task_111Manufacturing
All trialsClaude Opus 5claude-codeTrial 04
Trial reward
Claude Opus 5Fail
Trial 04 — 2nd of 4 by reward score. This model averages 87% across 4 trials on this task.
- 13/15Core verifiers passed
- 14/16All verifiers passed
- 2Core failed
- 150Turns
- 81Tool calls
- $12.45Cost
- 45.7mTime
- 144kOutput tokens
Missed 2 of 15 core — traceability and escalation_language.
core (15)
usable_quantityLLMPass
Why it mattersCoverage must be assessed on usable yield-adjusted quantity net of allocations, and the original attempt's central risk is treating gross or physically-present pounds as usable.
How to passChecks that the analysis workbook reports usable on-hand quantity using the formula (On Hand - Allocated) x Yield Factor for inventory lots rather than gross on-hand pounds.
Reads
country_of_originLLMPass
Why it mattersCountry-of-origin restrictions are binding contractual constraints, and the cheapest/fastest options for several critical lines are non-qualifying-origin material that must not be selected.
How to passChecks that material melted in China or Russia is excluded for the DFARS programs (Raven, Sable) and the CUST-EU programs (Meridian, Tundra) regardless of price or certificate quality.
Reads
cert_traceabilityLLMPass
Why it mattersEN 10204 3.1/3.2 certification and full traceability are minimum eligibility gates, and the original attempt risks accepting C-of-C or non-traceable material that is physically attractive.
How to passChecks that Certificate-of-Conformance-only lots/quotes and partial-traceability lots are excluded from certified-production coverage.
Reads
source_hold_statusLLMPass
Why it mattersApproved-source status and hold status are hard eligibility gates, and otherwise-attractive USA-origin material from these sources must not be planned against requirements.
How to passChecks that sources in Suspended, Conditional, or Not Approved status, and material under an open quality/MRB or receiving-inspection hold, are excluded from new commitments.
Reads
substitution_policyLLMPass
Why it mattersThe substitution policy is exhaustive and prohibits interchange (e.g., T651 vs T7351, /11 vs /12, bar vs plate vs extrusion), so a model must not silently treat near-match material as covering a callout.
How to passChecks that no alloy, temper/condition, product-form, or specification sub-spec substitution is applied beyond same-spec oversize/remnant cutdown.
Reads
allocation_priorityLLMPass
Why it mattersProgram-priority allocation is an explicit contention rule, and getting it wrong misassigns scarce compliant stock between competing programs.
How to passChecks that contested inventory lots usable by more than one requirement are allocated to the higher-priority (lower rank number) program first, with lower-priority shortfalls flowing to new purchase.
Reads
lead_time_feasibilityLLMPass
Why it mattersLead-time feasibility is an explicit gate, and the original attempt risks counting a compliant quote that docks on or after need-by as resolving a requirement on schedule.
How to passChecks that a supplier quote is treated as feasible only when its quoted dock/receipt date precedes the requirement need-by date.
Reads
requirement_coverageLLMPass
Why it mattersRequirement-level coverage classification is the core analytical output the task asks for and must be complete across all demand lines.
How to passChecks that the workbook classifies each of the 26 requirements into a coverage disposition (covered from compliant inventory, partial inventory plus buy, or full new purchase) at the requirement-ID level.
Reads
traceabilityLLMFail
Why it mattersRequirement-level traceability is an explicit auditability obligation and is exactly where a weaker solution omits the why-rejected evidence chain.
How to passChecks that for each at-risk requirement the workbook records the selected inventory lot(s) with usable quantity, the rejected lots with reasons, the selected quote, the rejected quote alternatives with reasons, the residual after inventory, and the resulting purchase quantity and cost.
Reads
Failure mode Decision Audit Trail Fragmented or Incomplete
Why it failedSelected lots, rejected alternatives, selected and rejected quotes, and purchase cost for an at-risk requirement each live on a different sheet instead of one joined view.
Justification
The needed audit elements are present, but they are split across multiple sheets rather than one per-requirement view: selected lots/pounds are in Sheet 6, rejected callout-matching lots with reasons in Sheet 5, residual shortfalls in Sheet 3, and selected/alternative quotes plus PO qty/cost in Sheets 8–9. Sheet 8 also combines some requirements on single PO lines (e.g., REQ-H4A2/REQ-B6N3), so the rubric’s required single requirement-level view is not evidenced.
residual_vs_moqLLMPass
Why it mattersConflating need with MOQ-inflated buy quantity was a defect in the earlier attempt and obscures both true demand and committed spend.
How to passChecks that requirement residual quantity is reported separately from the minimum-order-quantity-adjusted purchase quantity, with the excess identified.
Reads
cost_reconciliationLLMPass
Why it mattersA reconciled, self-consistent committed total was an explicit fix from the earlier attempt, where the memo and PO tab disagreed on the headline figure and shared lines risked double-charging.
How to passChecks that the workbook presents a single authoritative total committed new-buy cost with no conflicting totals and a cost chain that reconciles, with shared quote lines not double-counted.
Reads
escalation_languageLLMFail
Why it mattersClarifying escalation language so that 'every requirement has a feasible path' is not conflated with quality holds awaiting action was an explicit obligation from the earlier revision.
How to passChecks that the memo states there is no hard sourcing dead-end while separately listing quality/MRB/process escalations.
Reads
Failure mode Escalation or Tradeoff Communication Incomplete
Why it failedThe memo never cleanly pairs the required no-hard-sourcing-dead-end assertion with a separately listed set of quality or process escalations, either because a genuine shortfall remains unstated as such or because the two kinds of issue are conflated.
Justification
The memo does separate sourcing from process/quality escalations (it separately calls out the MRB-held 15-5PH lot, the receiving-inspection-held 17-4PH lot, and tentative MRP lines), but it does not clearly establish that every requirement has a compliant, schedule-feasible path. For REQ-L8Q4 it says the only compliant quote docks two days before need-by and that "ENG-MSP Section 6 requires margin, and two days is not margin," so not all requirements are presented as having a hard-feasible sourcing path. It also does not list a distinct Halcyon 4340-6359 origin-preference resolution.
memo_recommendationLLMPass
Why it mattersThe task's core decision principle is distinguishing usable material from merely cheap/fast/available material, and the memo is where that reasoning must be made legible to leadership.
How to passChecks that the memo recommends a sourcing/allocation plan that prioritizes compliance over lowest price or shortest lead time and explicitly identifies rejected cheaper/faster non-compliant options.
Reads
no_fabrication_side_effectsLLMPass
Why it mattersThe task forbids inventing options beyond the source packet, and penalizing fabricated content or unrequested side-additions protects against hallucinated uplift that would look like a stronger answer.
How to passChecks that the deliverables do not introduce fabricated alloys, tempers, substitutions, approvals, waivers, expedite options, or other material not present in the source files, and do not add materially unsolicited deliverables.
Reads
residual_po_reconciliationLLMPass
Why it mattersThe shared-PO double-counting failure mode (inflating the committed total by billing one quote line at each requirement's minimum) is exactly where the earlier attempt produced an unreconciled headline figure, and catching it is a fair, materially distinct core check.
How to passChecks that the sum of per-requirement residual purchase needs reconciles to the consolidated purchase-order quantities and committed cost, so shared quote lines are not double-counted across the requirements they serve.
Reads
secondary (1)
memo_consistencyLLMPass
Why it mattersIf the memo asserts headline counts or program restriction classes, they must be accurate and self-consistent; this guards against a confidently-stated but wrong summary rather than mandating an unprompted structure.
How to passChecks that any coverage counts or per-program restriction classes the memo chooses to state are internally consistent and correct, without forcing the memo to include specific counts.
Reads
2 deliverables · what this trial produced
1. Executive Summary
| Material Sourcing Recommendation — Executive Summary | ||||
|---|---|---|---|---|
| 2026-Q3 Door / Hinge Mechanism Build Wave | review cycle as of 2026-06-19 | 26 requirements, 24 inventory lots, 32 supplier quotes, 6 programs | ||||
| COVERAGE POSITION | ||||
| Total net required usable quantity (lb) | 8960 | 4 | ||
| Covered from compliant on-hand inventory (lb) | 5857.25 | 6 | ||
| Shortfall requiring purchase (lb) | 3102.75 | 8 | ||
| Inventory coverage | 0.6537109375 | 10 | ||
| COMMITMENT | ||||
| Recommended purchase commitment | 30063.42 | 13 | ||
| Deferred / contingent | 2225 | 15 | ||
| Cost of compliance | 5817.74 | 17 | ||
| MOQ overbuy carried | 270.5 | 19 | ||
| MATERIAL THAT IS ON HAND BUT NOT USABLE | ||||
| Blocked — cert, traceability, hold or source (lb) | 4127.7 | 22 | ||
| Origin-stranded (lb) | 950.6 | 24 | ||
| Total unusable this cycle (lb) | 5078.3 | 26 | ||
| Recoverable through documented process (lb) | 1629.3 | 28 | ||
| Purchase avoidable if those actions close | 9742.1 | 30 | ||
| DECISIONS REQUIRED THIS CYCLE | ||||
| 32 | By when | 34 | ||
| Release 11 POs by their Action-By dates | 2026-07-07 first | 37 | ||
| MRB: disposition LOT-B3E7C0 | 2026-07-20 | 40 | ||
| Contracts: rule on DFARS scope for aluminium | 2026-07-15 | 43 | ||
| PMO: accept or re-plan REQ-L8Q4's two-day margin | 2026-07-29 | 46 | ||
| Quality: quarantine LOT-1D6B43 and LOT-1F9D63 | Immediate | 49 | ||
| Planning: firm or cancel six Tentative lines | 2026-07-20 | 51 | ||
| Bottom line | Compliant inventory covers 65.4% of the wave. Eleven purchase orders totalling $30,063.42 close the rest, and every one of them is compliant on alloy, spec, temper, form, certification, traceability, approved source, origin and schedule. The cheapest and fastest options in the packet are, almost without exception, the non-compliant ones — buying them would put certified hardware and two defence contracts at risk to save $5,817.74. Roughly 43% of yield-adjusted stock cannot be used, but a third of the recommended spend disappears if three open quality and supplier actions are closed on time. |
2. Basis & Rules
| Material Sourcing Review — Basis of Analysis and Applied Rule Set | ||
|---|---|---|
| 2026-Q3 Door/Hinge Mechanism Build Wave | every rule below is quoted from the source packet; no rule, allowance, waiver, yield or capacity assumption has been added. | ||
| Item | Basis as applied | Controlling source |
| Analysis as-of date | 2026-06-19. All six source documents are dated 2026-06-18 to 2026-06-20 (MRP-2026-0619-R2; WMS-EXP-20260620-0741; RFQ responses 2026-06-12/19; AMSL Rev N effective 2026-06-01; PC-2026-0618 'Status as of 2026-06-19'). Feasibility is tested on the documented Need-By and Quoted Receipt Dates, not on wall-clock time. | All source files |
| DATA CURRENCY WARNING | Every quote in the matrix carries an expiry between 2026-07-08 and 2026-09-08. The 'Action-By' date on each recommended PO line is the LAST day the plan can be executed as priced. If a PO is released after that date the line must be re-quoted at then-current price and lead time; no price hold, expedite or capacity reservation is assumed anywhere in this plan. | Quote matrix README; ENG-MSP 6 |
| Callout match | A lot or quote answers a requirement only when Alloy, Material Spec, Temper/Condition and Product Form ALL match exactly. The permitted-substitution table is exhaustive and permits no alloy, spec, temper or form interchange for any pairing present in this packet. | ENG-MSP Rev H, Sec. 1 and 4 |
| Certification | 3.1 or 3.2 mill test report required. A Certificate of Conformance (C of C) does NOT satisfy the requirement for certified hardware and may not be substituted. | ENG-MSP Rev H, Sec. 2 |
| Traceability | Heat/cast identity must be traceable end-to-end to the reporting mill. Anything less than 'Full' is ineligible regardless of certificate presented. | ENG-MSP Rev H, Sec. 2 |
| Hold status | Material under an open quality hold or MRB tag is ineligible until the hold is cleared. | ENG-MSP Rev H, Sec. 2 |
| Approved source | Source must be on the AMSL and approved for the specification FAMILY of the material (AMS-QQ-A-250 covers /4, /11, /12; AMS-QQ-A-200 covers /3, /11). Suspended and Not Approved are ineligible; Conditional is ineligible for new commitments while unresolved. | ENG-MSP Rev H, Sec. 3; AMSL Rev N README |
| Country of origin | DFARS programs (RAVEN, SABLE): US or qualifying-country melt only. CUST-EU programs (MERIDIAN, TUNDRA): PRC and Russian Federation melt prohibited. Non-qualifying origins present in this packet are China and Russia. Qualifying: USA, France, South Korea, Slovenia. | ENG-MSP Rev H, Sec. 3; PC-2026-0618 Sec. 3 |
| Usable on-hand quantity | (On Hand Qty − Allocated Qty) × Yield Factor. Applied only to lots that pass every gate above. Allocated pounds are committed to other work orders and are not available. | ENG-MSP Rev H, Sec. 5; inventory README |
| Quoted quantity | Evaluated on quoted pounds directly against Net Required Usable Qty, subject to the stated minimum order. No yield factor is applied to purchased material — this is the policy's explicit treatment, not an assumption. | ENG-MSP Rev H, Sec. 5 |
| Lead-time feasibility | A quote is feasible only if Quoted Receipt Date precedes Need-By with margin for inspection and in-house processing. Receipt on or after Need-By does not resolve the requirement and is flagged for escalation. Expedite is not assumed. | ENG-MSP Rev H, Sec. 6 |
| Allocation contention | Where one eligible lot could serve more than one program and is insufficient for both, the higher-priority (lower rank) program is allocated first. Priority applies only among programs that are themselves ELIGIBLE for the lot — a higher-priority program barred by a country-of-origin rule does not displace a lower-priority eligible one. | PC-2026-0618 Sec. 4 |
| Lot draw rule (analyst) | Within the eligible pool, the smallest single lot that fully covers the requirement is drawn first, so each requirement is served from one heat where possible; otherwise largest-balance-first. This is a documented tie-break, not a source rule, and changes no quantity. | Analyst convention — stated for audit |
| PO quantity rule | PO Qty = MAX(residual shortfall, quoted Min Order), capped at Quoted Qty. Cost = PO Qty × quoted Unit Price. Any excess over the shortfall is shown as MOQ overbuy. | Quote matrix README; ENG-MSP Sec. 5 |
| Latest PO Release / Action-By | Latest PO Release = Need-By − quoted Lead Time (days). Action-By = the earlier of Latest PO Release and Quote Expiry. Both derived arithmetically from documented fields. | Derived from quote matrix + demand forecast |
| Not done | No alternate alloy, temper, substitution, engineering approval, customer waiver, supplier capacity, expedite, certification correction, yield assumption or allocation change has been invented. Where the packet does not authorise something, this plan treats it as prohibited and escalates. | Review scope |
3. Requirement Coverage
| Requirement-Level Material Coverage | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| All 26 MRP lines in program-priority order. 'From Compliant Inventory' is a live SUMIF over the Allocation Decisions sheet; Shortfall is Net Required less that figure. | |||||||||||||||
| Requirement | Program | Priority Rank | Alloy | Form | Material Spec | Temper / Cond | Net Req'd Usable (lb) | From Compliant Inventory (lb) | Shortfall (lb) | % Covered from Stock | Need-By | Build Start | MRP Firmed | Coverage Status | Sourcing Decision |
| REQ-C9T1 | PRG-RAVEN | 1 | 300M | Bar | AMS 6419 | Annealed | 176 | 0 | 176 | 0 | 2026-08-03 | 2026-08-17 | Y | NO INVENTORY | Buy 176 lb on QTE-8B3F19 (Brunderman Forge & Bar Inc); release PO by 2026-07-07. |
| REQ-K9P1 | PRG-RAVEN | 1 | 4340 | Bar | AMS 6415 | Annealed | 615 | 615 | 0 | 1 | 2026-08-05 | 2026-08-17 | Y | COVERED | Allocate from on-hand compliant inventory — no purchase required. |
| REQ-H4A2 | PRG-RAVEN | 1 | 7075 | Plate | AMS-QQ-A-250/12 | T7351 | 842 | 516.6 | 325.4 | 0.61353919239905 | 2026-08-10 | 2026-08-17 | Y | PARTIAL | Allocate 516.6 lb from stock, then buy 593.4 lb on QTE-A3F91C (Cascade Rolled Products LLC); release PO by 2026-07-15. |
| REQ-X5M3 | PRG-RAVEN | 1 | 15-5PH | Plate | AMS 5862 | Cond A | 394 | 394 | 0 | 1 | 2026-08-12 | 2026-08-17 | Y | COVERED | Allocate from on-hand compliant inventory — no purchase required. |
| REQ-B6N3 | PRG-SABLE | 2 | 7075 | Plate | AMS-QQ-A-250/12 | T7351 | 268 | 0 | 268 | 0 | 2026-08-22 | 2026-08-31 | Y | NO INVENTORY | Buy 593.4 lb on QTE-A3F91C (Cascade Rolled Products LLC); release PO by 2026-07-15. |
| REQ-T2C7 | PRG-SABLE | 2 | 15-5PH | Plate | AMS 5862 | Cond A | 430 | 106.2 | 323.8 | 0.246976744186047 | 2026-08-24 | 2026-08-31 | Y | PARTIAL | Allocate 106.2 lb from stock, then buy 680.8 lb on QTE-3A9F18 (Ardenne Steelworks SA); release PO by 2026-07-20. |
