141 turns · 73 tool calls → final responseclaude-code
97 of 141 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.
3Bash32k1
Tool execution only — no assistant text
Bashfind /workspace -maxdepth 4 -not -path '*/node_modules/*' | sort (+description)
Arguments
List workspace contents to locate attached materials
find /workspace -maxdepth 4 -not -path '*/node_modules/*' | sort
Output
/workspace /workspace/data /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 [stdout] /workspace /workspace/data /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 [metadata] noOutputExpected: false
5I'll start by reviewing all the attached materials, beginning with the merchant handoff (authoritative for business rule…33k
I'll start by reviewing all the attached materials, beginning with the merchant handoff (authoritative for business rules).
6user{"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.
7Skill1
Tool execution only — no assistant text
Skilldocx
Arguments
docx
Output
Launching skill: docx [metadata] success: true commandName: docx
8Bash1
Tool execution only — no assistant text
Bashcat /workspace/data/buyer_reset_proposal.csv (+description)
Arguments
View buyer reset proposal CSV
cat /workspace/data/buyer_reset_proposal.csv
Output
proposal_date,cluster_code,cluster_name,sku,item,proposed_action,proposed_facings,buyer_comment,supplier_projection_units_per_store_week 2026-06-12,MET,Metro Core,GGS-84QJ,Chicken Caesar Wrap,Keep,2,, 2026-06-12,MET,Metro Core,GGS-2VWK,Turkey Club Sandwich,Keep,1,, 2026-06-12,MET,Metro Core,GGS-9PQL,Southwest Chicken Bowl,Keep,1,, 2026-06-12,MET,Metro Core,GGS-5MTC,Hummus Veggie Wrap,Remove,0,Buyer proposal removes this to make room for the Caprese launch., 2026-06-12,MET,Metro Core,GGS-7DNL,Cobb Salad,Keep,1,, 2026-06-12,MET,Metro Core,GGS-1KFV,Egg Salad Croissant,Remove,0,Rural DM says some regulars still ask for it., 2026-06-12,MET,Metro Core,GGS-4HBP,Turkey Cranberry Sandwich,Remove,0,Highway stores asked to keep one slot from winter if space allows., 2026-06-12,MET,Metro Core,GGS-3RZA,Caprese Ciabatta,Add,1,Use as the vegetarian trade-up and remove Hummus where possible.,3.4 2026-06-12,MET,Metro Core,GGS-6BGH,Protein Snack Box,Add,2,Merchant liked long code date and grab-
… 10,302 more characters of output in the raw trajectory.
9Bash1
Tool execution only — no assistant text
Bashcat /workspace/data/item_master_unit_economics.csv (+description)
Arguments
View item master unit economics CSV
cat /workspace/data/item_master_unit_economics.csv
Output
sku,item,status,vendor,role,diet_flag,shelf_life_days,case_pack,tray_slots_per_facing,retail_price,unit_cost,order_multiple_cases,first_available_date,current_core GGS-84QJ,Chicken Caesar Wrap,Current,EatWell Foods,Core wrap,Meat,3,12,1.0,5.99,2.38,1,2024-03-18,Yes GGS-2VWK,Turkey Club Sandwich,Current,EatWell Foods,Core sandwich,Meat,3,10,1.0,6.49,2.64,1,2023-08-07,Yes GGS-9PQL,Southwest Chicken Bowl,Current,Urban Spoon,Bowl meal,Meat,3,8,1.5,7.99,3.45,1,2024-09-09,Yes GGS-5MTC,Hummus Veggie Wrap,Current,GreenFork Kitchen,Vegetarian lunch,Vegetarian,2,8,1.0,6.29,2.75,1,2023-05-01,No GGS-7DNL,Cobb Salad,Current,FreshPack Deli,Salad meal,Meat,3,6,1.5,8.49,3.72,1,2024-01-22,No GGS-1KFV,Egg Salad Croissant,Current,FreshPack Deli,Legacy sandwich,Egg vegetarian,2,8,1.0,5.49,2.28,1,2022-06-13,No GGS-4HBP,Turkey Cranberry Sandwich,Current seasonal,EatWell Foods,Winter seasonal,Meat,3,10,1.0,6.59,2.95,1,2025-10-27,No GGS-3RZA,Caprese Ciabatta,Candidate,GreenFork Kitchen,Vegetarian lunc
… 1,628 more characters of output in the raw trajectory.
10Bash1
Tool execution only — no assistant text
Bashcat /workspace/data/store_cluster_capacity.csv (+description)
Arguments
View store cluster capacity CSV
cat /workspace/data/store_cluster_capacity.csv
Output
cluster_code,cluster_name,store_count,deliveries_per_week,tray_slots_available,extra_tray_project,notes 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. COM,Commuter Suburban,26,4,10.0,No incremental tray capacity this reset,Office parks and commuter corridors; strongest weekday lunch. CAM,Campus / Hospital,11,5,10.0,No incremental tray capacity this reset,Late lunch and evening snack missions; meatless options over-index. HWY,Highway / Travel,15,3,8.0,No incremental tray capacity this reset,Fewer delivery touches; travel purchase pattern favors familiar sandwiches. 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. [stdout] cluster_code,cluster_name,store_count,deliveries_per_week,tray_slots_available,extra_tray_project,notes MET,Metro Core,18,5,12.0,Pending September lease-line
… 712 more characters of output in the raw trajectory.
11Bash1
Tool execution only — no assistant text
Bashcat /workspace/data/weekly_pos_inventory_waste.csv (+description)
Arguments
View weekly POS inventory waste CSV
cat /workspace/data/weekly_pos_inventory_waste.csv
Output
<persisted-output> Output too large (32.8KB). Full output saved to: /logs/agent/sessions/projects/-workspace/4d39eea3-8259-4ac0-8d90-1ac10a30f231/tool-results/bm2h7sse6.txt Preview (first 2KB): week_start,cluster_code,cluster_name,sku,item,range_type,stores_ranged,net_sales_units,waste_units,oos_store_days,receipts_units,ending_on_hand_units 2026-04-06,MET,Metro Core,GGS-84QJ,Chicken Caesar Wrap,Current set,18,99,5,5.2,102,26 2026-04-13,MET,Metro Core,GGS-84QJ,Chicken Caesar Wrap,Current set,18,98,5,5.3,107,30 2026-04-20,MET,Metro Core,GGS-84QJ,Chicken Caesar Wrap,Current set,18,97,5,6.7,105,33 2026-04-27,MET,Metro Core,GGS-84QJ,Chicken Caesar Wrap,Current set,18,108,5,3.0,113,33 2026-05-04,MET,Metro Core,GGS-84QJ,Chicken Caesar Wrap,Current set,18,88,5,2.4,93,33 2026-05-11,MET,Metro Core,GGS-84QJ,Chicken Caesar Wrap,Current set,18,92,5,5.2,99,35 2026-05-18,MET,Metro Core,GGS-84QJ,Chicken Caesar Wrap,Current set,18,96,5,4.7,103,37 2026-05-25,MET,Metro Core,GGS-84QJ,Chicken Cae
… 31,408 more characters of output in the raw trajectory.
13Bash47k1
Tool execution only — no assistant text
Bashwc -l /workspace/data/weekly_pos_inventory_waste.csv && echo "---" && cut -d',' -f2,4,5 /workspace/data/weekly_pos_inventory_waste.csv | sort -u | head -60 (+description)
Arguments
Check row count and unique cluster/item combos in waste file
wc -l /workspace/data/weekly_pos_inventory_waste.csv && echo "---" && cut -d',' -f2,4,5 /workspace/data/weekly_pos_inventory_waste.csv | sort -u | head -60
Output
369 /workspace/data/weekly_pos_inventory_waste.csv --- CAM,GGS-1KFV,Egg Salad Croissant CAM,GGS-2VWK,Turkey Club Sandwich CAM,GGS-3RZA,Caprese Ciabatta CAM,GGS-4HBP,Turkey Cranberry Sandwich CAM,GGS-5MTC,Hummus Veggie Wrap CAM,GGS-6BGH,Protein Snack Box CAM,GGS-7DNL,Cobb Salad CAM,GGS-84QJ,Chicken Caesar Wrap CAM,GGS-8XUY,Spicy Tuna Sushi Roll CAM,GGS-9PQL,Southwest Chicken Bowl COM,GGS-1KFV,Egg Salad Croissant COM,GGS-2VWK,Turkey Club Sandwich COM,GGS-3RZA,Caprese Ciabatta COM,GGS-4HBP,Turkey Cranberry Sandwich COM,GGS-5MTC,Hummus Veggie Wrap COM,GGS-6BGH,Protein Snack Box COM,GGS-7DNL,Cobb Salad COM,GGS-84QJ,Chicken Caesar Wrap COM,GGS-8XUY,Spicy Tuna Sushi Roll COM,GGS-9PQL,Southwest Chicken Bowl HWY,GGS-1KFV,Egg Salad Croissant HWY,GGS-2VWK,Turkey Club Sandwich HWY,GGS-4HBP,Turkey Cranberry Sandwich HWY,GGS-5MTC,Hummus Veggie Wrap HWY,GGS-6BGH,Protein Snack Box HWY,GGS-7DNL,Cobb Salad HWY,GGS-84QJ,Chicken Caesar Wrap HWY,GGS-9PQL,Southwest Chicken Bowl MET,GGS-1KFV,Egg Salad Croiss
… 2,212 more characters of output in the raw trajectory.
14Bash1
Tool execution only — no assistant text
Bashcd /workspace/data && python3 /logs/agent/sessions/skills/docx/scripts/office/unpack.py merchant_handoff_prepared_foods.docx /tmp/handoff_unpacked/ 2>&1 | tail -20 (+description)
Arguments
Unpack the merchant handoff docx for reading
cd /workspace/data && python3 /logs/agent/sessions/skills/docx/scripts/office/unpack.py merchant_handoff_prepared_foods.docx /tmp/handoff_unpacked/ 2>&1 | tail -20
Output
Unpacked merchant_handoff_prepared_foods.docx (16 XML files), simplified 0 tracked changes, merged 0 runs [stdout] Unpacked merchant_handoff_prepared_foods.docx (16 XML files), simplified 0 tracked changes, merged 0 runs [metadata] noOutputExpected: false
15Bash1
Tool execution only — no assistant text
Bashcd /workspace/data && pandoc signed_vendor_offer_letters.pdf -o /tmp/vendor_letters.md 2>&1; echo "---pandoc exit $?---"; ls -la /tmp/vendor_letters.md 2>/dev/null (+description)
Arguments
Try converting vendor offer letters PDF to markdown
cd /workspace/data && pandoc signed_vendor_offer_letters.pdf -o /tmp/vendor_letters.md 2>&1; echo "---pandoc exit $?---"; ls -la /tmp/vendor_letters.md 2>/dev/null
Output
Exit code 2 /bin/bash: line 1: pandoc: command not found ---pandoc exit 127--- [error] tool reported failure
17Read49k1
Tool execution only — no assistant text
Read/workspace/data/weekly_pos_inventory_waste.csv
Arguments
/workspace/data/weekly_pos_inventory_waste.csv
Output
1 week_start,cluster_code,cluster_name,sku,item,range_type,stores_ranged,net_sales_units,waste_units,oos_store_days,receipts_units,ending_on_hand_units 2 2026-04-06,MET,Metro Core,GGS-84QJ,Chicken Caesar Wrap,Current set,18,99,5,5.2,102,26 3 2026-04-13,MET,Metro Core,GGS-84QJ,Chicken Caesar Wrap,Current set,18,98,5,5.3,107,30 4 2026-04-20,MET,Metro Core,GGS-84QJ,Chicken Caesar Wrap,Current set,18,97,5,6.7,105,33 5 2026-04-27,MET,Metro Core,GGS-84QJ,Chicken Caesar Wrap,Current set,18,108,5,3.0,113,33 6 2026-05-04,MET,Metro Core,GGS-84QJ,Chicken Caesar Wrap,Current set,18,88,5,2.4,93,33 7 2026-05-11,MET,Metro Core,GGS-84QJ,Chicken Caesar Wrap,Current set,18,92,5,5.2,99,35 8 2026-05-18,MET,Metro Core,GGS-84QJ,Chicken Caesar Wrap,Current set,18,96,5,4.7,103,37 9 2026-05-25,MET,Metro Core,GGS-84QJ,Chicken Caesar Wrap,Current set,18,114,6,3.5,123,40 10 2026-04-06,COM,Commuter Suburban,GGS-84QJ,Chicken Caesar Wrap,Current set,26,124,5,3.1,129,41 11 2026-04-13,COM,Commuter Suburban,GGS-84QJ,Ch
… 67,326 more characters of output in the raw trajectory.
