task_116Retail trade
All trialsGPT-5.6 TerracodexTrial 04
Trial reward
GPT-5.6 TerraFail
Trial 04 — 1st of 4 by reward score. This model averages 59.2% across 4 trials on this task.
- 10/15Core verifiers passed
- 12/18All verifiers passed
- 5Core failed
- 46Turns
- 35Tool calls
- $1.39Cost
- 21.6mTime
- 60kOutput tokens
Missed 5 of 15 core — traffic_profit, execution and core_final_facings and 2 more, plus 1 secondary.
core (15)
sushi_routeLLMPass
Why it mattersSushi is the most tempting vendor-led trap because supplier notes conflict with signed launch terms.
How to passChecks whether the memo makes the correct route-limited sushi recommendation.
Reads
capacityLLMPass
Why it mattersA professional reset recommendation must catch the specific physical overfills before Space Planning releases the case set.
How to passChecks whether the memo identifies the exact buyer-proposal capacity conflicts by cluster and amount.
Reads
vegetarian_roleLLMPass
Why it mattersRetail food-to-go resets must protect mission coverage while avoiding a poor substitute.
How to passChecks whether the memo protects credible vegetarian coverage with the correct item logic.
Reads
seasonalLLMPass
Why it mattersKeeping or ambiguously deferring an unsupported winter perishable in July would create avoidable shrink and execution confusion.
How to passChecks whether the memo makes a concrete all-cluster zero-facing decision for the winter seasonal SKU.
Reads
traffic_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 does protect Chicken Caesar for lunch traffic and cites OOS pressure ('Shift Commuter’s duplicate facing from Turkey Club to the more OOS-prone Chicken Caesar'), and it gives Protein Snack Box launch space in all clusters with signed scan support. However, it does not explicitly identify Protein Snack Box as a priority because of strong pilot performance and low waste; it only notes a five-day code date and calls it a 'cleaner incremental choice,' so not all rubric criteria are satisfied.
trust_hierarchyLLMPass
Why it mattersThe task's central trap is that supplier projections and proposal comments conflict with the authoritative demand and vendor-term sources.
How to passChecks whether the memo substantively applies the source hierarchy instead of merely naming it.
Reads
scope_controlLLMPass
Why it mattersThe first four weeks must be executable using only the already available items, case capacity, and signed operating terms.
How to passChecks whether the memo avoids invented SKUs, capacity, delivery days, credits, and route assumptions.
Reads
executionLLMFail
Why it mattersThe senior merchant needs a first-four-week reset decision that Space Planning and field operations can execute without interpreting generic advice.
How to passChecks whether the memo provides an executable revised cluster-level assortment with slot totals.
Reads
Failure mode Allocation or Selection Plan Incorrect
Why it failedThe memo's cluster-level final facings and slot totals consistently differ from the required exact values for Metro, Highway, and Rural North.
Justification
The memo does provide a cluster-level final assortment table, but it does not match the rubric’s required final outcomes: its final slot totals are Metro 10.5 max (not 12.0), Commuter 9.0 (not 10.0), Campus 9.0 (not 10.0), Highway 6.5 (not 7.5), and Rural 5.0 (not 6.0). It also makes Sushi Metro M-11-only rather than a full Metro Core allocation, and Campus shows Caprese 1 with no Hummus 1. Because the required cluster-specific totals/allocations 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 facing plan does not meet the required exact facings. In the Final Assortment/Proposal Reconciliation, Chicken Caesar Wrap is 1 in Highway / Travel and 1 in Rural North (expected 2 in both), Turkey Club Sandwich is 1 in Commuter Suburban (expected 2), and Southwest Chicken Bowl is 1 in Metro Core (expected 2). That is 4 material mismatches, and Chicken Caesar is reduced below 2 in multiple clusters, so the rubric fails.
capacityLLMFail
Why it mattersA capacity-constrained reset must prove both that the original proposal was corrected and that the final plan fits live case capacity.
How to passChecks whether the workbook numerically reconciles proposal capacity conflicts and final capacity compliance.
Reads
Failure mode Quantity, Cost, Capacity, or Rate Calculation Wrong
Why it failedThe workbook correctly shows live capacity and the buyer-proposal overages, but the final reconciled tray-slot totals per cluster do not match the required final values.
Justification
The workbook does include a numeric capacity reconciliation table ("Capacity Check") with live capacity, buyer proposal slots, proposal gap/status, and final slots/status, and it separately shows the proposal over-capacity conflicts as COM 10.5 vs 10.0, CAM 10.5 vs 10.0, HWY 8.5 vs 8.0, and RUR 7.5 vs 7.0. However, the final tray-slot uses do not match the required values: it shows MET 10.5, COM 9.0, CAM 9.0, HWY 6.5, and RUR 5.0 instead of 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 is only added in MET and CAM and not in COM/HWY/RUR, but the workbook does not retain Hummus in Campus / Hospital. In Final Assortment, CAM lists Caprese as the vegetarian option with no Hummus, and Proposal Reconciliation for CAM GGS-5MTC shows Final Action 'Remove' and Final Carry 'No'.
vendor_termsLLMPass
Why it mattersVendor-term accuracy is essential because unsupported credits or route eligibility would make the reset economics and execution plan unusable.
How to passChecks whether the workbook applies each signed vendor term with exact item, cluster, and credit constraints.
Reads
calculationsLLMPass
Why it mattersA supporting workbook must let reviewers verify margin, shrink, credit, OOS, and capacity logic instead of trusting unexplained conclusions.
How to passChecks whether the workbook includes auditable numeric economics and calculation evidence behind the decisions.
Reads
secondary (3)
capacity_disciplineLLMFail
Why it mattersPerishable reset discipline means avoiding shrink even when that leaves small amounts of capacity unused.
How to passChecks whether the memo accepts specific underfilled capacity rather than force-filling weak perishables.
Reads
Failure mode Quantity, Cost, Capacity, or Rate Calculation Wrong
Why it failedThe memo correctly argues for leaving some capacity open rather than force-filling weak items, but the specific Highway and Rural North open-slot numbers do not match the required 7.5/8.0 and 6.0/7.0 values.
Justification
The memo does endorse leaving space open (e.g., “Spare is deliberate, not an invitation to add filler,” “Do not refill the resulting slots”) and rejects weak/unsupported items in Highway/Rural, but it does not satisfy the required numeric condition: it lists Highway at 6.5/8.0 with 1.5 spare and Rural at 5.0/7.0 with 2.0 spare, not Highway 7.5/8.0 with 0.5 open and Rural 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
DECISION MEMO
July Refrigerated Grab-and-Go Reset — First Four Weeks
To
From
Date
Decision
L. Moreno, Senior Merchant — Prepared Foods
Category Planning
June 2026
Approve a changed reset; do not release the buyer proposal unchanged.
Recommendation
Release the revised first-four-week set below to Space Planning and field operations. It keeps the core lunch winners, launches only items supported by internal performance and signed delivery terms, clears every live-case capacity constraint, and leaves unused slots open where a filler would add shrink or complexity.
Decision lens
Recommendation
Capacity
Correct four 0.5-slot proposal overages. Final planograms fit every cluster with full facings only; 7.0 tray slots are intentionally left open across the five cluster planograms.
Lunch traffic
Protect Chicken Caesar, Turkey Club, Southwest Bowl, Cobb where it earns its tray, and Protein Snack Box. Shift Commuter’s duplicate facing from Turkey Club to the more OOS-prone Chicken Caesar.
New launches
Caprese: Metro and Campus only. Protein Snack Box: all clusters, two facings in Metro/Commuter/Campus and one in Highway/Rural. Sushi: one facing in signed Metro M-11 stores only.
Shrink / execution
Remove Egg Salad and Turkey Cranberry everywhere; remove Southwest Bowl in Rural. Do not use unsold capacity for seasonal or low-repeat items.
Highest-risk proposal calls and resolution
Sushi: change the Metro proposal from two facings across the cluster to one facing in signed M-11 stores only. The signed letter limits daily delivery and the 50% waste credit to M-11; Campus and Commuter pilots do not create a launch commitment. Metro internal pilot performance was 3.15 sales/store/week with 10.6% waste, so two facings are not justified.
Caprese: accept in Metro and Campus, but reject in Commuter, Highway, and Rural. Commuter’s Caprese pilot delivered 1.83 sales/store/week and 16.4% waste versus Hummus at 2.18 and 8.7%. Highway and Rural Caprese expansion is not signed.
Legacy / seasonal: remove Egg Salad and Turkey Cranberry in every cluster. Egg Salad runs at 18.8%–24.3% waste and cannot be the sole vegetarian answer. Turkey Cranberry is a winter feature, has 20.9%–22.8% waste, and carries no post-January billback protection.
Rural: reject the proposed Southwest Bowl keep and reduce Protein Snack Box from two facings to one. Southwest Bowl is 1.38 sales/store/week with 19.3% waste and consumes 1.5 slots; the five-day Protein Snack Box is the cleaner incremental choice.
Revised cluster-level assortment
All facing counts are full facings. Southwest Bowl and Cobb Salad each consume 1.5 tray slots per facing; all other carried items consume one slot. “Spare” is deliberate, not an invitation to add filler.
Cluster
Final first-four-week assortment
Slots / Capacity
Operating note
MET
Chicken Caesar 2; Turkey Club 1; Southwest Bowl 1; Cobb 1; Caprese 1; Protein Snack Box 2; Sushi 1 in M-11 only.
10.5 / 12.0 in M-11; 9.0 / 12.0 outside M-11
Caprese is the vegetarian option. Space Planning must issue a non-M-11 planogram without Sushi.
COM
Chicken Caesar 2; Turkey Club 1; Southwest Bowl 1; Hummus 1; Cobb 1; Protein Snack Box 2.
9.0 / 10.0
Keep Hummus over Caprese; no Sushi.
CAM
Chicken Caesar 2; Turkey Club 1; Southwest Bowl 1; Cobb 1; Caprese 1; Protein Snack Box 2.
9.0 / 10.0
Caprese is the vegetarian option; no Sushi despite pilot samples.
HWY
Chicken Caesar 1; Turkey Club 2; Southwest Bowl 1; Hummus 1; Protein Snack Box 1.
6.5 / 8.0
Hummus is a one-facing vegetarian exception; it has no signed shrink credit at three delivery days.
RUR
Chicken Caesar 1; Turkey Club 2; Hummus 1; Protein Snack Box 1.
5.0 / 7.0
Leave 2.0 slots open. Hummus is the single vegetarian exception at two delivery days.
Capacity reconciliation
Cluster
Buyer slots
Live capacity
Buyer gap
Final slots
Final spare
Metro Core
12.0
12.0
Fits
10.5 max
1.5
Commuter Suburban
10.5
10.0
0.5 over
9.0
1.0
Campus / Hospital
10.5
10.0
0.5 over
9.0
1.0
Highway / Travel
8.5
8.0
0.5 over
6.5
1.5
Rural North
7.5
7.0
0.5 over
5.0
2.0
Total
49.0
47.0
2.0 over
40.0
7.0
The buyer proposal exactly fills Metro only because it assigns two Sushi facings across the entire cluster. That scope is not signed. The recommended 10.5-slot maximum applies only to M-11; Metro stores outside the signed route run at 9.0 slots.
Supporting economics
The run-rate view uses internal eight-week sales and waste records, scales observed per-store performance to final range stores for four weeks, and does not use supplier projections or assumed facing uplift. Net gross profit values waste at unit cost, adds signed scan support, and applies signed documented-waste credit at cost basis. Sushi is excluded from the scaled total because the M-11 store count is not provided in the materials.
Four-week internal-run-rate proxy
Value
Interpretation
Scaled net sales
$45,430
Final carried assortment excluding Sushi’s unknown M-11 store count.
Scaled waste
416.1 units
Observed internal waste rate normalized to final full-cluster store counts.
Signed shrink credits
$46
GreenFork credits only where the 4+ delivery rule is satisfied.
Signed scan support
$574
$149 Caprese plus $425 Protein Snack Box; both stay below signed caps.
Net gross profit
$25,675
56.5% of scaled net sales after sold COGS, shrink, signed credit, and scan support.
Launch support and execution controls
Item
Projected eligible scans
Signed cap
Decision control
Caprese Ciabatta
373.2
5,500
Use only Metro and Campus in the July 13–August 9 signed support window; document waste for credit.
Protein Snack Box
1,214.2
8,000
Use across all five clusters in first six Q3 reset weeks; no shrink credit is assumed.
Spicy Tuna Sushi
Not scaled
N/A
Route M-11 store count was not provided. Release only after Space Planning maps the signed M-11 list; receive daily and do not hold over.
Release conditions for Space Planning and field operations
Build two Metro planograms: M-11 with one Sushi facing and Metro outside M-11 without Sushi. Do not expand Sushi to Campus or Commuter based on pilot samples.
Do not add Caprese in Highway or Rural. The signed GreenFork letter prohibits route expansion there; do not substitute Hummus removal with Egg Salad.
Keep Hummus to one full facing in Highway and Rural and use documented weekly waste review. This is the least-risky way to meet the vegetarian requirement with the available signed network; it does not qualify for GreenFork shrink credit below four delivery days.
Remove Turkey Cranberry, Egg Salad, Rural Southwest Bowl, Highway Cobb, and Rural Cobb. Do not refill the resulting slots with partial facings or a winter carryover.
Detailed item decisions, all internal performance calculations, proposal reconciliation, signed-term traceability, and per-cluster capacity math are in the accompanying reset decision workbook.
Sources: Merchant Handoff (June 10, 2026); weekly POS/inventory/waste records (eight weeks, April 6–May 25); item master; cluster capacity; buyer proposal; signed vendor offer letters dated May 30–June 7, 2026.