| REQ-F6B8 | PRG-SABLE | 2 | 6061 | Bar | AMS 4117 | T651 | 233 | 233 | 0 | 1 | 2026-08-26 | 2026-08-31 | Y | COVERED | Allocate from on-hand compliant inventory — no purchase required. |
| REQ-L8Q4 | PRG-SABLE | 2 | 4340 | Plate | AMS 6359 | Norm | 287 | 0 | 287 | 0 | 2026-08-28 | 2026-08-31 | Tentative | NO INVENTORY | Buy 287 lb on QTE-6D1B84 (Brunderman Forge & Bar Inc); release PO by 2026-07-29. |
| REQ-R7W2 | PRG-MERIDIAN | 3 | 7075 | Plate | AMS-QQ-A-250/12 | T651 | 412 | 412 | 0 | 1 | 2026-09-12 | 2026-09-28 | Y | COVERED | Allocate from on-hand compliant inventory — no purchase required. |
| REQ-W3F9 | PRG-MERIDIAN | 3 | 15-5PH | Bar | AMS 5659 | H1025 | 198 | 0 | 198 | 0 | 2026-09-14 | 2026-09-28 | Y | NO INVENTORY | Buy 198 lb on QTE-2F8C41 (Ardenne Steelworks SA); release PO by 2026-07-23. |
| REQ-G2J9 | PRG-MERIDIAN | 3 | 6061 | Bar | AMS 4117 | T651 | 159 | 4.8 | 154.2 | 0.030188679245283 | 2026-09-16 | 2026-09-28 | Tentative | PARTIAL | Allocate 4.8 lb from stock, then buy 154.2 lb on QTE-1A6E38 (Cascade Rolled Products LLC); release PO by 2026-07-25. |
| REQ-D7R4 | PRG-MERIDIAN | 3 | 2024 | Extrusion | AMS-QQ-A-200/3 | T3511 | 347 | 323.9 | 23.1 | 0.93342939481268 | 2026-09-18 | 2026-09-28 | Y | PARTIAL | Allocate 323.9 lb from stock, then buy 236.1 lb on QTE-2D7C64 (Cascade Rolled Products LLC); release PO by 2026-07-19. |
| REQ-M1X8 | PRG-MERIDIAN | 3 | 6061 | Plate | AMS-QQ-A-250/11 | T651 | 512 | 512 | 0 | 1 | 2026-09-21 | 2026-09-28 | Y | COVERED | Allocate from on-hand compliant inventory — no purchase required. |
| REQ-V1D9 | PRG-TUNDRA | 4 | 15-5PH | Plate | AMS 5862 | Cond A | 357 | 0 | 357 | 0 | 2026-10-06 | 2026-10-19 | Y | NO INVENTORY | Buy 680.8 lb on QTE-3A9F18 (Ardenne Steelworks SA); release PO by 2026-07-20. |
| REQ-P2H6 | PRG-TUNDRA | 4 | 17-4PH | Bar | AMS 5604 | H1075 | 284 | 284 | 0 | 1 | 2026-10-09 | 2026-10-19 | Y | COVERED | Allocate from on-hand compliant inventory — no purchase required. |
| REQ-Y8K2 | PRG-TUNDRA | 4 | 2024 | Extrusion | AMS-QQ-A-200/3 | T3511 | 213 | 0 | 213 | 0 | 2026-10-11 | 2026-10-19 | Tentative | NO INVENTORY | Buy 236.1 lb on QTE-2D7C64 (Cascade Rolled Products LLC); release PO by 2026-07-19. |
| REQ-J5G7 | PRG-TUNDRA | 4 | 7075 | Extrusion | AMS-QQ-A-200/11 | T6511 | 455 | 455 | 0 | 1 | 2026-10-12 | 2026-10-19 | Y | COVERED | Allocate from on-hand compliant inventory — no purchase required. |
| REQ-Z4V2 | PRG-HALCYON | 5 | 4340 | Plate | AMS 6359 | Norm | 389 | 0 | 389 | 0 | 2026-11-01 | 2026-11-09 | Y | NO INVENTORY | Buy 389 lb on QTE-9A2E57 (Yellow River Specialty Steel); release PO by 2026-08-02. |
| REQ-Q8L5 | PRG-HALCYON | 5 | 6061 | Plate | AMS-QQ-A-250/11 | T651 | 726 | 726 | 0 | 1 | 2026-11-02 | 2026-11-09 | Y | COVERED | Allocate from on-hand compliant inventory — no purchase required. |
| REQ-S6P3 | PRG-HALCYON | 5 | 7075 | Plate | AMS-QQ-A-250/12 | T651 | 244 | 174.5 | 69.5 | 0.71516393442623 | 2026-11-04 | 2026-11-09 | Tentative | PARTIAL | Allocate 174.5 lb from stock, then buy 250 lb on QTE-9E4B27 (Cascade Rolled Products LLC); release PO by 2026-07-20. |
| REQ-N3K4 | PRG-HALCYON | 5 | 2024 | Plate | AMS-QQ-A-250/4 | T351 | 301 | 301 | 0 | 1 | 2026-11-05 | 2026-11-09 | Y | COVERED | Allocate from on-hand compliant inventory — no purchase required. |
| REQ-H7D5 | PRG-CALDER | 6 | 4340 | Bar | AMS 6415 | Annealed | 205 | 45 | 160 | 0.219512195121951 | 2026-11-13 | 2026-11-23 | Y | PARTIAL | Allocate 45 lb from stock, then buy 250 lb on QTE-D9F3B1 (Great Lakes Plate & Bar Co); release PO by 2026-07-14. |
| REQ-E9C1 | PRG-CALDER | 6 | 7075 | Extrusion | AMS-QQ-A-200/11 | T6511 | 271 | 269.25 | 1.75 | 0.993542435424354 | 2026-11-14 | 2026-11-23 | Y | PARTIAL | DEFER — 1.75 lb residual against a 250 lb minimum order. Re-verify at cut planning before committing 250 lb. |
| REQ-A2F7 | PRG-CALDER | 6 | 6061 | Plate | AMS-QQ-A-250/11 | T651 | 333 | 333 | 0 | 1 | 2026-11-16 | 2026-11-23 | Y | COVERED | Allocate from on-hand compliant inventory — no purchase required. |
| REQ-W9A3 | PRG-CALDER | 6 | 15-5PH | Bar | AMS 5659 | H1025 | 147 | 147 | 0 | 1 | 2026-11-17 | 2026-11-23 | Tentative | COVERED | Allocate from on-hand compliant inventory — no purchase required. |
| REQ-U4B8 | PRG-CALDER | 6 | 17-4PH | Bar | AMS 5604 | H1075 | 162 | 5 | 157 | 0.0308641975308642 | 2026-11-18 | 2026-11-23 | Tentative | PARTIAL | Allocate 5 lb from stock, then buy 157 lb on QTE-7E2A85 (Adriatic Aero Alloys d.o.o.); release PO by 2026-07-23. |
| TOTAL | 8960 | 5857.25 | 3102.75 | 0.6537109375 | 241 |
4. Inventory Lot Usability
| Inventory Lot & Certification Usability Screen | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| All 24 physical lots. Yield-adjusted quantity is computed live as (On Hand − Allocated) × Yield Factor. A lot is usable only if EVERY gate passes; physical presence alone confers nothing. | ||||||||||||||||||||
| Lot ID | Heat / Cast | Alloy | Material Spec | Temper / Cond | Form | Source | Src Status | Melt Country | On Hand (lb) | Allocated (lb) | Available (lb) | Yield Factor | Yield-Adj Qty (lb) | Origin Status | Cert Gate | Traceability Gate | Hold Gate | Source Gate | Disposition | Basis / Blocking Reason |
| LOT-C7A340 | HEAT-9F1B66 | 15-5PH | AMS 5659 | H1025 | Bar | Hangzhou Precision Alloys Co | Approved | China | 360 | 60 | 300 | 0.84 | 252 | Non-qualifying | PASS | PASS | PASS | PASS | ELIGIBLE (restricted) | China melt: usable ONLY on programs with no country-of-origin restriction (HALCYON, CALDER). Barred from RAVEN/SABLE (DFARS) and MERIDIAN/TUNDRA (CUST-EU). |
| LOT-1D6B43 | HEAT-9A4E72 | 15-5PH | AMS 5862 | Cond A | Plate | Volga Forged Steel OAO | Not Approved | Russia | 800 | 0 | 800 | 0.83 | 664 | Non-qualifying | PASS | PASS | PASS | FAIL | BLOCKED | Volga Forged Steel OAO AMSL status = Not Approved (ENG-MSP 3) |
| LOT-4D1A95 | HEAT-8C3E47 | 15-5PH | AMS 5862 | Cond A | Plate | Lone Star Aerospace Metals | Conditional | USA | 540 | 0 | 540 | 0.81 | 437.4 | Qualifying (USA) | PASS | PASS | PASS | FAIL | BLOCKED | Lone Star Aerospace Metals AMSL status = Conditional (ENG-MSP 3) |
| LOT-6B2F39 | HEAT-2C8D71 | 15-5PH | AMS 5862 | Cond A | Plate | Adriatic Aero Alloys d.o.o. | Approved | Slovenia | 610 | 0 | 610 | 0.82 | 500.2 | Qualifying (non-US) | PASS | PASS | PASS | PASS | ELIGIBLE | Callout, certification, traceability, hold, source approval and origin all satisfied. |
| LOT-B3E7C0 | HEAT-5F9A21 | 15-5PH | AMS 5862 | Cond A | Plate | Ardenne Steelworks SA | Approved | France | 1180 | 0 | 1180 | 0.83 | 979.4 | Qualifying (non-US) | PASS | PASS | FAIL | PASS | BLOCKED | Open hold: Quality Hold - MRB (ENG-MSP 2) |
| LOT-6F2A87 | HEAT-5D3B81 | 17-4PH | AMS 5604 | H1075 | Bar | Pohang Advanced Alloy | Approved | South Korea | 470 | 130 | 340 | 0.85 | 289 | Qualifying (non-US) | PASS | PASS | PASS | PASS | ELIGIBLE | Callout, certification, traceability, hold, source approval and origin all satisfied. |
| LOT-8F4D17 | HEAT-1A9C63 | 17-4PH | AMS 5604 | H1075 | Bar | Ardenne Steelworks SA | Approved | France | 250 | 0 | 250 | 0.85 | 212.5 | Qualifying (non-US) | PASS | PASS | FAIL | PASS | BLOCKED | Open hold: Quality Hold - Recv Insp (ENG-MSP 2) |
| LOT-5B2E88 | HEAT-3D8F52 | 2024 | AMS-QQ-A-200/3 | T3511 | Extrusion | Cascade Rolled Products LLC | Approved | USA | 410 | 0 | 410 | 0.79 | 323.9 | Qualifying (USA) | PASS | PASS | PASS | PASS | ELIGIBLE | Callout, certification, traceability, hold, source approval and origin all satisfied. |
| LOT-9C5F28 | HEAT-3F6D17 | 2024 | AMS-QQ-A-250/4 | T351 | Plate | Cascade Rolled Products LLC | Approved | USA | 540 | 75 | 465 | 0.83 | 385.95 | Qualifying (USA) | PASS | PASS | PASS | PASS | ELIGIBLE | Callout, certification, traceability, hold, source approval and origin all satisfied. |
| LOT-2B7E54 | HEAT-8E1A49 | 300M | AMS 6419 | Annealed | Bar | Yellow River Specialty Steel | Approved | China | 290 | 0 | 290 | 0.74 | 214.6 | Non-qualifying | PASS | PASS | PASS | PASS | ORIGIN-STRANDED | Passes every certification and source gate, but China melt is non-qualifying and the only demand for this callout sits on DFARS programs. No eligible claimant this cycle. |
| LOT-3E8C71 | HEAT-7A2F94 | 4340 | AMS 6415 | Annealed | Bar | Brunderman Forge & Bar Inc | Approved | USA | 520 | 0 | 520 | 0.8 | 416 | Qualifying (USA) | PASS | PASS | PASS | PASS | ELIGIBLE | Callout, certification, traceability, hold, source approval and origin all satisfied. |
| LOT-9A4F37 | HEAT-7B2D58 | 4340 | AMS 6415 | Annealed | Bar | Brunderman Forge & Bar Inc | Approved | USA | 305 | 0 | 305 | 0.8 | 244 | Qualifying (USA) | PASS | PASS | PASS | PASS | ELIGIBLE | Callout, certification, traceability, hold, source approval and origin all satisfied. |
| LOT-D6B821 | HEAT-1E7C93 | 4340 | AMS 6415 | Annealed | Bar | Tri-State Metals Distribution | Approved | USA | 880 | 120 | 760 | 0.78 | 592.8 | Qualifying (USA) | FAIL | PASS | PASS | PASS | BLOCKED | Cert = C of C; 3.1/3.2 MTR required (ENG-MSP 2) |
| LOT-7E1C95 | HEAT-2D5A83 | 6061 | AMS 4117 | T651 | Bar | Cascade Rolled Products LLC | Approved | USA | 330 | 40 | 290 | 0.82 | 237.8 | Qualifying (USA) | PASS | PASS | PASS | PASS | ELIGIBLE | Callout, certification, traceability, hold, source approval and origin all satisfied. |
| LOT-1F9D63 | HEAT-6E4C18 | 6061 | AMS-QQ-A-250/11 | T651 | Plate | Meridian Metal Service Center | Suspended | USA | 760 | 0 | 760 | 0.86 | 653.6 | Qualifying (USA) | PASS | FAIL | PASS | FAIL | BLOCKED | Traceability = Partial - heat not traceable (ENG-MSP 2); Meridian Metal Service Center AMSL status = Suspended (ENG-MSP 3) |
| LOT-3A7C82 | HEAT-5B1E94 | 6061 | AMS-QQ-A-250/11 | T651 | Plate | Great Lakes Plate & Bar Co | Approved | USA | 880 | 0 | 880 | 0.87 | 765.6 | Qualifying (USA) | PASS | PASS | PASS | PASS | ELIGIBLE | Callout, certification, traceability, hold, source approval and origin all satisfied. |
| LOT-A1E9F4 | HEAT-4C7D29 | 6061 | AMS-QQ-A-250/11 | T651 | Plate | Tri-State Metals Distribution | Approved | USA | 980 | 300 | 680 | 0.87 | 591.6 | Qualifying (USA) | PASS | PASS | PASS | PASS | ELIGIBLE | Callout, certification, traceability, hold, source approval and origin all satisfied. |
| LOT-E8C520 | HEAT-2A6B74 | 6061 | AMS-QQ-A-250/11 | T651 | Plate | Cascade Rolled Products LLC | Approved | USA | 1320 | 240 | 1080 | 0.88 | 950.4 | Qualifying (USA) | PASS | PASS | PASS | PASS | ELIGIBLE | Callout, certification, traceability, hold, source approval and origin all satisfied. |
| LOT-2E6B95 | HEAT-7D3F28 | 7075 | AMS-QQ-A-200/11 | T6511 | Extrusion | Great Lakes Plate & Bar Co | Approved | USA | 430 | 0 | 430 | 0.78 | 335.4 | Qualifying (USA) | PASS | PASS | PASS | PASS | ELIGIBLE | Callout, certification, traceability, hold, source approval and origin all satisfied. |
| LOT-8D4B19 | HEAT-1C9E37 | 7075 | AMS-QQ-A-200/11 | T6511 | Extrusion | Cascade Rolled Products LLC | Approved | USA | 600 | 95 | 505 | 0.77 | 388.85 | Qualifying (USA) | PASS | PASS | PASS | PASS | ELIGIBLE | Callout, certification, traceability, hold, source approval and origin all satisfied. |
| LOT-2C9E14 | HEAT-4A1F60 | 7075 | AMS-QQ-A-250/12 | T651 | Plate | Cascade Rolled Products LLC | Approved | USA | 690 | 0 | 690 | 0.85 | 586.5 | Qualifying (USA) | PASS | PASS | PASS | PASS | ELIGIBLE | Callout, certification, traceability, hold, source approval and origin all satisfied. |
| LOT-4A8D62 | HEAT-6B9C40 | 7075 | AMS-QQ-A-250/12 | T651 | Plate | Tri-State Metals Distribution | Approved | USA | 700 | 0 | 700 | 0.84 | 588 | Qualifying (USA) | FAIL | PASS | PASS | PASS | BLOCKED | Cert = C of C; 3.1/3.2 MTR required (ENG-MSP 2) |
| LOT-5C9A16 | HEAT-7E2B58 | 7075 | AMS-QQ-A-250/12 | T7351 | Plate | Hangzhou Precision Alloys Co | Approved | China | 920 | 0 | 920 | 0.8 | 736 | Non-qualifying | PASS | PASS | PASS | PASS | ORIGIN-STRANDED | Passes every certification and source gate, but China melt is non-qualifying and the only demand for this callout sits on DFARS programs. No eligible claimant this cycle. |
| LOT-7F3A2B | HEAT-9D4E7B | 7075 | AMS-QQ-A-250/12 | T7351 | Plate | Cascade Rolled Products LLC | Approved | USA | 1040 | 410 | 630 | 0.82 | 516.6 | Qualifying (USA) | PASS | PASS | PASS | PASS | ELIGIBLE | Callout, certification, traceability, hold, source approval and origin all satisfied. |
| TOTAL | 15805 | 1470 | 14335 | 11862.1 | 349 | |||||||||||||||
| Note: callout match is assessed per requirement, not per lot — see sheet 5. A lot passing every gate here may still be barred from a specific requirement on callout mismatch or program country-of-origin rules. |
5. Lot-Requirement Matrix
| Lot-to-Requirement Usability Matrix | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Every same-alloy lot evaluated against every requirement it could conceivably answer, with the governing reason. This is the audit trail behind the allocation decisions. | |||||||||||
| Requirement | Program | Rank | Required Callout | Lot ID | Lot Callout | Source | Melt | Yield-Adj Qty (lb) | Eligible? | Gate Failed | Reason |
| REQ-C9T1 | PRG-RAVEN | 1 | 300M / AMS 6419 / Annealed / Bar | LOT-2B7E54 | 300M / AMS 6419 / Annealed / Bar | Yellow River Specialty Steel | China | 214.6 | NO | Origin | China melt is non-qualifying origin; DFARS applies to PRG-RAVEN (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| REQ-H4A2 | PRG-RAVEN | 1 | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | LOT-7F3A2B | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | Cascade Rolled Products LLC | USA | 516.6 | YES | — | Callout, cert, traceability, hold, source and origin all satisfied |
| REQ-H4A2 | PRG-RAVEN | 1 | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | LOT-2C9E14 | 7075 / AMS-QQ-A-250/12 / T651 / Plate | Cascade Rolled Products LLC | USA | 586.5 | NO | Callout | Temper / Condition mismatch (T651 vs required T7351) (ENG-MSP 4 — no interchange permitted) |
| REQ-H4A2 | PRG-RAVEN | 1 | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | LOT-2E6B95 | 7075 / AMS-QQ-A-200/11 / T6511 / Extrusion | Great Lakes Plate & Bar Co | USA | 335.4 | NO | Callout | Material Spec mismatch (AMS-QQ-A-200/11 vs required AMS-QQ-A-250/12) (ENG-MSP 4 — no interchange permitted) |
| REQ-H4A2 | PRG-RAVEN | 1 | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | LOT-4A8D62 | 7075 / AMS-QQ-A-250/12 / T651 / Plate | Tri-State Metals Distribution | USA | 588 | NO | Callout | Temper / Condition mismatch (T651 vs required T7351) (ENG-MSP 4 — no interchange permitted); Cert = C of C; 3.1/3.2 MTR required (ENG-MSP 2) |
| REQ-H4A2 | PRG-RAVEN | 1 | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | LOT-5C9A16 | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | Hangzhou Precision Alloys Co | China | 736 | NO | Origin | China melt is non-qualifying origin; DFARS applies to PRG-RAVEN (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| REQ-H4A2 | PRG-RAVEN | 1 | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | LOT-8D4B19 | 7075 / AMS-QQ-A-200/11 / T6511 / Extrusion | Cascade Rolled Products LLC | USA | 388.85 | NO | Callout | Material Spec mismatch (AMS-QQ-A-200/11 vs required AMS-QQ-A-250/12) (ENG-MSP 4 — no interchange permitted) |
| REQ-K9P1 | PRG-RAVEN | 1 | 4340 / AMS 6415 / Annealed / Bar | LOT-3E8C71 | 4340 / AMS 6415 / Annealed / Bar | Brunderman Forge & Bar Inc | USA | 416 | YES | — | Callout, cert, traceability, hold, source and origin all satisfied |
| REQ-K9P1 | PRG-RAVEN | 1 | 4340 / AMS 6415 / Annealed / Bar | LOT-9A4F37 | 4340 / AMS 6415 / Annealed / Bar | Brunderman Forge & Bar Inc | USA | 244 | YES | — | Callout, cert, traceability, hold, source and origin all satisfied |
| REQ-K9P1 | PRG-RAVEN | 1 | 4340 / AMS 6415 / Annealed / Bar | LOT-D6B821 | 4340 / AMS 6415 / Annealed / Bar | Tri-State Metals Distribution | USA | 592.8 | NO | Certification | Cert = C of C; 3.1/3.2 MTR required (ENG-MSP 2) |
| REQ-X5M3 | PRG-RAVEN | 1 | 15-5PH / AMS 5862 / Cond A / Plate | LOT-6B2F39 | 15-5PH / AMS 5862 / Cond A / Plate | Adriatic Aero Alloys d.o.o. | Slovenia | 500.2 | YES | — | Callout, cert, traceability, hold, source and origin all satisfied |
| REQ-X5M3 | PRG-RAVEN | 1 | 15-5PH / AMS 5862 / Cond A / Plate | LOT-1D6B43 | 15-5PH / AMS 5862 / Cond A / Plate | Volga Forged Steel OAO | Russia | 664 | NO | Origin | Volga Forged Steel OAO AMSL status = Not Approved (ENG-MSP 3); Russia melt is non-qualifying origin; DFARS applies to PRG-RAVEN (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| REQ-X5M3 | PRG-RAVEN | 1 | 15-5PH / AMS 5862 / Cond A / Plate | LOT-4D1A95 | 15-5PH / AMS 5862 / Cond A / Plate | Lone Star Aerospace Metals | USA | 437.4 | NO | Source approval | Lone Star Aerospace Metals AMSL status = Conditional (ENG-MSP 3) |
| REQ-X5M3 | PRG-RAVEN | 1 | 15-5PH / AMS 5862 / Cond A / Plate | LOT-B3E7C0 | 15-5PH / AMS 5862 / Cond A / Plate | Ardenne Steelworks SA | France | 979.4 | NO | Hold | Open hold: Quality Hold - MRB (ENG-MSP 2) |
| REQ-X5M3 | PRG-RAVEN | 1 | 15-5PH / AMS 5862 / Cond A / Plate | LOT-C7A340 | 15-5PH / AMS 5659 / H1025 / Bar | Hangzhou Precision Alloys Co | China | 252 | NO | Callout | Material Spec mismatch (AMS 5659 vs required AMS 5862) (ENG-MSP 4 — no interchange permitted); China melt is non-qualifying origin; DFARS applies to PRG-RAVEN (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| REQ-B6N3 | PRG-SABLE | 2 | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | LOT-7F3A2B | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | Cascade Rolled Products LLC | USA | 516.6 | YES | — | Callout, cert, traceability, hold, source and origin all satisfied |