18user{"type": "text", "text": "Base directory for this skill: /logs/agent/sessions/skills/pdf\n\n# PDF Processing Guide\n\n##…
{"type": "text", "text": "Base directory for this skill: /logs/agent/sessions/skills/pdf\n\n# PDF Processing Guide\n\n## Overview\n\nThis guide covers essential PDF processing operations using Python libraries and command-line tools. For advanced features, JavaScript libraries, and detailed examples, see REFERENCE.md. If you need to fill out a PDF form, read FORMS.md and follow its instructions.\n\n## Quick Start\n\n
python\nfrom pypdf import PdfReader, PdfWriter\n\n# Read a PDF\nreader = PdfReader(\"document.pdf\")\nprint(f\"Pages: {len(reader.pages)}\")\n\n# Extract text\ntext = \"\"\nfor page in reader.pages:\n text += page.extract_text()\n\n\n## Python Libraries\n\n### pypdf - Basic Operations\n\n#### Merge PDFs\npython\nfrom pypdf import PdfWriter, PdfReader\n\nwriter = PdfWriter()\nfor pdf_file in [\"doc1.pdf\", \"doc2.pdf\", \"doc3.pdf\"]:\n reader = PdfReader(pdf_file)\n for page in reader.pages:\n writer.add_page(page)\n\nwith open(\"merged.pdf\", \"wb\") as output:\n writer.write(output)\n\n\n#### Split PDF\npython\nreader = PdfReader(\"input.pdf\")\nfor i, page in enumerate(reader.pages):\n writer = PdfWriter()\n writer.add_page(page)\n with open(f\"page_{i+1}.pdf\", \"wb\") as output:\n writer.write(output)\n\n\n#### Extract Metadata\npython\nreader = PdfReader(\"document.pdf\")\nmeta = reader.metadata\nprint(f\"Title: {meta.title}\")\nprint(f\"Author: {meta.author}\")\nprint(f\"Subject: {meta.subject}\")\nprint(f\"Creator: {meta.creator}\")\n\n\n#### Rotate Pages\npython\nreader = PdfReader(\"input.pdf\")\nwriter = PdfWriter()\n\npage = reader.pages[0]\npage.rotate(90) # Rotate 90 degrees clockwise\nwriter.add_page(page)\n\nwith open(\"rotated.pdf\", \"wb\") as output:\n writer.write(output)\n\n\n### pdfplumber - Text and Table Extraction\n\n#### Extract Text with Layout\n```python\nimport pdfplumber\n\nwith pdfplumber.open("document.pdf") as pdf:\n for page in pdf.pages:\n… 6,009 more characters in the raw trajectory.
19Skill1
Tool execution only — no assistant text
Skillpdf
Arguments
pdf
Output
Launching skill: pdf [metadata] success: true commandName: pdf
21Bash76k1
Tool execution only — no assistant text
Bashcd /tmp && python3 -c " from pypdf import PdfReader reader = PdfReader('/workspace/data/signed_vendor_offer_letters.pdf') print('Pages:', len(reader.pages)) for i, page in enumerate(reader.pages): print(f'--- PAGE {i+1} ---') print(page.extract_text()) " (+description)
Arguments
Extract text from signed vendor offer letters PDF
cd /tmp && python3 -c " from pypdf import PdfReader reader = PdfReader('/workspace/data/signed_vendor_offer_letters.pdf') print('Pages:', len(reader.pages)) for i, page in enumerate(reader.pages): print(f'--- PAGE {i+1} ---') print(page.extract_text()) "Output
Pages: 2 --- PAGE 1 --- Signed Vendor Offer Letters - Prepared Foods Q3 2026 Blue Mesa Market internal copy. These are the signed terms that supersede informal proposal notes. GreenFork Kitchen Signed June 5, 2026 by M. Patel, GreenFork Kitchen Term Signed language Covered items GGS-5MTC Hummus Veggie Wrap; GGS-3RZA Caprese Ciabatta Launch support $0.40 per scanned unit on GGS-3RZA receipts dated July 13-August 9, capped at 5,500 scanned units. Shrink credit 30% credit on documented waste units for covered GreenFork items only in stores receiving GreenFork delivery at least four days per week. Route limits Highway / Travel and Rural North are not approved for Caprese route expansion under this letter. Future expansion requires a new signed routing addendum. Service note GreenFork products carry a two-day code at store receipt. Urban Spoon Signed June 6, 2026 by T. Nguyen, Urban Spoon Term Signed language Covered items GGS-9PQL Southwest Chicken Bowl; GGS-6BGH Protein Snack Box Launch s
… 4,462 more characters of output in the raw trajectory.
22Bash1
Tool execution only — no assistant text
Bashcat /tmp/handoff_unpacked/word/document.xml | grep -o '<w:t[^>]*>[^<]*</w:t>' | sed -E 's/<w:t[^>]*>//; s/<\/w:t>//' (+description)
Arguments
Extract plain text from merchant handoff document.xml
cat /tmp/handoff_unpacked/word/document.xml | grep -o '<w:t[^>]*>[^<]*</w:t>' | sed -E 's/<w:t[^>]*>//; s/<\/w:t>//'
Output
Prepared Foods Reset Handoff Blue Mesa Market - Q3 2026 refrigerated grab-and-go case From: L. Moreno, Senior Merchant - Prepared Foods To: Category Planning / Space Planning Date: June 10, 2026 Context: The July reset has to protect lunch traffic while taking shrink dollars out of the case. The buyer proposal was assembled after vendor line reviews, but it has not been reconciled to current tray capacity, delivery cadence, or the signed trade terms. Stores are already flagging that the case is hard to recover after the noon rush, so the final call needs to be operationally boring even if the vendor story is exciting. Decision rules for this reset 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. Treat internal sales, waste, and inventory records as the demand signal. Supplier projections in the proposal are not an accepted demand source for this call. Signed of
… 5,624 more characters of output in the raw trajectory.
24Now I have all four source files digested. Let me run the quantitative analysis — per-cluster/item demand, waste, and a…108k
Now I have all four source files digested. Let me run the quantitative analysis — per-cluster/item demand, waste, and a tray-capacity reconciliation — before drafting the recommendation.
25Bash1
Tool execution only — no assistant text
Bashmkdir -p /workspace/output /tmp/analysis && cat > /tmp/analysis/build.py << 'PYEOF' import pandas as pd pd.set_option('display.width', 200) pd.set_option('display.max_columns', 20) waste = pd.read_csv('/workspace/data/weekly_pos_inventory_waste.csv') items = pd.read_csv('/workspace/data/item_master_unit_economics.csv') cap = pd.read_csv('/workspace/data/store_cluster_capacity.csv') prop = pd.read_csv('/workspace/data/buyer_reset_proposal.csv') # ---- 1. Per cluster-item demand/waste summary (8-week window) ---- g = waste.groupby(['cluster_code','sku','item','range_ty
Arguments
mkdir -p /workspace/output /tmp/analysis && cat > /tmp/analysis/build.py << 'PYEOF' import pandas as pd pd.set_option('display.width', 200) pd.set_option('display.max_columns', 20) waste = pd.read_csv('/workspace/data/weekly_pos_inventory_waste.csv') items = pd.read_csv('/workspace/data/item_master_unit_economics.csv') cap = pd.read_csv('/workspace/data/store_cluster_capacity.csv') prop = pd.read_csv('/workspace/data/buyer_reset_proposal.csv') # ---- 1. Per cluster-item demand/waste summary (8-week window) ---- g = waste.groupby(['cluster_code','sku','item','range_ty… 1,784 more characters of arguments in the raw trajectory.
Output
=== PER-CLUSTER ITEM PERFORMANCE (8-wk avg) === cluster_code cluster_name sku item range_type stores_ranged_avg per_store_wk_sales per_store_wk_waste waste_rate_pct oos_store_days_avg retail_price unit_cost gp_per_unit weekly_gp_per_store gp_per_tray_slot_per_store_wk CAM Campus / Hospital GGS-1KFV Egg Salad Croissant Current set 11.0 1.57 0.36 18.82 0.57 5.49 2.28 3.21 5.03 5.03 CAM Campus / Hospital GGS-2VWK Turkey Club Sandwich Current set 11.0 3.48 0.19 5.26 0.57 6.49 2.64 3.85 13.39 13.39 CAM Campus / Hospital GGS-3RZA Caprese Ciabatta Controlled pilot 5.0 3.30 0.22… 24,336 more characters of output in the raw trajectory.
27The pilot data confirms several hand calculations and sharpens others — notably GP-per-tray-slot flips the Commuter Capr…117k
The pilot data confirms several hand calculations and sharpens others — notably GP-per-tray-slot flips the Commuter Caprese decision even further, and exposes a consistent 0.5-slot capacity overage pattern. Let me build the full reconciliation (proposal vs. revised, capacity check, GP/waste impact) in code so every number in the deliverables is machine-checked.
28Bash1
Tool execution only — no assistant text
Bashcat > /tmp/analysis/reconcile.py << 'PYEOF' import pandas as pd items = pd.read_csv('/workspace/data/item_master_unit_economics.csv').set_index('sku') cap = pd.read_csv('/workspace/data/store_cluster_capacity.csv').set_index('cluster_code') prop = pd.read_csv('/workspace/data/buyer_reset_proposal.csv') perf = pd.read_csv('/tmp/analysis/demand_waste_summary.csv').set_index(['cluster_code','sku']) clusters = ['MET','COM','CAM','HWY','RUR'] skus = ['GGS-84QJ','GGS-2VWK','GGS-9PQL','GGS-5MTC','GGS-7DNL','GGS-1KFV','GGS-4HBP','GGS-3RZA','GGS-6BGH','GGS-8XUY'] # Proposal fa
Arguments
cat > /tmp/analysis/reconcile.py << 'PYEOF' import pandas as pd items = pd.read_csv('/workspace/data/item_master_unit_economics.csv').set_index('sku') cap = pd.read_csv('/workspace/data/store_cluster_capacity.csv').set_index('cluster_code') prop = pd.read_csv('/workspace/data/buyer_reset_proposal.csv') perf = pd.read_csv('/tmp/analysis/demand_waste_summary.csv').set_index(['cluster_code','sku']) clusters = ['MET','COM','CAM','HWY','RUR'] skus = ['GGS-84QJ','GGS-2VWK','GGS-9PQL','GGS-5MTC','GGS-7DNL','GGS-1KFV','GGS-4HBP','GGS-3RZA','GGS-6BGH','GGS-8XUY'] # Proposal fa… 5,856 more characters of arguments in the raw trajectory.
Output
Exit code 1 File "/tmp/analysis/reconcile.py", line 95 for label, fm in [('baseline',baseline_facings behaviorproposal:=None) if False else ('baseline',baseline_facings)]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ SyntaxError: invalid syntax. Perhaps you forgot a comma? [error] tool reported failure30Stray debug line from editing — let me remove it.118k
Stray debug line from editing — let me remove it.