Executive Summary
| Blue Mesa Market | Refrigerated Grab-and-Go July Reset Decision | |||||
|---|---|---|---|---|---|
| Recommendation: approve a changed four-week reset, not the buyer proposal as submitted. Protect core lunch winners, carry only signed-route launches, retain one credible vegetarian lunch option in every cluster, and leave nonproductive capacity open. | |||||
| Decision at a glance | |||||
| Metric | Value | Meaning | |||
| Proposal rows accepted | 35 | Rows carried exactly as proposed. | |||
| Proposal rows changed | 5 | Facing or scope changed, while retaining the underlying intent where justified. | |||
| Proposal rows rejected | 10 | Proposal call overturned by authoritative rules, internal demand, or signed terms. | |||
| Clusters over capacity in proposal | 4 | COM, CAM, HWY, and RUR are each 0.5 slots over before correction. | |||
| Final spare tray slots | 7 | Spare slots are intentional; no partial facings or assumed extra capacity. | |||
| First-four-week run-rate economics (internal demand proxy; Sushi excluded from scaled totals because M-11 store count is not provided) | |||||
| Metric | Value | Method / Caveat | |||
| Scaled sales units | 6640.35 | Observed internal sales/store/week × full cluster stores × four weeks. | |||
| Scaled net sales | 45430.2665 | No supplier projection or assumed facing uplift. | |||
| Scaled waste units | 416.075 | Observed internal waste/store/week × full cluster stores × four weeks. | |||
| Signed shrink credits | 46.4745 | Cost-basis translation of signed documented-waste credits. | |||
| Signed scan support | 574.2325 | Caprese and Protein projected scans remain below signed caps. | |||
| Net gross profit | 25674.563 | Net sales less sold COGS and shrink, plus signed support/credit. | |||
| Net gross profit % | 0.56514224938566 | Net GP ÷ scaled net sales. | |||
| Signed launch support cap check | |||||
| Support | Projected Eligible Scans | Signed Cap | Cap Status | Planning Value | Scope / Evidence |
| Caprese Ciabatta | 373.2 | 5500 | Within cap | 149.28 | MET and CAM only; $0.40/scan Jul. 13-Aug. 9. |
| Protein Snack Box | 1214.15 | 8000 | Within cap | 424.9525 | All five clusters; $0.35/scan in first six Q3 reset weeks. |
| Release controls | |||||
| 1. Issue two Metro planograms: M-11 stores receive one Sushi facing; all other Metro stores do not receive Sushi. Do not rely on a route expansion or an inferred M-11 store count. | |||||
| 2. Launch Caprese only in Metro and Campus. Keep Hummus in Commuter, Highway, and Rural so each cluster retains a credible vegetarian lunch option. | |||||
| 3. Remove Turkey Cranberry everywhere; the winter item has weak current economics and signed terms provide no post-January billback protection. | |||||
| 4. Remove Egg Salad everywhere, including Rural. It is high-shrink/low-repeat and is not an acceptable stand-alone vegetarian solution. | |||||
| 5. Leave approved spare slots open in Highway and Rural. Do not solve capacity with partial facings, extra trays, added vendor stops, or unapproved route changes. | |||||
| Sources: Merchant Handoff (June 10, 2026); weekly POS/inventory/waste (Apr. 6-May 25, 2026); item master; cluster capacity; buyer proposal (June 12, 2026); signed vendor offer letters (May 30-June 7, 2026). |
Proposal Reconciliation
| Proposal Reconciliation — First Four Weeks | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Decision authority: merchant handoff controls business rules; internal POS/waste/inventory controls demand; signed offer letters control credits, routes, and launch support. Blue text = source inputs or planning decisions; green = cross-sheet link; black = local calculation. | |||||||||||||||||||
| Proposal Date | Cluster | Cluster Name | SKU | Item | Buyer Action | Buyer Facings | Tray Slots / Facing | Buyer Slots | Final Action | Final Facings | Final Slots | Decision | Resolution / Business Rationale | Internal 8-Week Evidence | Signed Terms / Route | First Four Weeks Execution Instruction | Diet Flag | Final Carry? | Delivery Days / Week |
| 46185 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Keep | 2 | 1 | 2 | Carry | 2 | 2 | Accept | Retain two full facings: the strongest base lunch rate in Metro with controlled waste. | 5.50 sales/store/wk; 4.9% waste; 0.25 OOS store-days/store/wk. | EatWell existing route; three-day code. | Keep two full facings; no added tray or delivery assumption. | Meat | Yes | 5 |
| 46185 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Keep | 1 | 1 | 1 | Carry | 1 | 1 | Accept | Retain one familiar sandwich facing; profitable and low waste. | 3.09 sales/store/wk; 3.9% waste. | EatWell existing route; three-day code. | Keep one full facing. | Meat | Yes | 5 |
| 46185 | MET | Metro Core | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | 1.5 | 1.5 | Carry | 1 | 1.5 | Accept | Retain the bowl meal: robust Metro velocity supports its 1.5-slot tray. | 4.51 sales/store/wk; 6.6% waste. | Urban Spoon serves all clusters on current cadence; three-day code. | Keep one full facing (1.5 slots). | Meat | Yes | 5 |
| 46185 | MET | Metro Core | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | 1 | 0 | Remove | 0 | 0 | Accept | Use Caprese as the Metro vegetarian trade-up; do not duplicate two GreenFork vegetarian wraps. | Hummus: 1.96 sales/store/wk; 7.8% waste. Caprese pilot: 3.17 sales/store/wk; 8.4% waste. | If carried, GreenFork credit would apply at five delivery days; Caprese has signed launch support. | Remove at reset; Caprese remains the credible vegetarian lunch option. | Vegetarian | No | 5 |
| 46185 | MET | Metro Core | GGS-7DNL | Cobb Salad | Keep | 1 | 1.5 | 1.5 | Carry | 1 | 1.5 | Accept | Retain one Cobb tray: solid observed margin and manageable shrink. | 3.02 sales/store/wk; 7.4% waste. | No signed vendor exception supplied. | Keep one full facing (1.5 slots). | Meat | Yes | 5 |
| 46185 | MET | Metro Core | GGS-1KFV | Egg Salad Croissant | Remove | 0 | 1 | 0 | Remove | 0 | 0 | Accept | Remove the legacy sandwich; it cannot be the vegetarian answer and is shrink-heavy. | 1.29 sales/store/wk; 20.9% waste. | No signed vendor exception supplied. | Remove; no substitute or partial facing added. | Egg vegetarian | No | 5 |
| 46185 | MET | Metro Core | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | 1 | 0 | Remove | 0 | 0 | Accept | Remove the winter seasonal sandwich from the July set. | 0.80 sales/store/wk; 22.3% waste. | EatWell: winter feature; returns/billbacks after Jan. 31 are not authorized. | Remove from reset. | Meat | No | 5 |
| 46185 | MET | Metro Core | GGS-3RZA | Caprese Ciabatta | Add | 1 | 1 | 1 | Carry | 1 | 1 | Accept | Accept one Caprese facing as the premium vegetarian trade-up. | Pilot: 3.17 sales/store/wk; 8.4% waste versus Hummus 1.96 / 7.8%. | Five deliveries/wk qualifies for 30% documented-waste credit; $0.40/scan Jul. 13-Aug. 9, cap 5,500. | Launch one full facing in dated support window; document waste. | Vegetarian | Yes | 5 |
| 46185 | MET | Metro Core | GGS-6BGH | Protein Snack Box | Add | 2 | 1 | 2 | Carry | 2 | 2 | Accept | Accept two facings: strong pilot velocity, very low waste, and five-day code. | 4.14 sales/store/wk; 2.6% waste; 0.28 OOS store-days/store/wk. | Urban Spoon serves all clusters; $0.35/scan first six Q3 reset weeks, cap 8,000; no shrink credit. | Launch two full facings; scan allowance cap does not bind in the modeled four weeks. | Mixed protein | Yes | 5 |
| 46185 | MET | Metro Core | GGS-8XUY | Spicy Tuna Sushi Roll | Add | 2 | 1.5 | 3 | Carry | 1 | 1.5 | Change | Reduce from two facings and limit launch to the signed Metro M-11 route only. | Metro pilot: 3.15 sales/store/wk; 10.6% waste. Do not use supplier traffic projection. | Daily fresh route and 50% documented-waste credit apply only to listed M-11 stores through Aug. 16; one-day code. | Space Planning must issue M-11-only planogram: one full facing, daily receive, no holdover; do not flow elsewhere. | Fish | Yes | 5 |
| 46185 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Keep | 1 | 1 | 1 | Carry | 2 | 2 | Change | Move the duplicate facing from Turkey Club to the stronger, more OOS-prone Chicken Caesar. | 4.93 sales/store/wk; 3.9% waste; 0.18 OOS store-days/store/wk versus Turkey Club 4.41 / 4.0% / 0.05. | EatWell existing route; three-day code. | Use two full Chicken facings and one Turkey facing. | Meat | Yes | 4 |
| 46185 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Keep | 2 | 1 | 2 | Carry | 1 | 1 | Change | Keep the sandwich but release its duplicate facing to Chicken Caesar. | 4.41 sales/store/wk; 4.0% waste; lower OOS pressure than Chicken Caesar. | EatWell existing route; three-day code. | Use one full facing. | Meat | Yes | 4 |
| 46185 | COM | Commuter Suburban | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | 1.5 | 1.5 | Carry | 1 | 1.5 | Accept | Retain one bowl facing for weekday lunch. | 3.08 sales/store/wk; 7.6% waste. | Urban Spoon existing route; three-day code. | Keep one full facing (1.5 slots). | Meat | Yes | 4 |
| 46185 | COM | Commuter Suburban | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | 1 | 0 | Carry | 1 | 1 | Reject | Reject the removal: Hummus is the cleaner Commuter vegetarian choice for the first four weeks. | Hummus: 2.18 sales/store/wk; 8.7% waste. Caprese pilot: 1.83 sales/store/wk; 16.4% waste. | Four deliveries/wk qualifies for GreenFork 30% documented-waste credit. | Keep one full facing; do not launch Caprese in this cluster. | Vegetarian | Yes | 4 |
| 46185 | COM | Commuter Suburban | GGS-7DNL | Cobb Salad | Keep | 1 | 1.5 | 1.5 | Carry | 1 | 1.5 | Accept | Retain the salad meal with manageable shrink. | 2.89 sales/store/wk; 8.9% waste. | No signed vendor exception supplied. | Keep one full facing (1.5 slots). | Meat | Yes | 4 |
| 46185 | COM | Commuter Suburban | GGS-1KFV | Egg Salad Croissant | Remove | 0 | 1 | 0 | Remove | 0 | 0 | Accept | Remove the low-repeat, allergy-sensitive legacy option. | 1.18 sales/store/wk; 20.1% waste. | No signed vendor exception supplied. | Remove; Hummus remains the vegetarian lunch option. | Egg vegetarian | No | 4 |
| 46185 | COM | Commuter Suburban | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | 1 | 0 | Remove | 0 | 0 | Accept | Remove the winter seasonal sandwich. | 0.98 sales/store/wk; 20.9% waste. | EatWell: no authorized returns or billbacks after Jan. 31. | Remove from reset. | Meat | No | 4 |
| 46185 | COM | Commuter Suburban | GGS-3RZA | Caprese Ciabatta | Add | 1 | 1 | 1 | Do not launch | 0 | 0 | Reject | Reject the launch: its internal pilot has lower demand and almost double the waste of Hummus. | 1.83 sales/store/wk; 16.4% waste versus Hummus 2.18 / 8.7%. | Route is not prohibited and four deliveries meet GreenFork credit rule, but signed support does not override demand. | Do not add in weeks 1-4; retain Hummus. | Vegetarian | No | 4 |
| 46185 | COM | Commuter Suburban | GGS-6BGH | Protein Snack Box | Add | 2 | 1 | 2 | Carry | 2 | 2 | Accept | Accept two facings: low waste and attractive snack/lunch economics. | 3.88 sales/store/wk; 3.5% waste; 0.34 OOS store-days/store/wk. | Urban Spoon current cadence covers all clusters; $0.35/scan first six weeks, cap 8,000. | Launch two full facings. | Mixed protein | Yes | 4 |
| 46185 | COM | Commuter Suburban | GGS-8XUY | Spicy Tuna Sushi Roll | Add | 1 | 1.5 | 1.5 | Do not launch | 0 | 0 | Reject | Reject: Commuter pilot test does not create a signed route commitment and shrink was excessive. | 1.12 sales/store/wk; 32.5% waste. | Sakura terms authorize daily route and credit only for Metro M-11; Commuter samples were line-review tests. | Do not add. | Fish | No | 4 |
| 46185 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Keep | 2 | 1 | 2 | Carry | 2 | 2 | Accept | Retain two facings for the strongest Campus lunch seller. | 6.80 sales/store/wk; 3.7% waste; 0.22 OOS store-days/store/wk. | EatWell existing route; three-day code. | Keep two full facings. | Meat | Yes | 5 |
| 46185 | CAM | Campus / Hospital | GGS-2VWK | Turkey Club Sandwich | Keep | 1 | 1 | 1 | Carry | 1 | 1 | Accept | Retain one familiar sandwich facing. | 3.48 sales/store/wk; 5.3% waste. | EatWell existing route; three-day code. | Keep one full facing. | Meat | Yes | 5 |
| 46185 | CAM | Campus / Hospital | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | 1.5 | 1.5 | Carry | 1 | 1.5 | Accept | Retain bowl meal for late lunch. | 4.61 sales/store/wk; 6.5% waste. | Urban Spoon existing route; three-day code. | Keep one full facing (1.5 slots). | Meat | Yes | 5 |
| 46185 | CAM | Campus / Hospital | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | 1 | 0 | Remove | 0 | 0 | Accept | Replace Hummus with the better-performing Caprese vegetarian trade-up. | Hummus: 3.10 sales/store/wk; 7.1% waste. Caprese: 3.30 / 6.4%. | Five deliveries/wk qualifies for GreenFork credit; Caprese launch support is signed. | Remove at reset; Caprese remains the vegetarian lunch option. | Vegetarian | No | 5 |
| 46185 | CAM | Campus / Hospital | GGS-7DNL | Cobb Salad | Keep | 1 | 1.5 | 1.5 | Carry | 1 | 1.5 | Accept | Retain one Cobb tray with manageable waste. | 2.40 sales/store/wk; 9.1% waste. | No signed vendor exception supplied. | Keep one full facing (1.5 slots). | Meat | Yes | 5 |
| 46185 | CAM | Campus / Hospital | GGS-1KFV | Egg Salad Croissant | Remove | 0 | 1 | 0 | Remove | 0 | 0 | Accept | Remove legacy Egg Salad; it is not an acceptable sole vegetarian answer. | 1.57 sales/store/wk; 18.8% waste. | No signed vendor exception supplied. | Remove. | Egg vegetarian | No | 5 |
| 46185 | CAM | Campus / Hospital | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | 1 | 0 | Remove | 0 | 0 | Accept | Remove winter seasonal sandwich. | 0.69 sales/store/wk; 22.8% waste. | EatWell: no authorized returns or billbacks after Jan. 31. | Remove. | Meat | No | 5 |
| 46185 | CAM | Campus / Hospital | GGS-3RZA | Caprese Ciabatta | Add | 1 | 1 | 1 | Carry | 1 | 1 | Accept | Accept one Caprese facing: it is a clean vegetarian fit in Campus. | 3.30 sales/store/wk; 6.4% waste versus Hummus 3.10 / 7.1%. | Five deliveries/wk qualifies for 30% documented-waste credit; $0.40/scan Jul. 13-Aug. 9. | Launch one full facing in the dated support window. | Vegetarian | Yes | 5 |