| REQ-B6N3 | PRG-SABLE | 2 | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | LOT-2C9E14 | 7075 / AMS-QQ-A-250/12 / T651 / Plate | Cascade Rolled Products LLC | USA | 586.5 | NO | Callout | Temper / Condition mismatch (T651 vs required T7351) (ENG-MSP 4 — no interchange permitted) |
| REQ-B6N3 | PRG-SABLE | 2 | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | LOT-2E6B95 | 7075 / AMS-QQ-A-200/11 / T6511 / Extrusion | Great Lakes Plate & Bar Co | USA | 335.4 | NO | Callout | Material Spec mismatch (AMS-QQ-A-200/11 vs required AMS-QQ-A-250/12) (ENG-MSP 4 — no interchange permitted) |
| REQ-B6N3 | PRG-SABLE | 2 | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | LOT-4A8D62 | 7075 / AMS-QQ-A-250/12 / T651 / Plate | Tri-State Metals Distribution | USA | 588 | NO | Callout | Temper / Condition mismatch (T651 vs required T7351) (ENG-MSP 4 — no interchange permitted); Cert = C of C; 3.1/3.2 MTR required (ENG-MSP 2) |
| REQ-B6N3 | PRG-SABLE | 2 | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | LOT-5C9A16 | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | Hangzhou Precision Alloys Co | China | 736 | NO | Origin | China melt is non-qualifying origin; DFARS applies to PRG-SABLE (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| REQ-B6N3 | PRG-SABLE | 2 | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | LOT-8D4B19 | 7075 / AMS-QQ-A-200/11 / T6511 / Extrusion | Cascade Rolled Products LLC | USA | 388.85 | NO | Callout | Material Spec mismatch (AMS-QQ-A-200/11 vs required AMS-QQ-A-250/12) (ENG-MSP 4 — no interchange permitted) |
| REQ-F6B8 | PRG-SABLE | 2 | 6061 / AMS 4117 / T651 / Bar | LOT-7E1C95 | 6061 / AMS 4117 / T651 / Bar | Cascade Rolled Products LLC | USA | 237.8 | YES | — | Callout, cert, traceability, hold, source and origin all satisfied |
| REQ-F6B8 | PRG-SABLE | 2 | 6061 / AMS 4117 / T651 / Bar | LOT-1F9D63 | 6061 / AMS-QQ-A-250/11 / T651 / Plate | Meridian Metal Service Center | USA | 653.6 | NO | Callout | Material Spec mismatch (AMS-QQ-A-250/11 vs required AMS 4117) (ENG-MSP 4 — no interchange permitted); Traceability = Partial - heat not traceable (ENG-MSP 2); Meridian Metal Service Center AMSL status = Suspended (ENG-MSP 3) |
| REQ-F6B8 | PRG-SABLE | 2 | 6061 / AMS 4117 / T651 / Bar | LOT-3A7C82 | 6061 / AMS-QQ-A-250/11 / T651 / Plate | Great Lakes Plate & Bar Co | USA | 765.6 | NO | Callout | Material Spec mismatch (AMS-QQ-A-250/11 vs required AMS 4117) (ENG-MSP 4 — no interchange permitted) |
| REQ-F6B8 | PRG-SABLE | 2 | 6061 / AMS 4117 / T651 / Bar | LOT-A1E9F4 | 6061 / AMS-QQ-A-250/11 / T651 / Plate | Tri-State Metals Distribution | USA | 591.6 | NO | Callout | Material Spec mismatch (AMS-QQ-A-250/11 vs required AMS 4117) (ENG-MSP 4 — no interchange permitted) |
| REQ-F6B8 | PRG-SABLE | 2 | 6061 / AMS 4117 / T651 / Bar | LOT-E8C520 | 6061 / AMS-QQ-A-250/11 / T651 / Plate | Cascade Rolled Products LLC | USA | 950.4 | NO | Callout | Material Spec mismatch (AMS-QQ-A-250/11 vs required AMS 4117) (ENG-MSP 4 — no interchange permitted) |
| REQ-L8Q4 | PRG-SABLE | 2 | 4340 / AMS 6359 / Norm / Plate | LOT-3E8C71 | 4340 / AMS 6415 / Annealed / Bar | Brunderman Forge & Bar Inc | USA | 416 | NO | Callout | Material Spec mismatch (AMS 6415 vs required AMS 6359) (ENG-MSP 4 — no interchange permitted) |
| REQ-L8Q4 | PRG-SABLE | 2 | 4340 / AMS 6359 / Norm / Plate | LOT-9A4F37 | 4340 / AMS 6415 / Annealed / Bar | Brunderman Forge & Bar Inc | USA | 244 | NO | Callout | Material Spec mismatch (AMS 6415 vs required AMS 6359) (ENG-MSP 4 — no interchange permitted) |
| REQ-L8Q4 | PRG-SABLE | 2 | 4340 / AMS 6359 / Norm / Plate | LOT-D6B821 | 4340 / AMS 6415 / Annealed / Bar | Tri-State Metals Distribution | USA | 592.8 | NO | Callout | Material Spec mismatch (AMS 6415 vs required AMS 6359) (ENG-MSP 4 — no interchange permitted); Cert = C of C; 3.1/3.2 MTR required (ENG-MSP 2) |
| REQ-T2C7 | PRG-SABLE | 2 | 15-5PH / AMS 5862 / Cond A / Plate | LOT-6B2F39 | 15-5PH / AMS 5862 / Cond A / Plate | Adriatic Aero Alloys d.o.o. | Slovenia | 500.2 | YES | — | Callout, cert, traceability, hold, source and origin all satisfied |
| REQ-T2C7 | PRG-SABLE | 2 | 15-5PH / AMS 5862 / Cond A / Plate | LOT-1D6B43 | 15-5PH / AMS 5862 / Cond A / Plate | Volga Forged Steel OAO | Russia | 664 | NO | Origin | Volga Forged Steel OAO AMSL status = Not Approved (ENG-MSP 3); Russia melt is non-qualifying origin; DFARS applies to PRG-SABLE (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| REQ-T2C7 | PRG-SABLE | 2 | 15-5PH / AMS 5862 / Cond A / Plate | LOT-4D1A95 | 15-5PH / AMS 5862 / Cond A / Plate | Lone Star Aerospace Metals | USA | 437.4 | NO | Source approval | Lone Star Aerospace Metals AMSL status = Conditional (ENG-MSP 3) |
| REQ-T2C7 | PRG-SABLE | 2 | 15-5PH / AMS 5862 / Cond A / Plate | LOT-B3E7C0 | 15-5PH / AMS 5862 / Cond A / Plate | Ardenne Steelworks SA | France | 979.4 | NO | Hold | Open hold: Quality Hold - MRB (ENG-MSP 2) |
| REQ-T2C7 | PRG-SABLE | 2 | 15-5PH / AMS 5862 / Cond A / Plate | LOT-C7A340 | 15-5PH / AMS 5659 / H1025 / Bar | Hangzhou Precision Alloys Co | China | 252 | NO | Callout | Material Spec mismatch (AMS 5659 vs required AMS 5862) (ENG-MSP 4 — no interchange permitted); China melt is non-qualifying origin; DFARS applies to PRG-SABLE (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| REQ-D7R4 | PRG-MERIDIAN | 3 | 2024 / AMS-QQ-A-200/3 / T3511 / Extrusion | LOT-5B2E88 | 2024 / AMS-QQ-A-200/3 / T3511 / Extrusion | Cascade Rolled Products LLC | USA | 323.9 | YES | — | Callout, cert, traceability, hold, source and origin all satisfied |
| REQ-D7R4 | PRG-MERIDIAN | 3 | 2024 / AMS-QQ-A-200/3 / T3511 / Extrusion | LOT-9C5F28 | 2024 / AMS-QQ-A-250/4 / T351 / Plate | Cascade Rolled Products LLC | USA | 385.95 | NO | Callout | Material Spec mismatch (AMS-QQ-A-250/4 vs required AMS-QQ-A-200/3) (ENG-MSP 4 — no interchange permitted) |
| REQ-G2J9 | PRG-MERIDIAN | 3 | 6061 / AMS 4117 / T651 / Bar | LOT-7E1C95 | 6061 / AMS 4117 / T651 / Bar | Cascade Rolled Products LLC | USA | 237.8 | YES | — | Callout, cert, traceability, hold, source and origin all satisfied |
| REQ-G2J9 | PRG-MERIDIAN | 3 | 6061 / AMS 4117 / T651 / Bar | LOT-1F9D63 | 6061 / AMS-QQ-A-250/11 / T651 / Plate | Meridian Metal Service Center | USA | 653.6 | NO | Callout | Material Spec mismatch (AMS-QQ-A-250/11 vs required AMS 4117) (ENG-MSP 4 — no interchange permitted); Traceability = Partial - heat not traceable (ENG-MSP 2); Meridian Metal Service Center AMSL status = Suspended (ENG-MSP 3) |
| REQ-G2J9 | PRG-MERIDIAN | 3 | 6061 / AMS 4117 / T651 / Bar | LOT-3A7C82 | 6061 / AMS-QQ-A-250/11 / T651 / Plate | Great Lakes Plate & Bar Co | USA | 765.6 | NO | Callout | Material Spec mismatch (AMS-QQ-A-250/11 vs required AMS 4117) (ENG-MSP 4 — no interchange permitted) |
| REQ-G2J9 | PRG-MERIDIAN | 3 | 6061 / AMS 4117 / T651 / Bar | LOT-A1E9F4 | 6061 / AMS-QQ-A-250/11 / T651 / Plate | Tri-State Metals Distribution | USA | 591.6 | NO | Callout | Material Spec mismatch (AMS-QQ-A-250/11 vs required AMS 4117) (ENG-MSP 4 — no interchange permitted) |
| REQ-G2J9 | PRG-MERIDIAN | 3 | 6061 / AMS 4117 / T651 / Bar | LOT-E8C520 | 6061 / AMS-QQ-A-250/11 / T651 / Plate | Cascade Rolled Products LLC | USA | 950.4 | NO | Callout | Material Spec mismatch (AMS-QQ-A-250/11 vs required AMS 4117) (ENG-MSP 4 — no interchange permitted) |
| REQ-M1X8 | PRG-MERIDIAN | 3 | 6061 / AMS-QQ-A-250/11 / T651 / Plate | LOT-3A7C82 | 6061 / AMS-QQ-A-250/11 / T651 / Plate | Great Lakes Plate & Bar Co | USA | 765.6 | YES | — | Callout, cert, traceability, hold, source and origin all satisfied |
| REQ-M1X8 | PRG-MERIDIAN | 3 | 6061 / AMS-QQ-A-250/11 / T651 / Plate | LOT-A1E9F4 | 6061 / AMS-QQ-A-250/11 / T651 / Plate | Tri-State Metals Distribution | USA | 591.6 | YES | — | Callout, cert, traceability, hold, source and origin all satisfied |
| REQ-M1X8 | PRG-MERIDIAN | 3 | 6061 / AMS-QQ-A-250/11 / T651 / Plate | LOT-E8C520 | 6061 / AMS-QQ-A-250/11 / T651 / Plate | Cascade Rolled Products LLC | USA | 950.4 | YES | — | Callout, cert, traceability, hold, source and origin all satisfied |
| REQ-M1X8 | PRG-MERIDIAN | 3 | 6061 / AMS-QQ-A-250/11 / T651 / Plate | LOT-1F9D63 | 6061 / AMS-QQ-A-250/11 / T651 / Plate | Meridian Metal Service Center | USA | 653.6 | NO | Traceability | Traceability = Partial - heat not traceable (ENG-MSP 2); Meridian Metal Service Center AMSL status = Suspended (ENG-MSP 3) |
| REQ-M1X8 | PRG-MERIDIAN | 3 | 6061 / AMS-QQ-A-250/11 / T651 / Plate | LOT-7E1C95 | 6061 / AMS 4117 / T651 / Bar | Cascade Rolled Products LLC | USA | 237.8 | NO | Callout | Material Spec mismatch (AMS 4117 vs required AMS-QQ-A-250/11) (ENG-MSP 4 — no interchange permitted) |
| REQ-R7W2 | PRG-MERIDIAN | 3 | 7075 / AMS-QQ-A-250/12 / T651 / Plate | LOT-2C9E14 | 7075 / AMS-QQ-A-250/12 / T651 / Plate | Cascade Rolled Products LLC | USA | 586.5 | YES | — | Callout, cert, traceability, hold, source and origin all satisfied |
| REQ-R7W2 | PRG-MERIDIAN | 3 | 7075 / AMS-QQ-A-250/12 / T651 / Plate | LOT-2E6B95 | 7075 / AMS-QQ-A-200/11 / T6511 / Extrusion | Great Lakes Plate & Bar Co | USA | 335.4 | NO | Callout | Material Spec mismatch (AMS-QQ-A-200/11 vs required AMS-QQ-A-250/12) (ENG-MSP 4 — no interchange permitted) |
| REQ-R7W2 | PRG-MERIDIAN | 3 | 7075 / AMS-QQ-A-250/12 / T651 / Plate | LOT-4A8D62 | 7075 / AMS-QQ-A-250/12 / T651 / Plate | Tri-State Metals Distribution | USA | 588 | NO | Certification | Cert = C of C; 3.1/3.2 MTR required (ENG-MSP 2) |
| REQ-R7W2 | PRG-MERIDIAN | 3 | 7075 / AMS-QQ-A-250/12 / T651 / Plate | LOT-5C9A16 | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | Hangzhou Precision Alloys Co | China | 736 | NO | Callout | Temper / Condition mismatch (T7351 vs required T651) (ENG-MSP 4 — no interchange permitted); China melt is non-qualifying origin; CUST-EU applies to PRG-MERIDIAN (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| REQ-R7W2 | PRG-MERIDIAN | 3 | 7075 / AMS-QQ-A-250/12 / T651 / Plate | LOT-7F3A2B | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | Cascade Rolled Products LLC | USA | 516.6 | NO | Callout | Temper / Condition mismatch (T7351 vs required T651) (ENG-MSP 4 — no interchange permitted) |
| REQ-R7W2 | PRG-MERIDIAN | 3 | 7075 / AMS-QQ-A-250/12 / T651 / Plate | LOT-8D4B19 | 7075 / AMS-QQ-A-200/11 / T6511 / Extrusion | Cascade Rolled Products LLC | USA | 388.85 | NO | Callout | Material Spec mismatch (AMS-QQ-A-200/11 vs required AMS-QQ-A-250/12) (ENG-MSP 4 — no interchange permitted) |
| REQ-W3F9 | PRG-MERIDIAN | 3 | 15-5PH / AMS 5659 / H1025 / Bar | LOT-1D6B43 | 15-5PH / AMS 5862 / Cond A / Plate | Volga Forged Steel OAO | Russia | 664 | NO | Callout | Material Spec mismatch (AMS 5862 vs required AMS 5659) (ENG-MSP 4 — no interchange permitted); Volga Forged Steel OAO AMSL status = Not Approved (ENG-MSP 3); Russia melt is non-qualifying origin; CUST-EU applies to PRG-MERIDIAN (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| REQ-W3F9 | PRG-MERIDIAN | 3 | 15-5PH / AMS 5659 / H1025 / Bar | LOT-4D1A95 | 15-5PH / AMS 5862 / Cond A / Plate | Lone Star Aerospace Metals | USA | 437.4 | NO | Callout | Material Spec mismatch (AMS 5862 vs required AMS 5659) (ENG-MSP 4 — no interchange permitted); Lone Star Aerospace Metals AMSL status = Conditional (ENG-MSP 3) |
| REQ-W3F9 | PRG-MERIDIAN | 3 | 15-5PH / AMS 5659 / H1025 / Bar | LOT-6B2F39 | 15-5PH / AMS 5862 / Cond A / Plate | Adriatic Aero Alloys d.o.o. | Slovenia | 500.2 | NO | Callout | Material Spec mismatch (AMS 5862 vs required AMS 5659) (ENG-MSP 4 — no interchange permitted) |
| REQ-W3F9 | PRG-MERIDIAN | 3 | 15-5PH / AMS 5659 / H1025 / Bar | LOT-B3E7C0 | 15-5PH / AMS 5862 / Cond A / Plate | Ardenne Steelworks SA | France | 979.4 | NO | Callout | Material Spec mismatch (AMS 5862 vs required AMS 5659) (ENG-MSP 4 — no interchange permitted); Open hold: Quality Hold - MRB (ENG-MSP 2) |
| REQ-W3F9 | PRG-MERIDIAN | 3 | 15-5PH / AMS 5659 / H1025 / Bar | LOT-C7A340 | 15-5PH / AMS 5659 / H1025 / Bar | Hangzhou Precision Alloys Co | China | 252 | NO | Origin | China melt is non-qualifying origin; CUST-EU applies to PRG-MERIDIAN (ENG-MSP 3 / PC-2026-0618 Sec.3) |
6. Allocation Decisions
| Allocation Decisions — Compliant Inventory Committed This Cycle | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Allocation runs strictly in program-priority order over the eligible pool only. Column J is the figure the Requirement Coverage sheet sums. | |||||||||||
| Requirement | Program | Rank | Callout | Lot ID | Heat / Cast | Source | Melt | Lot Yield-Adj Qty (lb) | Allocated This Cycle (lb) | Lot Balance After (lb) | Allocation Rationale |
| REQ-H4A2 | PRG-RAVEN | 1 | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | LOT-7F3A2B | HEAT-9D4E7B | Cascade Rolled Products LLC | USA | 516.6 | 516.6 | 0 | Priority rank 1; lot passes all gates. |
| REQ-K9P1 | PRG-RAVEN | 1 | 4340 / AMS 6415 / Annealed / Bar | LOT-3E8C71 | HEAT-7A2F94 | Brunderman Forge & Bar Inc | USA | 416 | 416 | 0 | Priority rank 1; lot passes all gates. |
| REQ-K9P1 | PRG-RAVEN | 1 | 4340 / AMS 6415 / Annealed / Bar | LOT-9A4F37 | HEAT-7B2D58 | Brunderman Forge & Bar Inc | USA | 244 | 199 | 45 | Priority rank 1 allocated ahead of REQ-H7D5 competing for the same lot (PC-2026-0618 Sec. 4). |
| REQ-X5M3 | PRG-RAVEN | 1 | 15-5PH / AMS 5862 / Cond A / Plate | LOT-6B2F39 | HEAT-2C8D71 | Adriatic Aero Alloys d.o.o. | Slovenia | 500.2 | 394 | 106.2 | Priority rank 1 allocated ahead of REQ-T2C7 competing for the same lot (PC-2026-0618 Sec. 4). |
| REQ-F6B8 | PRG-SABLE | 2 | 6061 / AMS 4117 / T651 / Bar | LOT-7E1C95 | HEAT-2D5A83 | Cascade Rolled Products LLC | USA | 237.8 | 233 | 4.8 | Priority rank 2 allocated ahead of REQ-G2J9 competing for the same lot (PC-2026-0618 Sec. 4). |
| REQ-T2C7 | PRG-SABLE | 2 | 15-5PH / AMS 5862 / Cond A / Plate | LOT-6B2F39 | HEAT-2C8D71 | Adriatic Aero Alloys d.o.o. | Slovenia | 500.2 | 106.2 | 0 | Priority rank 2 allocated ahead of REQ-X5M3 competing for the same lot (PC-2026-0618 Sec. 4). |
| REQ-D7R4 | PRG-MERIDIAN | 3 | 2024 / AMS-QQ-A-200/3 / T3511 / Extrusion | LOT-5B2E88 | HEAT-3D8F52 | Cascade Rolled Products LLC | USA | 323.9 | 323.9 | 0 | Priority rank 3; lot passes all gates. |
| REQ-G2J9 | PRG-MERIDIAN | 3 | 6061 / AMS 4117 / T651 / Bar | LOT-7E1C95 | HEAT-2D5A83 | Cascade Rolled Products LLC | USA | 237.8 | 4.8 | 0 | Priority rank 3 allocated ahead of REQ-F6B8 competing for the same lot (PC-2026-0618 Sec. 4). |
| REQ-M1X8 | PRG-MERIDIAN | 3 | 6061 / AMS-QQ-A-250/11 / T651 / Plate | LOT-A1E9F4 | HEAT-4C7D29 | Tri-State Metals Distribution | USA | 591.6 | 512 | 79.6 | Priority rank 3; lot passes all gates. |
| REQ-R7W2 | PRG-MERIDIAN | 3 | 7075 / AMS-QQ-A-250/12 / T651 / Plate | LOT-2C9E14 | HEAT-4A1F60 | Cascade Rolled Products LLC | USA | 586.5 | 412 | 174.5 | Priority rank 3 allocated ahead of REQ-S6P3 competing for the same lot (PC-2026-0618 Sec. 4). |
| REQ-J5G7 | PRG-TUNDRA | 4 | 7075 / AMS-QQ-A-200/11 / T6511 / Extrusion | LOT-8D4B19 | HEAT-1C9E37 | Cascade Rolled Products LLC | USA | 388.85 | 388.85 | 0 | Priority rank 4; lot passes all gates. |
| REQ-J5G7 | PRG-TUNDRA | 4 | 7075 / AMS-QQ-A-200/11 / T6511 / Extrusion | LOT-2E6B95 | HEAT-7D3F28 | Great Lakes Plate & Bar Co | USA | 335.4 | 66.15 | 269.25 | Priority rank 4 allocated ahead of REQ-E9C1 competing for the same lot (PC-2026-0618 Sec. 4). |
| REQ-P2H6 | PRG-TUNDRA | 4 | 17-4PH / AMS 5604 / H1075 / Bar | LOT-6F2A87 | HEAT-5D3B81 | Pohang Advanced Alloy | South Korea | 289 | 284 | 5 | Priority rank 4 allocated ahead of REQ-U4B8 competing for the same lot (PC-2026-0618 Sec. 4). |
| REQ-N3K4 | PRG-HALCYON | 5 | 2024 / AMS-QQ-A-250/4 / T351 / Plate | LOT-9C5F28 | HEAT-3F6D17 | Cascade Rolled Products LLC | USA | 385.95 | 301 | 84.95 | Priority rank 5; lot passes all gates. |
| REQ-Q8L5 | PRG-HALCYON | 5 | 6061 / AMS-QQ-A-250/11 / T651 / Plate | LOT-3A7C82 | HEAT-5B1E94 | Great Lakes Plate & Bar Co | USA | 765.6 | 726 | 39.6 | Priority rank 5; lot passes all gates. |
| REQ-S6P3 | PRG-HALCYON | 5 | 7075 / AMS-QQ-A-250/12 / T651 / Plate | LOT-2C9E14 | HEAT-4A1F60 | Cascade Rolled Products LLC | USA | 586.5 | 174.5 | 0 | Priority rank 5 allocated ahead of REQ-R7W2 competing for the same lot (PC-2026-0618 Sec. 4). |
| REQ-A2F7 | PRG-CALDER | 6 | 6061 / AMS-QQ-A-250/11 / T651 / Plate | LOT-E8C520 | HEAT-2A6B74 | Cascade Rolled Products LLC | USA | 950.4 | 333 | 617.4 | Priority rank 6; lot passes all gates. |
| REQ-E9C1 | PRG-CALDER | 6 | 7075 / AMS-QQ-A-200/11 / T6511 / Extrusion | LOT-2E6B95 | HEAT-7D3F28 | Great Lakes Plate & Bar Co | USA | 335.4 | 269.25 | 0 | Priority rank 6 allocated ahead of REQ-J5G7 competing for the same lot (PC-2026-0618 Sec. 4). |
| REQ-H7D5 | PRG-CALDER | 6 | 4340 / AMS 6415 / Annealed / Bar | LOT-9A4F37 | HEAT-7B2D58 | Brunderman Forge & Bar Inc | USA | 244 | 45 | 0 | Priority rank 6 allocated ahead of REQ-K9P1 competing for the same lot (PC-2026-0618 Sec. 4). |
| REQ-U4B8 | PRG-CALDER | 6 | 17-4PH / AMS 5604 / H1075 / Bar | LOT-6F2A87 | HEAT-5D3B81 | Pohang Advanced Alloy | South Korea | 289 | 5 | 0 | Priority rank 6 allocated ahead of REQ-P2H6 competing for the same lot (PC-2026-0618 Sec. 4). |
| REQ-W9A3 | PRG-CALDER | 6 | 15-5PH / AMS 5659 / H1025 / Bar | LOT-C7A340 | HEAT-9F1B66 | Hangzhou Precision Alloys Co | China | 252 | 147 | 105 | Rank 6 CALDER allocated ahead of rank 3 MERIDIAN REQ-W3F9: the lot is China melt and MERIDIAN carries CUST-EU, so MERIDIAN is not an eligible claimant. Priority ranks only eligible claimants. |
| TOTAL ALLOCATED | 5857.25 | 435 | |||||||||
| REMAINING BALANCES AFTER ALLOCATION | |||||||||||
| Lot ID | Alloy | Rank | Callout | Lot ID | Heat / Cast | Source | Melt | Yield-Adj Qty (lb) | Committed (lb) | Free Balance (lb) | Availability |