31Bash1
Tool execution only — no assistant text
Bashcd /tmp/analysis && python3 - << 'EOF' import re with open('reconcile.py') as f: content = f.read() content = content.replace( """# sanity check: any (cluster,sku) with facings>0 but not in perf index? for label, fm in [('baseline',baseline_facings behaviorproposal:=None) if False else ('baseline',baseline_facings)]: pass for label, fm in [('baseline',baseline_facings), ('proposal', {(c,s):prop_facings.get((c,s),0) for c in clusters for s in skus}), ('revised', revised)]:""", """# sanity check: any (cluster,sku) with facings>0 but not in perf index? for l
Arguments
cd /tmp/analysis && python3 - << 'EOF' import re with open('reconcile.py') as f: content = f.read() content = content.replace( """# sanity check: any (cluster,sku) with facings>0 but not in perf index? for label, fm in [('baseline',baseline_facings behaviorproposal:=None) if False else ('baseline',baseline_facings)]: pass for label, fm in [('baseline',baseline_facings), ('proposal', {(c,s):prop_facings.get((c,s),0) for c in clusters for s in skus}), ('revised', revised)]:""", """# sanity check: any (cluster,sku) with facings>0 but not in perf index? for l… 341 more characters of arguments in the raw trajectory.
Output
fixed === CAPACITY CHECK: proposal vs revised (tray slots) === cluster proposal_slots revised_slots tray_slots_available deliveries_per_week store_count proposal_over_under revised_over_under CAM 10.5 9.0 10.0 5 11 -0.5 1.0 COM 10.5 9.0 10.0 4 26 -0.5 1.0 HWY 8.5 6.5 8.0 3 15 -0.5 1.5 MET 12.0 10.5 12.0 5 18 0.0 1.5 RUR 7.5 6.5 7.0 2 14 -0.5 0.5 MISSING PERF DATA for proposal HWY GGS-3RZA (facings=1) === GP & WASTE $ IMPACT: baseline vs proposal vs revised ===… 6,146 more characters of output in the raw trajectory.
33The numbers confirm a consistent pattern: the proposal overshoots tray capacity in 4 of 5 clusters by exactly 0.5 slots,…134k
The numbers confirm a consistent pattern: the proposal overshoots tray capacity in 4 of 5 clusters by exactly 0.5 slots, and — despite promising to cut shrink — would actually raise network waste cost by 9% over baseline. Let me generate the full reconciliation table with reasons/authority citations for every changed decision, which will drive both deliverables.
34Bash1
Tool execution only — no assistant text
Bashcat > /tmp/analysis/final_table.py << 'PYEOF' import pandas as pd items = pd.read_csv('/workspace/data/item_master_unit_economics.csv').set_index('sku') cap = pd.read_csv('/workspace/data/store_cluster_capacity.csv').set_index('cluster_code') prop = pd.read_csv('/workspace/data/buyer_reset_proposal.csv') perf = pd.read_csv('/tmp/analysis/demand_waste_summary.csv').set_index(['cluster_code','sku']) clusters = ['MET','COM','CAM','HWY','RUR'] cluster_names = cap['cluster_name'].to_dict() skus = ['GGS-84QJ','GGS-2VWK','GGS-9PQL','GGS-5MTC','GGS-7DNL','GGS-1KFV','GGS-4HBP','GG
Arguments
cat > /tmp/analysis/final_table.py << 'PYEOF' import pandas as pd items = pd.read_csv('/workspace/data/item_master_unit_economics.csv').set_index('sku') cap = pd.read_csv('/workspace/data/store_cluster_capacity.csv').set_index('cluster_code') prop = pd.read_csv('/workspace/data/buyer_reset_proposal.csv') perf = pd.read_csv('/tmp/analysis/demand_waste_summary.csv').set_index(['cluster_code','sku']) clusters = ['MET','COM','CAM','HWY','RUR'] cluster_names = cap['cluster_name'].to_dict() skus = ['GGS-84QJ','GGS-2VWK','GGS-9PQL','GGS-5MTC','GGS-7DNL','GGS-1KFV','GGS-4HBP','GG… 10,245 more characters of arguments in the raw trajectory.
Output
cluster_code sku item proposal_action proposal_facings revised_facings changed_vs_proposal decision_note MET GGS-84QJ Chicken Caesar Wrap Keep 2 2 No Unchanged — matches proposal MET GGS-2VWK Turkey Club Sandwich Keep 1 1 No Unchanged — matches proposal MET GGS-9PQL Southwest Chicken Bowl Keep 1 1 No Unchanged — matches proposal MET GGS-5MTC Hummus Veggie Wrap Remove 0 0 No Remove (swapped for Caprese) MET GGS-7DNL Cobb Salad Keep 1 1… 17,354 more characters of output in the raw trajectory.
36Now let me build the workbook. I'll check the xlsx skill guidance first, then construct the multi-tab file.138k
Now let me build the workbook. I'll check the xlsx skill guidance first, then construct the multi-tab file.
37user{"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.
38Skill1
Tool execution only — no assistant text
Skillxlsx
Arguments
xlsx
Output
Launching skill: xlsx [metadata] success: true commandName: xlsx
40Bash148k1
Tool execution only — no assistant text
Bashls /logs/agent/sessions/skills/xlsx/scripts/ 2>/dev/null; echo "---"; python3 -c "import openpyxl; print(openpyxl.__version__)" (+description)
Arguments
Check xlsx skill scripts available and openpyxl version
ls /logs/agent/sessions/skills/xlsx/scripts/ 2>/dev/null; echo "---"; python3 -c "import openpyxl; print(openpyxl.__version__)"
Output
office recalc.py --- 3.1.5 [stdout] office recalc.py --- 3.1.5 [metadata] noOutputExpected: false
42Bash156k1
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Bashcat > /tmp/analysis/build_workbook.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 from openpyxl.worksheet.table import Table, TableStyleInfo FONT = "Arial" NAVY = "1F3864" LTBLUE = "DDEBF7" LTGRAY = "F2F2F2" GOLD = "FFF2CC" RED_BAD = "C00000" GREEN_GOOD = "006100" GREEN_FILL = "C6EFCE" RED_FILL = "FFC7CE" hdr_font = Font(name=FONT, bold=True, color="FFFFFF", size=10) hdr_fill = PatternFill("solid", fgColor=NAV
Arguments
cat > /tmp/analysis/build_workbook.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 from openpyxl.worksheet.table import Table, TableStyleInfo FONT = "Arial" NAVY = "1F3864" LTBLUE = "DDEBF7" LTGRAY = "F2F2F2" GOLD = "FFF2CC" RED_BAD = "C00000" GREEN_GOOD = "006100" GREEN_FILL = "C6EFCE" RED_FILL = "FFC7CE" hdr_font = Font(name=FONT, bold=True, color="FFFFFF", size=10) hdr_fill = PatternFill("solid", fgColor=NAV… 7,598 more characters of arguments in the raw trajectory.
Output
Item last row: 14 Raw last row: 372 [stdout] Item last row: 14 Raw last row: 372 [metadata] noOutputExpected: false
44Bash160k1
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Bashcat > /tmp/analysis/build_workbook_part2.py << 'PYEOF' import pandas as pd from openpyxl import load_workbook from openpyxl.styles import Font, PatternFill, Alignment, Border, Side from openpyxl.utils import get_column_letter FONT = "Arial" NAVY = "1F3864" hdr_font = Font(name=FONT, bold=True, color="FFFFFF", size=10) hdr_fill = PatternFill("solid", fgColor=NAVY) title_font = Font(name=FONT, bold=True, size=14, color=NAVY) subtitle_font = Font(name=FONT, italic=True, size=9, color="595959") sect_font = Font(name=FONT, bold=True, size=11, color=NAVY) normal =
Arguments
cat > /tmp/analysis/build_workbook_part2.py << 'PYEOF' import pandas as pd from openpyxl import load_workbook from openpyxl.styles import Font, PatternFill, Alignment, Border, Side from openpyxl.utils import get_column_letter FONT = "Arial" NAVY = "1F3864" hdr_font = Font(name=FONT, bold=True, color="FFFFFF", size=10) hdr_fill = PatternFill("solid", fgColor=NAVY) title_font = Font(name=FONT, bold=True, size=14, color=NAVY) subtitle_font = Font(name=FONT, italic=True, size=9, color="595959") sect_font = Font(name=FONT, bold=True, size=11, color=NAVY) normal =… 4,238 more characters of arguments in the raw trajectory.
Output
Demand&Waste last row: 50 [stdout] Demand&Waste last row: 50 [metadata] noOutputExpected: false
46Bash166k1
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Bashcat > /tmp/analysis/build_workbook_part3.py << 'PYEOF' import pandas as pd from openpyxl import load_workbook from openpyxl.styles import Font, PatternFill, Alignment, Border, Side from openpyxl.utils import get_column_letter FONT = "Arial" NAVY = "1F3864" hdr_font = Font(name=FONT, bold=True, color="FFFFFF", size=10) hdr_fill = PatternFill("solid", fgColor=NAVY) title_font = Font(name=FONT, bold=True, size=14, color=NAVY) subtitle_font = Font(name=FONT, italic=True, size=9, color="595959") normal = Font(name=FONT, size=10) normal_wrap = Font(name=FONT, size
Arguments
cat > /tmp/analysis/build_workbook_part3.py << 'PYEOF' import pandas as pd from openpyxl import load_workbook from openpyxl.styles import Font, PatternFill, Alignment, Border, Side from openpyxl.utils import get_column_letter FONT = "Arial" NAVY = "1F3864" hdr_font = Font(name=FONT, bold=True, color="FFFFFF", size=10) hdr_fill = PatternFill("solid", fgColor=NAVY) title_font = Font(name=FONT, bold=True, size=14, color=NAVY) subtitle_font = Font(name=FONT, italic=True, size=9, color="595959") normal = Font(name=FONT, size=10) normal_wrap = Font(name=FONT, size… 6,917 more characters of arguments in the raw trajectory.
Output
Proposal Reconciliation last row: 54 [stdout] Proposal Reconciliation last row: 54 [metadata] noOutputExpected: false
48Bash174k1
Tool execution only — no assistant text
Bashcat > /tmp/analysis/build_workbook_part4.py << 'PYEOF' import pandas as pd from openpyxl import load_workbook from openpyxl.styles import Font, PatternFill, Alignment, Border, Side from openpyxl.utils import get_column_letter from openpyxl.formatting.rule import CellIsRule, FormulaRule FONT = "Arial" NAVY = "1F3864" hdr_font = Font(name=FONT, bold=True, color="FFFFFF", size=10) hdr_fill = PatternFill("solid", fgColor=NAVY) title_font = Font(name=FONT, bold=True, size=14, color=NAVY) subtitle_font = Font(name=FONT, italic=True, size=9, color="595959") sect_fo
Arguments
cat > /tmp/analysis/build_workbook_part4.py << 'PYEOF' import pandas as pd from openpyxl import load_workbook from openpyxl.styles import Font, PatternFill, Alignment, Border, Side from openpyxl.utils import get_column_letter from openpyxl.formatting.rule import CellIsRule, FormulaRule FONT = "Arial" NAVY = "1F3864" hdr_font = Font(name=FONT, bold=True, color="FFFFFF", size=10) hdr_fill = PatternFill("solid", fgColor=NAVY) title_font = Font(name=FONT, bold=True, size=14, color=NAVY) subtitle_font = Font(name=FONT, italic=True, size=9, color="595959") sect_fo… 11,422 more characters of arguments in the raw trajectory.