| 46185 | CAM | Campus / Hospital | GGS-6BGH | Protein Snack Box | Add | 2 | 1 | 2 | Carry | 2 | 2 | Accept | Accept two facings: best pilot velocity and low shrink. | 5.60 sales/store/wk; 3.4% waste; 0.24 OOS store-days/store/wk. | Urban Spoon route covers all clusters; $0.35/scan first six Q3 reset weeks, cap 8,000. | Launch two full facings. | Mixed protein | Yes | 5 |
| 46185 | CAM | Campus / Hospital | GGS-8XUY | Spicy Tuna Sushi Roll | Add | 1 | 1.5 | 1.5 | Do not launch | 0 | 0 | Reject | Reject regardless of pilot interest: Campus is outside signed Sakura launch scope and shrink is high. | 2.12 sales/store/wk; 26.1% waste. | Sakura daily route and credit are Metro M-11 only; Campus sample was a line-review test. | Do not add. | Fish | No | 5 |
| 46185 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Keep | 1 | 1 | 1 | Carry | 1 | 1 | Accept | Retain familiar, high-velocity wrap for travel mission. | 4.71 sales/store/wk; 4.9% waste; 0.27 OOS store-days/store/wk. | EatWell existing route; three-day code. | Keep one full facing. | Meat | Yes | 3 |
| 46185 | HWY | Highway / Travel | GGS-2VWK | Turkey Club Sandwich | Keep | 2 | 1 | 2 | Carry | 2 | 2 | Accept | Retain two facings of the highest-velocity familiar sandwich. | 4.73 sales/store/wk; 3.7% waste. | EatWell existing route; three-day code. | Keep two full facings. | Meat | Yes | 3 |
| 46185 | HWY | Highway / Travel | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | 1.5 | 1.5 | Carry | 1 | 1.5 | Accept | Retain one bowl facing; it remains economically positive despite higher waste than Metro. | 2.17 sales/store/wk; 10.7% waste. | Urban Spoon current cadence covers all clusters; three-day code. | Keep one full facing (1.5 slots). | Meat | Yes | 3 |
| 46185 | HWY | Highway / Travel | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | 1 | 0 | Carry | 1 | 1 | Reject | Reject the removal only to preserve a credible vegetarian lunch option; treat as a tightly controlled exception. | 1.63 sales/store/wk; 15.5% waste; two-day code and only three deliveries/wk. | No GreenFork shrink credit below four delivery days. Caprese expansion is not approved for Highway. | Keep one full facing only; do not add a second vegetarian tray. | Vegetarian | Yes | 3 |
| 46185 | HWY | Highway / Travel | GGS-7DNL | Cobb Salad | Remove | 0 | 1.5 | 0 | Remove | 0 | 0 | Accept | Remove the low-repeat salad to simplify a three-delivery case. | 1.09 sales/store/wk; 18.1% waste; consumes 1.5 slots. | No signed vendor exception supplied. | Remove. | Meat | No | 3 |
| 46185 | HWY | Highway / Travel | GGS-1KFV | Egg Salad Croissant | Remove | 0 | 1 | 0 | Remove | 0 | 0 | Accept | Remove legacy Egg Salad; it cannot be the vegetarian answer. | 0.79 sales/store/wk; 21.5% waste. | No signed vendor exception supplied. | Remove. | Egg vegetarian | No | 3 |
| 46185 | HWY | Highway / Travel | GGS-4HBP | Turkey Cranberry Sandwich | Keep | 1 | 1 | 1 | Remove | 0 | 0 | Reject | Reject the requested winter carryover; leave the slot unused rather than carry avoidable shrink. | 1.12 sales/store/wk; 22.4% waste. | EatWell calls it a winter feature; returns/billbacks after Jan. 31 are not authorized. | Remove. | Meat | No | 3 |
| 46185 | HWY | Highway / Travel | GGS-3RZA | Caprese Ciabatta | Add | 1 | 1 | 1 | Do not launch | 0 | 0 | Reject | Reject: Caprese route expansion is expressly outside the signed GreenFork offer. | No Highway Caprese pilot record supplied; do not use supplier projection. | GreenFork route limit: Highway / Travel is not approved for Caprese expansion. | Do not add; retain Hummus as the single vegetarian option. | Vegetarian | No | 3 |
| 46185 | HWY | Highway / Travel | GGS-6BGH | Protein Snack Box | Add | 2 | 1 | 2 | Carry | 1 | 1 | Change | Accept the item but reduce from two facings to one in the lower-touch travel case. | 2.73 sales/store/wk; 6.8% waste; five-day code. | Urban Spoon route covers all clusters; $0.35/scan first six Q3 reset weeks, cap 8,000. | Launch one full facing; use spare capacity instead of a duplicate tray. | Mixed protein | Yes | 3 |
| 46185 | HWY | Highway / Travel | GGS-8XUY | Spicy Tuna Sushi Roll | Do not add | 0 | 1.5 | 0 | Do not launch | 0 | 0 | Accept | Keep out of the Highway set. | No Highway pilot record supplied. | Sakura signed route and credit are Metro M-11 only. | Do not add. | Fish | No | 3 |
| 46185 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Keep | 1 | 1 | 1 | Carry | 1 | 1 | Accept | Retain the cleanest, high-velocity lunch wrap. | 3.69 sales/store/wk; 5.3% waste; 0.33 OOS store-days/store/wk. | EatWell existing route; three-day code. | Keep one full facing. | Meat | Yes | 2 |
| 46185 | RUR | Rural North | GGS-2VWK | Turkey Club Sandwich | Keep | 2 | 1 | 2 | Carry | 2 | 2 | Accept | Retain two facings of the strongest familiar sandwich. | 4.04 sales/store/wk; 4.8% waste. | EatWell existing route; three-day code. | Keep two full facings. | Meat | Yes | 2 |
| 46185 | RUR | Rural North | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | 1.5 | 1.5 | Remove | 0 | 0 | Reject | Reject the keep: Rural needs a cleaner set and this 1.5-slot bowl is shrink-heavy. | 1.38 sales/store/wk; 19.3% waste; consumes 1.5 slots. | Urban Spoon can serve Rural, but no credit offsets shrink. | Remove; leave capacity open rather than add a low-repeat item. | Meat | No | 2 |
| 46185 | RUR | Rural North | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | 1 | 0 | Carry | 1 | 1 | Reject | Reject the removal only because it is the available credible vegetarian lunch option; control it tightly. | 1.54 sales/store/wk; 18.1% waste; two-day code and two deliveries/wk. | No GreenFork shrink credit below four delivery days. Caprese expansion is not approved for Rural North. | Keep one full facing only; documented weekly shrink review is required. | Vegetarian | Yes | 2 |
| 46185 | RUR | Rural North | GGS-7DNL | Cobb Salad | Remove | 0 | 1.5 | 0 | Remove | 0 | 0 | Accept | Remove the low-repeat, high-shrink salad. | 0.71 sales/store/wk; 23.1% waste; consumes 1.5 slots. | No signed vendor exception supplied. | Remove. | Meat | No | 2 |
| 46185 | RUR | Rural North | GGS-1KFV | Egg Salad Croissant | Keep | 1 | 1 | 1 | Remove | 0 | 0 | Reject | Reject the requested keep: low repeat, high waste, and it cannot be the only vegetarian answer. | 0.72 sales/store/wk; 24.3% waste. | No signed vendor exception supplied. | Remove. | Egg vegetarian | No | 2 |
| 46185 | RUR | Rural North | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | 1 | 0 | Remove | 0 | 0 | Accept | Remove winter seasonal sandwich. | 0.83 sales/store/wk; 21.8% waste. | EatWell: no authorized returns or billbacks after Jan. 31. | Remove. | Meat | No | 2 |
| 46185 | RUR | Rural North | GGS-3RZA | Caprese Ciabatta | Do not add | 0 | 1 | 0 | Do not launch | 0 | 0 | Accept | Keep Caprese out of Rural North. | No Rural Caprese pilot record supplied. | GreenFork route limit: Rural North is not approved for Caprese expansion. | Do not add. | Vegetarian | No | 2 |
| 46185 | RUR | Rural North | GGS-6BGH | Protein Snack Box | Add | 2 | 1 | 2 | Carry | 1 | 1 | Change | Accept the longer-code snack box but reduce from two facings to one. | 1.84 sales/store/wk; 7.8% waste; five-day code. | Urban Spoon route covers all clusters; $0.35/scan first six Q3 reset weeks, cap 8,000. | Launch one full facing; keep unused capacity open. | Mixed protein | Yes | 2 |
| 46185 | RUR | Rural North | GGS-8XUY | Spicy Tuna Sushi Roll | Do not add | 0 | 1.5 | 0 | Do not launch | 0 | 0 | Accept | Keep out of Rural North. | No Rural sushi pilot record supplied. | Sakura signed route and credit are Metro M-11 only. | Do not add. | Fish | No | 2 |
Capacity Check
| Live Capacity Reconciliation | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Capacity is per store in the live July refrigerated case. Full facings only; no September lease-line capacity, partial facings, extra deliveries, or additional credits are assumed. | |||||||||||||
| Cluster | Cluster Name | Stores | Delivery Days / Week | Live Tray Slots | Buyer Proposal Slots | Proposal Gap | Proposal Status | Final Max Slots | Final Spare Slots | Final Status | Vegetarian Carries | Vegetarian Rule | Release Note |
| MET | Metro Core | 18 | 5 | 12 | 12 | 0 | Fits | 10.5 | 1.5 | Fits | 1 | Met | 10.5-slot maximum applies only at signed M-11 Sushi stores; Metro stores outside M-11 use 9.0 slots without Sushi. |
| COM | Commuter Suburban | 26 | 4 | 10 | 10.5 | 0.5 | OVER CAPACITY | 9 | 1 | Fits | 1 | Met | Final set is 1.0 slot below capacity after route-ineligible Sushi is removed and Hummus is retained over Caprese. |
| CAM | Campus / Hospital | 11 | 5 | 10 | 10.5 | 0.5 | OVER CAPACITY | 9 | 1 | Fits | 1 | Met | Final set is 1.0 slot below capacity after route-ineligible Sushi is removed. |
| HWY | Highway / Travel | 15 | 3 | 8 | 8.5 | 0.5 | OVER CAPACITY | 6.5 | 1.5 | Fits | 1 | Met | 1.5 slots intentionally open; do not use Caprese or Turkey Cranberry as filler. |
| RUR | Rural North | 14 | 2 | 7 | 7.5 | 0.5 | OVER CAPACITY | 5 | 2 | Fits | 1 | Met | 2.0 slots intentionally open; Hummus is the single vegetarian exception and needs weekly shrink attention. |
| Total / Check | 47 | 49 | 2 | 40 | 7 | 279 |
Item Economics
| Item Economics — Internal Eight-Week Run Rate | ||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Net GP = net sales less sold COGS and shrink at unit cost, plus signed shrink credit and scan support when applicable. Credit percentages are modeled against documented waste cost. Four-week totals scale observed internal per-store run rates; no supplier projections are used. Sushi is excluded from scaled totals because the M-11 store count is not provided. | ||||||||||||||||||||||||||||
| Cluster | SKU | Item | Range Type | Stores Ranged | Weeks | Sales Units | Waste Units | OOS Store-Days | Sales / Store / Wk | Waste / Store / Wk | Waste % | OOS Days / Store / Wk | Retail Price | Unit Cost | Signed Shrink Credit % | Signed Scan Support / Unit | Net GP / Store / Wk | Final Carried? | Final Facings | Full Cluster Stores | Include in Scaled 4-Wk Total? | 4-Wk Sales Units | 4-Wk Waste Units | 4-Wk Net Sales | 4-Wk Shrink Credit | 4-Wk Scan Support | 4-Wk Net GP | Terms / Modeling Note |
| CAM | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 8 | 598 | 23 | 19.6 | 6.79545454545455 | 0.261363636363636 | 0.037037037037037 | 0.222727272727273 | 5.99 | 2.38 | 0 | 0 | 23.9095454545455 | Yes | 2 | 11 | Yes | 299 | 11.5 | 1791.01 | 0 | 0 | 1052.02 | Observed internal run rate; no signed launch support or shrink credit modeled. |
| CAM | GGS-2VWK | Turkey Club Sandwich | Current set | 11 | 8 | 306 | 17 | 4.6 | 3.47727272727273 | 0.193181818181818 | 0.0526315789473684 | 0.0522727272727273 | 6.49 | 2.64 | 0 | 0 | 12.8775 | Yes | 1 | 11 | Yes | 153 | 8.5 | 992.97 | 0 | 0 | 566.61 | Observed internal run rate; no signed launch support or shrink credit modeled. |
| CAM | GGS-9PQL | Southwest Chicken Bowl | Current set | 11 | 8 | 406 | 28 | 16.8 | 4.61363636363636 | 0.318181818181818 | 0.0645161290322581 | 0.190909090909091 | 7.99 | 3.45 | 0 | 0 | 19.8481818181818 | Yes | 1 | 11 | Yes | 203 | 14 | 1621.97 | 0 | 0 | 873.32 | Observed internal run rate; no signed launch support or shrink credit modeled. |
| CAM | GGS-5MTC | Hummus Veggie Wrap | Current set | 11 | 8 | 273 | 21 | 3.8 | 3.10227272727273 | 0.238636363636364 | 0.0714285714285714 | 0.0431818181818182 | 6.29 | 2.75 | 0.3 | 0 | 10.5226704545455 | No | 0 | 11 | No | GreenFork 30% documented-waste credit modeled only at 4+ delivery days; Caprese scan support applies only Jul. 13-Aug. 9. | ||||||
| CAM | GGS-7DNL | Cobb Salad | Current set | 11 | 8 | 211 | 21 | 4.3 | 2.39772727272727 | 0.238636363636364 | 0.0905172413793104 | 0.0488636363636364 | 8.49 | 3.72 | 0 | 0 | 10.5494318181818 | Yes | 1 | 11 | Yes | 105.5 | 10.5 | 895.695 | 0 | 0 | 464.175 | Observed internal run rate; no signed launch support or shrink credit modeled. |
| CAM | GGS-1KFV | Egg Salad Croissant | Current set | 11 | 8 | 138 | 32 | 4.6 | 1.56818181818182 | 0.363636363636364 | 0.188235294117647 | 0.0522727272727273 | 5.49 | 2.28 | 0 | 0 | 4.20477272727273 | No | 0 | 11 | No | Observed internal run rate; no signed launch support or shrink credit modeled. | ||||||
| CAM | GGS-4HBP | Turkey Cranberry Sandwich | Current set | 11 | 8 | 61 | 18 | 4.8 | 0.693181818181818 | 0.204545454545455 | 0.227848101265823 | 0.0545454545454545 | 6.59 | 2.95 | 0 | 0 | 1.91977272727273 | No | 0 | 11 | No | Observed internal run rate; no signed launch support or shrink credit modeled. | ||||||
| CAM | GGS-3RZA | Caprese Ciabatta | Controlled pilot | 5 | 8 | 132 | 9 | 1.7 | 3.3 | 0.225 | 0.0638297872340426 | 0.0425 | 6.99 | 3.1 | 0.3 | 0.4 | 13.66875 | Yes | 1 | 11 | Yes | 145.2 | 9.9 | 1014.948 | 9.207 | 58.08 | 601.425 | GreenFork 30% documented-waste credit modeled only at 4+ delivery days; Caprese scan support applies only Jul. 13-Aug. 9. |
| CAM | GGS-6BGH | Protein Snack Box | Controlled pilot | 5 | 8 | 224 | 8 | 9.4 | 5.6 | 0.2 | 0.0344827586206897 | 0.235 | 6.79 | 2.94 | 0 | 0.35 | 22.932 | Yes | 2 | 11 | Yes | 246.4 | 8.8 | 1673.056 | 0 | 86.24 | 1009.008 | Urban Spoon scan support modeled at $0.35 per scanned unit; no shrink credit. |
| CAM | GGS-8XUY | Spicy Tuna Sushi Roll | Controlled pilot | 4 | 8 | 68 | 24 | 1.5 | 2.125 | 0.75 | 0.260869565217391 | 0.046875 | 9.99 | 4.3 | 0 | 0 | 8.86625 | No | 0 | 11 | No | Sushi pilot observation only; signed Sakura launch/credit is Metro M-11 only. | ||||||
| COM | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 8 | 1025 | 42 | 36.6 | 4.92788461538462 | 0.201923076923077 | 0.0393626991565136 | 0.175961538461538 | 5.99 | 2.38 | 0 | 0 | 17.3090865384615 | Yes | 2 | 26 | Yes | 512.5 | 21 | 3069.875 | 0 | 0 | 1800.145 | Observed internal run rate; no signed launch support or shrink credit modeled. |
| COM | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 8 | 917 | 38 | 11.2 | 4.40865384615385 | 0.182692307692308 | 0.0397905759162304 | 0.0538461538461538 | 6.49 | 2.64 | 0 | 0 | 16.4910096153846 | Yes | 1 | 26 | Yes | 458.5 | 19 | 2975.665 | 0 | 0 | 1715.065 | Observed internal run rate; no signed launch support or shrink credit modeled. |