| LOT-B3E7C0 | 15-5PH | 440 | LOT-B3E7C0 | HEAT-5F9A21 | Ardenne Steelworks SA | France | 979.4 | 0 | 979.4 | NOT AVAILABLE — blocked (see sheet 4) | |
| LOT-5C9A16 | 7075 | 442 | LOT-5C9A16 | HEAT-7E2B58 | Hangzhou Precision Alloys Co | China | 736 | 0 | 736 | Free, but usable only on HALCYON / CALDER (no origin restriction) | |
| LOT-1D6B43 | 15-5PH | 440 | LOT-1D6B43 | HEAT-9A4E72 | Volga Forged Steel OAO | Russia | 664 | 0 | 664 | NOT AVAILABLE — blocked (see sheet 4) | |
| LOT-1F9D63 | 6061 | 444 | LOT-1F9D63 | HEAT-6E4C18 | Meridian Metal Service Center | USA | 653.6 | 0 | 653.6 | NOT AVAILABLE — blocked (see sheet 4) | |
| LOT-E8C520 | 6061 | 444 | LOT-E8C520 | HEAT-2A6B74 | Cascade Rolled Products LLC | USA | 950.4 | 333 | 617.4 | Free and unrestricted — carry forward as buffer | |
| LOT-D6B821 | 4340 | 446 | LOT-D6B821 | HEAT-1E7C93 | Tri-State Metals Distribution | USA | 592.8 | 0 | 592.8 | NOT AVAILABLE — blocked (see sheet 4) | |
| LOT-4A8D62 | 7075 | 447 | LOT-4A8D62 | HEAT-6B9C40 | Tri-State Metals Distribution | USA | 588 | 0 | 588 | NOT AVAILABLE — blocked (see sheet 4) | |
| LOT-4D1A95 | 15-5PH | 440 | LOT-4D1A95 | HEAT-8C3E47 | Lone Star Aerospace Metals | USA | 437.4 | 0 | 437.4 | NOT AVAILABLE — blocked (see sheet 4) | |
| LOT-2B7E54 | 300M | 448 | LOT-2B7E54 | HEAT-8E1A49 | Yellow River Specialty Steel | China | 214.6 | 0 | 214.6 | Free, but usable only on HALCYON / CALDER (no origin restriction) | |
| LOT-8F4D17 | 17-4PH | 449 | LOT-8F4D17 | HEAT-1A9C63 | Ardenne Steelworks SA | France | 212.5 | 0 | 212.5 | NOT AVAILABLE — blocked (see sheet 4) | |
| LOT-C7A340 | 15-5PH | 450 | LOT-C7A340 | HEAT-9F1B66 | Hangzhou Precision Alloys Co | China | 252 | 147 | 105 | Free, but usable only on HALCYON / CALDER (no origin restriction) | |
| LOT-9C5F28 | 2024 | 451 | LOT-9C5F28 | HEAT-3F6D17 | Cascade Rolled Products LLC | USA | 385.95 | 301 | 84.95 | Free and unrestricted — carry forward as buffer | |
| LOT-A1E9F4 | 6061 | 444 | LOT-A1E9F4 | HEAT-4C7D29 | Tri-State Metals Distribution | USA | 591.6 | 512 | 79.6 | Free and unrestricted — carry forward as buffer | |
| LOT-3A7C82 | 6061 | 444 | LOT-3A7C82 | HEAT-5B1E94 | Great Lakes Plate & Bar Co | USA | 765.6 | 726 | 39.6 | Free and unrestricted — carry forward as buffer |
7. Quote Feasibility
| Supplier Quote Feasibility Screen | |||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| All 32 quote lines. Lines answering an active shortfall are screened requirement-by-requirement; the rest are screened on source, certification and origin and marked 'no open requirement'. | |||||||||||||||||||
| Quote ID | RFQ ID | Requirement | Source | Src Status | Melt | Material Offered | Cert Offered | Qty (lb) | MOQ (lb) | Unit ($/lb) | Ext. Cost ($) | LT (days) | Quoted Receipt | Need-By | Margin (days) | Quote Expiry | Latest PO Release | Feasible? | Assessment |
| QTE-8B3F19 | RFQ-1C9E44 | REQ-C9T1 | Brunderman Forge & Bar Inc | Approved | USA | 300M / AMS 6419 / Annealed / Bar | 3.1 | 250 | 150 | 14.2 | 3550 | 27 | 2026-07-26 | 2026-08-03 | 8 | 2026-07-14 | 2026-07-07 | FEASIBLE | Compliant and on schedule (8 days before need-by) |
| QTE-4E9A72 | RFQ-1C9E44 | REQ-C9T1 | Yellow River Specialty Steel | Approved | China | 300M / AMS 6419 / Annealed / Bar | 3.1 | 300 | 150 | 9.55 | 2865 | 20 | 2026-07-19 | 2026-08-03 | 15 | 2026-07-09 | 2026-07-14 | REJECTED | China melt is non-qualifying origin; DFARS applies to PRG-RAVEN (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| QTE-A3F91C | RFQ-6C2A91 | REQ-H4A2 | Cascade Rolled Products LLC | Approved | USA | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | 3.1 | 600 | 250 | 9.4 | 5640 | 26 | 2026-07-30 | 2026-08-10 | 11 | 2026-07-15 | 2026-07-15 | FEASIBLE | Compliant and on schedule (11 days before need-by) |
| QTE-7D2B40 | RFQ-6C2A91 | REQ-H4A2 | Hangzhou Precision Alloys Co | Approved | China | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | 3.1 | 800 | 400 | 6.85 | 5480 | 19 | 2026-07-22 | 2026-08-10 | 19 | 2026-07-10 | 2026-07-22 | REJECTED | China melt is non-qualifying origin; DFARS applies to PRG-RAVEN (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| QTE-F1C8A6 | RFQ-6C2A91 | REQ-H4A2 | Great Lakes Plate & Bar Co | Approved | USA | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | 3.1 | 450 | 250 | 9.95 | 4477.5 | 34 | 2026-08-14 | 2026-08-10 | -4 | 2026-07-18 | 2026-07-07 | REJECTED | Quoted receipt 2026-08-14 is on/after need-by 2026-08-10 (ENG-MSP 6) |
| QTE-A3F91C | RFQ-6C2A91 | REQ-B6N3 | Cascade Rolled Products LLC | Approved | USA | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | 3.1 | 600 | 250 | 9.4 | 5640 | 26 | 2026-07-30 | 2026-08-22 | 23 | 2026-07-15 | 2026-07-27 | FEASIBLE | Compliant and on schedule (23 days before need-by) |
| QTE-F1C8A6 | RFQ-6C2A91 | REQ-B6N3 | Great Lakes Plate & Bar Co | Approved | USA | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | 3.1 | 450 | 250 | 9.95 | 4477.5 | 34 | 2026-08-14 | 2026-08-22 | 8 | 2026-07-18 | 2026-07-19 | FEASIBLE | Compliant and on schedule (8 days before need-by) |
| QTE-7D2B40 | RFQ-6C2A91 | REQ-B6N3 | Hangzhou Precision Alloys Co | Approved | China | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | 3.1 | 800 | 400 | 6.85 | 5480 | 19 | 2026-07-22 | 2026-08-22 | 31 | 2026-07-10 | 2026-08-03 | REJECTED | China melt is non-qualifying origin; DFARS applies to PRG-SABLE (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| QTE-6D1B84 | RFQ-3C8F27 | REQ-L8Q4 | Brunderman Forge & Bar Inc | Approved | USA | 4340 / AMS 6359 / Norm / Plate | 3.1 | 450 | 250 | 6.9 | 3105 | 30 | 2026-08-26 | 2026-08-28 | 2 | 2026-08-05 | 2026-07-29 | FEASIBLE | Compliant and on schedule (2 days before need-by) |
| QTE-9A2E57 | RFQ-3C8F27 | REQ-L8Q4 | Yellow River Specialty Steel | Approved | China | 4340 / AMS 6359 / Norm / Plate | 3.1 | 500 | 250 | 5.45 | 2725 | 22 | 2026-08-18 | 2026-08-28 | 10 | 2026-08-02 | 2026-08-06 | REJECTED | China melt is non-qualifying origin; DFARS applies to PRG-SABLE (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| QTE-3A9F18 | RFQ-2B7E55 | REQ-T2C7 | Ardenne Steelworks SA | Approved | France | 15-5PH / AMS 5862 / Cond A / Plate | 3.1 | 900 | 400 | 11.75 | 10575 | 33 | 2026-08-06 | 2026-08-24 | 18 | 2026-07-20 | 2026-07-22 | FEASIBLE | Compliant and on schedule (18 days before need-by) |
| QTE-5D8B72 | RFQ-2B7E55 | REQ-T2C7 | Adriatic Aero Alloys d.o.o. | Approved | Slovenia | 15-5PH / AMS 5862 / Cond A / Plate | 3.1 | 700 | 300 | 12.4 | 8680 | 30 | 2026-08-03 | 2026-08-24 | 21 | 2026-07-22 | 2026-07-25 | FEASIBLE | Compliant and on schedule (21 days before need-by) |
| QTE-9C4E27 | RFQ-2B7E55 | REQ-T2C7 | Volga Forged Steel OAO | Not Approved | Russia | 15-5PH / AMS 5862 / Cond A / Plate | 3.1 | 1000 | 500 | 8.1 | 8100 | 24 | 2026-07-28 | 2026-08-24 | 27 | 2026-07-18 | 2026-07-31 | REJECTED | Volga Forged Steel OAO AMSL status = Not Approved (ENG-MSP 3); Russia melt is non-qualifying origin; DFARS applies to PRG-SABLE (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| QTE-6F1A93 | RFQ-2B7E55 | REQ-T2C7 | Lone Star Aerospace Metals | Conditional | USA | 15-5PH / AMS 5862 / Cond A / Plate | 3.1 | 600 | 300 | 10.2 | 6120 | 21 | 2026-07-26 | 2026-08-24 | 29 | 2026-07-19 | 2026-08-03 | REJECTED | Lone Star Aerospace Metals AMSL status = Conditional (ENG-MSP 3) |
| QTE-2D7C64 | RFQ-7F1A38 | REQ-D7R4 | Cascade Rolled Products LLC | Approved | USA | 2024 / AMS-QQ-A-200/3 / T3511 / Extrusion | 3.1 | 400 | 200 | 7.6 | 3040 | 29 | 2026-08-02 | 2026-09-18 | 47 | 2026-07-19 | 2026-08-20 | FEASIBLE | Compliant and on schedule (47 days before need-by) |
| QTE-9B4F27 | RFQ-7F1A38 | REQ-D7R4 | Tri-State Metals Distribution | Approved | USA | 2024 / AMS-QQ-A-200/3 / T3511 / Extrusion | 3.1 | 350 | 200 | 7.85 | 2747.5 | 18 | 2026-07-24 | 2026-09-18 | 56 | 2026-07-15 | 2026-08-31 | FEASIBLE | Compliant and on schedule (56 days before need-by) |
| QTE-1A6E38 | RFQ-2C7F49 | REQ-G2J9 | Cascade Rolled Products LLC | Approved | USA | 6061 / AMS 4117 / T651 / Bar | 3.1 | 300 | 150 | 5.75 | 1725 | 23 | 2026-08-12 | 2026-09-16 | 35 | 2026-07-25 | 2026-08-24 | FEASIBLE | Compliant and on schedule (35 days before need-by) |
| QTE-3F7D92 | RFQ-2C7F49 | REQ-G2J9 | Great Lakes Plate & Bar Co | Approved | USA | 6061 / AMS 4117 / T651 / Bar | 3.1 | 250 | 150 | 5.9 | 1475 | 19 | 2026-08-08 | 2026-09-16 | 39 | 2026-07-24 | 2026-08-28 | REJECTED | Great Lakes Plate & Bar Co not approved for AMS 4117 family (ENG-MSP 3) |
| QTE-2F8C41 | RFQ-8D3A19 | REQ-W3F9 | Ardenne Steelworks SA | Approved | France | 15-5PH / AMS 5659 / H1025 / Bar | 3.1 | 300 | 150 | 9.85 | 2955 | 28 | 2026-08-09 | 2026-09-14 | 36 | 2026-07-23 | 2026-08-17 | FEASIBLE | Compliant and on schedule (36 days before need-by) |
| QTE-8A1D63 | RFQ-8D3A19 | REQ-W3F9 | Hangzhou Precision Alloys Co | Approved | China | 15-5PH / AMS 5659 / H1025 / Bar | 3.1 | 350 | 150 | 7.4 | 2590 | 22 | 2026-07-27 | 2026-09-14 | 49 | 2026-07-17 | 2026-08-23 | REJECTED | China melt is non-qualifying origin; CUST-EU applies to PRG-MERIDIAN (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| QTE-3A9F18 | RFQ-2B7E55 | REQ-V1D9 | Ardenne Steelworks SA | Approved | France | 15-5PH / AMS 5862 / Cond A / Plate | 3.1 | 900 | 400 | 11.75 | 10575 | 33 | 2026-08-06 | 2026-10-06 | 61 | 2026-07-20 | 2026-09-03 | FEASIBLE | Compliant and on schedule (61 days before need-by) |
| QTE-5D8B72 | RFQ-2B7E55 | REQ-V1D9 | Adriatic Aero Alloys d.o.o. | Approved | Slovenia | 15-5PH / AMS 5862 / Cond A / Plate | 3.1 | 700 | 300 | 12.4 | 8680 | 30 | 2026-08-03 | 2026-10-06 | 64 | 2026-07-22 | 2026-09-06 | FEASIBLE | Compliant and on schedule (64 days before need-by) |
| QTE-9C4E27 | RFQ-2B7E55 | REQ-V1D9 | Volga Forged Steel OAO | Not Approved | Russia | 15-5PH / AMS 5862 / Cond A / Plate | 3.1 | 1000 | 500 | 8.1 | 8100 | 24 | 2026-07-28 | 2026-10-06 | 70 | 2026-07-18 | 2026-09-12 | REJECTED | Volga Forged Steel OAO AMSL status = Not Approved (ENG-MSP 3); Russia melt is non-qualifying origin; CUST-EU applies to PRG-TUNDRA (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| QTE-6F1A93 | RFQ-2B7E55 | REQ-V1D9 | Lone Star Aerospace Metals | Conditional | USA | 15-5PH / AMS 5862 / Cond A / Plate | 3.1 | 600 | 300 | 10.2 | 6120 | 21 | 2026-07-26 | 2026-10-06 | 72 | 2026-07-19 | 2026-09-15 | REJECTED | Lone Star Aerospace Metals AMSL status = Conditional (ENG-MSP 3) |
| QTE-2D7C64 | RFQ-7F1A38 | REQ-Y8K2 | Cascade Rolled Products LLC | Approved | USA | 2024 / AMS-QQ-A-200/3 / T3511 / Extrusion | 3.1 | 400 | 200 | 7.6 | 3040 | 29 | 2026-08-02 | 2026-10-11 | 70 | 2026-07-19 | 2026-09-12 | FEASIBLE | Compliant and on schedule (70 days before need-by) |
| QTE-9B4F27 | RFQ-7F1A38 | REQ-Y8K2 | Tri-State Metals Distribution | Approved | USA | 2024 / AMS-QQ-A-200/3 / T3511 / Extrusion | 3.1 | 350 | 200 | 7.85 | 2747.5 | 18 | 2026-07-24 | 2026-10-11 | 79 | 2026-07-15 | 2026-09-23 | FEASIBLE | Compliant and on schedule (79 days before need-by) |
| QTE-9E4B27 | RFQ-6F2C83 | REQ-S6P3 | Cascade Rolled Products LLC | Approved | USA | 7075 / AMS-QQ-A-250/12 / T651 / Plate | 3.1 | 500 | 250 | 8.7 | 4350 | 25 | 2026-08-04 | 2026-11-04 | 92 | 2026-07-20 | 2026-10-10 | FEASIBLE | Compliant and on schedule (92 days before need-by) |
| QTE-4C8F12 | RFQ-6F2C83 | REQ-S6P3 | Great Lakes Plate & Bar Co | Approved | USA | 7075 / AMS-QQ-A-250/12 / T651 / Plate | 3.1 | 400 | 250 | 8.95 | 3580 | 21 | 2026-08-01 | 2026-11-04 | 95 | 2026-07-18 | 2026-10-14 | FEASIBLE | Compliant and on schedule (95 days before need-by) |
| QTE-9A2E57 | RFQ-3C8F27 | REQ-Z4V2 | Yellow River Specialty Steel | Approved | China | 4340 / AMS 6359 / Norm / Plate | 3.1 | 500 | 250 | 5.45 | 2725 | 22 | 2026-08-18 | 2026-11-01 | 75 | 2026-08-02 | 2026-10-10 | FEASIBLE | Compliant and on schedule (75 days before need-by) |
| QTE-6D1B84 | RFQ-3C8F27 | REQ-Z4V2 | Brunderman Forge & Bar Inc | Approved | USA | 4340 / AMS 6359 / Norm / Plate | 3.1 | 450 | 250 | 6.9 | 3105 | 30 | 2026-08-26 | 2026-11-01 | 67 | 2026-08-05 | 2026-10-02 | FEASIBLE | Compliant and on schedule (67 days before need-by) |
| QTE-C1E7B4 | RFQ-5A2F61 | REQ-E9C1 | Cascade Rolled Products LLC | Approved | USA | 7075 / AMS-QQ-A-200/11 / T6511 / Extrusion | 3.1 | 500 | 250 | 8.9 | 4450 | 30 | 2026-08-03 | 2026-11-14 | 103 | 2026-07-22 | 2026-10-15 | FEASIBLE | Compliant and on schedule (103 days before need-by) |
| QTE-3D9B16 | RFQ-5A2F61 | REQ-E9C1 | Great Lakes Plate & Bar Co | Approved | USA | 7075 / AMS-QQ-A-200/11 / T6511 / Extrusion | 3.1 | 400 | 250 | 9.15 | 3660 | 24 | 2026-07-29 | 2026-11-14 | 108 | 2026-07-20 | 2026-10-21 | FEASIBLE | Compliant and on schedule (108 days before need-by) |
| QTE-1E8C57 | RFQ-9A4F22 | REQ-H7D5 | Brunderman Forge & Bar Inc | Approved | USA | 4340 / AMS 6415 / Annealed / Bar | 3.1 | 650 | 300 | 5.2 | 3380 | 22 | 2026-07-25 | 2026-11-13 | 111 | 2026-07-12 | 2026-10-22 | FEASIBLE | Compliant and on schedule (111 days before need-by) |
| QTE-D9F3B1 | RFQ-9A4F22 | REQ-H7D5 | Great Lakes Plate & Bar Co | Approved | USA | 4340 / AMS 6415 / Annealed / Bar | 3.1 | 500 | 250 | 5.35 | 2675 | 20 | 2026-07-23 | 2026-11-13 | 113 | 2026-07-14 | 2026-10-24 | FEASIBLE | Compliant and on schedule (113 days before need-by) |
| QTE-B6D2A9 | RFQ-9A4F22 | REQ-H7D5 | Tri-State Metals Distribution | Approved | USA | 4340 / AMS 6415 / Annealed / Bar | C of C | 700 | 250 | 4.95 | 3465 | 12 | 2026-07-15 | 2026-11-13 | 121 | 2026-07-08 | 2026-11-01 | REJECTED | Cert offered = C of C; 3.1/3.2 MTR required (ENG-MSP 2) |
| QTE-6A2D58 | RFQ-3E8B27 | REQ-U4B8 | Pohang Advanced Alloy | Approved | South Korea | 17-4PH / AMS 5604 / H1075 / Bar | 3.1 | 350 | 200 | 10.9 | 3815 | 31 | 2026-08-04 | 2026-11-18 | 106 | 2026-07-21 | 2026-10-18 | FEASIBLE | Compliant and on schedule (106 days before need-by) |
| QTE-7E2A85 | RFQ-3E8B27 | REQ-U4B8 | Adriatic Aero Alloys d.o.o. | Approved | Slovenia | 17-4PH / AMS 5604 / H1075 / Bar | 3.1 | 250 | 150 | 11.1 | 2775 | 35 | 2026-08-15 | 2026-11-18 | 95 | 2026-07-23 | 2026-10-14 | FEASIBLE | Compliant and on schedule (95 days before need-by) |
| QTE-1F7C93 | RFQ-3E8B27 | REQ-U4B8 | Ardenne Steelworks SA | Approved | France | 17-4PH / AMS 5604 / H1075 / Bar | 3.1 | 300 | 150 | 11.4 | 3420 | 26 | 2026-08-01 | 2026-11-18 | 109 | 2026-07-20 | 2026-10-23 | FEASIBLE | Compliant and on schedule (109 days before need-by) |
| QTE-2A7E61 | RFQ-4D8A12 | — none open — | Great Lakes Plate & Bar Co | Approved | USA | 6061 / AMS-QQ-A-250/11 / T651 / Plate | 3.1 | 650 | 300 | 4.45 | 2892.5 | 28 | 2026-08-12 | n/a | n/a | 2026-07-28 | n/a | NO OPEN REQ | Source, certification and origin acceptable, but no open shortfall answers this callout this cycle — all demand for it is covered from compliant inventory. Do not action. |
| QTE-5B9E41 | RFQ-4B9D52 | — none open — | Cascade Rolled Products LLC | Approved | USA | 2024 / AMS-QQ-A-250/4 / T351 / Plate | 3.1 | 350 | 200 | 6.65 | 2327.5 | 24 | 2026-09-28 | n/a | n/a | 2026-09-08 | n/a | NO OPEN REQ | Source, certification and origin acceptable, but no open shortfall answers this callout this cycle — all demand for it is covered from compliant inventory. Do not action. |
| QTE-5F1B83 | RFQ-4D8A12 | — none open — | Cascade Rolled Products LLC | Approved | USA | 6061 / AMS-QQ-A-250/11 / T651 / Plate | 3.1 | 800 | 300 | 4.3 | 3440 | 41 | 2026-08-25 | n/a | n/a | 2026-08-01 | n/a | NO OPEN REQ | Source, certification and origin acceptable, but no open shortfall answers this callout this cycle — all demand for it is covered from compliant inventory. Do not action. |
| QTE-7C3A95 | RFQ-4B9D52 | — none open — | Tri-State Metals Distribution | Approved | USA | 2024 / AMS-QQ-A-250/4 / T351 / Plate | 3.1 | 400 | 200 | 6.4 | 2560 | 18 | 2026-09-22 | n/a | n/a | 2026-09-05 | n/a | NO OPEN REQ | Source, certification and origin acceptable, but no open shortfall answers this callout this cycle — all demand for it is covered from compliant inventory. Do not action. |
| QTE-8C3D49 | RFQ-4D8A12 | — none open — | Tri-State Metals Distribution | Approved | USA | 6061 / AMS-QQ-A-250/11 / T651 / Plate | 3.1 | 900 | 300 | 4.15 | 3735 | 16 | 2026-07-31 | n/a | n/a | 2026-07-21 | n/a | NO OPEN REQ | Source, certification and origin acceptable, but no open shortfall answers this callout this cycle — all demand for it is covered from compliant inventory. Do not action. |
8. Recommended Actions
| Recommended Sourcing Actions — Purchase Order Release Plan | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Eleven PO lines close the compliant-inventory gap; one further line is deferred as uneconomic. Costs are live formulas (PO Qty × Unit Price). Release each line by its Action-By date or re-quote. | |||||||||||||||||||||
| # | Action | Requirement(s) | Callout | Source | Melt | Quote ID | RFQ ID | Cert | Shortfall (lb) | MOQ (lb) | Quoted Qty (lb) | PO Qty (lb) | MOQ Overbuy (lb) | Unit ($/lb) | PO Cost ($) | LT (days) | Quoted Receipt | Need-By | Margin (days) | ACTION-BY | Rationale |
| 1 | RECOMMENDED | REQ-C9T1 | 300M / AMS 6419 / Annealed / Bar | Brunderman Forge & Bar Inc | USA | QTE-8B3F19 | RFQ-1C9E44 | 3.1 | 176 | 150 | 250 | 176 | 0 | 14.2 | 2499.2 | 27 | 2026-07-26 | 2026-08-03 | 8 | 2026-07-07 | SOLE compliant, schedule-feasible quote for this callout — no second source on schedule. |
| 2 | RECOMMENDED | REQ-H4A2, REQ-B6N3 | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | Cascade Rolled Products LLC | USA | QTE-A3F91C | RFQ-6C2A91 | 3.1 | 593.4 | 250 | 600 | 593.4 | 0 | 9.4 | 5577.96 | 26 | 2026-07-30 | 2026-08-10 | 11 | 2026-07-15 | Consolidates 2 requirements with an identical callout onto one quote line (593.4 lb against 600 lb quoted). SOLE compliant, schedule-feasible quote for this callout — no second source on schedule. |