Output
Cluster Summary rows: 5 9 total row: 10 [stdout] Cluster Summary rows: 5 9 total row: 10 [metadata] noOutputExpected: false
50Bash176k1
Tool execution only — no assistant text
Bashcat > /tmp/analysis/build_workbook_part5.py << 'PYEOF' from openpyxl import load_workbook from openpyxl.styles import Font, PatternFill, Alignment, Border, Side from openpyxl.utils import get_column_letter FONT = "Arial" NAVY = "1F3864" hdr_font = Font(name=FONT, bold=True, color="FFFFFF", size=10) hdr_fill = PatternFill("solid", fgColor=NAVY) title_font = Font(name=FONT, bold=True, size=14, color=NAVY) subtitle_font = Font(name=FONT, italic=True, size=9, color="595959") normal = Font(name=FONT, size=10) normal_wrap = Font(name=FONT, size=9) bold_wrap = Font
Arguments
cat > /tmp/analysis/build_workbook_part5.py << 'PYEOF' from openpyxl import load_workbook from openpyxl.styles import Font, PatternFill, Alignment, Border, Side from openpyxl.utils import get_column_letter FONT = "Arial" NAVY = "1F3864" hdr_font = Font(name=FONT, bold=True, color="FFFFFF", size=10) hdr_fill = PatternFill("solid", fgColor=NAVY) title_font = Font(name=FONT, bold=True, size=14, color=NAVY) subtitle_font = Font(name=FONT, italic=True, size=9, color="595959") normal = Font(name=FONT, size=10) normal_wrap = Font(name=FONT, size=9) bold_wrap = Font… 5,043 more characters of arguments in the raw trajectory.
Output
done, sheets: ['Cluster Summary', 'Capacity Check', 'Proposal Reconciliation', 'Item Economics', 'Demand & Waste Detail', 'Signed Vendor Terms', 'Raw Data - POS Waste', 'Read Me'] [stdout] done, sheets: ['Cluster Summary', 'Capacity Check', 'Proposal Reconciliation', 'Item Economics', 'Demand & Waste Detail', 'Signed Vendor Terms', 'Raw Data - POS Waste', 'Read Me'] [metadata] noOutputExpected: false
51Now let's recalculate all formulas and check for errors.177k
Now let's recalculate all formulas and check for errors.
52Bash1
Tool execution only — no assistant text
Bashcd /workspace/output && python3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py reset_decision_workbook.xlsx 60 (+description)
Arguments
Recalculate workbook formulas and check for errors
cd /workspace/output && python3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py reset_decision_workbook.xlsx 60
Output
{ "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1873 } [stdout] { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1873 } [metadata] noOutputExpected: false54Zero formula errors across 1,873 formulas. Let me verify the computed values match my earlier analysis before moving to…177k
Zero formula errors across 1,873 formulas. Let me verify the computed values match my earlier analysis before moving to the memo.
55Bash1
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['Capacity Check'] print('=== CAPACITY CHECK ===') for r in range(4,10): print([ws.cell(row=r,column=c).value for c in range(1,13)]) ws = wb['Cluster Summary'] print() print('=== CLUSTER SUMMARY ===') for r in range(4,11): print([ws.cell(row=r,column=c).value for c in range(1,21)]) " (+description)
Arguments
Inspect recalculated Capacity Check and Cluster Summary values
python3 -c " from openpyxl import load_workbook wb = load_workbook('reset_decision_workbook.xlsx', data_only=True) ws = wb['Capacity Check'] print('=== CAPACITY CHECK ===') for r in range(4,10): print([ws.cell(row=r,column=c).value for c in range(1,13)]) ws = wb['Cluster Summary'] print() print('=== CLUSTER SUMMARY ===') for r in range(4,11): print([ws.cell(row=r,column=c).value for c in range(1,21)]) "Output
=== CAPACITY CHECK === ['Cluster', 'Cluster Name', 'Store Count', 'Deliveries/Wk', 'Tray Slots Available (live)', 'Extra Tray Project (not usable this reset)', 'Proposal Slots Required', 'Proposal Buffer (slots)', 'Proposal Fit?', 'Revised Slots Required', 'Revised Buffer (slots)', 'Revised Fit?'] ['MET', 'Metro Core', 18, 5, 12, 'Pending September lease-line change; not approved for July reset', 12, 0, 'Fits', 10.5, 1.5, 'Fits'] ['COM', 'Commuter Suburban', 26, 4, 10, 'No incremental tray capacity this reset', 10.5, -0.5, 'OVER CAPACITY', 9, 1, 'Fits'] ['CAM', 'Campus / Hospital', 11, 5, 10, 'No incremental tray capacity this reset', 10.5, -0.5, 'OVER CAPACITY', 9, 1, 'Fits'] ['HWY', 'Highway / Travel', 15, 3, 8, 'No incremental tray capacity this reset', 8.5, -0.5, 'OVER CAPACITY', 6.5, 1.5, 'Fits'] ['RUR', 'Rural North', 14, 2, 7, 'No incremental tray capacity this reset', 7.5, -0.5, 'OVER CAPACITY', 6.5, 0.5, 'Fits'] === CLUSTER SUMMARY === ['Cluster', 'Cluster Name', 'Store Count
… 5,032 more characters of output in the raw trajectory.
57Let me fill in a couple of missing network-level cells (weighted-average waste $/store and the remaining % deltas) in th…181k
Let me fill in a couple of missing network-level cells (weighted-average waste $/store and the remaining % deltas) in the total row for completeness, then re-verify.
58Bash1
Tool execution only — no assistant text
Bashcat > /tmp/analysis/patch_totals.py << 'PYEOF' from openpyxl import load_workbook wb = load_workbook('/workspace/output/reset_decision_workbook.xlsx') ws = wb['Cluster Summary'] cs_start, cs_end, r = 5, 9, 10 ws.cell(row=r, column=12, value=f'=SUMPRODUCT(L{cs_start}:L{cs_end},C{cs_start}:C{cs_end})/C{r}').number_format='$#,##0.00' ws.cell(row=r, column=13, value=f'=SUMPRODUCT(M{cs_start}:M{cs_end},C{cs_start}:C{cs_end})/C{r}').number_format='$#,##0.00' ws.cell(row=r, column=14, value=f'=SUMPRODUCT(N{cs_start}:N{cs_end},C{cs_start}:C{cs_end})/C{r}').number_format='$#,##0.00
Arguments
cat > /tmp/analysis/patch_totals.py << 'PYEOF' from openpyxl import load_workbook wb = load_workbook('/workspace/output/reset_decision_workbook.xlsx') ws = wb['Cluster Summary'] cs_start, cs_end, r = 5, 9, 10 ws.cell(row=r, column=12, value=f'=SUMPRODUCT(L{cs_start}:L{cs_end},C{cs_start}:C{cs_end})/C{r}').number_format='$#,##0.00' ws.cell(row=r, column=13, value=f'=SUMPRODUCT(M{cs_start}:M{cs_end},C{cs_start}:C{cs_end})/C{r}').number_format='$#,##0.00' ws.cell(row=r, column=14, value=f'=SUMPRODUCT(N{cs_start}:N{cs_end},C{cs_start}:C{cs_end})/C{r}').number_format='$#,##0.00… 955 more characters of arguments in the raw trajectory.
Output
{ "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1879 } [stdout] { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1879 } [metadata] noOutputExpected: false60Bash182k1
Tool execution only — no assistant text
Bashpython3 -c " from openpyxl import load_workbook wb = load_workbook('/workspace/output/reset_decision_workbook.xlsx', data_only=True) ws = wb['Cluster Summary'] r=10 vals = [ws.cell(row=r,column=c).value for c in range(1,21)] labels = [ws.cell(row=4,column=c).value for c in range(1,21)] for l,v in zip(labels,vals): print(f'{l}: {v}') "
Arguments
python3 -c " from openpyxl import load_workbook wb = load_workbook('/workspace/output/reset_decision_workbook.xlsx', data_only=True) ws = wb['Cluster Summary'] r=10 vals = [ws.cell(row=r,column=c).value for c in range(1,21)] labels = [ws.cell(row=4,column=c).value for c in range(1,21)] for l,v in zip(labels,vals): print(f'{l}: {v}') "Output
Cluster: None Cluster Name: NETWORK TOTAL (84 stores) Store Count: 84 Final SKU Count (revised): None Vegetarian Anchor (revised): None Tray Slots Used (revised): None Tray Slots Available: None Buffer (slots): None GP $/Store/Wk — Current: 72.348943452381 GP $/Store/Wk — Proposal: 85.701552827381 GP $/Store/Wk — Revised: 83.1476949404762 Waste $/Store/Wk — Current: 5.02510416666667 Waste $/Store/Wk — Proposal: 5.49553670634921 Waste $/Store/Wk — Revised: 4.22682886904762 Network GP $/Wk — Revised: 6984.406375 Network Waste $/Wk — Revised: 355.053625 GP % Chg Revised vs Current: 0.149259283865048 Waste % Chg Revised vs Current: -0.158857462679937 GP % Chg Revised vs Proposal: -0.0297994353970309 Waste % Chg Revised vs Proposal: -0.230861498174655 [stdout] Cluster: None Cluster Name: NETWORK TOTAL (84 stores) Store Count: 84 Final SKU Count (revised): None Vegetarian Anchor (revised): None Tray Slots Used (revised): None Tray Slots Available: None Buffer (slots): None GP $/Store/Wk — C
… 562 more characters of output in the raw trajectory.
62Let me lock down precise headline network dollar figures for the memo text (computed from the workbook's own values, not…189k
Let me lock down precise headline network dollar figures for the memo text (computed from the workbook's own values, not re-derived by hand).
63Bash1
Tool execution only — no assistant text
Bashpython3 -c " b_gp,p_gp,r_gp = 72.348943452381, 85.701552827381, 83.1476949404762 b_w,p_w,r_w = 5.02510416666667, 5.49553670634921, 4.22682886904762 n=84 print('Network GP/wk current : \${:,.0f}'.format(b_gp*n)) print('Network GP/wk proposal : \${:,.0f}'.format(p_gp*n)) print('Network GP/wk revised : \${:,.0f}'.format(r_gp*n)) print('revised vs current : {:+.1f}% ({:+,.0f}/wk)'.format((r_gp-b_gp)/b_gp*100, (r_gp-b_gp)*n)) print('revised vs proposal: {:+.1f}% ({:+,.0f}/wk)'.format((r_gp-p_gp)/p_gp*100, (r_gp-p_gp)*n)) print('pct of proposal upside captured:', roun
Arguments
python3 -c " b_gp,p_gp,r_gp = 72.348943452381, 85.701552827381, 83.1476949404762 b_w,p_w,r_w = 5.02510416666667, 5.49553670634921, 4.22682886904762 n=84 print('Network GP/wk current : \${:,.0f}'.format(b_gp*n)) print('Network GP/wk proposal : \${:,.0f}'.format(p_gp*n)) print('Network GP/wk revised : \${:,.0f}'.format(r_gp*n)) print('revised vs current : {:+.1f}% ({:+,.0f}/wk)'.format((r_gp-b_gp)/b_gp*100, (r_gp-b_gp)*n)) print('revised vs proposal: {:+.1f}% ({:+,.0f}/wk)'.format((r_gp-p_gp)/p_gp*100, (r_gp-p_gp)*n)) print('pct of proposal upside captured:', roun… 531 more characters of arguments in the raw trajectory.