| COM | GGS-9PQL | Southwest Chicken Bowl | Current set | 26 | 8 | 640 | 53 | 13.6 | 3.07692307692308 | 0.254807692307692 | 0.0764790764790765 | 0.0653846153846154 | 7.99 | 3.45 | 0 | 0 | 13.0901442307692 | Yes | 1 | 26 | Yes | 320 | 26.5 | 2556.8 | 0 | 0 | 1361.375 | Observed internal run rate; no signed launch support or shrink credit modeled. |
| COM | GGS-5MTC | Hummus Veggie Wrap | Current set | 26 | 8 | 454 | 43 | 9.4 | 2.18269230769231 | 0.206730769230769 | 0.0865191146881288 | 0.0451923076923077 | 6.29 | 2.75 | 0.3 | 0 | 7.32877403846154 | Yes | 1 | 26 | Yes | 227 | 21.5 | 1427.83 | 17.7375 | 0 | 762.1925 | GreenFork 30% documented-waste credit modeled only at 4+ delivery days; Caprese scan support applies only Jul. 13-Aug. 9. |
| COM | GGS-7DNL | Cobb Salad | Current set | 26 | 8 | 601 | 59 | 10.3 | 2.88942307692308 | 0.283653846153846 | 0.0893939393939394 | 0.0495192307692308 | 8.49 | 3.72 | 0 | 0 | 12.7273557692308 | Yes | 1 | 26 | Yes | 300.5 | 29.5 | 2551.245 | 0 | 0 | 1323.645 | Observed internal run rate; no signed launch support or shrink credit modeled. |
| COM | GGS-1KFV | Egg Salad Croissant | Current set | 26 | 8 | 246 | 62 | 10.2 | 1.18269230769231 | 0.298076923076923 | 0.201298701298701 | 0.0490384615384615 | 5.49 | 2.28 | 0 | 0 | 3.11682692307692 | No | 0 | 26 | No | Observed internal run rate; no signed launch support or shrink credit modeled. | ||||||
| COM | GGS-4HBP | Turkey Cranberry Sandwich | Current set | 26 | 8 | 204 | 54 | 9.7 | 0.980769230769231 | 0.259615384615385 | 0.209302325581395 | 0.0466346153846154 | 6.59 | 2.95 | 0 | 0 | 2.80413461538462 | No | 0 | 26 | No | Observed internal run rate; no signed launch support or shrink credit modeled. | ||||||
| COM | GGS-3RZA | Caprese Ciabatta | Controlled pilot | 8 | 8 | 117 | 23 | 3.3 | 1.828125 | 0.359375 | 0.164285714285714 | 0.0515625 | 6.99 | 3.1 | 0.3 | 0.4 | 7.0628125 | No | 0 | 26 | No | GreenFork 30% documented-waste credit modeled only at 4+ delivery days; Caprese scan support applies only Jul. 13-Aug. 9. | ||||||
| COM | GGS-6BGH | Protein Snack Box | Controlled pilot | 8 | 8 | 248 | 9 | 21.8 | 3.875 | 0.140625 | 0.0350194552529183 | 0.340625 | 6.79 | 2.94 | 0 | 0.35 | 15.8615625 | Yes | 2 | 26 | Yes | 403 | 14.625 | 2736.37 | 0 | 141.05 | 1649.6025 | Urban Spoon scan support modeled at $0.35 per scanned unit; no shrink credit. |
| COM | GGS-8XUY | Spicy Tuna Sushi Roll | Controlled pilot | 6 | 8 | 54 | 26 | 2.4 | 1.125 | 0.541666666666667 | 0.325 | 0.05 | 9.99 | 4.3 | 0 | 0 | 4.07208333333333 | No | 0 | 26 | No | Sushi pilot observation only; signed Sakura launch/credit is Metro M-11 only. | ||||||
| HWY | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 8 | 565 | 29 | 32 | 4.70833333333333 | 0.241666666666667 | 0.0488215488215488 | 0.266666666666667 | 5.99 | 2.38 | 0 | 0 | 16.4219166666667 | Yes | 1 | 15 | Yes | 282.5 | 14.5 | 1692.175 | 0 | 0 | 985.315 | Observed internal run rate; no signed launch support or shrink credit modeled. |
| HWY | GGS-2VWK | Turkey Club Sandwich | Current set | 15 | 8 | 568 | 22 | 4.2 | 4.73333333333333 | 0.183333333333333 | 0.0372881355932203 | 0.035 | 6.49 | 2.64 | 0 | 0 | 17.7393333333333 | Yes | 2 | 15 | Yes | 284 | 11 | 1843.16 | 0 | 0 | 1064.36 | Observed internal run rate; no signed launch support or shrink credit modeled. |
| HWY | GGS-9PQL | Southwest Chicken Bowl | Current set | 15 | 8 | 260 | 31 | 4.9 | 2.16666666666667 | 0.258333333333333 | 0.106529209621993 | 0.0408333333333333 | 7.99 | 3.45 | 0 | 0 | 8.94541666666667 | Yes | 1 | 15 | Yes | 130 | 15.5 | 1038.7 | 0 | 0 | 536.725 | Observed internal run rate; no signed launch support or shrink credit modeled. |
| HWY | GGS-5MTC | Hummus Veggie Wrap | Current set | 15 | 8 | 196 | 36 | 4.6 | 1.63333333333333 | 0.3 | 0.155172413793103 | 0.0383333333333333 | 6.29 | 2.75 | 0 | 0 | 4.957 | Yes | 1 | 15 | Yes | 98 | 18 | 616.42 | 0 | 0 | 297.42 | No GreenFork shrink credit at fewer than four delivery days; Caprese is route-ineligible in Highway/Rural. |
| HWY | GGS-7DNL | Cobb Salad | Current set | 15 | 8 | 131 | 29 | 5.8 | 1.09166666666667 | 0.241666666666667 | 0.18125 | 0.0483333333333333 | 8.49 | 3.72 | 0 | 0 | 4.30825 | No | 0 | 15 | No | Observed internal run rate; no signed launch support or shrink credit modeled. | ||||||
| HWY | GGS-1KFV | Egg Salad Croissant | Current set | 15 | 8 | 95 | 26 | 5.6 | 0.791666666666667 | 0.216666666666667 | 0.214876033057851 | 0.0466666666666667 | 5.49 | 2.28 | 0 | 0 | 2.04725 | No | 0 | 15 | No | Observed internal run rate; no signed launch support or shrink credit modeled. | ||||||
| HWY | GGS-4HBP | Turkey Cranberry Sandwich | Current set | 15 | 8 | 135 | 39 | 5.5 | 1.125 | 0.325 | 0.224137931034483 | 0.0458333333333333 | 6.59 | 2.95 | 0 | 0 | 3.13625 | No | 0 | 15 | No | Observed internal run rate; no signed launch support or shrink credit modeled. | ||||||
| HWY | GGS-6BGH | Protein Snack Box | Controlled pilot | 5 | 8 | 109 | 8 | 11.6 | 2.725 | 0.2 | 0.0683760683760684 | 0.29 | 6.79 | 2.94 | 0 | 0.35 | 10.857 | Yes | 1 | 15 | Yes | 163.5 | 12 | 1110.165 | 0 | 57.225 | 651.42 | Urban Spoon scan support modeled at $0.35 per scanned unit; no shrink credit. |
| MET | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 8 | 792 | 41 | 36 | 5.5 | 0.284722222222222 | 0.0492196878751501 | 0.25 | 5.99 | 2.38 | 0 | 0 | 19.1773611111111 | Yes | 2 | 18 | Yes | 396 | 20.5 | 2372.04 | 0 | 0 | 1380.77 | Observed internal run rate; no signed launch support or shrink credit modeled. |
| MET | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 8 | 445 | 18 | 7.9 | 3.09027777777778 | 0.125 | 0.0388768898488121 | 0.0548611111111111 | 6.49 | 2.64 | 0 | 0 | 11.5675694444444 | Yes | 1 | 18 | Yes | 222.5 | 9 | 1444.025 | 0 | 0 | 832.865 | Observed internal run rate; no signed launch support or shrink credit modeled. |
| MET | GGS-9PQL | Southwest Chicken Bowl | Current set | 18 | 8 | 650 | 46 | 23 | 4.51388888888889 | 0.319444444444444 | 0.0660919540229885 | 0.159722222222222 | 7.99 | 3.45 | 0 | 0 | 19.3909722222222 | Yes | 1 | 18 | Yes | 325 | 23 | 2596.75 | 0 | 0 | 1396.15 | Observed internal run rate; no signed launch support or shrink credit modeled. |
| MET | GGS-5MTC | Hummus Veggie Wrap | Current set | 18 | 8 | 282 | 24 | 9.1 | 1.95833333333333 | 0.166666666666667 | 0.0784313725490196 | 0.0631944444444444 | 6.29 | 2.75 | 0.3 | 0 | 6.61166666666667 | No | 0 | 18 | No | GreenFork 30% documented-waste credit modeled only at 4+ delivery days; Caprese scan support applies only Jul. 13-Aug. 9. | ||||||
| MET | GGS-7DNL | Cobb Salad | Current set | 18 | 8 | 435 | 35 | 6.9 | 3.02083333333333 | 0.243055555555556 | 0.074468085106383 | 0.0479166666666667 | 8.49 | 3.72 | 0 | 0 | 13.5052083333333 | Yes | 1 | 18 | Yes | 217.5 | 17.5 | 1846.575 | 0 | 0 | 972.375 | Observed internal run rate; no signed launch support or shrink credit modeled. |
| MET | GGS-1KFV | Egg Salad Croissant | Current set | 18 | 8 | 186 | 49 | 8.4 | 1.29166666666667 | 0.340277777777778 | 0.208510638297872 | 0.0583333333333333 | 5.49 | 2.28 | 0 | 0 | 3.37041666666667 | No | 0 | 18 | No | Observed internal run rate; no signed launch support or shrink credit modeled. | ||||||
| MET | GGS-4HBP | Turkey Cranberry Sandwich | Current set | 18 | 8 | 115 | 33 | 6.9 | 0.798611111111111 | 0.229166666666667 | 0.222972972972973 | 0.0479166666666667 | 6.59 | 2.95 | 0 | 0 | 2.23090277777778 | No | 0 | 18 | No | Observed internal run rate; no signed launch support or shrink credit modeled. | ||||||
| MET | GGS-3RZA | Caprese Ciabatta | Controlled pilot | 9 | 8 | 228 | 21 | 3.8 | 3.16666666666667 | 0.291666666666667 | 0.0843373493975904 | 0.0527777777777778 | 6.99 | 3.1 | 0.3 | 0.4 | 12.9520833333333 | Yes | 1 | 18 | Yes | 228 | 21 | 1593.72 | 19.53 | 91.2 | 932.55 | GreenFork 30% documented-waste credit modeled only at 4+ delivery days; Caprese scan support applies only Jul. 13-Aug. 9. |
| MET | GGS-6BGH | Protein Snack Box | Controlled pilot | 9 | 8 | 298 | 8 | 20.2 | 4.13888888888889 | 0.111111111111111 | 0.0261437908496732 | 0.280555555555556 | 6.79 | 2.94 | 0 | 0.35 | 17.0566666666667 | Yes | 2 | 18 | Yes | 298 | 8 | 2023.42 | 0 | 104.3 | 1228.08 | Urban Spoon scan support modeled at $0.35 per scanned unit; no shrink credit. |
| MET | GGS-8XUY | Spicy Tuna Sushi Roll | Controlled pilot | 9 | 8 | 227 | 27 | 6.2 | 3.15277777777778 | 0.375 | 0.106299212598425 | 0.0861111111111111 | 9.99 | 4.3 | 0.5 | 0 | 17.1330555555556 | Yes | 1 | 18 | No - M-11 count not provided | Model credit only for M-11 launch; M-11 store count was not supplied, so no scaled total is included. | ||||||
| RUR | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 8 | 413 | 23 | 37.1 | 3.6875 | 0.205357142857143 | 0.0527522935779817 | 0.33125 | 5.99 | 2.38 | 0 | 0 | 12.823125 | Yes | 1 | 14 | Yes | 206.5 | 11.5 | 1236.935 | 0 | 0 | 718.095 | Observed internal run rate; no signed launch support or shrink credit modeled. |
| RUR | GGS-2VWK | Turkey Club Sandwich | Current set | 14 | 8 | 452 | 23 | 4.2 | 4.03571428571429 | 0.205357142857143 | 0.048421052631579 | 0.0375 | 6.49 | 2.64 | 0 | 0 | 14.9953571428571 | Yes | 2 | 14 | Yes | 226 | 11.5 | 1466.74 | 0 | 0 | 839.74 | Observed internal run rate; no signed launch support or shrink credit modeled. |
| RUR | GGS-9PQL | Southwest Chicken Bowl | Current set | 14 | 8 | 155 | 37 | 5.7 | 1.38392857142857 | 0.330357142857143 | 0.192708333333333 | 0.0508928571428571 | 7.99 | 3.45 | 0 | 0 | 5.14330357142857 | No | 0 | 14 | No | Observed internal run rate; no signed launch support or shrink credit modeled. | ||||||
| RUR | GGS-5MTC | Hummus Veggie Wrap | Current set | 14 | 8 | 172 | 38 | 5 | 1.53571428571429 | 0.339285714285714 | 0.180952380952381 | 0.0446428571428571 | 6.29 | 2.75 | 0 | 0 | 4.50339285714286 | Yes | 1 | 14 | Yes | 86 | 19 | 540.94 | 0 | 0 | 252.19 | No GreenFork shrink credit at fewer than four delivery days; Caprese is route-ineligible in Highway/Rural. |
| RUR | GGS-7DNL | Cobb Salad | Current set | 14 | 8 | 80 | 24 | 7 | 0.714285714285714 | 0.214285714285714 | 0.230769230769231 | 0.0625 | 8.49 | 3.72 | 0 | 0 | 2.61 | No | 0 | 14 | No | Observed internal run rate; no signed launch support or shrink credit modeled. | ||||||
| RUR | GGS-1KFV | Egg Salad Croissant | Current set | 14 | 8 | 81 | 26 | 5 | 0.723214285714286 | 0.232142857142857 | 0.242990654205607 | 0.0446428571428571 | 5.49 | 2.28 | 0 | 0 | 1.79223214285714 | No | 0 | 14 | No | Observed internal run rate; no signed launch support or shrink credit modeled. | ||||||
| RUR | GGS-4HBP | Turkey Cranberry Sandwich | Current set | 14 | 8 | 93 | 26 | 5.6 | 0.830357142857143 | 0.232142857142857 | 0.218487394957983 | 0.05 | 6.59 | 2.95 | 0 | 0 | 2.33767857142857 | No | 0 | 14 | No | Observed internal run rate; no signed launch support or shrink credit modeled. | ||||||
| RUR | GGS-6BGH | Protein Snack Box | Controlled pilot | 4 | 8 | 59 | 5 | 8.4 | 1.84375 | 0.15625 | 0.078125 | 0.2625 | 6.79 | 2.94 | 0 | 0.35 | 7.284375 | Yes | 1 | 14 | Yes | 103.25 | 8.75 | 701.0675 | 0 | 36.1375 | 407.925 | Urban Spoon scan support modeled at $0.35 per scanned unit; no shrink credit. |
Signed Terms
| Signed Vendor Offer Terms Used in the Decision | |||||||
|---|---|---|---|---|---|---|---|
| Source: data/signed_vendor_offer_letters.pdf. These terms supersede informal buyer proposal notes. | |||||||
| Vendor | Covered SKU(s) | Launch Support | Shrink Credit | Route / Eligibility | Service / Handling | First Four Weeks Decision Use | Authority Note |
| GreenFork Kitchen | GGS-5MTC Hummus Veggie Wrap; GGS-3RZA Caprese Ciabatta | $0.40 per scanned Caprese unit Jul. 13-Aug. 9; cap 5,500 units. | 30% credit on documented waste for covered items only at 4+ delivery days. | Caprese route expansion not approved in Highway / Travel or Rural North. | Two-day code at store receipt. | Caprese: MET and CAM only; Hummus: COM/HWY/RUR, with credit only in COM. | Signed June 5, 2026. |
| Urban Spoon | GGS-9PQL Southwest Chicken Bowl; GGS-6BGH Protein Snack Box | $0.35 per scanned Protein Snack Box in first six Q3 reset weeks; cap 8,000 units. | No shrink credit; normal returns only for verified mis-picks. | Current routes cover all five clusters on existing replenishment cadence. | Protein five-day code; Bowl three-day code. | Protein in all clusters (two facings MET/COM/CAM; one HWY/RUR). Bowl removed in Rural only. | Signed June 6, 2026. |
| Sakura Express | GGS-8XUY Spicy Tuna Sushi Roll | No scan allowance. | Metro Core M-11 only: 50% credit on documented waste through Aug. 16. | Daily fresh route, credit, and service guarantee apply only to Metro stores listed on M-11. Campus/Commuter samples are not signed commitment. | One-day code; receive daily; do not hold over; case pack 12. | One facing in signed M-11 only; no launch in CAM/COM/HWY/RUR. | Signed June 7, 2026. |
| EatWell Foods | GGS-84QJ Chicken Caesar Wrap; GGS-2VWK Turkey Club; GGS-4HBP Turkey Cranberry | No Q3 scan allowance. | Turkey Cranberry returns or billbacks after Jan. 31, 2026 are not authorized. | Current routes cover all five clusters on existing cadence. | Three-day code at store receipt. | Keep Chicken Caesar and Turkey Club; remove Turkey Cranberry everywhere. | Signed May 30, 2026. |
Final Assortment
| Revised Cluster-Level Assortment — First Four Weeks | |||||||
|---|---|---|---|---|---|---|---|
| Each number is a full facing. The assignment deliberately leaves spare capacity in lower-touch cases rather than filling with weak or route-ineligible product. | |||||||
| Cluster | Store Scope | Final Assortment (full facings) | Final Slots | Live Capacity | Spare Slots | Vegetarian Lunch Option | Release / Execution Note |
| MET | M-11 stores include Sushi; all other MET stores use the same set without Sushi. | 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 (M-11 only). | 10.5 | 12 | 1.5 | Caprese Ciabatta | M-11 planogram is 10.5 slots; non-M-11 planogram is 9.0. Space Planning must restrict Sushi to the signed route list. |
| COM | All 26 Commuter stores. | Chicken Caesar Wrap 2; Turkey Club Sandwich 1; Southwest Chicken Bowl 1; Hummus Veggie Wrap 1; Cobb Salad 1; Protein Snack Box 2. | 9 | 10 | 1 | Hummus Veggie Wrap | Use Hummus instead of Caprese; no Sushi. Retain 1.0 slot of intentional spare capacity. |