| 3 | RECOMMENDED | REQ-T2C7, REQ-V1D9 | 15-5PH / AMS 5862 / Cond A / Plate | Ardenne Steelworks SA | France | QTE-3A9F18 | RFQ-2B7E55 | 3.1 | 680.8 | 400 | 900 | 680.8 | 0 | 11.75 | 7999.4 | 33 | 2026-08-06 | 2026-08-24 | 18 | 2026-07-20 | Consolidates 2 requirements with an identical callout onto one quote line (680.8 lb against 900 lb quoted). Lowest total PO cost among 2 compliant, schedule-feasible options. |
| 4 | RECOMMENDED | REQ-L8Q4 | 4340 / AMS 6359 / Norm / Plate | Brunderman Forge & Bar Inc | USA | QTE-6D1B84 | RFQ-3C8F27 | 3.1 | 287 | 250 | 450 | 287 | 0 | 6.9 | 1980.3 | 30 | 2026-08-26 | 2026-08-28 | 2 | 2026-07-29 | SOLE compliant, schedule-feasible quote for this callout — no second source on schedule. WARNING: only 2 days between quoted dock and need-by — insufficient margin for receiving inspection and in-house processing (ENG-MSP 6). |
| 5 | RECOMMENDED | REQ-W3F9 | 15-5PH / AMS 5659 / H1025 / Bar | Ardenne Steelworks SA | France | QTE-2F8C41 | RFQ-8D3A19 | 3.1 | 198 | 150 | 300 | 198 | 0 | 9.85 | 1950.3 | 28 | 2026-08-09 | 2026-09-14 | 36 | 2026-07-23 | SOLE compliant, schedule-feasible quote for this callout — no second source on schedule. |
| 6 | RECOMMENDED | REQ-G2J9 | 6061 / AMS 4117 / T651 / Bar | Cascade Rolled Products LLC | USA | QTE-1A6E38 | RFQ-2C7F49 | 3.1 | 154.2 | 150 | 300 | 154.2 | 0 | 5.75 | 886.65 | 23 | 2026-08-12 | 2026-09-16 | 35 | 2026-07-25 | SOLE compliant, schedule-feasible quote for this callout — no second source on schedule. |
| 7 | RECOMMENDED | REQ-D7R4, REQ-Y8K2 | 2024 / AMS-QQ-A-200/3 / T3511 / Extrusion | Cascade Rolled Products LLC | USA | QTE-2D7C64 | RFQ-7F1A38 | 3.1 | 236.1 | 200 | 400 | 236.1 | 0 | 7.6 | 1794.36 | 29 | 2026-08-02 | 2026-09-18 | 47 | 2026-07-19 | Consolidates 2 requirements with an identical callout onto one quote line (236.1 lb against 400 lb quoted). Lowest total PO cost among 2 compliant, schedule-feasible options. |
| 8 | RECOMMENDED | REQ-Z4V2 | 4340 / AMS 6359 / Norm / Plate | Yellow River Specialty Steel | China | QTE-9A2E57 | RFQ-3C8F27 | 3.1 | 389 | 250 | 500 | 389 | 0 | 5.45 | 2120.05 | 22 | 2026-08-18 | 2026-11-01 | 75 | 2026-08-02 | Lowest total PO cost among 2 compliant, schedule-feasible options. |
| 9 | RECOMMENDED | REQ-S6P3 | 7075 / AMS-QQ-A-250/12 / T651 / Plate | Cascade Rolled Products LLC | USA | QTE-9E4B27 | RFQ-6F2C83 | 3.1 | 69.5 | 250 | 500 | 250 | 180.5 | 8.7 | 2175 | 25 | 2026-08-04 | 2026-11-04 | 92 | 2026-07-20 | Lowest total PO cost among 2 compliant, schedule-feasible options. Minimum order of 250 lb forces 180.5 lb of surplus. |
| 10 | RECOMMENDED | REQ-H7D5 | 4340 / AMS 6415 / Annealed / Bar | Great Lakes Plate & Bar Co | USA | QTE-D9F3B1 | RFQ-9A4F22 | 3.1 | 160 | 250 | 500 | 250 | 90 | 5.35 | 1337.5 | 20 | 2026-07-23 | 2026-11-13 | 113 | 2026-07-14 | Lowest total PO cost among 2 compliant, schedule-feasible options. Minimum order of 250 lb forces 90 lb of surplus. |
| 11 | RECOMMENDED | REQ-U4B8 | 17-4PH / AMS 5604 / H1075 / Bar | Adriatic Aero Alloys d.o.o. | Slovenia | QTE-7E2A85 | RFQ-3E8B27 | 3.1 | 157 | 150 | 250 | 157 | 0 | 11.1 | 1742.7 | 35 | 2026-08-15 | 2026-11-18 | 95 | 2026-07-23 | Lowest total PO cost among 3 compliant, schedule-feasible options. |
| 12 | DEFERRED | REQ-E9C1 | 7075 / AMS-QQ-A-200/11 / T6511 / Extrusion | Cascade Rolled Products LLC | USA | QTE-C1E7B4 | RFQ-5A2F61 | 3.1 | 1.75 | 250 | 500 | 250 | 248.25 | 8.9 | 2225 | 30 | 2026-08-03 | 2026-11-14 | 103 | 2026-07-22 | DO NOT RELEASE YET. A 1.75 lb residual (0.6% of the requirement) would require a 250 lb minimum order at $2,225.00. Re-verify the remnant at cut planning first; CALDER's need-by is 2026-11-14 so there is time. |
| 240 | 3101 | 3371.5 | 270.5 | 30063.42 | 623 | ||||||||||||||||
| 621 | 2225 | 624 | |||||||||||||||||||
| COST OF COMPLIANCE — what the compliant selection costs versus the cheapest non-compliant option on the same callout | |||||||||||||||||||||
| # | Requirement(s) | Selected (compliant) | Sel. Qty (lb) | Sel. $/lb | Sel. Cost ($) | Cheapest Rejected | Rej. Source | Rej. $/lb | Rej. Cost ($) | Compliance Premium ($) | Why the cheaper option is not usable | ||||||||||
| 1 | REQ-T2C7,REQ-V1D9 | QTE-3A9F18 — Ardenne Steelworks SA | 680.8 | 11.75 | 7999.4 | QTE-9C4E27 | Volga Forged Steel OAO | 8.1 | 5514.48 | 2484.92 | Volga Forged Steel OAO AMSL status = Not Approved (ENG-MSP 3); Russia melt is non-qualifying origin; DFARS applies to PRG-SABLE (ENG-MSP 3 / PC-2026-0618 Sec.3) | ||||||||||
| 2 | REQ-H4A2,REQ-B6N3 | QTE-A3F91C — Cascade Rolled Products LLC | 593.4 | 9.4 | 5577.96 | QTE-7D2B40 | Hangzhou Precision Alloys Co | 6.85 | 4064.79 | 1513.17 | China melt is non-qualifying origin; DFARS applies to PRG-RAVEN (ENG-MSP 3 / PC-2026-0618 Sec.3) | ||||||||||
| 3 | REQ-C9T1 | QTE-8B3F19 — Brunderman Forge & Bar Inc | 176 | 14.2 | 2499.2 | QTE-4E9A72 | Yellow River Specialty Steel | 9.55 | 1680.8 | 818.4 | China melt is non-qualifying origin; DFARS applies to PRG-RAVEN (ENG-MSP 3 / PC-2026-0618 Sec.3) | ||||||||||
| 4 | REQ-W3F9 | QTE-2F8C41 — Ardenne Steelworks SA | 198 | 9.85 | 1950.3 | QTE-8A1D63 | Hangzhou Precision Alloys Co | 7.4 | 1465.2 | 485.1 | China melt is non-qualifying origin; CUST-EU applies to PRG-MERIDIAN (ENG-MSP 3 / PC-2026-0618 Sec.3) | ||||||||||
| 5 | REQ-L8Q4 | QTE-6D1B84 — Brunderman Forge & Bar Inc | 287 | 6.9 | 1980.3 | QTE-9A2E57 | Yellow River Specialty Steel | 5.45 | 1564.15 | 416.15 | China melt is non-qualifying origin; DFARS applies to PRG-SABLE (ENG-MSP 3 / PC-2026-0618 Sec.3) | ||||||||||
| 6 | REQ-H7D5 | QTE-D9F3B1 — Great Lakes Plate & Bar Co | 250 | 5.35 | 1337.5 | QTE-B6D2A9 | Tri-State Metals Distribution | 4.95 | 1237.5 | 100 | Cert offered = C of C; 3.1/3.2 MTR required (ENG-MSP 2) | ||||||||||
| 644 | 5817.74 | Unavoidable. These are contract and airworthiness requirements, not preferences; PC-2026-0618 Sec. 1 states they may not be relaxed for cost or schedule convenience. |
9. Alternatives Considered
| Alternatives Considered and Why They Were Not Taken | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Every quote line that answers a requirement with an open shortfall, and every on-hand lot that matched the callout but was rejected. Cheaper and faster options are shown explicitly. | ||||||||||||||||
| Requirement | Program | Callout | Option | Source / Lot Detail | Melt | Cert | Qty (lb) | MOQ (lb) | Unit ($/lb) | PO Cost at Need ($) | Quoted Receipt | Need-By | Margin (days) | Disposition | Category | Reason |
| REQ-C9T1 | PRG-RAVEN | 300M / AMS 6419 / Annealed / Bar | QTE-8B3F19 | Brunderman Forge & Bar Inc | USA | 3.1 | 250 | 150 | 14.2 | 2499.2 | 2026-07-26 | 2026-08-03 | 8 | SELECTED | Selected | Compliant and on schedule (8 days before need-by) |
| REQ-C9T1 | PRG-RAVEN | 300M / AMS 6419 / Annealed / Bar | QTE-4E9A72 | Yellow River Specialty Steel | China | 3.1 | 300 | 150 | 9.55 | 1680.8 | 2026-07-19 | 2026-08-03 | 15 | REJECTED | Country of origin / DFARS / CUST-EU | China melt is non-qualifying origin; DFARS applies to PRG-RAVEN (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| REQ-H4A2 | PRG-RAVEN | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | QTE-A3F91C | Cascade Rolled Products LLC | USA | 3.1 | 600 | 250 | 9.4 | 3058.76 | 2026-07-30 | 2026-08-10 | 11 | SELECTED | Selected | Compliant and on schedule (11 days before need-by) |
| REQ-H4A2 | PRG-RAVEN | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | QTE-7D2B40 | Hangzhou Precision Alloys Co | China | 3.1 | 800 | 400 | 6.85 | 2740 | 2026-07-22 | 2026-08-10 | 19 | REJECTED | Country of origin / DFARS / CUST-EU | China melt is non-qualifying origin; DFARS applies to PRG-RAVEN (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| REQ-H4A2 | PRG-RAVEN | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | QTE-F1C8A6 | Great Lakes Plate & Bar Co | USA | 3.1 | 450 | 250 | 9.95 | 3237.73 | 2026-08-14 | 2026-08-10 | -4 | REJECTED | Lead time / schedule | Quoted receipt 2026-08-14 is on/after need-by 2026-08-10 (ENG-MSP 6) |
| REQ-B6N3 | PRG-SABLE | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | QTE-A3F91C | Cascade Rolled Products LLC | USA | 3.1 | 600 | 250 | 9.4 | 2519.2 | 2026-07-30 | 2026-08-22 | 23 | SELECTED | Selected | Compliant and on schedule (23 days before need-by) |
| REQ-B6N3 | PRG-SABLE | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | QTE-7D2B40 | Hangzhou Precision Alloys Co | China | 3.1 | 800 | 400 | 6.85 | 2740 | 2026-07-22 | 2026-08-22 | 31 | REJECTED | Country of origin / DFARS / CUST-EU | China melt is non-qualifying origin; DFARS applies to PRG-SABLE (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| REQ-B6N3 | PRG-SABLE | 7075 / AMS-QQ-A-250/12 / T7351 / Plate | QTE-F1C8A6 | Great Lakes Plate & Bar Co | USA | 3.1 | 450 | 250 | 9.95 | 2666.6 | 2026-08-14 | 2026-08-22 | 8 | Not selected — compliant but not lowest total cost | Commercial — compliant but not lowest total cost | Compliant and on schedule (8 days before need-by) |
| REQ-L8Q4 | PRG-SABLE | 4340 / AMS 6359 / Norm / Plate | QTE-6D1B84 | Brunderman Forge & Bar Inc | USA | 3.1 | 450 | 250 | 6.9 | 1980.3 | 2026-08-26 | 2026-08-28 | 2 | SELECTED | Selected | Compliant and on schedule (2 days before need-by) |
| REQ-L8Q4 | PRG-SABLE | 4340 / AMS 6359 / Norm / Plate | QTE-9A2E57 | Yellow River Specialty Steel | China | 3.1 | 500 | 250 | 5.45 | 1564.15 | 2026-08-18 | 2026-08-28 | 10 | REJECTED | Country of origin / DFARS / CUST-EU | China melt is non-qualifying origin; DFARS applies to PRG-SABLE (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| REQ-T2C7 | PRG-SABLE | 15-5PH / AMS 5862 / Cond A / Plate | QTE-3A9F18 | Ardenne Steelworks SA | France | 3.1 | 900 | 400 | 11.75 | 4700 | 2026-08-06 | 2026-08-24 | 18 | SELECTED | Selected | Compliant and on schedule (18 days before need-by) |
| REQ-T2C7 | PRG-SABLE | 15-5PH / AMS 5862 / Cond A / Plate | QTE-9C4E27 | Volga Forged Steel OAO | Russia | 3.1 | 1000 | 500 | 8.1 | 4050 | 2026-07-28 | 2026-08-24 | 27 | REJECTED | Country of origin / DFARS / CUST-EU | Volga Forged Steel OAO AMSL status = Not Approved (ENG-MSP 3); Russia melt is non-qualifying origin; DFARS applies to PRG-SABLE (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| REQ-T2C7 | PRG-SABLE | 15-5PH / AMS 5862 / Cond A / Plate | QTE-6F1A93 | Lone Star Aerospace Metals | USA | 3.1 | 600 | 300 | 10.2 | 3302.76 | 2026-07-26 | 2026-08-24 | 29 | REJECTED | Approved-source status | Lone Star Aerospace Metals AMSL status = Conditional (ENG-MSP 3) |
| REQ-T2C7 | PRG-SABLE | 15-5PH / AMS 5862 / Cond A / Plate | QTE-5D8B72 | Adriatic Aero Alloys d.o.o. | Slovenia | 3.1 | 700 | 300 | 12.4 | 4015.12 | 2026-08-03 | 2026-08-24 | 21 | Not selected — compliant but not lowest total cost | Commercial — compliant but not lowest total cost | Compliant and on schedule (21 days before need-by) |
| REQ-D7R4 | PRG-MERIDIAN | 2024 / AMS-QQ-A-200/3 / T3511 / Extrusion | QTE-2D7C64 | Cascade Rolled Products LLC | USA | 3.1 | 400 | 200 | 7.6 | 1520 | 2026-08-02 | 2026-09-18 | 47 | SELECTED | Selected | Compliant and on schedule (47 days before need-by) |
| REQ-D7R4 | PRG-MERIDIAN | 2024 / AMS-QQ-A-200/3 / T3511 / Extrusion | QTE-9B4F27 | Tri-State Metals Distribution | USA | 3.1 | 350 | 200 | 7.85 | 1570 | 2026-07-24 | 2026-09-18 | 56 | Not selected — compliant but not lowest total cost | Commercial — compliant but not lowest total cost | Compliant and on schedule (56 days before need-by) |
| REQ-G2J9 | PRG-MERIDIAN | 6061 / AMS 4117 / T651 / Bar | QTE-1A6E38 | Cascade Rolled Products LLC | USA | 3.1 | 300 | 150 | 5.75 | 886.65 | 2026-08-12 | 2026-09-16 | 35 | SELECTED | Selected | Compliant and on schedule (35 days before need-by) |
| REQ-G2J9 | PRG-MERIDIAN | 6061 / AMS 4117 / T651 / Bar | QTE-3F7D92 | Great Lakes Plate & Bar Co | USA | 3.1 | 250 | 150 | 5.9 | 909.78 | 2026-08-08 | 2026-09-16 | 39 | REJECTED | Approved-source scope | Great Lakes Plate & Bar Co not approved for AMS 4117 family (ENG-MSP 3) |
| REQ-W3F9 | PRG-MERIDIAN | 15-5PH / AMS 5659 / H1025 / Bar | QTE-2F8C41 | Ardenne Steelworks SA | France | 3.1 | 300 | 150 | 9.85 | 1950.3 | 2026-08-09 | 2026-09-14 | 36 | SELECTED | Selected | Compliant and on schedule (36 days before need-by) |
| REQ-W3F9 | PRG-MERIDIAN | 15-5PH / AMS 5659 / H1025 / Bar | QTE-8A1D63 | Hangzhou Precision Alloys Co | China | 3.1 | 350 | 150 | 7.4 | 1465.2 | 2026-07-27 | 2026-09-14 | 49 | REJECTED | Country of origin / DFARS / CUST-EU | China melt is non-qualifying origin; CUST-EU applies to PRG-MERIDIAN (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| REQ-V1D9 | PRG-TUNDRA | 15-5PH / AMS 5862 / Cond A / Plate | QTE-3A9F18 | Ardenne Steelworks SA | France | 3.1 | 900 | 400 | 11.75 | 4700 | 2026-08-06 | 2026-10-06 | 61 | SELECTED | Selected | Compliant and on schedule (61 days before need-by) |
| REQ-V1D9 | PRG-TUNDRA | 15-5PH / AMS 5862 / Cond A / Plate | QTE-9C4E27 | Volga Forged Steel OAO | Russia | 3.1 | 1000 | 500 | 8.1 | 4050 | 2026-07-28 | 2026-10-06 | 70 | REJECTED | Country of origin / DFARS / CUST-EU | Volga Forged Steel OAO AMSL status = Not Approved (ENG-MSP 3); Russia melt is non-qualifying origin; CUST-EU applies to PRG-TUNDRA (ENG-MSP 3 / PC-2026-0618 Sec.3) |
| REQ-V1D9 | PRG-TUNDRA | 15-5PH / AMS 5862 / Cond A / Plate | QTE-6F1A93 | Lone Star Aerospace Metals | USA | 3.1 | 600 | 300 | 10.2 | 3641.4 | 2026-07-26 | 2026-10-06 | 72 | REJECTED | Approved-source status | Lone Star Aerospace Metals AMSL status = Conditional (ENG-MSP 3) |
| REQ-V1D9 | PRG-TUNDRA | 15-5PH / AMS 5862 / Cond A / Plate | QTE-5D8B72 | Adriatic Aero Alloys d.o.o. | Slovenia | 3.1 | 700 | 300 | 12.4 | 4426.8 | 2026-08-03 | 2026-10-06 | 64 | Not selected — compliant but not lowest total cost | Commercial — compliant but not lowest total cost | Compliant and on schedule (64 days before need-by) |
| REQ-Y8K2 | PRG-TUNDRA | 2024 / AMS-QQ-A-200/3 / T3511 / Extrusion | QTE-2D7C64 | Cascade Rolled Products LLC | USA | 3.1 | 400 | 200 | 7.6 | 1618.8 | 2026-08-02 | 2026-10-11 | 70 | SELECTED | Selected | Compliant and on schedule (70 days before need-by) |
| REQ-Y8K2 | PRG-TUNDRA | 2024 / AMS-QQ-A-200/3 / T3511 / Extrusion | QTE-9B4F27 | Tri-State Metals Distribution | USA | 3.1 | 350 | 200 | 7.85 | 1672.05 | 2026-07-24 | 2026-10-11 | 79 | Not selected — compliant but not lowest total cost | Commercial — compliant but not lowest total cost | Compliant and on schedule (79 days before need-by) |
| REQ-S6P3 | PRG-HALCYON | 7075 / AMS-QQ-A-250/12 / T651 / Plate | QTE-9E4B27 | Cascade Rolled Products LLC | USA | 3.1 | 500 | 250 | 8.7 | 2175 | 2026-08-04 | 2026-11-04 | 92 | SELECTED | Selected | Compliant and on schedule (92 days before need-by) |
| REQ-S6P3 | PRG-HALCYON | 7075 / AMS-QQ-A-250/12 / T651 / Plate | QTE-4C8F12 | Great Lakes Plate & Bar Co | USA | 3.1 | 400 | 250 | 8.95 | 2237.5 | 2026-08-01 | 2026-11-04 | 95 | Not selected — compliant but not lowest total cost | Commercial — compliant but not lowest total cost | Compliant and on schedule (95 days before need-by) |
| REQ-Z4V2 | PRG-HALCYON | 4340 / AMS 6359 / Norm / Plate | QTE-9A2E57 | Yellow River Specialty Steel | China | 3.1 | 500 | 250 | 5.45 | 2120.05 | 2026-08-18 | 2026-11-01 | 75 | SELECTED | Selected | Compliant and on schedule (75 days before need-by) |
| REQ-Z4V2 | PRG-HALCYON | 4340 / AMS 6359 / Norm / Plate | QTE-6D1B84 | Brunderman Forge & Bar Inc | USA | 3.1 | 450 | 250 | 6.9 | 2684.1 | 2026-08-26 | 2026-11-01 | 67 | SELECTED | Selected | Compliant and on schedule (67 days before need-by) |
| REQ-E9C1 | PRG-CALDER | 7075 / AMS-QQ-A-200/11 / T6511 / Extrusion | QTE-C1E7B4 | Cascade Rolled Products LLC | USA | 3.1 | 500 | 250 | 8.9 | 2225 | 2026-08-03 | 2026-11-14 | 103 | SELECTED | Selected | Compliant and on schedule (103 days before need-by) |
| REQ-E9C1 | PRG-CALDER | 7075 / AMS-QQ-A-200/11 / T6511 / Extrusion | QTE-3D9B16 | Great Lakes Plate & Bar Co | USA | 3.1 | 400 | 250 | 9.15 | 2287.5 | 2026-07-29 | 2026-11-14 | 108 | Not selected — compliant but not lowest total cost | Commercial — compliant but not lowest total cost | Compliant and on schedule (108 days before need-by) |
| REQ-H7D5 | PRG-CALDER | 4340 / AMS 6415 / Annealed / Bar | QTE-D9F3B1 | Great Lakes Plate & Bar Co | USA | 3.1 | 500 | 250 | 5.35 | 1337.5 | 2026-07-23 | 2026-11-13 | 113 | SELECTED | Selected | Compliant and on schedule (113 days before need-by) |
| REQ-H7D5 | PRG-CALDER | 4340 / AMS 6415 / Annealed / Bar | QTE-B6D2A9 | Tri-State Metals Distribution | USA | C of C | 700 | 250 | 4.95 | 1237.5 | 2026-07-15 | 2026-11-13 | 121 | REJECTED | Certification | Cert offered = C of C; 3.1/3.2 MTR required (ENG-MSP 2) |
| REQ-H7D5 | PRG-CALDER | 4340 / AMS 6415 / Annealed / Bar | QTE-1E8C57 | Brunderman Forge & Bar Inc | USA | 3.1 | 650 | 300 | 5.2 | 1560 | 2026-07-25 | 2026-11-13 | 111 | Not selected — compliant but not lowest total cost | Commercial — compliant but not lowest total cost | Compliant and on schedule (111 days before need-by) |
| REQ-U4B8 | PRG-CALDER | 17-4PH / AMS 5604 / H1075 / Bar | QTE-7E2A85 | Adriatic Aero Alloys d.o.o. | Slovenia | 3.1 | 250 | 150 | 11.1 | 1742.7 | 2026-08-15 | 2026-11-18 | 95 | SELECTED | Selected | Compliant and on schedule (95 days before need-by) |
| REQ-U4B8 | PRG-CALDER | 17-4PH / AMS 5604 / H1075 / Bar | QTE-6A2D58 | Pohang Advanced Alloy | South Korea | 3.1 | 350 | 200 | 10.9 | 2180 | 2026-08-04 | 2026-11-18 | 106 | Not selected — compliant but not lowest total cost | Commercial — compliant but not lowest total cost | Compliant and on schedule (106 days before need-by) |
| REQ-U4B8 | PRG-CALDER | 17-4PH / AMS 5604 / H1075 / Bar | QTE-1F7C93 | Ardenne Steelworks SA | France | 3.1 | 300 | 150 | 11.4 | 1789.8 | 2026-08-01 | 2026-11-18 | 109 | Not selected — compliant but not lowest total cost | Commercial — compliant but not lowest total cost | Compliant and on schedule (109 days before need-by) |