Output
Network GP/wk current : $6,077 Network GP/wk proposal : $7,199 Network GP/wk revised : $6,984 revised vs current : +14.9% (+907/wk) revised vs proposal: -3.0% (-215/wk) pct of proposal upside captured: 80.9 % Network waste/wk current : $422 Network waste/wk proposal: $462 Network waste/wk revised : $355 revised vs current : -15.9% (-67/wk) revised vs proposal: -23.1% (-107/wk) proposal vs current (waste) : +9.4% (+40/wk) [stdout] Network GP/wk current : $6,077 Network GP/wk proposal : $7,199 Network GP/wk revised : $6,984 revised vs current : +14.9% (+907/wk) revised vs proposal: -3.0% (-215/wk) pct of proposal upside captured: 80.9 % Network waste/wk current : $422 Network waste/wk proposal: $462 Network waste/wk revised : $355 revised vs current : -15.9% (-67/wk) revised vs proposal: -23.1% (-107/wk) proposal vs current (waste) : +9.4% (+40/wk) [metadata] noOutputExpected: false
65Now I have all the precise figures. Let me build the memo with the docx library.195k
Now I have all the precise figures. Let me build the memo with the docx library.
66Bash1
Tool execution only — no assistant text
Bashnode -e "console.log(require('docx').Packer ? 'docx OK' : 'missing')" 2>&1 || npm install -g docx 2>&1 | tail -5 (+description)
Arguments
Verify docx npm package is available
node -e "console.log(require('docx').Packer ? 'docx OK' : 'missing')" 2>&1 || npm install -g docx 2>&1 | tail -5Output
/bin/bash: line 1: node: command not found /bin/bash: line 1: npm: command not found [stdout] /bin/bash: line 1: node: command not found /bin/bash: line 1: npm: command not found [metadata] noOutputExpected: false
68Bash195k1
Tool execution only — no assistant text
Bashwhich node nodejs npm 2>&1; ls /usr/local/bin/ 2>/dev/null | grep -i node; ls /usr/bin/ 2>/dev/null | grep -i node; find / -maxdepth 4 -iname "node" -type f 2>/dev/null; cat /etc/os-release 2>/dev/null | head -3 (+description)
Arguments
Search for node.js installation on the system
which node nodejs npm 2>&1; ls /usr/local/bin/ 2>/dev/null | grep -i node; ls /usr/bin/ 2>/dev/null | grep -i node; find / -maxdepth 4 -iname "node" -type f 2>/dev/null; cat /etc/os-release 2>/dev/null | head -3
Output
/proc/irq/0/node /proc/irq/1/node /proc/irq/2/node /proc/irq/3/node /proc/irq/4/node /proc/irq/5/node /proc/irq/6/node /proc/irq/7/node /proc/irq/8/node /proc/irq/9/node /proc/irq/10/node /proc/irq/11/node /proc/irq/12/node /proc/irq/13/node /proc/irq/14/node /proc/irq/15/node /proc/irq/24/node /proc/irq/25/node /proc/irq/26/node /proc/irq/27/node /proc/irq/28/node /proc/irq/29/node /proc/irq/30/node /proc/irq/31/node /proc/irq/32/node /proc/irq/33/node /proc/irq/34/node /proc/irq/35/node /proc/irq/36/node /proc/irq/37/node PRETTY_NAME="Debian GNU/Linux 13 (trixie)" NAME="Debian GNU/Linux" VERSION_ID="13" [stdout] /proc/irq/0/node /proc/irq/1/node /proc/irq/2/node /proc/irq/3/node /proc/irq/4/node /proc/irq/5/node /proc/irq/6/node /proc/irq/7/node /proc/irq/8/node /proc/irq/9/node /proc/irq/10/node /proc/irq/11/node /proc/irq/12/node /proc/irq/13/node /proc/irq/14/node /proc/irq/15/node /proc/irq/24/node /proc/irq/25/node /proc/irq/26/node /proc/irq/27/node /proc/irq/28/node /proc/irq
… 274 more characters of output in the raw trajectory.
70Bash196k1
Tool execution only — no assistant text
Bashpython3 -c "import docx; print('python-docx OK', docx.__file__)" 2>&1 echo "---apt check---" which apt apt-get 2>&1 echo "---network check---" timeout 5 curl -sI https://registry.npmjs.org 2>&1 | head -3 echo "---pip check for docx libs---" pip3 list 2>/dev/null | grep -i doc (+description)
Arguments
Check for python-docx, apt, and network availability as fallback options
python3 -c "import docx; print('python-docx OK', docx.__file__)" 2>&1 echo "---apt check---" which apt apt-get 2>&1 echo "---network check---" timeout 5 curl -sI https://registry.npmjs.org 2>&1 | head -3 echo "---pip check for docx libs---" pip3 list 2>/dev/null | grep -i docOutput
python-docx OK /usr/local/lib/python3.11/site-packages/docx/__init__.py ---apt check--- /usr/bin/apt /usr/bin/apt-get ---network check--- HTTP/2 200 date: Thu, 20 Aug 2026 07:35:22 GMT content-type: application/json ---pip check for docx libs--- python-docx 1.2.0 [stdout] python-docx OK /usr/local/lib/python3.11/site-packages/docx/__init__.py ---apt check--- /usr/bin/apt /usr/bin/apt-get ---network check--- HTTP/2 200 date: Thu, 20 Aug 2026 07:35:22 GMT content-type: application/json ---pip check for docx libs--- python-docx 1.2.0 [metadata] noOutputExpected: false
72Bash197k1
Tool execution only — no assistant text
Bashtimeout 60 apt-get install -y nodejs npm 2>&1 | tail -15 (+description)
Arguments
Attempt to install Node.js via apt
timeout 60 apt-get install -y nodejs npm 2>&1 | tail -15
Output
Exit code 143 Terminated [error] tool reported failure
74No node/npm available and apt install is too slow here — I'll build the memo with python-docx instead, which is already…199k
No node/npm available and apt install is too slow here — I'll build the memo with python-docx instead, which is already installed and fully capable of the formatting this needs.
75Bash1
Tool execution only — no assistant text
Bashmkdir -p /tmp/analysis && cat > /tmp/analysis/docx_helpers.py << 'PYEOF' from docx.oxml.ns import qn from docx.oxml import OxmlElement from docx.shared import Pt, RGBColor NAVY = RGBColor(0x1F, 0x38, 0x64) DKGRAY = RGBColor(0x40, 0x40, 0x40) RED = RGBColor(0xC0, 0x00, 0x00) GREEN = RGBColor(0x00, 0x61, 0x00) def set_cell_bg(cell, hex_color): shd = OxmlElement('w:shd') shd.set(qn('w:val'), 'clear') shd.set(qn('w:color'), 'auto') shd.set(qn('w:fill'), hex_color) cell._tc.get_or_add_tcPr().append(shd) def set_cell_borders(cell, color="BFBFBF",
Arguments
mkdir -p /tmp/analysis && cat > /tmp/analysis/docx_helpers.py << 'PYEOF' from docx.oxml.ns import qn from docx.oxml import OxmlElement from docx.shared import Pt, RGBColor NAVY = RGBColor(0x1F, 0x38, 0x64) DKGRAY = RGBColor(0x40, 0x40, 0x40) RED = RGBColor(0xC0, 0x00, 0x00) GREEN = RGBColor(0x00, 0x61, 0x00) def set_cell_bg(cell, hex_color): shd = OxmlElement('w:shd') shd.set(qn('w:val'), 'clear') shd.set(qn('w:color'), 'auto') shd.set(qn('w:fill'), hex_color) cell._tc.get_or_add_tcPr().append(shd) def set_cell_borders(cell, color="BFBFBF",… 1,966 more characters of arguments in the raw trajectory.
Output
helpers written [stdout] helpers written [metadata] noOutputExpected: false
77Write204k1
Tool execution only — no assistant text
Write/tmp/analysis/build_memo.py (+content)
Arguments
- file_path
/tmp/analysis/build_memo.py- content
import sys sys.path.insert(0, '/tmp/analysis') from docx_helpers import * from docx import Document from docx.shared import Pt, Inches, RGBColor from docx.enum.text import WD_ALIGN_PARAGRAPH from docx.enum.table import WD_TABLE_ALIGNMENT from docx.oxml.ns import qn from docx.oxml import OxmlElement doc = Document() # ---- Page setup & base style ---- section = doc.sections[0] section.page_height = Inches(11) section.page_width = Inches(8.5) section.top_margin = Inches(0.7) section.bottom_margin = Inches(0.7) section.left
… 10,138 more characters of arguments in the raw trajectory.
Output
File created successfully at: /tmp/analysis/build_memo.py (file state is current in your context — no need to Read it back) [metadata] type: create filePath: /tmp/analysis/build_memo.py content: | import sys sys.path.insert(0, '/tmp/analysis') from docx_helpers import * from docx import Document from docx.shared import Pt, Inches, RGBColor from docx.enum.text import WD_ALIGN_PARAGRAPH from docx.enum.table import WD_TABLE_ALIGNMENT from docx.oxml.ns import qn from docx.oxml import OxmlElement doc = Document() # ---- Page setup & base style ---- section = doc.sections[0] section.page_height = Inches(11) section.page_width = Inches(8.5) section.top_margin = Inches(0.7) section.bottom_margin = Inches(0.7) section.left_margin = Inches(0.8) section.right_margin = Inches(0.8) normal_style = doc.styles['Normal'] normal_style.font.name = "Arial" normal_style.font.size = Pt(10.5) normal_style.font.color.rgb = RGBColor(0x1A, 0x1A, 0x1A) rpr = normal_styl
… 9,962 more characters of output in the raw trajectory.
78Bash204k1
Tool execution only — no assistant text
Bashcd /tmp/analysis && python3 build_memo.py (+description)
Arguments
Run memo build script part 1
cd /tmp/analysis && python3 build_memo.py
Output
Part 1 saved. Paragraphs so far: 20 Shell cwd was reset to /workspace [stdout] Part 1 saved. Paragraphs so far: 20 [stderr] Shell cwd was reset to /workspace [metadata] noOutputExpected: false
80Edit212k1
Tool execution only — no assistant text
Edit/tmp/analysis/build_memo.py (+replace_all, old_string, new_string)
Arguments
- replace_all
false- file_path
/tmp/analysis/build_memo.py- old_string
doc.save('/workspace/output/grab_go_reset_memo.docx') print("Part 1 saved. Paragraphs so far:", len(doc.paragraphs))- new_string
# ================= SECTION 2 ================= add_h1("Revised cluster-level assortment", 2) add_table( headers=["Cluster", "Final line-up (item: facings)", "Vegetarian anchor", "Tray slots\n(used / available)"], rows=[ ["Metro Core\n(18 stores, 5 dlv/wk)", "Chicken Caesar Wrap (2); Turkey Club Sandwich (1); Southwest Chicken Bowl (1); Cobb Salad (1); "
… 8,484 more characters of arguments in the raw trajectory.
Output
The file /tmp/analysis/build_memo.py has been updated successfully. (file state is current in your context — no need to Read it back) [metadata] filePath: /tmp/analysis/build_memo.py oldString: | doc.save('/workspace/output/grab_go_reset_memo.docx') print("Part 1 saved. Paragraphs so far:", len(doc.paragraphs)) newString: | # ================= SECTION 2 ================= add_h1("Revised cluster-level assortment", 2) add_table( headers=["Cluster", "Final line-up (item: facings)", "Vegetarian anchor", "Tray slots\n(used / available)"], rows=[ ["Metro Core\n(18 stores, 5 dlv/wk)", "Chicken Caesar Wrap (2); Turkey Club Sandwich (1); Southwest Chicken Bowl (1); Cobb Salad (1); " "Caprese Ciabatta (1); Protein Snack Box (2); Spicy Tuna Sushi Roll (1 — route M-11 stores only)", "Caprese Ciabatta", "10.5 / 12.0"], ["Commuter Suburban\n(26 stores, 4 dlv/wk)", "Chicken Caesar Wrap (1); Turkey Club Sandwich (2); Southwest Chicken… 17,733 more characters of output in the raw trajectory.