| CAM | All 11 Campus / Hospital stores. | Chicken Caesar Wrap 2; Turkey Club Sandwich 1; Southwest Chicken Bowl 1; Cobb Salad 1; Caprese Ciabatta 1; Protein Snack Box 2. | 9 | 10 | 1 | Caprese Ciabatta | No Sushi despite pilot samples; it is outside signed Sakura scope. Retain 1.0 spare slot. |
| HWY | All 15 Highway / Travel stores. | Chicken Caesar Wrap 1; Turkey Club Sandwich 2; Southwest Chicken Bowl 1; Hummus Veggie Wrap 1; Protein Snack Box 1. | 6.5 | 8 | 1.5 | Hummus Veggie Wrap | No Caprese route expansion, no Turkey Cranberry. Hummus is a one-facing vegetarian exception with no shrink credit. |
| RUR | All 14 Rural North stores. | Chicken Caesar Wrap 1; Turkey Club Sandwich 2; Hummus Veggie Wrap 1; Protein Snack Box 1. | 5 | 7 | 2 | Hummus Veggie Wrap | No Caprese route expansion. Remove Bowl/Egg/Cobb/Cranberry; retain 2.0 spare slots rather than add low-repeat product. |
Item Master
| Item Master | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Source: data/item_master_unit_economics.csv. Blue-font cells are source inputs. | |||||||||||||
| sku | item | status | vendor | role | diet_flag | shelf_life_days | case_pack | tray_slots_per_facing | retail_price | unit_cost | order_multiple_cases | first_available_date | current_core |
| GGS-84QJ | Chicken Caesar Wrap | Current | EatWell Foods | Core wrap | Meat | 3 | 12 | 1 | 5.99 | 2.38 | 1 | 45369 | Yes |
| GGS-2VWK | Turkey Club Sandwich | Current | EatWell Foods | Core sandwich | Meat | 3 | 10 | 1 | 6.49 | 2.64 | 1 | 45145 | Yes |
| GGS-9PQL | Southwest Chicken Bowl | Current | Urban Spoon | Bowl meal | Meat | 3 | 8 | 1.5 | 7.99 | 3.45 | 1 | 45544 | Yes |
| GGS-5MTC | Hummus Veggie Wrap | Current | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 8 | 1 | 6.29 | 2.75 | 1 | 45047 | No |
| GGS-7DNL | Cobb Salad | Current | FreshPack Deli | Salad meal | Meat | 3 | 6 | 1.5 | 8.49 | 3.72 | 1 | 45313 | No |
| GGS-1KFV | Egg Salad Croissant | Current | FreshPack Deli | Legacy sandwich | Egg vegetarian | 2 | 8 | 1 | 5.49 | 2.28 | 1 | 44725 | No |
| GGS-4HBP | Turkey Cranberry Sandwich | Current seasonal | EatWell Foods | Winter seasonal | Meat | 3 | 10 | 1 | 6.59 | 2.95 | 1 | 45957 | No |
| GGS-3RZA | Caprese Ciabatta | Candidate | GreenFork Kitchen | Vegetarian lunch | Vegetarian | 2 | 8 | 1 | 6.99 | 3.1 | 1 | 46197 | No |
| GGS-6BGH | Protein Snack Box | Candidate | Urban Spoon | Protein snack / light meal | Mixed protein | 5 | 10 | 1 | 6.79 | 2.94 | 1 | 46197 | No |
| GGS-8XUY | Spicy Tuna Sushi Roll | Candidate | Sakura Express | Sushi / novelty lunch | Fish | 1 | 12 | 1.5 | 9.99 | 4.3 | 1 | 46211 | No |
Capacity & Delivery
| Capacity & Delivery | ||||||
|---|---|---|---|---|---|---|
| Source: data/store_cluster_capacity.csv. Live July capacity only; no September tray project is used. | ||||||
| cluster_code | cluster_name | store_count | deliveries_per_week | tray_slots_available | extra_tray_project | notes |
| MET | Metro Core | 18 | 5 | 12 | Pending September lease-line change; not approved for July reset | Dense lunch traffic; daily prepared-food replenishment except Sunday. |
| COM | Commuter Suburban | 26 | 4 | 10 | No incremental tray capacity this reset | Office parks and commuter corridors; strongest weekday lunch. |
| CAM | Campus / Hospital | 11 | 5 | 10 | No incremental tray capacity this reset | Late lunch and evening snack missions; meatless options over-index. |
| HWY | Highway / Travel | 15 | 3 | 8 | No incremental tray capacity this reset | Fewer delivery touches; travel purchase pattern favors familiar sandwiches. |
| RUR | Rural North | 14 | 2 | 7 | No incremental tray capacity this reset | Long delivery gap and highest transfer cost; do not chase low-repeat novelty. |
Buyer Proposal
| Buyer Proposal | ||||||||
|---|---|---|---|---|---|---|---|---|
| Source: data/buyer_reset_proposal.csv. Supplier projections are retained for traceability but not used as demand evidence. | ||||||||
| proposal_date | cluster_code | cluster_name | sku | item | proposed_action | proposed_facings | buyer_comment | supplier_projection_units_per_store_week |
| 46185 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Keep | 2 | ||
| 46185 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Keep | 1 | ||
| 46185 | MET | Metro Core | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | ||
| 46185 | MET | Metro Core | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | Buyer proposal removes this to make room for the Caprese launch. | |
| 46185 | MET | Metro Core | GGS-7DNL | Cobb Salad | Keep | 1 | ||
| 46185 | MET | Metro Core | GGS-1KFV | Egg Salad Croissant | Remove | 0 | Rural DM says some regulars still ask for it. | |
| 46185 | MET | Metro Core | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | Highway stores asked to keep one slot from winter if space allows. | |
| 46185 | MET | Metro Core | GGS-3RZA | Caprese Ciabatta | Add | 1 | Use as the vegetarian trade-up and remove Hummus where possible. | 3.4 |
| 46185 | MET | Metro Core | GGS-6BGH | Protein Snack Box | Add | 2 | Merchant liked long code date and grab-and-go snack mission. | 4.8 |
| 46185 | MET | Metro Core | GGS-8XUY | Spicy Tuna Sushi Roll | Add | 2 | Vendor says sushi will reset the case image; use supplier traffic estimate where pilot is thin. | 5.1 |
| 46185 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Keep | 1 | ||
| 46185 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Keep | 2 | ||
| 46185 | COM | Commuter Suburban | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | ||
| 46185 | COM | Commuter Suburban | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | Buyer proposal removes this to make room for the Caprese launch. | |
| 46185 | COM | Commuter Suburban | GGS-7DNL | Cobb Salad | Keep | 1 | ||
| 46185 | COM | Commuter Suburban | GGS-1KFV | Egg Salad Croissant | Remove | 0 | Rural DM says some regulars still ask for it. | |
| 46185 | COM | Commuter Suburban | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | Highway stores asked to keep one slot from winter if space allows. | |
| 46185 | COM | Commuter Suburban | GGS-3RZA | Caprese Ciabatta | Add | 1 | Use as the vegetarian trade-up and remove Hummus where possible. | 3.2 |
| 46185 | COM | Commuter Suburban | GGS-6BGH | Protein Snack Box | Add | 2 | Merchant liked long code date and grab-and-go snack mission. | 4.5 |
| 46185 | COM | Commuter Suburban | GGS-8XUY | Spicy Tuna Sushi Roll | Add | 1 | Vendor says sushi will reset the case image; use supplier traffic estimate where pilot is thin. | 4.4 |
| 46185 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Keep | 2 | ||
| 46185 | CAM | Campus / Hospital | GGS-2VWK | Turkey Club Sandwich | Keep | 1 | ||
| 46185 | CAM | Campus / Hospital | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | ||
| 46185 | CAM | Campus / Hospital | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | Buyer proposal removes this to make room for the Caprese launch. | |
| 46185 | CAM | Campus / Hospital | GGS-7DNL | Cobb Salad | Keep | 1 | ||
| 46185 | CAM | Campus / Hospital | GGS-1KFV | Egg Salad Croissant | Remove | 0 | Rural DM says some regulars still ask for it. | |
| 46185 | CAM | Campus / Hospital | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | Highway stores asked to keep one slot from winter if space allows. | |
| 46185 | CAM | Campus / Hospital | GGS-3RZA | Caprese Ciabatta | Add | 1 | Use as the vegetarian trade-up and remove Hummus where possible. | 3.6 |
| 46185 | CAM | Campus / Hospital | GGS-6BGH | Protein Snack Box | Add | 2 | Merchant liked long code date and grab-and-go snack mission. | 5.4 |
| 46185 | CAM | Campus / Hospital | GGS-8XUY | Spicy Tuna Sushi Roll | Add | 1 | Vendor says sushi will reset the case image; use supplier traffic estimate where pilot is thin. | 4.8 |
| 46185 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Keep | 1 | ||
| 46185 | HWY | Highway / Travel | GGS-2VWK | Turkey Club Sandwich | Keep | 2 | ||
| 46185 | HWY | Highway / Travel | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | ||
| 46185 | HWY | Highway / Travel | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | Buyer proposal removes this to make room for the Caprese launch. | |
| 46185 | HWY | Highway / Travel | GGS-7DNL | Cobb Salad | Remove | 0 | ||
| 46185 | HWY | Highway / Travel | GGS-1KFV | Egg Salad Croissant | Remove | 0 | Rural DM says some regulars still ask for it. | |
| 46185 | HWY | Highway / Travel | GGS-4HBP | Turkey Cranberry Sandwich | Keep | 1 | Highway stores asked to keep one slot from winter if space allows. | |
| 46185 | HWY | Highway / Travel | GGS-3RZA | Caprese Ciabatta | Add | 1 | Use as the vegetarian trade-up and remove Hummus where possible. | 2.5 |
| 46185 | HWY | Highway / Travel | GGS-6BGH | Protein Snack Box | Add | 2 | Merchant liked long code date and grab-and-go snack mission. | 3.2 |
| 46185 | HWY | Highway / Travel | GGS-8XUY | Spicy Tuna Sushi Roll | Do not add | 0 | Vendor says sushi will reset the case image; use supplier traffic estimate where pilot is thin. | 0 |
| 46185 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Keep | 1 | ||
| 46185 | RUR | Rural North | GGS-2VWK | Turkey Club Sandwich | Keep | 2 | ||
| 46185 | RUR | Rural North | GGS-9PQL | Southwest Chicken Bowl | Keep | 1 | ||
| 46185 | RUR | Rural North | GGS-5MTC | Hummus Veggie Wrap | Remove | 0 | Buyer proposal removes this to make room for the Caprese launch. | |
| 46185 | RUR | Rural North | GGS-7DNL | Cobb Salad | Remove | 0 | ||
| 46185 | RUR | Rural North | GGS-1KFV | Egg Salad Croissant | Keep | 1 | Rural DM says some regulars still ask for it. | |
| 46185 | RUR | Rural North | GGS-4HBP | Turkey Cranberry Sandwich | Remove | 0 | Highway stores asked to keep one slot from winter if space allows. | |
| 46185 | RUR | Rural North | GGS-3RZA | Caprese Ciabatta | Do not add | 0 | Use as the vegetarian trade-up and remove Hummus where possible. | 0 |
| 46185 | RUR | Rural North | GGS-6BGH | Protein Snack Box | Add | 2 | Merchant liked long code date and grab-and-go snack mission. | 2.3 |
| 46185 | RUR | Rural North | GGS-8XUY | Spicy Tuna Sushi Roll | Do not add | 0 | Vendor says sushi will reset the case image; use supplier traffic estimate where pilot is thin. | 0 |
Weekly POS & Waste
| Weekly POS & Waste | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Source: data/weekly_pos_inventory_waste.csv, eight weeks ending May 25, 2026. This is the demand signal used in the model. | |||||||||||
| week_start | cluster_code | cluster_name | sku | item | range_type | stores_ranged | net_sales_units | waste_units | oos_store_days | receipts_units | ending_on_hand_units |
| 46118 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 99 | 5 | 5.2 | 102 | 26 |
| 46125 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 98 | 5 | 5.3 | 107 | 30 |
| 46132 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 97 | 5 | 6.7 | 105 | 33 |
| 46139 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 108 | 5 | 3 | 113 | 33 |
| 46146 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 88 | 5 | 2.4 | 93 | 33 |
| 46153 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 92 | 5 | 5.2 | 99 | 35 |
| 46160 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 96 | 5 | 4.7 | 103 | 37 |
| 46167 | MET | Metro Core | GGS-84QJ | Chicken Caesar Wrap | Current set | 18 | 114 | 6 | 3.5 | 123 | 40 |
| 46118 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 124 | 5 | 3.1 | 129 | 41 |
| 46125 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 144 | 6 | 3.8 | 149 | 40 |
| 46132 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 121 | 5 | 8.5 | 126 | 40 |
| 46139 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 125 | 5 | 3.3 | 127 | 37 |
| 46146 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 136 | 6 | 3.4 | 143 | 38 |
| 46153 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 117 | 5 | 2.7 | 126 | 42 |
| 46160 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 132 | 5 | 6.6 | 134 | 39 |
| 46167 | COM | Commuter Suburban | GGS-84QJ | Chicken Caesar Wrap | Current set | 26 | 126 | 5 | 5.2 | 132 | 40 |
| 46118 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 66 | 3 | 2.7 | 68 | 16 |
| 46125 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 79 | 3 | 1.9 | 84 | 18 |
| 46132 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 85 | 3 | 1.4 | 87 | 17 |
| 46139 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 72 | 3 | 1.4 | 78 | 20 |
| 46146 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 65 | 3 | 4 | 65 | 17 |
| 46153 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 74 | 3 | 1.2 | 80 | 20 |
| 46160 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 72 | 2 | 4.1 | 73 | 19 |
| 46167 | CAM | Campus / Hospital | GGS-84QJ | Chicken Caesar Wrap | Current set | 11 | 85 | 3 | 2.9 | 91 | 22 |
| 46118 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 65 | 3 | 3.6 | 65 | 21 |
| 46125 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 74 | 4 | 4.4 | 77 | 20 |
| 46132 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 63 | 3 | 3.5 | 67 | 21 |
| 46139 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 71 | 4 | 3 | 75 | 21 |
| 46146 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 67 | 3 | 5.5 | 73 | 24 |
| 46153 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 78 | 4 | 4.2 | 80 | 22 |
| 46160 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 73 | 4 | 3.5 | 74 | 19 |
| 46167 | HWY | Highway / Travel | GGS-84QJ | Chicken Caesar Wrap | Current set | 15 | 74 | 4 | 4.3 | 77 | 18 |
| 46118 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 55 | 3 | 3.1 | 60 | 24 |
| 46125 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 57 | 3 | 3.6 | 64 | 28 |
| 46132 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 54 | 3 | 5.4 | 57 | 28 |
| 46139 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 53 | 3 | 4.2 | 60 | 32 |
| 46146 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 51 | 3 | 4.4 | 56 | 34 |
| 46153 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 46 | 2 | 5.7 | 45 | 31 |
| 46160 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 47 | 3 | 5 | 50 | 31 |