| ON-HAND LOTS CONSIDERED AND REJECTED (physically available, not usable) | ||||||||||||||||
| Lot ID | Alloy | Lot Callout | Yield-Adj Qty (lb) | Source | Melt | Cert | On Hand | Allocated | Yield | Value at risk | Received | — | — | Disposition | Category | Reason it cannot be used |
| LOT-B3E7C0 | 15-5PH | AMS 5862 / Cond A / Plate | 979.4 | Ardenne Steelworks SA | France | 3.1 | 1180 | 0 | 0.83 | 667 | 276 | Hold / MRB | Open hold: Quality Hold - MRB (ENG-MSP 2) | |||
| LOT-5C9A16 | 7075 | AMS-QQ-A-250/12 / T7351 / Plate | 736 | Hangzhou Precision Alloys Co | China | 3.1 | 920 | 0 | 0.8 | 669 | 312 | Country of origin | China melt is non-qualifying; every requirement for this callout sits on a DFARS-restricted program (PC-2026-0618 Sec. 3). | |||
| LOT-1D6B43 | 15-5PH | AMS 5862 / Cond A / Plate | 664 | Volga Forged Steel OAO | Russia | 3.1 | 800 | 0 | 0.83 | 671 | 276 | Approved-source status | Volga Forged Steel OAO AMSL status = Not Approved (ENG-MSP 3) | |||
| LOT-1F9D63 | 6061 | AMS-QQ-A-250/11 / T651 / Plate | 653.6 | Meridian Metal Service Center | USA | 3.1 | 760 | 0 | 0.86 | 672 | 276 | Traceability + approved source | Traceability = Partial - heat not traceable (ENG-MSP 2); Meridian Metal Service Center AMSL status = Suspended (ENG-MSP 3) | |||
| LOT-D6B821 | 4340 | AMS 6415 / Annealed / Bar | 592.8 | Tri-State Metals Distribution | USA | C of C | 880 | 120 | 0.78 | 674 | 276 | Certification | Cert = C of C; 3.1/3.2 MTR required (ENG-MSP 2) | |||
| LOT-4A8D62 | 7075 | AMS-QQ-A-250/12 / T651 / Plate | 588 | Tri-State Metals Distribution | USA | C of C | 700 | 0 | 0.84 | 675 | 276 | Certification | Cert = C of C; 3.1/3.2 MTR required (ENG-MSP 2) | |||
| LOT-4D1A95 | 15-5PH | AMS 5862 / Cond A / Plate | 437.4 | Lone Star Aerospace Metals | USA | 3.1 | 540 | 0 | 0.81 | 676 | 276 | Approved-source status | Lone Star Aerospace Metals AMSL status = Conditional (ENG-MSP 3) | |||
| LOT-2B7E54 | 300M | AMS 6419 / Annealed / Bar | 214.6 | Yellow River Specialty Steel | China | 3.1 | 290 | 0 | 0.74 | 677 | 312 | Country of origin | China melt is non-qualifying; every requirement for this callout sits on a DFARS-restricted program (PC-2026-0618 Sec. 3). | |||
| LOT-8F4D17 | 17-4PH | AMS 5604 / H1075 / Bar | 212.5 | Ardenne Steelworks SA | France | 3.1 | 250 | 0 | 0.85 | 678 | 276 | Hold / MRB | Open hold: Quality Hold - Recv Insp (ENG-MSP 2) |
10. Yield & Qty Analysis
| Yield-Adjusted Quantity Analysis | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Physical pounds versus pounds that actually count toward coverage. The gap between them — allocation and yield loss — is where apparent availability disappears. | |||||||||||
| Lot ID | Alloy | Callout | On Hand (lb) | Allocated (lb) | Available (lb) | Yield Factor | Yield Loss (lb) | Yield-Adj Qty (lb) | Committed (lb) | Free Balance (lb) | Note |
| LOT-1D6B43 | 15-5PH | AMS 5862 / Cond A / Plate | 800 | 0 | 800 | 0.83 | 136 | 664 | blocked | 0 | Not usable this cycle — Volga Forged Steel OAO AMSL status = Not Approved (ENG-MSP 3) |
| LOT-4D1A95 | 15-5PH | AMS 5862 / Cond A / Plate | 540 | 0 | 540 | 0.81 | 102.6 | 437.4 | blocked | 0 | Not usable this cycle — Lone Star Aerospace Metals AMSL status = Conditional (ENG-MSP 3) |
| LOT-6B2F39 | 15-5PH | AMS 5862 / Cond A / Plate | 610 | 0 | 610 | 0.82 | 109.8 | 500.2 | 500.2 | 0 | Eligible and unrestricted |
| LOT-B3E7C0 | 15-5PH | AMS 5862 / Cond A / Plate | 1180 | 0 | 1180 | 0.83 | 200.6 | 979.4 | blocked | 0 | Not usable this cycle — Open hold: Quality Hold - MRB (ENG-MSP 2) |
| LOT-C7A340 | 15-5PH | AMS 5659 / H1025 / Bar | 360 | 60 | 300 | 0.84 | 48 | 252 | 147 | 105 | Eligible; usable only on programs without a country-of-origin restriction |
| LOT-6F2A87 | 17-4PH | AMS 5604 / H1075 / Bar | 470 | 130 | 340 | 0.85 | 51 | 289 | 289 | 0 | Eligible and unrestricted |
| LOT-8F4D17 | 17-4PH | AMS 5604 / H1075 / Bar | 250 | 0 | 250 | 0.85 | 37.5 | 212.5 | blocked | 0 | Not usable this cycle — Open hold: Quality Hold - Recv Insp (ENG-MSP 2) |
| LOT-5B2E88 | 2024 | AMS-QQ-A-200/3 / T3511 / Extrusion | 410 | 0 | 410 | 0.79 | 86.1 | 323.9 | 323.9 | 0 | Eligible and unrestricted |
| LOT-9C5F28 | 2024 | AMS-QQ-A-250/4 / T351 / Plate | 540 | 75 | 465 | 0.83 | 79.05 | 385.95 | 301 | 84.95 | Eligible and unrestricted |
| LOT-2B7E54 | 300M | AMS 6419 / Annealed / Bar | 290 | 0 | 290 | 0.74 | 75.4 | 214.6 | 0 | 214.6 | Eligible; usable only on programs without a country-of-origin restriction |
| LOT-3E8C71 | 4340 | AMS 6415 / Annealed / Bar | 520 | 0 | 520 | 0.8 | 104 | 416 | 416 | 0 | Eligible and unrestricted |
| LOT-9A4F37 | 4340 | AMS 6415 / Annealed / Bar | 305 | 0 | 305 | 0.8 | 61 | 244 | 244 | 0 | Eligible and unrestricted |
| LOT-D6B821 | 4340 | AMS 6415 / Annealed / Bar | 880 | 120 | 760 | 0.78 | 167.2 | 592.8 | blocked | 0 | Not usable this cycle — Cert = C of C; 3.1/3.2 MTR required (ENG-MSP 2) |
| LOT-1F9D63 | 6061 | AMS-QQ-A-250/11 / T651 / Plate | 760 | 0 | 760 | 0.86 | 106.4 | 653.6 | blocked | 0 | Not usable this cycle — Traceability = Partial - heat not traceable (ENG-MSP 2); Meridian Metal Service Center AMSL status = Suspended (ENG-MSP 3) |
| LOT-3A7C82 | 6061 | AMS-QQ-A-250/11 / T651 / Plate | 880 | 0 | 880 | 0.87 | 114.4 | 765.6 | 726 | 39.6 | Eligible and unrestricted |
| LOT-7E1C95 | 6061 | AMS 4117 / T651 / Bar | 330 | 40 | 290 | 0.82 | 52.2 | 237.8 | 237.8 | 0 | Eligible and unrestricted |
| LOT-A1E9F4 | 6061 | AMS-QQ-A-250/11 / T651 / Plate | 980 | 300 | 680 | 0.87 | 88.4 | 591.6 | 512 | 79.6 | Eligible and unrestricted |
| LOT-E8C520 | 6061 | AMS-QQ-A-250/11 / T651 / Plate | 1320 | 240 | 1080 | 0.88 | 129.6 | 950.4 | 333 | 617.4 | Eligible and unrestricted |
| LOT-2C9E14 | 7075 | AMS-QQ-A-250/12 / T651 / Plate | 690 | 0 | 690 | 0.85 | 103.5 | 586.5 | 586.5 | 0 | Eligible and unrestricted |
| LOT-2E6B95 | 7075 | AMS-QQ-A-200/11 / T6511 / Extrusion | 430 | 0 | 430 | 0.78 | 94.6 | 335.4 | 335.4 | 0 | Eligible and unrestricted |
| LOT-4A8D62 | 7075 | AMS-QQ-A-250/12 / T651 / Plate | 700 | 0 | 700 | 0.84 | 112 | 588 | blocked | 0 | Not usable this cycle — Cert = C of C; 3.1/3.2 MTR required (ENG-MSP 2) |
| LOT-5C9A16 | 7075 | AMS-QQ-A-250/12 / T7351 / Plate | 920 | 0 | 920 | 0.8 | 184 | 736 | 0 | 736 | Eligible; usable only on programs without a country-of-origin restriction |
| LOT-7F3A2B | 7075 | AMS-QQ-A-250/12 / T7351 / Plate | 1040 | 410 | 630 | 0.82 | 113.4 | 516.6 | 516.6 | 0 | Eligible and unrestricted |
| LOT-8D4B19 | 7075 | AMS-QQ-A-200/11 / T6511 / Extrusion | 600 | 95 | 505 | 0.77 | 116.15 | 388.85 | 388.85 | 0 | Eligible and unrestricted |
| TOTAL | 15805 | 1470 | 14335 | 2472.9 | 11862.1 | 1877.15 | Physical pounds on hand versus pounds that can actually be cut into parts. | ||||
| WHERE THE PHYSICAL INVENTORY GOES | |||||||||||
| Category | Lots | Yield-Adj Qty (lb) | 698 | ||||||||
| Allocated to this build wave | 5857.25 | 700 | |||||||||
| Free, compliant, unrestricted | 821.55 | 702 | |||||||||
| Free but origin-restricted | 105 | 704 | |||||||||
| BLOCKED — hold / MRB | 2 | 1191.9 | 706 | ||||||||
| BLOCKED — certification (C of C) | 2 | 1180.8 | 708 | ||||||||
| BLOCKED — source not approved | 2 | 1317.6 | 710 | ||||||||
| BLOCKED — conditional source | 1 | 437.4 | 712 | ||||||||
| ORIGIN-STRANDED | 2 | 950.6 | 713 | ||||||||
| TOTAL YIELD-ADJUSTED POUNDS ON HAND | 24 | 11862.1 | 716 |
11. At-Risk & Escalations
| At-Risk Requirements and Required Escalations | ||||||||
|---|---|---|---|---|---|---|---|---|
| Ranked by consequence. Owner and by-when are proposed for the decision forum; every item below is a decision the packet does not authorise this analysis to make. | ||||||||
| # | Severity | Item | Affects | Issue | Value at stake | Decide by | Recommended escalation | Consequence if not resolved |
| 1 | CRITICAL | REQ-C9T1 single-source | PRG-RAVEN (rank 1) | 300M / AMS 6419 bar, 176 lb, need-by 2026-08-03. Zero compliant stock: the only 300M lot on hand (LOT-2B7E54, 214.60 lb usable) is Yellow River / China melt and DFARS bars it. Exactly one compliant quote exists (QTE-8B3F19, Brunderman) and it docks 2026-07-26 — eight days before need-by. | $2,499.20 PO; RAVEN build start 2026-08-17 | 2026-07-07 | PMO + Procurement: release the Brunderman PO on or before 2026-07-07 (need-by minus 27-day lead time). Ask Supplier Quality to qualify a second 300M source for the next wave. | The highest-priority program's actuation pin bar has no supply path. Any slip in PO release moves the dock date day-for-day into the need-by. |
| 2 | CRITICAL | LOT-B3E7C0 MRB disposition | SABLE, TUNDRA, RAVEN | 979.40 lb of yield-adjusted 15-5PH AMS 5862 Cond A plate — the largest recoverable pool in the building — has sat on Quality Hold / MRB since receipt on 2026-02-26 for 'surface pitting under review'. Source (Ardenne, France) is approved, cert is 3.1, traceability is Full. | $7,999.40 of purchase avoidable | 2026-07-20 | MRB: disposition the lot before the Ardenne quote expires. If released it covers the entire 680.80 lb 15-5PH shortfall outright and the purchase is cancelled. | The company buys 680.80 lb of the same material from the same mill while 979.40 lb of it sits on the rack undispositioned for five months. |
| 3 | HIGH | REQ-L8Q4 delivery margin | PRG-SABLE (rank 2) | 4340 / AMS 6359 Norm plate, 287 lb, need-by 2026-08-28. The only compliant quote (QTE-6D1B84, Brunderman) docks 2026-08-26 — a two-day margin. ENG-MSP Sec. 6 requires margin for receiving inspection and in-house processing. The cheaper Yellow River line is China melt and DFARS-barred. | SABLE build start 2026-08-31 | 2026-07-29 | PMO + Quality: accept the two-day margin with a pre-arranged priority receiving inspection slot, or re-plan the strike-plate operation. Also firm this MRP line — it is still Tentative. | Two days is not enough to receive, inspect and process. A single day of supplier slip puts SABLE's build start at risk with no alternative source. |
| 4 | HIGH | REQ-H4A2 sole feasible quote | PRG-RAVEN (rank 1) | 7075-T7351 plate, 325.40 lb residual after 516.60 lb allocated from LOT-7F3A2B. Only QTE-A3F91C (Cascade) is both compliant and on schedule; the Great Lakes alternative docks 2026-08-14, four days AFTER need-by. Latest PO release and quote expiry are the same day: 2026-07-15. | $5,577.96 PO covering RAVEN and SABLE | 2026-07-15 | Procurement: release on or before 2026-07-15. Note this single PO also carries REQ-B6N3 — if Cascade slips, two programs move together. Great Lakes QTE-F1C8A6 remains a fallback for REQ-B6N3 only. | No compliant material reaches the floor for RAVEN's hinge-arm plate before need-by. |
| 5 | HIGH | DFARS scope for aluminium | RAVEN, SABLE | LOT-5C9A16 holds 736.00 lb of usable 7075-T7351 plate — enough to close both RAVEN and SABLE without buying anything — but it is Hangzhou / China melt. PC-2026-0618 Sec. 3 first states that 'steel and specialty alloys' must be US or qualifying-origin, then states that 'material of non-qualifying origin is not acceptable for these programs'. This analysis applied the second, broader sentence and treated the aluminium as ineligible. The DFARS specialty-metals clause itself does not name aluminium. | $5,577.96 PO and 736.00 lb of stranded stock | 2026-07-15 | Contracts + PMO: obtain a WRITTEN determination of whether the Lockmar flowdown reaches aluminium. Do not act on the lot without it. If aluminium is out of scope the Cascade PO is cancelled and the stock is recovered. | Either 736 lb of good plate stays stranded unnecessarily, or — far worse — it is consumed on a defence contract that prohibits it. |
| 6 | MEDIUM | LOT-8F4D17 receiving inspection | PRG-CALDER (rank 6) | 212.50 lb of 17-4PH AMS 5604 H1075 bar received 2026-05-23 and still awaiting receiving inspection roughly four weeks later. Source (Ardenne) approved, cert 3.1, traceability Full. | $1,742.70 of purchase avoidable | 2026-07-23 | Quality / Receiving: clear the inspection backlog on this lot. It fully covers REQ-U4B8's 157 lb and the Adriatic PO is then cancelled. | The company buys 17-4PH bar it already owns. |
| 7 | MEDIUM | Tri-State certification flowdown | CALDER, HALCYON | Two lots — LOT-D6B821 (592.80 lb 4340 bar) and LOT-4A8D62 (588.00 lb 7075-T651 plate), 1,180.80 lb combined — carry a C of C only. Quote QTE-B6D2A9 from the same distributor also offers C of C. The AMSL note for Tri-State says 'passes mill certs', so the underlying 3.1 reports should exist. | $3,512.50 of purchase avoidable | 2026-07-14 | Supplier Quality: raise a corrective-action request and pursue retrieval of the mill 3.1 reports for both heats. Do not plan against either lot until a 3.1 is on file. This is a recurring gap with this distributor, not a one-off. | 1,180.80 lb of otherwise good material stays unusable and the same defect recurs on the next receipt. |
| 8 | MEDIUM | Volga material in free stock | Inventory control | LOT-1D6B43 — 800 lb on hand, 664.00 lb usable, 15-5PH AMS 5862 Cond A plate — was received on 2026-05-27 from Volga Forged Steel, a source recorded on the AMSL as Not Approved with Russian melt. It carries no hold and shows in WMS as free stock. | 664.00 lb mis-stated as available | Immediate | Quality + Materials: quarantine the lot immediately and open a receiving-process corrective action. Material from a Not Approved source should not have been received into free stock. | A receiving control gap, not merely a sourcing one. The lot is one planner query away from being planned against a requirement. |
| 9 | MEDIUM | Lone Star conditional status | 15-5PH supply base | SRC-B9D472 is Conditional pending a requal audit and its approval lapsed 2026-07-15. That strands LOT-4D1A95 (437.40 lb of 15-5PH Cond A plate) and disqualifies QTE-6F1A93 — a quote $1.55/lb cheaper than the selected Ardenne line. | 437.40 lb stranded; ~$1,055 of price delta | 2026-07-15 | Supplier Quality: close or formally extend the requal audit. Until then the lot and the quote both stay out of the plan — ENG-MSP Sec. 3 bars Conditional sources from new commitments. | A second 15-5PH source stays unavailable while the programme is short 680.80 lb of that exact material. |
| 10 | MEDIUM | Meridian Metal lot disposition | Inventory control | LOT-1F9D63 (653.60 lb usable 6061 plate) fails on two independent grounds: the source is Suspended after a FOD finding with approval expired 2026-05-31, and heat identity is not traceable. It shows as free stock. | 653.60 lb mis-stated as available | 2026-08-31 | Materials + Quality: quarantine and disposition (return or scrap). Neither defect is recoverable through the documented process — partial traceability is disqualifying regardless of certificate. | Overstated availability of 6061 plate distorts future MRP runs. |
| 11 | MEDIUM | Cascade concentration | All programs | Cascade Rolled Products supplies 7 of 24 on-hand lots and 4 of the 11 recommended POs ($10,433.97, roughly 35% of the recommended spend), including the sole feasible line for REQ-H4A2. | $10,433.97 of spend on one source | 2026-08-31 | Supplier Quality + Procurement: review dual-source coverage for AMS-QQ-A-250 and AMS-QQ-A-200 aluminium ahead of the next wave. | A single supplier event propagates across four programs at once. |
| 12 | LOW | REQ-E9C1 remnant shortfall | PRG-CALDER (rank 6) | 1.75 lb short on 7075-T6511 extrusion — 0.6% of a 271 lb requirement — after 269.25 lb is allocated from LOT-2E6B95. The smallest compliant purchase is a 250 lb minimum order at $2,225.00. | $2,225.00 if bought | 2026-10-15 | Manufacturing Engineering: re-verify actual remnant yield at cut planning. Buy only if the shortfall is confirmed. Need-by is 2026-11-14, so there is room to decide. | Either 248 lb of unnecessary surplus is bought, or CALDER is 1.75 lb short at kitting. |
| 13 | LOW | Tentative MRP lines | SABLE, MERIDIAN, TUNDRA, HALCYON, CALDER | Six requirements are still Tentative (REQ-L8Q4, REQ-G2J9, REQ-Y8K2, REQ-S6P3, REQ-U4B8, REQ-W9A3). They carry $8,403.45 of the recommended commitment, including a 250 lb minimum order on REQ-S6P3 against a 69.50 lb need. | $8,403.45 of provisional commitment | 2026-07-20 | Materials Planning: firm or cancel these lines before their Action-By dates. Quotes lapse from 2026-07-14 onward and a later decision means re-quoting at then-current prices. | Either surplus is bought against demand that never firms, or the quotes lapse and the material is re-bought at unknown prices. |
MATERIAL SOURCING RECOMMENDATION
2026-Q3 Door and Hinge Mechanism Build Wave | Aerostructure Mechanisms Division
To
Sourcing, Production and Quality Leadership; Program Management Office; Material Review Board
From
Materials Sourcing Analysis — 2026-Q3 review cycle
Date
Review cycle as of 2026-06-19 (MRP-2026-0619-R2 / PC-2026-0618)
Subject
Recommended material sourcing and allocation plan for aluminium and steel raw material, with compliance constraints, program risk and required escalations
Decision needed
Approval to release eleven purchase orders totalling $30,063.42, and action on six escalations — the earliest deadline is 2026-07-07
1. Recommendation
Compliant on-hand inventory covers 5,857.25 lb of the wave's 8,960.00 lb of net required usable material — 65.4%. The remaining 3,102.75 lb should be bought on eleven purchase orders totalling $30,063.42. Every recommended line is compliant on alloy, specification, temper or condition, product form, certification, traceability, approved-source status, country of origin and delivery schedule. One further line — a 1.75 lb residual on CALDER — is deferred rather than bought, because closing it would require a 250 lb minimum order at $2,225.00.