81Bash213k1
Tool execution only — no assistant text
Bashcd /tmp/analysis && python3 build_memo.py (+description)
Arguments
Run full memo build script
cd /tmp/analysis && python3 build_memo.py
Output
Full memo saved. Paragraphs: 46 Tables: 4 Shell cwd was reset to /workspace [stdout] Full memo saved. Paragraphs: 46 Tables: 4 [stderr] Shell cwd was reset to /workspace [metadata] noOutputExpected: false
83Bash213k1
Tool execution only — no assistant text
Bashpython3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx 2>&1 (+description)
Arguments
Validate the generated docx file structure
python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx 2>&1
Output
Exit code 1 FAILED - Found NEW validation errors: word/document.xml: 3 new error(s) - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}pBdr': This element is not expected. Expected is one of ( {http://schemas.openxmlformats.org/wordprocessingml/2006/main}ind, {http://schemas.openxmlformats.org/wordprocessingml/20... - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}tcBorders': This element is not expected. Expected is one of ( {http://schemas.openxmlformats.org/wordprocessingml/2006/main}noWrap, {http://schemas.openxmlformats.org/wordprocess... - 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… 156 more characters of output in the raw trajectory.
85Bash218k1
Tool execution only — no assistant text
Bashcd /tmp && python3 -c " from docx import Document d = Document() d.add_paragraph('test') d.save('/tmp/blank_test.docx') " python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /tmp/blank_test.docx 2>&1 (+description)
Arguments
Check if zoom-percent error is inherent to python-docx blank template
cd /tmp && python3 -c " from docx import Document d = Document() d.add_paragraph('test') d.save('/tmp/blank_test.docx') " python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /tmp/blank_test.docx 2>&1Output
Exit code 1 FAILED - Found NEW validation errors: word/settings.xml: 1 new error(s) - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}zoom': The attribute '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}percent' is required but missing. Paragraphs: 0 → 1 (+1) [error] tool reported failure87Bash219k1
Tool execution only — no assistant text
Bashcd /tmp && python3 -c " from docx import Document from docx.oxml.ns import qn d = Document() zoom = d.settings.element.find(qn('w:zoom')) print('found:', zoom, zoom.attrib if zoom is not None else None) zoom.set(qn('w:percent'), '100') d.add_paragraph('test') d.save('/tmp/blank_test2.docx') " python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /tmp/blank_test2.docx 2>&1 (+description)
Arguments
Test fixing the zoom percent attribute via python-docx settings element
cd /tmp && python3 -c " from docx import Document from docx.oxml.ns import qn d = Document() zoom = d.settings.element.find(qn('w:zoom')) print('found:', zoom, zoom.attrib if zoom is not None else None) zoom.set(qn('w:percent'), '100') d.add_paragraph('test') d.save('/tmp/blank_test2.docx') " python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /tmp/blank_test2.docx 2>&1Output
found: <Element {http://schemas.openxmlformats.org/wordprocessingml/2006/main}zoom at 0x7ed5e50068c0> {'{http://schemas.openxmlformats.org/wordprocessingml/2006/main}val': 'bestFit'} Paragraphs: 0 → 1 (+1) All validations PASSED! Shell cwd was reset to /workspace [stdout] found: <Element {http://schemas.openxmlformats.org/wordprocessingml/2006/main}zoom at 0x7ed5e50068c0> {'{http://schemas.openxmlformats.org/wordprocessingml/2006/main}val': 'bestFit'} Paragraphs: 0 → 1 (+1) All validations PASSED! [stderr] Shell cwd was reset to /workspace [metadata] noOutputExpected: false89Edit221k1
Tool execution only — no assistant text
Edit/tmp/analysis/docx_helpers.py (+replace_all, old_string)
Arguments
- replace_all
false- file_path
/tmp/analysis/docx_helpers.py- old_string
def set_cell_bg(cell, hex_color): shd = OxmlElement('w:shd') shd.set(qn('w:val'), 'clear') shd.set(qn('w:color'), 'auto') shd.set(qn('w:fill'), hex_color) cell._tc.get_or_add_tcPr().append(shd) def set_cell_borders(cell, color="BFBFBF", sz="4"): tcPr = cell._tc.get_or_add_tcPr() borders = OxmlElement('w:tcBorders') for edge in ('top','left','bottom','right'): el = OxmlElement(f'w:{edge}') el.set(qn('w:val'), 'single') el.set(qn('w:sz'), sz)
… 2,162 more characters of arguments in the raw trajectory.
Output
The file /tmp/analysis/docx_helpers.py has been updated successfully. (file state is current in your context — no need to Read it back) [metadata] filePath: /tmp/analysis/docx_helpers.py oldString: | def set_cell_bg(cell, hex_color): shd = OxmlElement('w:shd') shd.set(qn('w:val'), 'clear') shd.set(qn('w:color'), 'auto') shd.set(qn('w:fill'), hex_color) cell._tc.get_or_add_tcPr().append(shd) def set_cell_borders(cell, color="BFBFBF", sz="4"): tcPr = cell._tc.get_or_add_tcPr() borders = OxmlElement('w:tcBorders') for edge in ('top','left','bottom','right'): el = OxmlElement(f'w:{edge}') el.set(qn('w:val'), 'single') el.set(qn('w:sz'), sz) el.set(qn('w:space'), '0') el.set(qn('w:color'), color) borders.append(el) tcPr.append(borders) def set_cell_margins(cell, top=60, bottom=60, left=100, right=100): tcPr = cell._tc.get_or_add_tcPr() mar = OxmlElement('w:tcMar')… 6,088 more characters of output in the raw trajectory.
91Edit222k1
Tool execution only — no assistant text
Edit/tmp/analysis/docx_helpers.py (+replace_all, old_string)
Arguments
- replace_all
false- file_path
/tmp/analysis/docx_helpers.py- old_string
def set_col_widths(table, widths_in_inches): from docx.shared import Inches table.autofit = False for row in table.rows: for idx, w in enumerate(widths_in_inches): row.cells[idx].width = Inches(w) for idx, w in enumerate(widths_in_inches): table.columns[idx].width = Inches(w) def add_hr(paragraph, color="1F3864", sz="12"): p = paragraph._p pPr = p.get_or_add_pPr() pBdr = OxmlElement('w:pBdr') bottom = OxmlElement('w:bottom') bottom.se
… 1,360 more characters of arguments in the raw trajectory.
Output
The file /tmp/analysis/docx_helpers.py has been updated successfully. (file state is current in your context — no need to Read it back) [metadata] filePath: /tmp/analysis/docx_helpers.py oldString: | def set_col_widths(table, widths_in_inches): from docx.shared import Inches table.autofit = False for row in table.rows: for idx, w in enumerate(widths_in_inches): row.cells[idx].width = Inches(w) for idx, w in enumerate(widths_in_inches): table.columns[idx].width = Inches(w) def add_hr(paragraph, color="1F3864", sz="12"): p = paragraph._p pPr = p.get_or_add_pPr() pBdr = OxmlElement('w:pBdr') bottom = OxmlElement('w:bottom') bottom.set(qn('w:val'), 'single') bottom.set(qn('w:sz'), sz) bottom.set(qn('w:space'), '1') bottom.set(qn('w:color'), color) pBdr.append(bottom) pPr.append(pBdr) newString: | def set_col_widths(table, widths_in_inches): from docx.shared import Inc… 5,308 more characters of output in the raw trajectory.
92Now let me add the zoom fix to the memo build script and re-run.223k
Now let me add the zoom fix to the memo build script and re-run.
93Edit1
Tool execution only — no assistant text
Edit/tmp/analysis/build_memo.py (+replace_all, old_string, new_string)
Arguments
- replace_all
false- file_path
/tmp/analysis/build_memo.py- old_string
doc.save('/workspace/output/grab_go_reset_memo.docx') print("Full memo saved. Paragraphs:", len(doc.paragraphs), "Tables:", len(doc.tables))- new_string
zoom = doc.settings.element.find(qn('w:zoom')) if zoom is not None: zoom.set(qn('w:percent'), '100') doc.save('/workspace/output/grab_go_reset_memo.docx') print("Full memo saved. Paragraphs:", len(doc.paragraphs), "Tables:", len(doc.tables))
Output
The file /tmp/analysis/build_memo.py has been updated successfully. (file state is current in your context — no need to Read it back) [metadata] filePath: /tmp/analysis/build_memo.py oldString: | doc.save('/workspace/output/grab_go_reset_memo.docx') print("Full memo saved. Paragraphs:", len(doc.paragraphs), "Tables:", len(doc.tables)) newString: | zoom = doc.settings.element.find(qn('w:zoom')) if zoom is not None: zoom.set(qn('w:percent'), '100') doc.save('/workspace/output/grab_go_reset_memo.docx') print("Full memo saved. Paragraphs:", len(doc.paragraphs), "Tables:", len(doc.tables)) originalFile: null structuredPatch: - oldStart: 324 oldLines: 5 newStart: 324 newLines: 9 lines: - "accompanying workbook, reset_decision_workbook.xlsx.", space_after=2 - ) - - +zoom = doc.settings.element.find(qn('w:zoom')) - +if zoom is not None: - + zoom.set(qn('w:percent'), '100') - + - doc.save('/workspace/output/grab_go_reset_memo.… 150 more characters of output in the raw trajectory.
94Bash223k1
Tool execution only — no assistant text
Bashcd /tmp/analysis && python3 build_memo.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx 2>&1 (+description)
Arguments
Rebuild memo with fixes and validate
cd /tmp/analysis && python3 build_memo.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx 2>&1
Output
Exit code 1 Full memo saved. Paragraphs: 46 Tables: 4 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 → 163 (+163) [error] tool reported failure96Bash224k1
Tool execution only — no assistant text
Bashcd /tmp && rm -rf memo_unpacked && python3 /logs/agent/sessions/skills/docx/scripts/office/unpack.py /workspace/output/grab_go_reset_memo.docx memo_unpacked/ 2>&1 | tail -5 grep -n "w:left" memo_unpacked/word/document.xml | head -20 (+description)
Arguments
Unpack memo and inspect w:left element context
cd /tmp && rm -rf memo_unpacked && python3 /logs/agent/sessions/skills/docx/scripts/office/unpack.py /workspace/output/grab_go_reset_memo.docx memo_unpacked/ 2>&1 | tail -5 grep -n "w:left" memo_unpacked/word/document.xml | head -20
Output
Unpacked /workspace/output/grab_go_reset_memo.docx (16 XML files), simplified 0 tracked changes, merged 0 runs 49: <w:left w:w="0" w:type="dxa"/> 71: <w:left w:w="0" w:type="dxa"/> 95: <w:left w:w="0" w:type="dxa"/> 117: <w:left w:w="0" w:type="dxa"/> 141: <w:left w:w="0" w:type="dxa"/> 163: <w:left w:w="0" w:type="dxa"/> 187: <w:left w:w="0" w:type="dxa"/> 209: <w:left w:w="0" w:type="dxa"/> 506: <w:left w:val="single" w:sz="4" w:space="0" w:color="BFBFBF"/> 514: <w:left w:w="100" w:type="dxa"/> 539: <w:left w:val="single" w:sz="4" w:space="0" w:color="BFBFBF"/> 547: <w:left w:w="100" w:type="dxa"/> 572: <w:left w:val="single" w:sz="4" w:space="0" w:color="BFBFBF"/> 580: <w:left w:w="100" w:type="dxa"/> 605: <w:left w:val="single" w:sz="4" w:space="0" w:color="BFBFBF"/> 613: <w:le
… 1,710 more characters of output in the raw trajectory.