| 46167 | RUR | Rural North | GGS-84QJ | Chicken Caesar Wrap | Current set | 14 | 50 | 3 | 5.7 | 51 | 29 |
| 46118 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 50 | 2 | 1.4 | 51 | 27 |
| 46125 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 56 | 2 | 1.3 | 55 | 24 |
| 46132 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 62 | 3 | 0.7 | 63 | 22 |
| 46139 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 51 | 2 | 0.8 | 50 | 19 |
| 46146 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 57 | 2 | 1.7 | 60 | 20 |
| 46153 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 62 | 3 | 1 | 65 | 20 |
| 46160 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 55 | 2 | 0.3 | 56 | 19 |
| 46167 | MET | Metro Core | GGS-2VWK | Turkey Club Sandwich | Current set | 18 | 52 | 2 | 0.7 | 52 | 17 |
| 46118 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 115 | 5 | 1.2 | 117 | 38 |
| 46125 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 119 | 5 | 1.6 | 123 | 37 |
| 46132 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 132 | 5 | 0.6 | 139 | 39 |
| 46139 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 103 | 4 | 2.4 | 108 | 40 |
| 46146 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 105 | 5 | 1.9 | 114 | 44 |
| 46153 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 127 | 5 | 0.4 | 132 | 44 |
| 46160 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 112 | 5 | 1.2 | 114 | 41 |
| 46167 | COM | Commuter Suburban | GGS-2VWK | Turkey Club Sandwich | Current set | 26 | 104 | 4 | 1.9 | 110 | 43 |
| 46118 | CAM | Campus / Hospital | GGS-2VWK | Turkey Club Sandwich | Current set | 11 | 34 | 2 | 0.7 | 33 | 14 |
User prompt → 46 turns · 35 tool calls → final responsecodex
1systemskills instructions · Skills A skill is a set of instructions provided through a SKILL.md source. Below is the list of s…
skills instructions
Skills
A skill is a set of instructions provided through a
SKILL.mdsource. Below is the list of skills that can be used. Each entry includes a name, description, and source locator.filelocators are on the host filesystem,executor packagelocators are owned by their execution environment,orchestrator packagelocators are opaque package identifiers, andcustom resourcelocators use their provider's access mechanism.Available skills
- imagegen: Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or transparent-background cutouts. Use when Codex should create a brand-new image, transform an existing image, or derive visual variants from references, and the output should be a bitmap asset rather than repo-native code or vector. Do not use when the task is better handled by editing existing SVG/vector/code-native assets, extending an established icon or logo system, or building the visual directly in HTML/CSS/canvas. (file: /tmp/codex-home/skills/.system/imagegen/SKILL.md)
- openai-docs: Use for Codex models/pricing, scheduled tasks, skills, settings, setup, troubleshooting, customization, automations, and self-knowledge—including 'you,' 'your,' 'this app,' or 'this coding agent' when they refer to Codex—and for OpenAI APIs/products and ChatGPT Work. Also use for model choice/migration, prompting, SDKs, Responses, Realtime, agents, evals, and Chat/Work/Codex comparisons. Do not use for generic app/software tasks that merely mention Codex. (file: /tmp/codex-home/skills/.system/openai-docs/SKILL.md)
- plugin-creator: Create and scaffold plugin directories for Codex with a required
.codex-plugin/plugin.json, optional plugin folders/files, valid manifest defaults, and personal-marketplace entries by default. Use when Codex needs to create a new personal plugin, add optional plugin structure, generate or update marketplace entries for plugi
… 3,403 more characters in the raw trajectory.
2systemYou are /root, the primary agent in a team of agents collaborating to fulfill the user's goals. At the start of your tur…
You are
/root, the primary agent in a team of agents collaborating to fulfill the user's goals.At the start of your turn, you are the active agent.
You can spawn sub-agents to handle subtasks, and those sub-agents can spawn their own sub-agents.
All agents in the team, including the agents that you can assign tasks to, are equally intelligent and capable, and have access to the same set of tools.You can use
spawn_agentto create a new agent,followup_taskto give an existing agent a new task and trigger a turn, andsend_messageto pass a message to a running agent without triggering a turn.
Child agents can also spawn their own sub-agents.
You can decide how much context you want to propagate to your sub-agents with thefork_turnsparameter.You will receive messages in the analysis channel in the form:
Message Type: MESSAGE | FINAL_ANSWER Task name: <recipient> Sender: <author> Payload: <payload text>They may be addressed as to=/root
Note that collaboration tools cannot be called from inside
functions.exec. Callspawn_agent,send_message,followup_task,wait_agent,interrupt_agent, andlist_agentsonly as direct tool calls using the recipient shown in their tool definitions, such asto=functions.collaboration.spawn_agent, since they are intentionally absent from thefunctions.exectools.*namespace. Available tools infunctions.execare explicitly described with atoolsnamespace in the developer message.All agents share the same directory. In detail:
- All agents have access to the same container and filesystem as you.
- All agents use the same current working directory.
- As a result, edits made by one agent are immediately visible to all other agents.
When calling
wait_agent, prefer longer waits (minutes) to avoid busy polling.There are 4 available concurrency slots, meaning that up to 4 agents can be active at once, including you.
Full-history forks (
fork_turnsomitted or"all") inherit the parent mod… 264 more characters in the raw trajectory.
3systemmulti agent mode · Any earlier instruction enabling proactive multi-agent delegation no longer applies. Do not spawn sub…
multi agent mode
Any earlier instruction enabling proactive multi-agent delegation no longer applies. Do not spawn sub-agents unless the user or applicable AGENTS.md/skill instructions explicitly ask for sub-agents, delegation, or parallel agent work.
4userenvironment context · /workspace bash 2026-08-20 Etc/UTC /workspace
environment context
- cwd
- /workspace
- shell
- bash
- current date
- 2026-08-20
- timezone
- Etc/UTC
- root
- /workspace
5userYou are a category planning analyst at Blue Mesa Market, an 84-store convenience/grocery retailer. The prepared-foods me…
You are a category planning analyst at Blue Mesa Market, an 84-store convenience/grocery retailer. The prepared-foods merchant has asked you to review a July reset proposal for the refrigerated grab-and-go case before it is released to Space Planning and field operations. The proposal came out of vendor line reviews and includes several new items, but the case is capacity-constrained and the first four weeks of the reset must work with the delivery network that is already signed.
Using the attached materials, decide which proposed item and cluster changes should be accepted, changed, or rejected for the first four weeks of the reset. Your recommendation should protect lunch traffic and gross profit while reducing avoidable shrink and avoiding store-level execution problems. The senior merchant needs a practical decision, not a theory memo: identify the highest-risk parts of the proposal, state the revised cluster-level assortment, and show the supporting economics and capacity reconciliation.
Work only from the attached materials. Treat the merchant handoff as authoritative for business rules and trust hierarchy. Treat internal sales, waste, and inventory records as the demand signal; do not rely on supplier projections or proposal comments as proof of demand. Treat signed vendor offer letters as authoritative for credits, route eligibility, and launch support. Do not invent additional case capacity, delivery days, vendor credits, or substitute items that are not in the files. Where the proposal conflicts with the handoff, internal records, or signed terms, explain the conflict and resolve it using the more authoritative source.
Produce the following deliverables in
/workspace/output/:grab_go_reset_memo.docx- a merchant-facing memo with the revised reset recommendation, the major proposal changes, business rationale, and execution risks.reset_decision_workbook.xlsx- a supporting workbook showing the cluster-level final decisions, item economics, pro
… 67 more characters in the raw trajectory.
6I’ll reconcile the proposal against the merchant handoff, internal performance records, and signed vendor terms, then de…
I’ll reconcile the proposal against the merchant handoff, internal performance records, and signed vendor terms, then deliver a practical first-four-week reset memo and decision workbook. I’m using the document and spreadsheet workflows because the requested outputs are
.docxand.xlsxfiles.7Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await Promise.all([ tools.exec_command({"cmd":"sed -n '1,240p' /root/.agents/skills/docx/SKILL.md","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":30000}), tools.exec_command({"cmd":"sed -n '1,260p' /root/.agents/skills/xlsx/SKILL.md","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":30000}) ]); text(r.map(x=>x.output).join("\n\n---XLSX SKILL---\n\n"));Output
Script completed Wall time 0.1 seconds Output: --- name: docx description: "Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation." license: Proprietary. LICENSE.txt has complete t
… 18,338 more characters of output in the raw trajectory.
8Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"wc -l /root/.agents/skills/docx/SKILL.md /root/.agents/skills/xlsx/SKILL.md && sed -n '241,520p' /root/.agents/skills/docx/SKILL.md && sed -n '261,620p' /root/.agents/skills/xlsx/SKILL.md","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":40000}); text(r.output);Output
Script completed Wall time 0.1 seconds Output: 590 /root/.agents/skills/docx/SKILL.md 291 /root/.agents/skills/xlsx/SKILL.md 881 total new Paragraph({ children: [new PageBreak()] }) // Or use pageBreakBefore new Paragraph({ pageBreakBefore: true, children: [new TextRun("New page")] }) ``` ### Hyperlinks ```javascript // External link new Paragraph({ children: [new ExternalHyperlink({ children: [new TextRun({ text: "Click here", style: "Hyperlink" })], link: "https://example.com", })] }) // Internal link (bookmark + reference) // 1. Create bookmark at destination new Paragraph({ heading: HeadingLevel.HEADING_1, children: [ new Bookmark({ id: "chapter1", children: [new TextRun("Chapter 1")] }), ]}) // 2. Link to it new Paragraph({ children: [new InternalHyperlink({ children: [new TextRun({ text: "See Chapter 1", style: "Hyperlink" })], anchor: "chapter1", })]})… 10,341 more characters of output in the raw trajectory.
9Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"sed -n '521,660p' /root/.agents/skills/docx/SKILL.md && sed -n '261,340p' /root/.agents/skills/xlsx/SKILL.md","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":20000}); text(r.output);Output
Script completed Wall time 0.1 seconds Output: ```xml <w:del w:author="Jane" w:id="5"> <w:r><w:delText>deleted text</w:delText></w:r> </w:del> <w:ins w:author="Claude" w:id="10"> <w:r><w:t>deleted text</w:t></w:r> </w:ins> ``` ### Comments After running `comment.py` (see Step 2), add markers to document.xml. For replies, use `--parent` flag and nest markers inside the parent's. **CRITICAL: `<w:commentRangeStart>` and `<w:commentRangeEnd>` are siblings of `<w:r>`, never inside `<w:r>`.** ```xml <!-- Comment markers are direct children of w:p, never inside w:r --> <w:commentRangeStart w:id="0"/> <w:del w:id="1" w:author="Claude" w:date="2025-01-01T00:00:00Z"> <w:r><w:delText>deleted</w:delText></w:r> </w:del> <w:r><w:t> more text</w:t></w:r> <w:commentRangeEnd w:id="0"/> <w:r><w:rPr><w:rStyle w:val="CommentReference"/></w:rPr><w:commentReference w:id="0"/></w:r> <!-- Comment 0 wit
… 2,813 more characters of output in the raw trajectory.
10exec1
Tool execution only — no assistant text
execconst r = await tools.update_plan({explanation:"I’ll first inventory and extract the source materials, then reconcile first-four-week decisions and economics, and finally build and validate both deliverables.",plan:[{step:"Inventory and extract attached materials",status:"in_progress"},{step:"Reconcile proposal against authoritative rules, internal demand, and signed terms",status:"pending"},{step:"Build and validate decision workbook",status:"pending"},{step:"Create and validate merchant memo",status:"pending"}]}); text(typeof r === "string" ? r : JSON.stringify
Arguments
const r = await tools.update_plan({explanation:"I’ll first inventory and extract the source materials, then reconcile first-four-week decisions and economics, and finally build and validate both deliverables.",plan:[{step:"Inventory and extract attached materials",status:"in_progress"},{step:"Reconcile proposal against authoritative rules, internal demand, and signed terms",status:"pending"},{step:"Build and validate decision workbook",status:"pending"},{step:"Create and validate merchant memo",status:"pending"}]}); text(typeof r === "string" ? r : JSON.stringify… 7 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 0.0 seconds Output: {}11Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"pwd && rg --files -g '!output/**' -g '!node_modules/**' | sed -n '1,240p'","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":30000}); text(r.output);Output
Script completed Wall time 0.3 seconds Output: /workspace data/weekly_pos_inventory_waste.csv data/store_cluster_capacity.csv data/signed_vendor_offer_letters.pdf data/merchant_handoff_prepared_foods.docx data/item_master_unit_economics.csv data/buyer_reset_proposal.csv
12I found six source files. The signed vendor terms are a PDF, so I’m also using the PDF workflow to extract its route, cr…
I found six source files. The signed vendor terms are a PDF, so I’m also using the PDF workflow to extract its route, credit, and launch-support terms accurately.
13Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"wc -l /root/.agents/skills/pdf/SKILL.md && sed -n '1,360p' /root/.agents/skills/pdf/SKILL.md","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":40000}); text(r.output);Output
Script completed Wall time 0.1 seconds Output: 314 /root/.agents/skills/pdf/SKILL.md --- name: pdf description: Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill. license: Proprietary. LICENSE.txt has complete terms --- # PDF Processing Guide ## Overview This guide covers essential PDF processing operations using Python libraries and command-line tools. For advanced features, JavaScript libraries, and detailed examples, see REFERENCE.md. If you need to fill out a PDF form, read FORMS.md and follow its instructions. ##
… 7,528 more characters of output in the raw trajectory.
14Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"mkdir -p /workspace/output /workspace/.work && file data/* && wc -l data/*.csv && pandoc data/merchant_handoff_prepared_foods.docx -t gfm -o .work/merchant_handoff.md && pdftotext -layout data/signed_vendor_offer_letters.pdf .work/vendor_letters.txt && sed -n '1,260p' .work/merchant_handoff.md && printf '\\n--- VENDOR LETTERS ---\\n' && sed -n '1,360p' .work/vendor_letters.txt","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":50000}); text(r.output);Output
Script completed Wall time 0.1 seconds Output: /bin/bash: line 1: file: command not found
15Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"mkdir -p /workspace/output /workspace/.work\nwc -l data/*.csv\npandoc data/merchant_handoff_prepared_foods.docx -t gfm -o .work/merchant_handoff.md\npdftotext -layout data/signed_vendor_offer_letters.pdf .work/vendor_letters.txt\nsed -n '1,280p' .work/merchant_handoff.md\nprintf '\\n--- VENDOR LETTERS ---\\n'\nsed -n '1,400p' .work/vendor_letters.txt","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":60000}); text(r.output);Output
Script completed Wall time 0.3 seconds Output: 51 data/buyer_reset_proposal.csv 11 data/item_master_unit_economics.csv 6 data/store_cluster_capacity.csv 369 data/weekly_pos_inventory_waste.csv 437 total /bin/bash: line 3: pandoc: command not found sed: can't read .work/merchant_handoff.md: No such file or directory --- VENDOR LETTERS --- 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 $0.40 per scanned unit on GGS-3RZA receipts dated July 13-August 9, capped at 5,500 scanned units. Shrink credit 30% credit on documented waste units for… 2,598 more characters of output in the raw trajectory.
16Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"command -v libreoffice || true\ncommand -v docx2txt || true\ncommand -v python\nrg --files /root /tmp/codex-home 2>/dev/null | rg '(^|/)unpack\\.py$|(^|/)validate\\.py$|(^|/)recalc\\.py$|soffice\\.py$' | sed -n '1,120p'\nunzip -l data/merchant_handoff_prepared_foods.docx | sed -n '1,120p'","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":20000}); text(r.output);Output
Script completed Wall time 0.1 seconds Output: /usr/bin/libreoffice /usr/local/bin/python /bin/bash: line 5: unzip: command not found
17Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"python - <<'PY'\nfrom docx import Document\npath='data/merchant_handoff_prepared_foods.docx'\ndoc=Document(path)\nfor i,p in enumerate(doc.paragraphs,1):\n text=p.text.strip()\n if text:\n print(f'P{i}: {text}')\nfor ti,t in enumerate(doc.tables,1):\n print(f'\\nTABLE {ti}')\n for row in t.rows:\n print(' | '.join(c.text.replace('\\n',' / ') for c in row.cells))\nPY","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":40000}); text(r.output);Output
Script completed Wall time 0.5 seconds Output: P1: Prepared Foods Reset Handoff P2: Blue Mesa Market - Q3 2026 refrigerated grab-and-go case P3: From: L. Moreno, Senior Merchant - Prepared Foods P4: To: Category Planning / Space Planning P5: Date: June 10, 2026 P6: Context: The July reset has to protect lunch traffic while taking shrink dollars out of the case. The buyer proposal was assembled after vendor line reviews, but it has not been reconciled to current tray capacity, delivery cadence, or the signed trade terms. Stores are already flagging that the case is hard to recover after the noon rush, so the final call needs to be operationally boring even if the vendor story is exciting. P7: Decision rules for this reset P8: 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. P9: Treat
… 2,545 more characters of output in the raw trajectory.
18Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"python - <<'PY'\nimport pandas as pd\nfrom pathlib import Path\nfor name in ['item_master_unit_economics.csv','store_cluster_capacity.csv','buyer_reset_proposal.csv']:\n print('\\n###',name)\n df=pd.read_csv(Path('data')/name)\n print('columns:',list(df.columns))\n print(df.to_string(index=False))\nPY","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":50000}); text(r.output);Output
Script completed Wall time 1.6 seconds Output: ### item_master_unit_economics.csv columns: ['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'] 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… 16,738 more characters of output in the raw trajectory.
19Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"python - <<'PY'\nimport pandas as pd\np='data/weekly_pos_inventory_waste.csv'\ndf=pd.read_csv(p)\nprint('columns:',list(df.columns))\nprint('shape:',df.shape)\nprint('\\nfirst 30:')\nprint(df.head(30).to_string(index=False))\nprint('\\nunique counts:')\nfor c in df.columns:\n print(c,df[c].nunique(),sorted(map(str,df[c].dropna().unique()))[:30])\nPY","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":50000}); text(r.output);Output
Script completed Wall time 1.1 seconds Output: columns: ['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'] shape: (368, 12) first 30: 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
… 6,757 more characters of output in the raw trajectory.
20Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"python - <<'PY'\nimport pandas as pd\npd.set_option('display.max_rows',500)\ndf=pd.read_csv('data/weekly_pos_inventory_waste.csv')\nagg=(df.groupby(['range_type','sku','item','cluster_code','cluster_name','stores_ranged'],as_index=False)\n .agg(weeks=('week_start','nunique'),sales=('net_sales_units','sum'),waste=('waste_units','sum'),oos_days=('oos_store_days','sum'),receipts=('receipts_units','sum'),ending_oh=('ending_on_hand_units','mean')))\nagg['sales/store/wk']=agg.sales/(agg.stores_ranged*agg.weeks)\nagg['waste % sellab… 479 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 1.1 seconds Output: range_type sku item cluster_code cluster_name stores_ranged weeks sales waste oos_days receipts ending_oh sales/store/wk waste % sellable waste % receipts oos days/store/wk Controlled pilot GGS-3RZA Caprese Ciabatta CAM Campus / Hospital 5 8 132 9 1.7 153 12.2 3.30 6.4% 5.9% 0.04 Controlled pilot GGS-3RZA Caprese Ciabatta COM Commuter Suburban 8 8 117 23 3.3 142 12.5 1.83 16.4% 16.2% 0.05 Controlled pilot GGS-3RZA Caprese Ciabatta MET Metro Core 9 8 228 21 3.8 256 15.4 3.17 8.4% 8.2% 0.05 Controlled pi… 9,321 more characters of output in the raw trajectory.
21Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"rg --files / 2>/dev/null | rg '/(recalc\\.py|validate\\.py|unpack\\.py|soffice\\.py)$' | sed -n '1,160p'","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":30000}); text(r.output);Output
Script completed Wall time 0.8 seconds Output: /harbor/skills/xlsx/scripts/recalc.py /harbor/skills/xlsx/scripts/office/validate.py /harbor/skills/xlsx/scripts/office/unpack.py /harbor/skills/xlsx/scripts/office/soffice.py /harbor/skills/docx/scripts/office/validate.py /harbor/skills/docx/scripts/office/unpack.py /harbor/skills/docx/scripts/office/soffice.py /usr/local/lib/python3.11/wsgiref/validate.py /usr/lib/python3.13/wsgiref/validate.py /usr/local/lib/python3.11/site-packages/wheel/_commands/unpack.py /usr/local/lib/python3.11/site-packages/setuptools/_vendor/wheel/cli/unpack.py
22Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"node -e \"console.log(require.resolve('docx'))\"","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":10000}); text(r.output);Output
Script completed Wall time 0.1 seconds Output: node:internal/modules/cjs/loader:1433 throw err; ^ Error: Cannot find module 'docx' Require stack: - /workspace/[eval] at Function._resolveFilename (node:internal/modules/cjs/loader:1430:15) at Function.resolve (node:internal/modules/helpers:157:19) at [eval]:1:21 at runScriptInThisContext (node:internal/vm:209:10) at node:internal/process/execution:446:12 at [eval]-wrapper:6:24 at runScriptInContext (node:internal/process/execution:444:60) at evalFunction (node:internal/process/execution:279:30) at evalTypeScript (node:internal/process/execution:291:3) at node:internal/main/eval_string:74:3 { code: 'MODULE_NOT_FOUND', requireStack: [ '/workspace/[eval]' ] } Node.js v22.23.223Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"python - <<'PY'\nimport pandas as pd\npd.set_option('display.max_columns', None)\npos=pd.read_csv('data/weekly_pos_inventory_waste.csv')\nmaster=pd.read_csv('data/item_master_unit_economics.csv')\ncap=pd.read_csv('data/store_cluster_capacity.csv').set_index('cluster_code')\n# Final first-4-week item/facings. sushi shown separately and excluded from all-MET weighted totals.\nfinal={\n'MET': {'GGS-84QJ':2,'GGS-2VWK':1,'GGS-9PQL':1,'GGS-7DNL':1,'GGS-3RZA':1,'GGS-6BGH':2,'GGS-8XUY':1},\n'COM': {'GGS-84QJ':2,'GGS-2VWK':1,'GGS-9PQL':1,… 3,543 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 1.1 seconds Output: FINAL ECONOMICS BY CLUSTER / SKU (sushi extrapolated to all MET only for visibility; should be excluded from total due M-11 scope) cluster sku
… 30,915 more characters of output in the raw trajectory.
24Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"python - <<'PY'\n# compact core points plus rejected item economics\nimport pandas as pd\npos=pd.read_csv('data/weekly_pos_inventory_waste.csv')\nmaster=pd.read_csv('data/item_master_unit_economics.csv')\nterms={}\n# performance economics $ / store week for each cluster sku with eligible signed first-4-week support, as relevant possible routes\nagg=pos.groupby(['cluster_code','sku'],as_index=False).agg(stores=('stores_ranged','first'),weeks=('week_start','nunique'),sales=('net_sales_units','sum'),waste=('waste_units','sum'),oos=('o… 1,334 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 1.1 seconds Output: cluster_code sku item sales_pw waste_pw waste_pct oos_pw gp_pw shelf_life_days tray_slots_per_facing CAM GGS-1KFV Egg Salad Croissant 1.57 0.36 18.8% 0.05 4.20 2 1.0 CAM GGS-2VWK Turkey Club Sandwich 3.48 0.19 5.3% 0.05 12.88 3 1.0 CAM GGS-3RZA Caprese Ciabatta 3.30 0.23 6.4% 0.04 13.67 2 1.0 CAM GGS-4HBP Turkey Cranberry Sandwich 0.69 0.20 22.8% 0.05 1.92 3 1.0 CAM GGS-5MTC Hummus Veggie Wrap 3.10 0.24 7.1% 0.04 10.52 2 1.0 CAM GGS-6BGH Protein Snack Box 5.60 0.20 3.4% 0.24 22.93… 5,232 more characters of output in the raw trajectory.
25Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"python - <<'PY'\nimport pandas as pd\np=pd.read_csv('data/buyer_reset_proposal.csv')\nm=pd.read_csv('data/item_master_unit_economics.csv')[['sku','tray_slots_per_facing']]\nc=pd.read_csv('data/store_cluster_capacity.csv')[['cluster_code','cluster_name','tray_slots_available']]\nx=p.merge(m,on='sku')\nx['slots']=x.proposed_facings*x.tray_slots_per_facing\nprint(x.groupby(['cluster_code','cluster_name'],as_index=False).agg(proposed_slots=('slots','sum')).merge(c,on=['cluster_code','cluster_name']).assign(variance=lambda d:d.proposed_… 320 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 1.0 seconds Output: cluster_code cluster_name proposed_slots tray_slots_available variance CAM Campus / Hospital 10.5 10.0 0.5 COM Commuter Suburban 10.5 10.0 0.5 HWY Highway / Travel 8.5 8.0 0.5 MET Metro Core 12.0 12.0 0.0 RUR Rural North 7.5 7.0 0.5 Details: cluster_code sku item proposed_action proposed_facings tray_slots_per_facing slots MET GGS-84QJ Chicken Caesar Wrap Keep 2 1.0 2.0 MET GGS-2VWK Turkey Club Sandwich Keep 1 1.0 1.0 MET GGS-9PQL Southwest Chicken Bowl… 5,377 more characters of output in the raw trajectory.
26The proposal is capacity-infeasible in four clusters: COM, CAM, HWY, and RUR each exceed live capacity by 0.5 tray slots…
The proposal is capacity-infeasible in four clusters: COM, CAM, HWY, and RUR each exceed live capacity by 0.5 tray slots. The larger issues are route-ineligible sushi outside Metro M‑11, route-ineligible Caprese in Highway/Rural, and low-repeat legacy/seasonal carryovers.