The plan is time-critical. Quote validity, not material availability, is the binding constraint on eight of the eleven lines. The earliest deadline is 2026-07-07, when the purchase order for RAVEN's 300M actuation-pin bar must be released to make its need-by. Every line lapses between 2026-07-07 and 2026-08-02; after those dates the material must be re-quoted at then-current price and lead time. No expedite, price hold or supplier capacity reservation has been assumed anywhere in this plan, because none is documented.
The cheapest and fastest options in the packet are, almost without exception, the non-compliant ones. Chinese and Russian melt, certificates of conformance without test results, a suspended distributor and a conditional source together account for every low-price line we rejected. Choosing compliant material costs $5,817.74 more — 19.4% of the recommended spend. That premium is not discretionary: PC-2026-0618 Section 1 states the contractual origin restrictions are binding and may not be relaxed for cost or schedule convenience, and ENG-MSP Rev H Section 2 bars a certificate of conformance from certified hardware outright.
The larger opportunity is not in negotiation — it is in closing open quality actions. 5,078.30 lb of yield-adjusted stock, 42.8% of everything on the racks, cannot be used this cycle. 1,629.30 lb of that is recoverable through actions already open: an MRB disposition, a receiving inspection and a supplier requal audit. Closing them on time removes $9,742.10 — roughly a third of the recommended spend.
2. Basis of analysis, and one warning about data currency
This analysis works only from the six documents in the sourcing packet: the material demand forecast, the inventory lot and certification snapshot, the approved material source list (QE-AMSL Rev N), the supplier quote and lead-time matrix, the engineering material substitution policy (ENG-MSP Rev H) and the program priority and build schedule (PC-2026-0618). No alternate alloy, temper, substitution, engineering approval, customer waiver, supplier capacity, expedite option, certification correction, yield assumption or allocation change has been introduced. Where the packet does not authorise something, this plan treats it as prohibited and escalates it.
A lot or quote is treated as usable only when it satisfies every one of the following, all of which are quoted rules rather than judgements:
Callout. Alloy, specification, temper or condition, and product form must all match exactly. ENG-MSP Section 4 states its allowance table is exhaustive, and it permits no alloy, spec, temper or form interchange for any pairing that arises in this packet — T651 may not fill a T7351 callout, AMS 6415 bar may not fill an AMS 6359 plate callout, and form may not be interchanged.
Certification. A 3.1 or 3.2 mill test report is the minimum. A certificate of conformance does not satisfy it and may not be substituted.
Traceability. Anything less than full heat traceability to the reporting mill is ineligible regardless of the certificate presented.
Hold status. Material under an open hold or MRB tag is ineligible until the hold clears.
Approved source. The source must be approved on the AMSL for the specification family in question. Suspended and Not Approved sources are ineligible; Conditional sources are ineligible for new commitments while unresolved.
Country of origin. RAVEN and SABLE carry DFARS 252.225-7008/7009; MERIDIAN and TUNDRA carry the CUST-EU master-agreement restriction. Both bar Chinese and Russian melt.
Usable quantity. Coverage is assessed as (on hand − allocated) × yield factor, never on gross pounds. Quoted material is assessed on quoted pounds against the same net requirement, subject to minimum order — that is the policy's explicit treatment, not an assumption of ours.
Delivery. A quote is feasible only if its quoted dock date precedes the need-by with margin for receiving inspection and in-house processing.
<w:left w:val="single" w:sz="18" w:space="4" w:color="BF8F00"/><w:bottom w:val="single" w:sz="6" w:space="4" w:color="BF8F00"/><w:right w:val="single" w:sz="6" w:space="4" w:color="BF8F00"/></w:pBdr><w:shd w:val="clear" w:fill="FFF2CC"/><w:spacing w:before="160" w:after="40"/></w:pPr><w:r><w:rPr><w:rFonts w:ascii="Arial" w:hAnsi="Arial"/><w:b/><w:sz w:val="19"/></w:rPr><w:t xml:space="preserve">Data currency. Every document in this packet is dated between 2026-06-18 and 2026-06-20, and the analysis is performed as of that review cycle. Schedule feasibility is tested against the documented need-by and quoted receipt dates, not against wall-clock time. Quote expiries in the matrix run from 2026-07-08 to 2026-09-08, so each recommended line carries an Action-By date — the last day the order can be placed as priced. If this review is being acted on materially later than the packet date, the affected quotes have lapsed and must be re-quoted before any commitment is made. The compliance conclusions in this memo do not expire; the prices and lead times do.
3. Coverage position
The wave comprises 26 MRP lines across six programs. Eleven are fully covered from compliant stock, seven are partially covered, and eight have no compliant stock at all. The table below is reconciled to the analysis workbook.
Program
Rank / Restr.
Reqs
Req'd (lb)
From stock (lb)
Buy (lb)
PO cost
Program risk
Raven Cargo Door Actuation Hinge
1 / DFARS
4
2,027
1,525.60
501.40
$5,557.96
HIGH — two single-source lines, earliest need-bys in the wave
Sable Emergency Egress Hinge Arm
2 / DFARS
4
1,218
339.20
878.80
$8,304.15
HIGH — strike plate has a two-day delivery margin
Meridian Cabin Door Latch Hinge
3 / CUST-EU
5
1,628
1,252.70
375.30
$3,012.51
MEDIUM — comfortable dates; one lot barred on origin
Tundra Cargo Door Stop Fitting
4 / CUST-EU
4
1,309
739.00
570.00
$5,813.55
MEDIUM — dependent on the same 15-5PH purchase as SABLE
Halcyon Service Door Hinge Bracket
5 / None
4
1,660
1,201.50
458.50
$4,295.05
LOW — well covered; no origin restriction
Calder Overwing Hatch Hinge Set
6 / None
5
1,118
799.25
318.75
$3,080.20
LOW — latest build start; absorbs contested material
TOTAL
—
26
8,960
5,857.25
3,102.75
$30,063.42
65.4% of the wave is covered from compliant stock
4. Recommended purchase orders
Eleven lines, listed in the order they must be released. Where two requirements share an identical callout they are consolidated onto one quote line. PO quantity is the residual shortfall, raised to the supplier's minimum order where that binds; cost is quantity times the quoted unit price. Nothing here relies on a price or delivery commitment the packet does not record.
#
Requirement(s)
Material callout
Supplier / quote / melt / cert
PO qty (lb)
PO cost
Dock → need-by
Release by
1
REQ-C9T1
300M / AMS 6419 / Annealed / Bar
Brunderman Forge & Bar IncQTE-8B3F19 · USA · 3.1
176.00
$2,499.20
2026-07-26 → 2026-08-03+8d
2026-07-07
2
REQ-H7D5
4340 / AMS 6415 / Annealed / Bar
Great Lakes Plate & Bar CoQTE-D9F3B1 · USA · 3.1
250.00
$1,337.50
2026-07-23 → 2026-11-13+113d (+90 lb MOQ surplus)
2026-07-14
3
REQ-H4A2, REQ-B6N3
7075 / AMS-QQ-A-250/12 / T7351 / Plate
Cascade Rolled Products LLCQTE-A3F91C · USA · 3.1
593.40
$5,577.96
2026-07-30 → 2026-08-10+11d
2026-07-15
4
REQ-D7R4, REQ-Y8K2
2024 / AMS-QQ-A-200/3 / T3511 / Extrusion
Cascade Rolled Products LLCQTE-2D7C64 · USA · 3.1
236.10
$1,794.36
2026-08-02 → 2026-09-18+47d
2026-07-19
5
REQ-T2C7, REQ-V1D9
15-5PH / AMS 5862 / Cond A / Plate
Ardenne Steelworks SAQTE-3A9F18 · France · 3.1
680.80
$7,999.40
2026-08-06 → 2026-08-24+18d
2026-07-20
6
REQ-S6P3
7075 / AMS-QQ-A-250/12 / T651 / Plate
Cascade Rolled Products LLCQTE-9E4B27 · USA · 3.1
250.00
$2,175.00
2026-08-04 → 2026-11-04+92d (+180.5 lb MOQ surplus)
2026-07-20
7
REQ-W3F9
15-5PH / AMS 5659 / H1025 / Bar
Ardenne Steelworks SAQTE-2F8C41 · France · 3.1
198.00
$1,950.30
2026-08-09 → 2026-09-14+36d
2026-07-23
8
REQ-U4B8
17-4PH / AMS 5604 / H1075 / Bar
Adriatic Aero Alloys d.o.o.QTE-7E2A85 · Slovenia · 3.1
157.00
$1,742.70
2026-08-15 → 2026-11-18+95d
2026-07-23
9
REQ-G2J9
6061 / AMS 4117 / T651 / Bar
Cascade Rolled Products LLCQTE-1A6E38 · USA · 3.1
154.20
$886.65
2026-08-12 → 2026-09-16+35d
2026-07-25
10
REQ-L8Q4
4340 / AMS 6359 / Norm / Plate
Brunderman Forge & Bar IncQTE-6D1B84 · USA · 3.1
287.00
$1,980.30
2026-08-26 → 2026-08-28+2d ⚠ 2-day margin
2026-07-29
11
REQ-Z4V2
4340 / AMS 6359 / Norm / Plate
Yellow River Specialty SteelQTE-9A2E57 · China · 3.1
389.00
$2,120.05
2026-08-18 → 2026-11-01+75d
2026-08-02
TOTAL
11 purchase orders
3,371.50
$30,063.42
Shading: amber marks a line where the supplier minimum order forces surplus; red marks a line with two days or less between the quoted dock date and the need-by.
Deferred, not recommended: REQ-E9C1 (CALDER hatch hinge stop extrusion) is 1.75 lb short — 0.6% of a 271 lb requirement — after 269.25 lb is allocated from LOT-2E6B95. The smallest compliant purchase is a 250 lb minimum order at $2,225.00, which is not a sensible way to buy 1.75 lb of extrusion. Manufacturing Engineering should re-verify the actual remnant yield at cut planning; the need-by is 2026-11-14, so there is room to decide. Buy only if the shortfall is confirmed.
5. What compliant inventory covers, and how contested material was allocated
Allocation runs strictly in program-priority order over the eligible pool, per PC-2026-0618 Section 4. Three points deserve leadership attention.
Priority ranks only eligible claimants. LOT-C7A340 holds 252.00 lb of usable 15-5PH AMS 5659 H1025 bar. MERIDIAN (rank 3) needs 198 lb of exactly that callout and CALDER (rank 6) needs 147 lb. The lot went to CALDER. It is Hangzhou melt, and MERIDIAN carries the CUST-EU restriction, so MERIDIAN is not an eligible claimant at all — a higher-priority program cannot displace a lower-priority one from material it is contractually barred from using. MERIDIAN's 198 lb is bought from Ardenne instead, at a $485.10 premium over the Hangzhou quote it also cannot use.
RAVEN takes the contested 7075-T7351 and 15-5PH. Only 516.60 lb of compliant 7075-T7351 plate exists (LOT-7F3A2B, Cascade); RAVEN and SABLE together need 1,110 lb. Rank 1 was allocated first, leaving SABLE with none from stock. Likewise only 500.20 lb of compliant 15-5PH Cond A plate exists (LOT-6B2F39, Adriatic) against 1,181 lb of demand across RAVEN, SABLE and TUNDRA; RAVEN was covered in full, SABLE took the 106.20 lb remainder, and TUNDRA took none. Both residuals are bought.
CALDER is the bill-payer, as the schedule directs. PC-2026-0618 Section 4 names CALDER the preferred bill-payer for reallocation. It absorbed the 4340 bar and 17-4PH bar remnants — 45 lb of a 205 lb requirement and 5 lb of a 162 lb requirement — and buys the difference. Its late need-by dates carry that comfortably.
6. Material that is on hand and cannot be used
This is the finding leadership should weigh most carefully. Of 11,862.10 yield-adjusted pounds on the racks, 5,078.30 lb — 42.8% — cannot be planned against any requirement this cycle. None of it is short on quantity; all of it fails a compliance gate or has no eligible claimant.
Reason
Lots
Yield-adj. lb
Status
Detail
Quality hold / MRB
LOT-B3E7C0, LOT-8F4D17
1,191.90
Recoverable
979.40 lb of 15-5PH Cond A plate on MRB hold since 2026-02-26 for surface pitting, plus 212.50 lb of 17-4PH bar awaiting receiving inspection since 2026-05-23. Both from approved sources with 3.1 certs and full traceability.
Source not approved
LOT-1D6B43, LOT-1F9D63
1,317.60
Not recoverable
664.00 lb from Volga (Not Approved, Russian melt) and 653.60 lb from Meridian Metal (Suspended after a FOD finding, and heat not traceable). Both currently sit in free stock with no hold — a receiving control gap, not a sourcing one.
Certificate of conformance only
LOT-D6B821, LOT-4A8D62
1,180.80
Conditionally recoverable
592.80 lb of 4340 bar and 588.00 lb of 7075-T651 plate, both from Tri-State. No chemical or mechanical test results on file. The AMSL notes this distributor passes mill certs, so the underlying 3.1 reports should be retrievable.
Non-qualifying origin
LOT-5C9A16, LOT-2B7E54
950.60
Blocked by contract
736.00 lb of 7075-T7351 plate and 214.60 lb of 300M bar, both Chinese melt. Every requirement for these two callouts sits on a DFARS program, so there is no eligible claimant anywhere in the wave.
Conditional source
LOT-4D1A95
437.40
Recoverable
15-5PH Cond A plate from Lone Star, whose approval is Conditional pending a requal audit and lapsed 2026-07-15. ENG-MSP Section 3 bars conditional sources from new commitments.
TOTAL UNUSABLE
9 lots
5,078.30
1,629.30 lb recoverable
Closing the MRB disposition, the receiving inspection and the Lone Star requal audit removes $9,742.10 of purchase — 32% of the recommended spend.
A note on the yield arithmetic. Physical pounds systematically overstate what can be cut. Across the 24 lots, 15,805.00 lb of physical stock nets down to 11,862.10 yield-adjusted pounds once 1,470.00 lb of existing allocations and 2,472.90 lb of yield loss are removed — a quarter of the warehouse balance is not material anyone can cut. LOT-7F3A2B is the clearest example: 1,040 lb on hand looks like ample cover for RAVEN's 842 lb requirement, but 410 lb is already committed to other work orders and the 0.82 yield factor takes the rest to 516.60 lb — a 325.40 lb shortfall on a lot that appears, in the warehouse system, to be more than twice the size of the requirement.
7. Quotes not to act on
Nine quote lines were rejected against at least one requirement — seven of them cannot be used anywhere in the wave — and five more answer requirements that are already covered from stock. The rejections matter because in almost every case the rejected line was cheaper, faster, or both.
Quote
Source / material
Unit price
Apparent saving
Why it cannot be used
QTE-9C4E27
Volga · 15-5PH plate
$8.10/lb
$5,514.48
Lowest price in the packet, and it docks 2026-07-28. Volga is Not Approved on the AMSL and the melt is Russian — barred twice over for SABLE and TUNDRA.
QTE-7D2B40
Hangzhou · 7075-T7351 plate
$6.85/lb
$4,064.79
27% cheaper than the selected Cascade line and docks eight days earlier. Chinese melt; RAVEN and SABLE are DFARS.
QTE-4E9A72
Yellow River · 300M bar
$9.55/lb
$1,680.80
33% cheaper and docks a week earlier than the only compliant 300M option. Chinese melt on a DFARS program.
QTE-8A1D63
Hangzhou · 15-5PH bar
$7.40/lb
$1,465.20
25% cheaper and docks thirteen days earlier. Chinese melt; MERIDIAN is CUST-EU.
QTE-9A2E57
Yellow River · 4340 plate
$5.45/lb
$1,564.15
Cheaper and docks eight days earlier than Brunderman for SABLE — but Chinese melt on a DFARS program. Note this same quote IS recommended for HALCYON, which carries no origin restriction.
QTE-B6D2A9
Tri-State · 4340 bar
$4.95/lb
$1,237.50
Cheapest 4340 bar and by far the shortest lead time at 12 days. Offers a certificate of conformance only — inadmissible for certified hardware under ENG-MSP Section 2.
QTE-6F1A93
Lone Star · 15-5PH plate
$10.20/lb
—
$1.55/lb below the selected Ardenne line. Lone Star is Conditional pending requal and therefore ineligible for new commitments.
QTE-3F7D92
Great Lakes · 6061 AMS 4117 bar
$5.90/lb
—
A subtle one. Great Lakes is approved for AMS-QQ-A-250, AMS-QQ-A-200 and AMS 6415 — but not for AMS 4117. Approved-source status is per specification family, not per supplier. Here compliance costs nothing: the compliant Cascade line is $0.15/lb cheaper.
QTE-F1C8A6
Great Lakes · 7075-T7351 plate
$9.95/lb
—
Compliant on every quality dimension, but docks 2026-08-14 against REQ-H4A2's 2026-08-10 need-by. It remains a valid fallback for REQ-B6N3, whose need-by is later.
Five further quote lines are compliant but answer requirements already covered from stock: three against RFQ-4D8A12 (6061 plate, fully covered by LOT-3A7C82, LOT-A1E9F4 and LOT-E8C520) and two against RFQ-4B9D52 (2024 plate, covered by LOT-9C5F28). Acting on even the cheapest of each would add $5,220.00 of unnecessary purchase against material already on the racks. They are listed on the Quote Feasibility sheet of the workbook as no open requirement.
8. Cost and lead-time tradeoffs
Three tradeoffs are worth stating explicitly, because each one looks like a saving until the constraint is applied.