98Read225k1
Tool execution only — no assistant text
Read/tmp/memo_unpacked/word/document.xml (+offset, limit)
Arguments
- file_path
/tmp/memo_unpacked/word/document.xml- offset
30- limit
30
Output
30 </w:p> 31 <w:tbl> 32 <w:tblPr> 33 <w:tblW w:type="auto" w:w="0"/> 34 <w:jc w:val="left"/> 35 <w:tblLayout w:type="fixed"/> 36 <w:tblLook w:firstColumn="1" w:firstRow="1" w:lastColumn="0" w:lastRow="0" w:noHBand="0" w:noVBand="1" w:val="04A0"/> 37 </w:tblPr> 38 <w:tblGrid> 39 <w:gridCol w:w="1008"/> 40 <w:gridCol w:w="9072"/> 41 </w:tblGrid> 42 <w:tr> 43 <w:tc> 44 <w:tcPr> 45 <w:tcW w:type="dxa" w:w="1008"/> 46 <w:tcMar> 47 <w:top w:w="20" w:type="dxa"/> 48 <w:bottom w:w="20" w:type="dxa"/> 49 <w:left w:w="0" w:type="dxa"/> 50 <w:right w:w="100" w:type="dxa"/> 51 </w:tcMar> 52 </w:tcPr> 53 <w:p> 54 <w:r/> 55 <w:r> 56 <w:rPr> 57 <w:rFonts w:ascii="Arial" w:hAnsi="Arial"/> 58 <w:b/> 59 <w:
… 1,180 more characters of output in the raw trajectory.
100Found it — my tcMar children were added in the wrong order (top, bottom, left, right instead of top, left, bottom, right…227k
Found it — my
tcMarchildren were added in the wrong order (top, bottom, left, right instead of top, left, bottom, right). Fixing:101Edit1
Tool execution only — no assistant text
Edit/tmp/analysis/docx_helpers.py (+replace_all, old_string, new_string)
Arguments
- replace_all
false- file_path
/tmp/analysis/docx_helpers.py- old_string
mar = OxmlElement('w:tcMar') for edge, val in (('top',top),('bottom',bottom),('left',left),('right',right)):- new_string
mar = OxmlElement('w:tcMar') for edge, val in (('top',top),('left',left),('bottom',bottom),('right',right)):
Output
The file /tmp/analysis/docx_helpers.py has been updated successfully. (file state is current in your context — no need to Read it back) [metadata] filePath: /tmp/analysis/docx_helpers.py oldString: | mar = OxmlElement('w:tcMar') for edge, val in (('top',top),('bottom',bottom),('left',left),('right',right)): newString: | mar = OxmlElement('w:tcMar') for edge, val in (('top',top),('left',left),('bottom',bottom),('right',right)): originalFile: | from docx.oxml.ns import qn from docx.oxml import OxmlElement from docx.shared import Pt, RGBColor NAVY = RGBColor(0x1F, 0x38, 0x64) DKGRAY = RGBColor(0x40, 0x40, 0x40) RED = RGBColor(0xC0, 0x00, 0x00) GREEN = RGBColor(0x00, 0x61, 0x00) TCPR_ORDER = ['cnfStyle','tcW','gridSpan','hMerge','vMerge','tcBorders','shd','noWrap', 'tcMar','textDirection','tcFitText','vAlign','hideMark','headers'] def fix_tcpr_order(cell): tcPr = cell._tc.get_or_add_tcPr() order_index = {qn(f'w:{tag}'):… 3,510 more characters of output in the raw trajectory.
102Bash227k1
Tool execution only — no assistant text
Bashcd /tmp/analysis && python3 build_memo.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx 2>&1 (+description)
Arguments
Rebuild memo and validate again
cd /tmp/analysis && python3 build_memo.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/grab_go_reset_memo.docx 2>&1
Output
Full memo saved. Paragraphs: 46 Tables: 4 Paragraphs: 0 → 163 (+163) All validations PASSED! Shell cwd was reset to /workspace [stdout] Full memo saved. Paragraphs: 46 Tables: 4 Paragraphs: 0 → 163 (+163) All validations PASSED! [stderr] Shell cwd was reset to /workspace [metadata] noOutputExpected: false
103All validations pass. Let me now visually inspect the rendered pages to confirm formatting looks right.227k
All validations pass. Let me now visually inspect the rendered pages to confirm formatting looks right.
104Bash1
Tool execution only — no assistant text
Bashcd /tmp && rm -f memo_preview*.pdf memo_preview*.jpg python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf --outdir /tmp /workspace/output/grab_go_reset_memo.docx 2>&1 | tail -5 pdftoppm -jpeg -r 100 /tmp/grab_go_reset_memo.pdf /tmp/memo_preview ls /tmp/memo_preview*.jpg (+description)
Arguments
Convert memo to PDF and render page images for visual review
cd /tmp && rm -f memo_preview*.pdf memo_preview*.jpg python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf --outdir /tmp /workspace/output/grab_go_reset_memo.docx 2>&1 | tail -5 pdftoppm -jpeg -r 100 /tmp/grab_go_reset_memo.pdf /tmp/memo_preview ls /tmp/memo_preview*.jpg
Output
Warning: failed to launch javaldx - java may not function correctly convert /workspace/output/grab_go_reset_memo.docx as a Writer document -> /tmp/grab_go_reset_memo.pdf using filter : writer_pdf_Export /tmp/memo_preview-1.jpg /tmp/memo_preview-2.jpg /tmp/memo_preview-3.jpg /tmp/memo_preview-4.jpg /tmp/memo_preview-5.jpg Shell cwd was reset to /workspace [stdout] Warning: failed to launch javaldx - java may not function correctly convert /workspace/output/grab_go_reset_memo.docx as a Writer document -> /tmp/grab_go_reset_memo.pdf using filter : writer_pdf_Export /tmp/memo_preview-1.jpg /tmp/memo_preview-2.jpg /tmp/memo_preview-3.jpg /tmp/memo_preview-4.jpg /tmp/memo_preview-5.jpg [stderr] Shell cwd was reset to /workspace [metadata] noOutputExpected: false
1055 pages, appropriate for the content. Let me view all of them.228k
5 pages, appropriate for the content. Let me view all of them.
106Read1
Tool execution only — no assistant text
Read/tmp/memo_preview-1.jpg
Arguments
/tmp/memo_preview-1.jpg
Output
type: image source: type: base64 data: 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
… 461,293 more characters of output in the raw trajectory.
107Read1
Tool execution only — no assistant text
Read/tmp/memo_preview-2.jpg
Arguments
/tmp/memo_preview-2.jpg
Output
type: image source: type: base64 data: 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
… 501,773 more characters of output in the raw trajectory.
108Read1
Tool execution only — no assistant text
Read/tmp/memo_preview-3.jpg
Arguments
/tmp/memo_preview-3.jpg
Output
type: image source: type: base64 data: 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
… 445,821 more characters of output in the raw trajectory.
109This looks clean and professional. Let me check the remaining pages.232k
This looks clean and professional. Let me check the remaining pages.
110Read1
Tool execution only — no assistant text
Read/tmp/memo_preview-4.jpg
Arguments
/tmp/memo_preview-4.jpg
Output
type: image source: type: base64 data: 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
… 371,837 more characters of output in the raw trajectory.
111Read1
Tool execution only — no assistant text
Read/tmp/memo_preview-5.jpg
Arguments
/tmp/memo_preview-5.jpg
Output
type: image source: type: base64 data: 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
… 238,588 more characters of output in the raw trajectory.
113Let me visually spot-check the workbook's key tabs for formatting quality.235k
Let me visually spot-check the workbook's key tabs for formatting quality.
114Bash1
Tool execution only — no assistant text
Bashcd /tmp && rm -f wb_preview*.pdf wb_preview*.jpg timeout 90 python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf --outdir /tmp /workspace/output/reset_decision_workbook.xlsx 2>&1 | tail -5 pdfinfo /tmp/reset_decision_workbook.pdf 2>/dev/null | grep Pages pdftoppm -jpeg -r 100 -f 1 -l 6 /tmp/reset_decision_workbook.pdf /tmp/wb_preview ls /tmp/wb_preview*.jpg (+description)
Arguments
Convert workbook to PDF and render first pages for visual review
cd /tmp && rm -f wb_preview*.pdf wb_preview*.jpg timeout 90 python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf --outdir /tmp /workspace/output/reset_decision_workbook.xlsx 2>&1 | tail -5 pdfinfo /tmp/reset_decision_workbook.pdf 2>/dev/null | grep Pages pdftoppm -jpeg -r 100 -f 1 -l 6 /tmp/reset_decision_workbook.pdf /tmp/wb_preview ls /tmp/wb_preview*.jpg
Output
Warning: failed to launch javaldx - java may not function correctly convert /workspace/output/reset_decision_workbook.xlsx as a Calc document -> /tmp/reset_decision_workbook.pdf using filter : calc_pdf_Export Pages: 69 /tmp/wb_preview-01.jpg /tmp/wb_preview-02.jpg /tmp/wb_preview-03.jpg /tmp/wb_preview-04.jpg /tmp/wb_preview-05.jpg /tmp/wb_preview-06.jpg Shell cwd was reset to /workspace [stdout] Warning: failed to launch javaldx - java may not function correctly convert /workspace/output/reset_decision_workbook.xlsx as a Calc document -> /tmp/reset_decision_workbook.pdf using filter : calc_pdf_Export Pages: 69 /tmp/wb_preview-01.jpg /tmp/wb_preview-02.jpg /tmp/wb_preview-03.jpg /tmp/wb_preview-04.jpg /tmp/wb_preview-05.jpg /tmp/wb_preview-06.jpg [stderr] Shell cwd was reset to /workspace [metadata] noOutputExpected: false
116Read236k1
Tool execution only — no assistant text
Read/tmp/wb_preview-01.jpg
Arguments
/tmp/wb_preview-01.jpg
Output
type: image source: type: base64 data: 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
… 160,580 more characters of output in the raw trajectory.
117Read1
Tool execution only — no assistant text
Read/tmp/wb_preview-03.jpg
Arguments
/tmp/wb_preview-03.jpg
Output
type: image source: type: base64 data: 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
… 129,892 more characters of output in the raw trajectory.
118Read1
Tool execution only — no assistant text
Read/tmp/wb_preview-02.jpg
Arguments
/tmp/wb_preview-02.jpg
Output
type: image source: type: base64 data: 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
… 121,372 more characters of output in the raw trajectory.
120The data itself is correct, but wide sheets don't fit print width nicely. Let me add print setup (landscape, fit-to-widt…241k
The data itself is correct, but wide sheets don't fit print width nicely. Let me add print setup (landscape, fit-to-width, repeating headers) for a more polished result if opened or printed.
121Bash1
Tool execution only — no assistant text
Bashcat > /tmp/analysis/patch_print_setup.py << 'PYEOF' from openpyxl import load_workbook from openpyxl.worksheet.page import PageMargins wb = load_workbook('/workspace/output/reset_decision_workbook.xlsx') configs = { "Cluster Summary": (4, "landscape"), "Capacity Check": (4, "landscape"), "Proposal Reconciliation": (4, "landscape"), "Item Economics": (4, "landscape"), "Demand & Waste Detail": (4, "landscape"), "Signed Vendor Terms": (4, "landscape"), } for name, (hdr_row, orient) in configs.items(): ws = wb[name]
Arguments
cat > /tmp/analysis/patch_print_setup.py << 'PYEOF' from openpyxl import load_workbook from openpyxl.worksheet.page import PageMargins wb = load_workbook('/workspace/output/reset_decision_workbook.xlsx') configs = { "Cluster Summary": (4, "landscape"), "Capacity Check": (4, "landscape"), "Proposal Reconciliation": (4, "landscape"), "Item Economics": (4, "landscape"), "Demand & Waste Detail": (4, "landscape"), "Signed Vendor Terms": (4, "landscape"), } for name, (hdr_row, orient) in configs.items(): ws = wb[name]… 953 more characters of arguments in the raw trajectory.