27exec1
Tool execution only — no assistant text
execconst r = await tools.update_plan({explanation:"Source extraction is complete. I have reconciled proposal conflicts against the merchant rules, internal eight-week performance, capacity, and signed vendor terms; I’m now building the decision model and final deliverables.",plan:[{step:"Inventory and extract attached materials",status:"completed"},{step:"Reconcile proposal against authoritative rules, internal demand, and signed terms",status:"in_progress"},{step:"Build and validate decision workbook",status:"pending"},{step:"Create and validate merchant memo",status:"
Arguments
const r = await tools.update_plan({explanation:"Source extraction is complete. I have reconciled proposal conflicts against the merchant rules, internal eight-week performance, capacity, and signed vendor terms; I’m now building the decision model and final deliverables.",plan:[{step:"Inventory and extract attached materials",status:"completed"},{step:"Reconcile proposal against authoritative rules, internal demand, and signed terms",status:"in_progress"},{step:"Build and validate decision workbook",status:"pending"},{step:"Create and validate merchant memo",status:"… 72 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 0.0 seconds Output: {}28exec1
Tool execution only — no assistant text
execconst patch = "*** Begin Patch\n*** Add File: /workspace/.work/generate_workbook.py\n+from pathlib import Path\n+import pandas as pd\n+from openpyxl import Workbook\n+from openpyxl.styles import Font, PatternFill, Border, Side, Alignment\n+from openpyxl.comments import Comment\n+from openpyxl.formatting.rule import CellIsRule, FormulaRule\n+from openpyxl.utils import get_column_letter\n+\n+\n+ROOT = Path('/workspace')\n+DATA = ROOT / 'data'\n+OUT = ROOT / 'output' / 'reset_decision_workbook.xlsx'\n+\n+NAVY = '1F4E78'\n+MID_BLUE = '5B9BD5'\n+PALE_BLUE = 'D9EAF7'\n+P
Arguments
const patch = "*** Begin Patch\n*** Add File: /workspace/.work/generate_workbook.py\n+from pathlib import Path\n+import pandas as pd\n+from openpyxl import Workbook\n+from openpyxl.styles import Font, PatternFill, Border, Side, Alignment\n+from openpyxl.comments import Comment\n+from openpyxl.formatting.rule import CellIsRule, FormulaRule\n+from openpyxl.utils import get_column_letter\n+\n+\n+ROOT = Path('/workspace')\n+DATA = ROOT / 'data'\n+OUT = ROOT / 'output' / 'reset_decision_workbook.xlsx'\n+\n+NAVY = '1F4E78'\n+MID_BLUE = '5B9BD5'\n+PALE_BLUE = 'D9EAF7'\n+P… 53,191 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 0.0 seconds Output: {}29Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"python .work/generate_workbook.py","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":30000}); text(r.output);Output
Script completed Wall time 2.6 seconds Output: /workspace/output/reset_decision_workbook.xlsx
30Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"python /harbor/skills/xlsx/scripts/recalc.py output/reset_decision_workbook.xlsx 60","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":30000}); text(r.output);Output
Script completed Wall time 4.4 seconds Output: status: success total_errors: 0 error_summary: {} total_formulas: 150231Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"python - <<'PY'\nfrom openpyxl import load_workbook\np='output/reset_decision_workbook.xlsx'\nwb=load_workbook(p,data_only=True)\nfor s in ['Executive Summary','Capacity Check','Final Assortment']:\n ws=wb[s]\n print('\\n###',s)\n for row in ws.iter_rows(min_row=1,max_row=min(ws.max_row,35),values_only=True):\n if any(v is not None for v in row): print(row[:12])\nPY","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":50000}); text(r.output);Output
Script completed Wall time 0.7 seconds Output: ### Executive Summary ('Blue Mesa Market | Refrigerated Grab-and-Go July Reset Decision', None, None, None, None, None, None, None, None) ('Recommendation: approve a changed four-week reset, not the buyer proposal as submitted. Protect core lunch winners, carry only signed-route launches, retain one credible vegetarian lunch option in every cluster, and leave nonproductive capacity open.', None, None, None, None, None, None, None, None) ('Decision at a glance', None, None, None, None, None, None, None, None) ('Metric', 'Value', 'Meaning', None, None, None, None, None, None) ('Proposal rows accepted', 35, 'Rows carried exactly as proposed.', None, None, None, None, None, None) ('Proposal rows changed', 5, 'Facing or scope changed, while retaining the underlying intent where justified.', None, None, None, None, None, None) ('Proposal rows rejected', 10, 'Proposa… 6,617 more characters of output in the raw trajectory.
32The decision model now clears capacity in every cluster and keeps a vegetarian lunch option everywhere. I’m building the…
The decision model now clears capacity in every cluster and keeps a vegetarian lunch option everywhere. I’m building the merchant memo from the same reconciled figures, including the Metro M‑11-only sushi release condition and the internal-run-rate economics.
33Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"npm install -g docx","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":30000}); text(r.output);Output
Script completed Wall time 1.8 seconds Output: added 22 packages in 2s 1 package is looking for funding run `npm fund` for details
34Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"node -e \"console.log(require.resolve('docx'))\"","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":10000}); text(r.output);Output
Script completed Wall time 0.1 seconds Output: node:internal/modules/cjs/loader:1433 throw err; ^ Error: Cannot find module 'docx' Require stack: - /workspace/[eval] at Function._resolveFilename (node:internal/modules/cjs/loader:1430:15) at Function.resolve (node:internal/modules/helpers:157:19) at [eval]:1:21 at runScriptInThisContext (node:internal/vm:209:10) at node:internal/process/execution:446:12 at [eval]-wrapper:6:24 at runScriptInContext (node:internal/process/execution:444:60) at evalFunction (node:internal/process/execution:279:30) at evalTypeScript (node:internal/process/execution:291:3) at node:internal/main/eval_string:74:3 { code: 'MODULE_NOT_FOUND', requireStack: [ '/workspace/[eval]' ] } Node.js v22.23.235Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"npm root -g","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":10000}); text(r.output);Output
Script completed Wall time 0.2 seconds Output: /root/.nvm/versions/node/v22.23.2/lib/node_modules
36exec1
Tool execution only — no assistant text
execconst patch = "*** Begin Patch\n*** Add File: /workspace/.work/generate_memo.js\n+const fs = require('fs');\n+const {\n+ Document, Packer, Paragraph, TextRun, Table, TableRow, TableCell,\n+ WidthType, BorderStyle, ShadingType, AlignmentType, VerticalAlign,\n+ Header, Footer, PageNumber, PageBreak, LevelFormat, HeadingLevel,\n+} = require('/root/.nvm/versions/node/v22.23.2/lib/node_modules/docx');\n+\n+const out = '/workspace/output/grab_go_reset_memo.docx';\n+const NAVY = '1F4E78';\n+const BLUE = '5B9BD5';\n+const LIGHT_BLUE = 'D9EAF7';\n+const LIGHT_GREEN = 'E2F0D9'
Arguments
const patch = "*** Begin Patch\n*** Add File: /workspace/.work/generate_memo.js\n+const fs = require('fs');\n+const {\n+ Document, Packer, Paragraph, TextRun, Table, TableRow, TableCell,\n+ WidthType, BorderStyle, ShadingType, AlignmentType, VerticalAlign,\n+ Header, Footer, PageNumber, PageBreak, LevelFormat, HeadingLevel,\n+} = require('/root/.nvm/versions/node/v22.23.2/lib/node_modules/docx');\n+\n+const out = '/workspace/output/grab_go_reset_memo.docx';\n+const NAVY = '1F4E78';\n+const BLUE = '5B9BD5';\n+const LIGHT_BLUE = 'D9EAF7';\n+const LIGHT_GREEN = 'E2F0D9'… 15,314 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 0.0 seconds Output: {}37Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"node .work/generate_memo.js","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":30000}); text(r.output);Output
Script completed Wall time 0.3 seconds Output: /workspace/output/grab_go_reset_memo.docx
38Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"python /harbor/skills/docx/scripts/office/validate.py output/grab_go_reset_memo.docx","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":30000}); text(r.output);Output
Script completed Wall time 1.4 seconds Output: Paragraphs: 0 → 143 (+143) All validations PASSED!
39Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"python /harbor/skills/docx/scripts/office/soffice.py --headless --convert-to pdf --outdir .work output/grab_go_reset_memo.docx\npdfinfo .work/grab_go_reset_memo.pdf | sed -n '1,80p'\npdftoppm -jpeg -r 120 .work/grab_go_reset_memo.pdf .work/memo_page\nls -lh .work/memo_page-*.jpg","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":30000}); text(r.output);Output
Script completed Wall time 1.3 seconds Output: Warning: failed to launch javaldx - java may not function correctly convert /workspace/output/grab_go_reset_memo.docx as a Writer document -> /workspace/.work/grab_go_reset_memo.pdf using filter : writer_pdf_Export Title: July Refrigerated Grab-and-Go Reset — First Four Weeks Author: Blue Mesa Market Category Planning Creator: Writer Producer: LibreOffice 25.2.3.2 (X86_64) / LibreOffice Community CreationDate: Thu Aug 20 01:57:30 2026 UTC Custom Metadata: no Metadata Stream: yes Tagged: yes UserProperties: no Suspects: no Form: none JavaScript: no Pages: 3 Encrypted: no Page size: 612 x 792 pts (letter) Page rot: 0 File size: 107417 bytes Optimized: no PDF version: 1.7 -rw-r--r-- 1 root root 212K Aug 20 01:57 .work/memo_page-1.jpg -rw
… 128 more characters of output in the raw trajectory.
40exec1
Tool execution only — no assistant text
execconst r = await Promise.all([ tools.view_image({"path":"/workspace/.work/memo_page-1.jpg","detail":"high"}), tools.view_image({"path":"/workspace/.work/memo_page-2.jpg","detail":"high"}), tools.view_image({"path":"/workspace/.work/memo_page-3.jpg","detail":"high"}) ]); for (const x of r) image(x.image_url, x.detail);
Arguments
const r = await Promise.all([ tools.view_image({"path":"/workspace/.work/memo_page-1.jpg","detail":"high"}), tools.view_image({"path":"/workspace/.work/memo_page-2.jpg","detail":"high"}), tools.view_image({"path":"/workspace/.work/memo_page-3.jpg","detail":"high"}) ]); for (const x of r) image(x.image_url, x.detail);Output
Script completed Wall time 0.1 seconds Output:
… 781,159 more characters of output in the raw trajectory.
41Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"ls -lh output\npython - <<'PY'\nfrom openpyxl import load_workbook\np='output/reset_decision_workbook.xlsx'\nwb=load_workbook(p, data_only=False)\nprint('Sheets:', wb.sheetnames)\nfor ws in wb.worksheets:\n print(ws.title, ws.max_row, ws.max_column)\nPY","workdir":"/workspace","yield_time_ms":10000,"max_output_tokens":30000}); text(r.output);Output
Script completed Wall time 0.8 seconds Output: total 100K -rw-r--r-- 1 root root 16K Aug 20 01:57 grab_go_reset_memo.docx -rw-r--r-- 1 root root 81K Aug 20 01:56 reset_decision_workbook.xlsx Sheets: ['Executive Summary', 'Proposal Reconciliation', 'Capacity Check', 'Item Economics', 'Signed Terms', 'Final Assortment', 'Item Master', 'Capacity & Delivery', 'Buyer Proposal', 'Weekly POS & Waste'] Executive Summary 34 9 Proposal Reconciliation 54 20 Capacity Check 11 14 Item Economics 50 29 Signed Terms 8 8 Final Assortment 9 8 Item Master 14 14 Capacity & Delivery 9 7 Buyer Proposal 54 9 Weekly POS & Waste 372 12
42exec1
Tool execution only — no assistant text
execconst patch = "*** Begin Patch\n*** Update File: /workspace/.work/generate_memo.js\n@@\n- ['Capacity', 'Correct four 0.5-slot proposal overages. Final planograms fit every cluster with full facings only; 7.0 tray slots are intentionally left open across the estate.'],\n+ ['Capacity', 'Correct four 0.5-slot proposal overages. Final planograms fit every cluster with full facings only; 7.0 tray slots are intentionally left open across the five cluster planograms.'],\n*** End Patch"; const r = await tools.apply_patch(patch); text(typeof r === "string" ? r : J
Arguments
const patch = "*** Begin Patch\n*** Update File: /workspace/.work/generate_memo.js\n@@\n- ['Capacity', 'Correct four 0.5-slot proposal overages. Final planograms fit every cluster with full facings only; 7.0 tray slots are intentionally left open across the estate.'],\n+ ['Capacity', 'Correct four 0.5-slot proposal overages. Final planograms fit every cluster with full facings only; 7.0 tray slots are intentionally left open across the five cluster planograms.'],\n*** End Patch"; const r = await tools.apply_patch(patch); text(typeof r === "string" ? r : J
… 20 more characters of arguments in the raw trajectory.
Output
Script completed Wall time 0.0 seconds Output: {}43Shell1
Tool execution only — no assistant text
Shellvia exec
Arguments
const r = await tools.exec_command({"cmd":"node .work/generate_memo.js\npython /harbor/skills/docx/scripts/office/validate.py output/grab_go_reset_memo.docx","workdir":"/workspace","yield_time_ms":30000,"max_output_tokens":30000}); text(r.output);Output
Script completed Wall time 1.5 seconds Output: /workspace/output/grab_go_reset_memo.docx Paragraphs: 0 → 143 (+143) All validations PASSED!
44Both deliverables are complete and validated. The workbook has no formula errors after recalculation, and the memo is a…
Both deliverables are complete and validated. The workbook has no formula errors after recalculation, and the memo is a three-page merchant-ready decision brief with the capacity and economics reconciled to the source hierarchy.
45exec1
Tool execution only — no assistant text
execconst r = await tools.update_plan({explanation:"Reconciliation, workbook build, memo build, and validation are complete.",plan:[{step:"Inventory and extract attached materials",status:"completed"},{step:"Reconcile proposal against authoritative rules, internal demand, and signed terms",status:"completed"},{step:"Build and validate decision workbook",status:"completed"},{step:"Create and validate merchant memo",status:"completed"}]}); text(typeof r === "string" ? r : JSON.stringify(r));
Arguments
const r = await tools.update_plan({explanation:"Reconciliation, workbook build, memo build, and validation are complete.",plan:[{step:"Inventory and extract attached materials",status:"completed"},{step:"Reconcile proposal against authoritative rules, internal demand, and signed terms",status:"completed"},{step:"Build and validate decision workbook",status:"completed"},{step:"Create and validate merchant memo",status:"completed"}]}); text(typeof r === "string" ? r : JSON.stringify(r));Output
Script completed Wall time 0.0 seconds Output: {}46Completed and validated. - [Merchant reset memo](/workspace/output/grab_go_reset_memo.docx) - [Supporting decision workb…
Completed and validated.
- Merchant reset memo
- Supporting decision workbook
Key outcome: the revised plan clears all live capacity limits, limits Sushi to signed Metro M‑11 stores, accepts Caprese only in Metro/Campus, retains Hummus where needed for vegetarian coverage, and removes weak legacy/seasonal items. Workbook recalculation found zero formula errors.
4 failure modes across 6 verifier failures
1Allocation or Selection Plan IncorrectView on Failure Modes ↗Reasoning and Computation2 failures
Description
After eligibility is established, does the artifact assign a scarce resource, facing, shelf position, assortment item, or appointment slot to the wrong recipient or produce the wrong required final set?
Failure evidence · per affected verifier
The memo's cluster-level final facings and slot totals consistently differ from the required exact values for Metro, Highway, and Rural North.
The workbook's final facing counts for Chicken Caesar Wrap, Southwest Chicken Bowl, and the other graded SKUs consistently differ from the required per-cluster values.
2Quantity, Cost, Capacity, or Rate Calculation WrongView on Failure Modes ↗Reasoning and Computation2 failures
Description
With the correct source rows and eligibility decisions available, is a required order quantity, excess, cost, credit, capacity, production-mix value, threshold flag, or weighted rate calculated incorrectly?
Failure evidence · per affected verifier
The memo correctly argues for leaving some capacity open rather than force-filling weak items, but the specific Highway and Rural North open-slot numbers do not match the required 7.5/8.0 and 6.0/7.0 values.
The workbook correctly shows live capacity and the buyer-proposal overages, but the final reconciled tray-slot totals per cluster do not match the required final values.
3Eligibility 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.
4Required Rationale or Authority Statement OmittedView on Failure Modes ↗Presentation and Communication1 failure
Description
Is the underlying decision correct or substantially present, but the memo fails to state a required rule hierarchy, source-governance principle, item-specific reason, signed-term basis, or operating condition?
Failure evidence · per affected verifier
The memo protects Chicken Caesar Wrap and gives Protein Snack Box launch space but never states the full required rationale together: OOS pressure for Caesar, and pilot performance, low waste, code date, and scan credit for Protein Snack Box.