Output
print setup patched { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1879 } [stdout] print setup patched { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 1879 } [metadata] noOutputExpected: false123Bash242k1
Tool execution only — no assistant text
Bashcd /tmp && rm -f wb2_preview*.pdf wb2_preview*.jpg timeout 90 python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf --outdir /tmp /workspace/output/reset_decision_workbook.xlsx 2>&1 | tail -3 mv /tmp/reset_decision_workbook.pdf /tmp/wb2.pdf 2>/dev/null pdfinfo /tmp/wb2.pdf 2>/dev/null | grep Pages pdftoppm -jpeg -r 100 -f 1 -l 3 /tmp/wb2.pdf /tmp/wb2_preview (+description)
Arguments
Re-render workbook PDF with new print setup for visual check
cd /tmp && rm -f wb2_preview*.pdf wb2_preview*.jpg timeout 90 python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf --outdir /tmp /workspace/output/reset_decision_workbook.xlsx 2>&1 | tail -3 mv /tmp/reset_decision_workbook.pdf /tmp/wb2.pdf 2>/dev/null pdfinfo /tmp/wb2.pdf 2>/dev/null | grep Pages pdftoppm -jpeg -r 100 -f 1 -l 3 /tmp/wb2.pdf /tmp/wb2_preview
Output
Warning: failed to launch javaldx - java may not function correctly convert /workspace/output/reset_decision_workbook.xlsx as a Calc document -> /tmp/reset_decision_workbook.pdf using filter : calc_pdf_Export Overwriting: /tmp/reset_decision_workbook.pdf Pages: 15 Shell cwd was reset to /workspace [stdout] Warning: failed to launch javaldx - java may not function correctly convert /workspace/output/reset_decision_workbook.xlsx as a Calc document -> /tmp/reset_decision_workbook.pdf using filter : calc_pdf_Export Overwriting: /tmp/reset_decision_workbook.pdf Pages: 15 [stderr] Shell cwd was reset to /workspace [metadata] noOutputExpected: false
125Read242k1
Tool execution only — no assistant text
Read/tmp/wb2_preview-1.jpg
Arguments
/tmp/wb2_preview-1.jpg
Output
File does not exist. Note: your current working directory is /workspace. [error] tool reported failure
126Read1
Tool execution only — no assistant text
Read/tmp/wb2_preview-2.jpg
Arguments
/tmp/wb2_preview-2.jpg
Output
File does not exist. Note: your current working directory is /workspace. [error] tool reported failure
128Bash243k1
Tool execution only — no assistant text
Bashls /tmp/wb2_preview*.jpg (+description)
Arguments
List rendered preview images with full paths
ls /tmp/wb2_preview*.jpg
Output
/tmp/wb2_preview-01.jpg /tmp/wb2_preview-02.jpg /tmp/wb2_preview-03.jpg [stdout] /tmp/wb2_preview-01.jpg /tmp/wb2_preview-02.jpg /tmp/wb2_preview-03.jpg [metadata] noOutputExpected: false
129Read243k1
Tool execution only — no assistant text
Read/tmp/wb2_preview-01.jpg
Arguments
/tmp/wb2_preview-01.jpg
Output
type: image source: type: base64 data: 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
… 136,476 more characters of output in the raw trajectory.
130Read1
Tool execution only — no assistant text
Read/tmp/wb2_preview-02.jpg
Arguments
/tmp/wb2_preview-02.jpg
Output
type: image source: type: base64 data: 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
… 158,276 more characters of output in the raw trajectory.
132Bash246k1
Tool execution only — no assistant text
Bashpdftoppm -jpeg -r 100 -f 3 -l 5 /tmp/wb2.pdf /tmp/wb2b_preview ls /tmp/wb2b_preview*.jpg (+description)
Arguments
Render pages 3-5 (Proposal Reconciliation) for review
pdftoppm -jpeg -r 100 -f 3 -l 5 /tmp/wb2.pdf /tmp/wb2b_preview ls /tmp/wb2b_preview*.jpg
Output
/tmp/wb2b_preview-03.jpg /tmp/wb2b_preview-04.jpg /tmp/wb2b_preview-05.jpg [stdout] /tmp/wb2b_preview-03.jpg /tmp/wb2b_preview-04.jpg /tmp/wb2b_preview-05.jpg [metadata] noOutputExpected: false
133Read246k1
Tool execution only — no assistant text
Read/tmp/wb2b_preview-03.jpg
Arguments
/tmp/wb2b_preview-03.jpg
Output
type: image source: type: base64 data: 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
… 346,709 more characters of output in the raw trajectory.
134Read1
Tool execution only — no assistant text
Read/tmp/wb2b_preview-04.jpg
Arguments
/tmp/wb2b_preview-04.jpg
Output
type: image source: type: base64 data: 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
… 174,900 more characters of output in the raw trajectory.
136Bash249k1
Tool execution only — no assistant text
Bashpdftoppm -jpeg -r 100 -f 6 -l 8 /tmp/wb2.pdf /tmp/wb2c_preview ls /tmp/wb2c_preview*.jpg (+description)
Arguments
Render remaining sheets for review
pdftoppm -jpeg -r 100 -f 6 -l 8 /tmp/wb2.pdf /tmp/wb2c_preview ls /tmp/wb2c_preview*.jpg
Output
/tmp/wb2c_preview-06.jpg /tmp/wb2c_preview-07.jpg /tmp/wb2c_preview-08.jpg [stdout] /tmp/wb2c_preview-06.jpg /tmp/wb2c_preview-07.jpg /tmp/wb2c_preview-08.jpg [metadata] noOutputExpected: false
137Read249k1
Tool execution only — no assistant text
Read/tmp/wb2c_preview-06.jpg
Arguments
/tmp/wb2c_preview-06.jpg
Output
type: image source: type: base64 data: 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
… 215,676 more characters of output in the raw trajectory.
138Read1
Tool execution only — no assistant text
Read/tmp/wb2c_preview-07.jpg
Arguments
/tmp/wb2c_preview-07.jpg
Output
type: image source: type: base64 data: 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
… 469,941 more characters of output in the raw trajectory.
140Bash252k1
Tool execution only — no assistant text
Bashls -la /workspace/output/ (+description)
Arguments
Confirm final deliverables are in place
ls -la /workspace/output/
Output
total 120 drwxr-xr-x 2 root root 4096 Aug 20 07:43 . drwxr-xr-x 1 root root 4096 Aug 20 07:22 .. -rw-r--r-- 1 root root 43755 Aug 20 07:42 grab_go_reset_memo.docx -rw-r--r-- 1 root root 68458 Aug 20 07:43 reset_decision_workbook.xlsx [stdout] total 120 drwxr-xr-x 2 root root 4096 Aug 20 07:43 . drwxr-xr-x 1 root root 4096 Aug 20 07:22 .. -rw-r--r-- 1 root root 43755 Aug 20 07:42 grab_go_reset_memo.docx -rw-r--r-- 1 root root 68458 Aug 20 07:43 reset_decision_workbook.xlsx [metadata] noOutputExpected: false
141Both deliverables are complete in /workspace/output/. grab_go_reset_memo.docx — merchant-facing memo: bottom line, the 5…253k
Both deliverables are complete in
/workspace/output/.grab_go_reset_memo.docx— merchant-facing memo: bottom line, the 5 highest-risk parts of the proposal, revised cluster-level assortment, supporting economics, capacity reconciliation, and pre-launch action items.reset_decision_workbook.xlsx— 8-tab supporting workbook (Cluster Summary, Capacity Check, Proposal Reconciliation, Item Economics, Demand & Waste Detail, Signed Vendor Terms, Raw Data, Read Me), fully formula-driven off the source data (1,879 formulas, zero errors).Key findings, working strictly from the four source files:
- The proposal doesn't fit the live case. 4 of 5 clusters run 0.5 tray slots over capacity; Metro Core has zero slack. The revised plan fits everywhere with buffer to spare.
- It conflicts with signed vendor terms three times: Caprese Ciabatta is proposed for Highway/Travel, but GreenFork's letter blocks that route; Spicy Tuna Sushi Roll is proposed for Commuter/Campus, but Sakura's letter covers only Metro Core route M-11; Turkey Cranberry Sandwich is kept in Highway/Travel, but EatWell's letter cuts off billbacks after Jan 31 and it's a winter item.
- It would leave two clusters with zero vegetarian option (Highway/Travel, Rural North) once Hummus is pulled everywhere and Caprese can't legally route there — a direct violation of the handoff's mandatory rule. Fixed by reinstating Hummus in both.
- Net effect: revised plan delivers +14.9% network GP over current ($6,077→$6,984/week) while cutting network waste 15.9% ($422→$355/week) — the buyer's proposal as submitted would have increased waste 9.4%, the opposite of the reset's purpose.
One implementation note: Node.js wasn't available in this environment for the docx skill's usual JS path, so I built the memo with python-docx instead, fixing a couple of OOXML element-ordering issues along the way and confirming the file passes full schema validation.
5 failure modes across 8 verifier failures
1Allocation or Selection Plan IncorrectView on Failure Modes ↗Reasoning and Computation2 failures
Description
After eligibility is established, does the artifact assign a scarce resource, facing, shelf position, assortment item, or appointment slot to the wrong recipient or produce the wrong required final set?
Failure evidence · per affected verifier
The memo's cluster-level final facings and slot totals consistently differ from the required exact values for Metro, Highway, and Rural North.
The workbook's final facing counts for Chicken Caesar Wrap, Southwest Chicken Bowl, and the other graded SKUs consistently differ from the required per-cluster values.
2Quantity, Cost, Capacity, or Rate Calculation WrongView on Failure Modes ↗Reasoning and Computation2 failures
Description
With the correct source rows and eligibility decisions available, is a required order quantity, excess, cost, credit, capacity, production-mix value, threshold flag, or weighted rate calculated incorrectly?
Failure evidence · per affected verifier
The memo correctly argues for leaving some capacity open rather than force-filling weak items, but the specific Highway and Rural North open-slot numbers do not match the required 7.5/8.0 and 6.0/7.0 values.
The workbook correctly shows live capacity and the buyer-proposal overages, but the final reconciled tray-slot totals per cluster do not match the required final values.
3Required Rationale or Authority Statement OmittedView on Failure Modes ↗Presentation and Communication2 failures
Description
Is the underlying decision correct or substantially present, but the memo fails to state a required rule hierarchy, source-governance principle, item-specific reason, signed-term basis, or operating condition?
Failure evidence · per affected verifier
The memo protects Chicken Caesar Wrap and gives Protein Snack Box launch space but never states the full required rationale together: OOS pressure for Caesar, and pilot performance, low waste, code date, and scan credit for Protein Snack Box.
The memo applies signed vendor terms and internal data correctly in specific decisions but never states the explicit trust-hierarchy principle that internal sales, waste, and inventory records govern demand over supplier or buyer claims.
4Eligibility or Controlling Rule Applied IncorrectlyView on Failure Modes ↗Reasoning and Computation1 failure
Description
Does the artifact keep an option eligible, exclude a required option, or elevate an advisory rule contrary to a documented origin, certification, source-status, schedule, route, seasonality, hold, lock, or authority rule?
Failure evidence · per affected verifier
Caprese Ciabatta and Hummus Veggie Wrap end up eligible or ineligible in the wrong clusters relative to the MET/CAM-only Caprese rule and the COM/CAM/HWY/RUR Hummus-retention rule.
5Required Evidence Fields or Rows OmittedView on Failure Modes ↗Deliverable Completion and Structure1 failure
Description
Is the decision generally present, but the required exact identifiers, comparison rows, operational columns, governing terms, before-and-after values, or validation fields needed to verify it are absent?
Failure evidence · per affected verifier
The workbook lacks the row-level economics fields the rubric requires, such as scan credit dollars, margin, out-of-stock rate, or net contribution.