Price versus origin. $5,817.74 of the recommended spend, 19.4%, is the difference between compliant material and the cheapest non-compliant alternative on the same callout. $3,232.82 of that is country of origin alone; a further $2,484.92 is the Volga line, which fails on both approved-source status and Russian melt; the remaining $100.00 is the certificate-of-conformance rejection. This is the cost of two defence contracts and a customer master agreement, not a procurement failure, and the program schedule states plainly that these restrictions may not be relaxed for cost or schedule convenience.
Unit price versus minimum order. On REQ-H7D5, Brunderman quotes $5.20/lb against Great Lakes at $5.35/lb — but Brunderman's minimum order is 300 lb and Great Lakes' is 250 lb. For a 160 lb requirement the cheaper unit price costs $1,560.00 and the dearer one costs $1,337.50. The plan takes Great Lakes. Lowest unit price is not lowest cost when the minimum order binds.
Speed versus margin. Two lines are schedule-critical for reasons that have nothing to do with supplier speed. REQ-C9T1's compliant quote has a 27-day lead time against an 2026-08-03 need-by, so the order must be released by 2026-07-07 — the quote's own expiry of 2026-07-14 is the later constraint, and irrelevant. REQ-L8Q4's only compliant quote docks 2026-08-26 against a 2026-08-28 need-by: two days for receiving inspection and in-house processing. ENG-MSP Section 6 requires margin, and two days is not margin. Both are escalated below.
Supplier concentration. Cascade Rolled Products supplies seven of the 24 lots on hand and four of the eleven recommended orders — $10,433.97, roughly 35% of the spend — including the sole feasible line for RAVEN. A single Cascade disruption would touch four programs at once. Worth a dual-source review for the AMS-QQ-A-250 and AMS-QQ-A-200 aluminium families before the next wave.
9. Required escalations
Ranked by consequence. Each is a decision this analysis is not authorised to make. Dates are the latest point at which the decision still changes the outcome.
#
Severity
Item
Issue and recommended action
Decide by
1
CRITICAL
REQ-C9T1 has one supply path and eight days of marginPRG-RAVEN, rank 1
176 lb of 300M AMS 6419 bar, need-by 2026-08-03. There is no compliant stock: the only 300M lot on hand (LOT-2B7E54, 214.60 lb usable) is Chinese melt and DFARS bars it. Exactly one compliant quote exists — QTE-8B3F19 from Brunderman — and it docks 2026-07-26, eight days before need-by. ACTION: PMO and Procurement to release the order on or before 2026-07-07 (need-by less the 27-day lead time). Supplier Quality to qualify a second 300M source before the next wave.
2026-07-07
2
CRITICAL
LOT-B3E7C0 has been on MRB hold for five monthsSABLE, TUNDRA, RAVEN
979.40 lb of yield-adjusted 15-5PH AMS 5862 Cond A plate — the largest recoverable pool in the building — has sat on quality hold since receipt on 2026-02-26 for surface pitting under review. The source (Ardenne, France) is approved, the certificate is 3.1 and traceability is full. ACTION: MRB to disposition the lot before the Ardenne quote expires on 2026-07-20. If released it covers the entire 680.80 lb 15-5PH shortfall outright and a $7,999.40 purchase is cancelled. As it stands the company is buying the same material from the same mill while 979 lb of it sits undispositioned on the rack.
2026-07-20
3
HIGH
REQ-L8Q4 has a two-day delivery margin and no alternativePRG-SABLE, rank 2
287 lb of 4340 AMS 6359 Norm plate, need-by 2026-08-28, build start 2026-08-31. The only compliant quote (QTE-6D1B84, Brunderman) docks 2026-08-26. ENG-MSP Section 6 requires margin for receiving inspection and in-house processing; two days is not enough, and one day of supplier slip puts the build start at risk. The cheaper Yellow River line is Chinese melt and DFARS-barred. This line is also still Tentative in MRP. ACTION: PMO and Quality to either accept the margin with a pre-arranged priority inspection slot or re-plan the strike-plate operation; Planning to firm the line before 2026-07-29.
2026-07-29
4
HIGH
REQ-H4A2 has a single feasible quote expiring the day it must be placedPRG-RAVEN, rank 1
325.40 lb residual after 516.60 lb is allocated from LOT-7F3A2B. Only QTE-A3F91C (Cascade) is both compliant and on schedule; the Great Lakes alternative docks four days after need-by. The latest release date and the quote expiry fall on the same day, 2026-07-15. This one order also carries REQ-B6N3, so a Cascade slip moves RAVEN and SABLE together. ACTION: Procurement to release by 2026-07-15. Great Lakes QTE-F1C8A6 remains a fallback for REQ-B6N3 only.
2026-07-15
5
HIGH
The DFARS flowdown's scope for aluminium needs a written rulingRAVEN, SABLE
LOT-5C9A16 holds 736.00 lb of usable 7075-T7351 plate — enough to close both RAVEN and SABLE without buying anything — but it is Hangzhou melt. PC-2026-0618 Section 3 first states that steel and specialty alloys must be US or qualifying-origin, then states that material of non-qualifying origin is not acceptable for these programs. The DFARS specialty-metals clause itself does not name aluminium. This analysis applied the second, broader sentence and treated the plate as ineligible, which is the conservative reading and the one the packet's own language supports. ACTION: Contracts and PMO to issue a written determination of whether the Lockmar flowdown reaches aluminium. Do not consume the lot without it. If aluminium is out of scope, a $5,577.96 purchase is cancelled and 736 lb of stranded stock is recovered.
2026-07-15
6
MEDIUM
Three inventory control gaps are misstating availabilityQuality, Materials
LOT-1D6B43 (664.00 lb, Volga — Not Approved source, Russian melt) and LOT-1F9D63 (653.60 lb, Meridian Metal — Suspended after a FOD finding, heat not traceable) both sit in free stock with no hold. LOT-8F4D17 (212.50 lb of 17-4PH bar) has been awaiting receiving inspection since 2026-05-23. ACTION: quarantine the first two immediately and open a receiving-process corrective action — material from a Not Approved source should not have entered free stock. Clear the inspection on the third; it fully covers REQ-U4B8 and cancels a $1,742.70 purchase.
Immediate
7
MEDIUM
Tri-State's certification flowdown is failing repeatedlyCALDER, HALCYON
Two lots — LOT-D6B821 (592.80 lb of 4340 bar) and LOT-4A8D62 (588.00 lb of 7075-T651 plate), 1,180.80 lb combined — carry a certificate of conformance only, and quote QTE-B6D2A9 from the same distributor offers the same. The AMSL records that Tri-State passes mill certs, so the underlying 3.1 reports should exist. ACTION: Supplier Quality to raise a corrective-action request and pursue retrieval of the mill 3.1 reports for both heats. Do not plan against either lot until a 3.1 is on file. Recovery would cancel $3,512.50 of purchase.
2026-07-14
8
MEDIUM
Lone Star's requal audit is stranding a second 15-5PH source15-5PH supply base
SRC-B9D472 is Conditional pending requal and its approval lapsed on 2026-07-15. That strands LOT-4D1A95 (437.40 lb of 15-5PH Cond A plate) and disqualifies QTE-6F1A93, a quote $1.55/lb below the selected line — while the wave is short 680.80 lb of exactly that material. ACTION: Supplier Quality to close or formally extend the requal audit.
2026-07-15
9
LOW
Six MRP lines are still Tentative and carry real commitmentSABLE, MERIDIAN, TUNDRA, HALCYON, CALDER
REQ-L8Q4, REQ-G2J9, REQ-Y8K2, REQ-S6P3, REQ-U4B8 and REQ-W9A3 remain Tentative yet account for $8,403.45 of the recommended commitment, including a 250 lb minimum order on REQ-S6P3 against a 69.50 lb need. ACTION: Materials Planning to firm or cancel them before their Action-By dates. Quotes begin lapsing 2026-07-14; a later decision means re-quoting at unknown prices.
2026-07-20
10. Decisions requested
#
Decision
Owner
By
1
Approve release of the eleven purchase orders in Section 4, totalling $30,063.42.
Sourcing / Procurement
2026-07-07 (first line)
2
Direct MRB to disposition LOT-B3E7C0 before 2026-07-20.
Quality / MRB
2026-07-20
3
Obtain a written Contracts determination on DFARS scope for aluminium on Lockmar programs.
Contracts / PMO
2026-07-15
4
Accept or re-plan the two-day delivery margin on REQ-L8Q4.
PMO / Production
2026-07-29
5
Quarantine LOT-1D6B43 and LOT-1F9D63 and open a receiving-process corrective action.
Quality / Materials
Immediate
6
Raise a corrective-action request to Tri-State on 3.1 certificate flowdown.
Supplier Quality
2026-07-14
7
Firm or cancel the six Tentative MRP lines carrying $8,403.45 of commitment.
Materials Planning
2026-07-20
8
Note, do not action: REQ-E9C1's 1.75 lb residual is deferred pending a cut-planning yield check.
Manufacturing Engineering
2026-10-15
11. Supporting analysis
The companion workbook, material_sourcing_analysis_workbook.xlsx, carries the full working. Every quantity in this memo is reconciled to it and every compliance conclusion cites the controlling clause.
Workbook sheet
Contents
1. Executive Summary
Headline coverage, commitment and unusable-stock figures, live-linked to the detail sheets.
2. Basis & Rules
The applied rule set, each row citing its clause, plus the data-currency warning.
3. Requirement Coverage
All 26 lines: net required, covered from stock, shortfall, status and sourcing decision.
17 more paragraphs not shown.
User prompt → 150 turns · 81 tool calls → final responseclaude-code
106 of 150 turns are kept here; the rest were cut to fit the trajectory's byte budget, and each cut is marked where it fell.
1userYou are supporting a material sourcing review for an aerospace components manufacturer that builds certified door and hi…
You are supporting a material sourcing review for an aerospace components manufacturer that builds certified door and hinge mechanism assemblies. Upcoming production lots require aluminum and steel raw materials, including plate, bar, extrusion, and machined-stock inputs. Several material requirements are at risk because available inventory, supplier quotes, lead times, certification status, source approvals, allocations, yield loss, and program priorities do not all align. Production and sourcing leadership need a sourcing plan that identifies which material lots can be used, which supplier quotes should be acted on, which requirements remain at risk, and which program commitments should be prioritized. The objective is not simply to buy the cheapest or fastest available material; the recommendation must distinguish physically available material from material that is actually usable for certified aerospace production. Using the attached material sourcing packet, determine the recommended sourcing and allocation plan for the current review cycle. Identify which aluminum and steel requirements can be covered from compliant on-hand inventory, which require new purchases, which supplier quotes are feasible, and which shortages or compliance issues require escalation. Evaluate the tradeoffs among material specification, temper or condition, product form, mill certification, traceability, approved-source status, country-of-origin or customer restrictions, available quantity after allocation, usable yield, lead time, cost, and program delivery impact. Work only from the attached materials: the material demand forecast, inventory lot and certification snapshot, approved material source list, supplier quote and lead-time matrix, engineering material substitution policy, and program priority / build schedule. Do not invent alternate alloys, tempers, substitutions, engineering approvals, customer waivers, supplier capacity, expedite options, certification corrections, yield a
… 1,544 more characters in the raw trajectory.
2I'll start by examining the source materials in the workspace.21k
I'll start by examining the source materials in the workspace.
3Bash1
Tool execution only — no assistant text
Bashfind /workspace -type f -not -path "*/node_modules/*" -not -path "*/.git/*" | head -100 && echo "---" && ls -la /workspace (+description)
Arguments
List workspace files
find /workspace -type f -not -path "*/node_modules/*" -not -path "*/.git/*" | head -100 && echo "---" && ls -la /workspace
Output
/workspace/data/approved_material_source_list.xlsx /workspace/data/engineering_material_substitution_policy.pdf /workspace/data/inventory_lot_cert_snapshot.xlsx /workspace/data/material_demand_forecast.xlsx /workspace/data/program_priority_build_schedule.docx /workspace/data/supplier_quote_leadtime_matrix.xlsx --- total 16 drwxr-xr-x 1 root root 4096 Aug 20 16:56 . drwxr-xr-x 1 root root 4096 Aug 21 00:27 .. drwxr-xr-x 1 root root 4096 Aug 20 16:56 data drwxr-xr-x 1 root root 4096 Aug 20 16:56 output [stdout] /workspace/data/approved_material_source_list.xlsx /workspace/data/engineering_material_substitution_policy.pdf /workspace/data/inventory_lot_cert_snapshot.xlsx /workspace/data/material_demand_forecast.xlsx /workspace/data/program_priority_build_schedule.docx /workspace/data/supplier_quote_leadtime_matrix.xlsx --- total 16 drwxr-xr-x 1 root root 4096 Aug 20 16:56 . drwxr-xr-x 1 root root 4096 Aug 21 00:27 .. drwxr-xr-x 1 root root 4096 Aug 20 16:56 data drwxr-xr-x 1 root root 409
… 60 more characters of output in the raw trajectory.
5Six source files. Let me read them all.21k
Six source files. Let me read them all.
6Bash1
Tool execution only — no assistant text
Bashcd /workspace/data && python3 -c " import openpyxl for f in ['material_demand_forecast.xlsx','inventory_lot_cert_snapshot.xlsx','approved_material_source_list.xlsx','supplier_quote_leadtime_matrix.xlsx']: wb = openpyxl.load_workbook(f, data_only=True) print('='*100) print('FILE:', f) for ws in wb.worksheets: print(' SHEET:', ws.title, ws.dimensions, ws.max_row, ws.max_column) " (+description)
Arguments
Inspect workbook structure
cd /workspace/data && python3 -c " import openpyxl for f in ['material_demand_forecast.xlsx','inventory_lot_cert_snapshot.xlsx','approved_material_source_list.xlsx','supplier_quote_leadtime_matrix.xlsx']: wb = openpyxl.load_workbook(f, data_only=True) print('='*100) print('FILE:', f) for ws in wb.worksheets: print(' SHEET:', ws.title, ws.dimensions, ws.max_row, ws.max_column) "Output
==================================================================================================== FILE: material_demand_forecast.xlsx SHEET: Demand Forecast A1:L27 27 12 SHEET: README A1:A15 15 1 ==================================================================================================== FILE: inventory_lot_cert_snapshot.xlsx SHEET: Lot Snapshot A1:Q25 25 17 SHEET: README A1:A18 18 1 ==================================================================================================== FILE: approved_material_source_list.xlsx SHEET: Source List A1:I13 13 9 SHEET: README A1:A14 14 1 ==================================================================================================== FILE: supplier_quote_leadtime_matrix.xlsx SHEET: Quote Matrix A1:Q33 33 17 SHEET: README A1:A17 17 1 [stdout] ==================================================================================================== FILE: material_demand_forecast.xlsx SHEET: Demand Forecast A1:L27 27 12
… 678 more characters of output in the raw trajectory.
7Bash22k1
Tool execution only — no assistant text
Bashpython3 -c " import openpyxl wb = openpyxl.load_workbook('material_demand_forecast.xlsx', data_only=True) for ws in wb.worksheets: print('#'*110) print('SHEET:', ws.title) for row in ws.iter_rows(values_only=True): cells = ['' if c is None else str(c) for c in row] if any(c.strip() for c in cells): print(' | '.join(cells)) " (+description)
Arguments
Dump demand forecast
python3 -c " import openpyxl wb = openpyxl.load_workbook('material_demand_forecast.xlsx', data_only=True) for ws in wb.worksheets: print('#'*110) print('SHEET:', ws.title) for row in ws.iter_rows(values_only=True): cells = ['' if c is None else str(c) for c in row] if any(c.strip() for c in cells): print(' | '.join(cells)) "Output
############################################################################################################## SHEET: Demand Forecast Requirement ID | Program ID | Program Name | Alloy | Material Spec | Temper / Condition | Product Form | Net Required Usable Qty (lb) | UOM | Need-By Date | MRP Firmed | Planner Note REQ-H4A2 | PRG-RAVEN | Raven Cargo Door Actuation Hinge | 7075 | AMS-QQ-A-250/12 | T7351 | Plate | 842 | lb | 2026-08-10 | Y | Hinge arm machined-stock plate REQ-K9P1 | PRG-RAVEN | Raven Cargo Door Actuation Hinge | 4340 | AMS 6415 | Annealed | Bar | 615 | lb | 2026-08-05 | Y | Pivot pin bar, HT in house REQ-C9T1 | PRG-RAVEN | Raven Cargo Door Actuation Hinge | 300M | AMS 6419 | Annealed | Bar | 176 | lb | 2026-08-03 | Y | High-strength actuation pin bar REQ-X5M3 | PRG-RAVEN | Raven Cargo Door Actuation Hinge | 15-5PH | AMS 5862 | Cond A | Plate | 394 | lb | 2026-08-12 | Y | Actuation backing plate REQ-T2C7 | PRG-SABLE | Sable Emergency Egress Hinge Arm | 15-5PH | AMS 5862 |
… 11,192 more characters of output in the raw trajectory.
9Bash26k1
Tool execution only — no assistant text
Bashpython3 -c " import openpyxl wb = openpyxl.load_workbook('/workspace/data/inventory_lot_cert_snapshot.xlsx', data_only=True) for ws in wb.worksheets: print('#'*110) print('SHEET:', ws.title) rows=list(ws.iter_rows(values_only=True)) if ws.title=='README': for r in rows: if r[0]: print(r[0]) else: hdr=rows[0] for r in rows[1:]: print('-'*80) for h,v in zip(hdr,r): print(f' {h}: {v}') " (+description)
Arguments
Dump inventory lot snapshot
python3 -c " import openpyxl wb = openpyxl.load_workbook('/workspace/data/inventory_lot_cert_snapshot.xlsx', data_only=True) for ws in wb.worksheets: print('#'*110) print('SHEET:', ws.title) rows=list(ws.iter_rows(values_only=True)) if ws.title=='README': for r in rows: if r[0]: print(r[0]) else: hdr=rows[0] for r in rows[1:]: print('-'*80) for h,v in zip(hdr,r): print(f' {h}: {v}') "Output
############################################################################################################## SHEET: Lot Snapshot -------------------------------------------------------------------------------- Lot ID: LOT-C7A340 Heat / Cast No.: HEAT-9F1B66 Alloy: 15-5PH Material Spec: AMS 5659 Temper / Condition: H1025 Product Form: Bar Source ID: SRC-7A6D52 On Hand Qty (lb): 360 Allocated Qty (lb): 60 Hold Status: None Cert Type: 3.1 Traceability Status: Full Received Date: 2026-03-27 Cert Expiry: - Yield Factor: 0.84 Storage Location: Bar Cage B3 Note: Hangzhou melt (CN) -------------------------------------------------------------------------------- Lot ID: LOT-3E8C71 Heat / Cast No.: HEAT-7A2F94 Alloy: 4340 Material Spec: AMS 6415 Temper / Condition: Annealed Product Form: Bar Source ID: SRC-58E1B3 On Hand Qty (lb): 520 Allocated Qty (lb): 0 Hold Status: None Cert Type: 3.1 Traceability Status: Full Received Date: 2026-
… 26,692 more characters of output in the raw trajectory.
10Bash33k1
Tool execution only — no assistant text
Bashpython3 -c " import openpyxl wb = openpyxl.load_workbook('/workspace/data/approved_material_source_list.xlsx', data_only=True) for ws in wb.worksheets: print('#'*110) print('SHEET:', ws.title) rows=list(ws.iter_rows(values_only=True)) if ws.title=='README': for r in rows: if r[0]: print(r[0]) else: hdr=rows[0] for r in rows[1:]: print('-'*80) for h,v in zip(hdr,r): print(f' {h}: {v}') " (+description)
Arguments
Dump approved source list
python3 -c " import openpyxl wb = openpyxl.load_workbook('/workspace/data/approved_material_source_list.xlsx', data_only=True) for ws in wb.worksheets: print('#'*110) print('SHEET:', ws.title) rows=list(ws.iter_rows(values_only=True)) if ws.title=='README': for r in rows: if r[0]: print(r[0]) else: hdr=rows[0] for r in rows[1:]: print('-'*80) for h,v in zip(hdr,r): print(f' {h}: {v}') "Output
############################################################################################################## SHEET: Source List -------------------------------------------------------------------------------- Source ID: SRC-9F2A41 Source Name: Cascade Rolled Products LLC Source Type: Mill Approved Spec Families: AMS-QQ-A-250, AMS-QQ-A-200, AMS 4117 Melt Country: USA Origin Qualifying Status: Qualifying (USA) Approval Status: Approved Approval Expiry: 2027-03-31 Note: Aluminum plate/extrusion/bar -------------------------------------------------------------------------------- Source ID: SRC-3B7C19 Source Name: Ardenne Steelworks SA Source Type: Mill Approved Spec Families: AMS 5862, AMS 5659, AMS 5604 Melt Country: France Origin Qualifying Status: Qualifying (non-US) Approval Status: Approved Approval Expiry: 2026-12-31 Note: PH stainless; qualifying country (FR) -------------------------------------------------------------------------------- Sour
… 11,562 more characters of output in the raw trajectory.
12Bash36k1
Tool execution only — no assistant text
Bashpython3 -c " import openpyxl wb = openpyxl.load_workbook('/workspace/data/supplier_quote_leadtime_matrix.xlsx', data_only=True) for ws in wb.worksheets: print('#'*110) print('SHEET:', ws.title) rows=list(ws.iter_rows(values_only=True)) if ws.title=='README': for r in rows: if r[0]: print(r[0]) else: hdr=rows[0] for r in rows[1:]: print('-'*80) for h,v in zip(hdr,r): print(f' {h}: {v}') " (+description)
Arguments
Dump supplier quote matrix
python3 -c " import openpyxl wb = openpyxl.load_workbook('/workspace/data/supplier_quote_leadtime_matrix.xlsx', data_only=True) for ws in wb.worksheets: print('#'*110) print('SHEET:', ws.title) rows=list(ws.iter_rows(values_only=True)) if ws.title=='README': for r in rows: if r[0]: print(r[0]) else: hdr=rows[0] for r in rows[1:]: print('-'*80) for h,v in zip(hdr,r): print(f' {h}: {v}') "Output
############################################################################################################## SHEET: Quote Matrix -------------------------------------------------------------------------------- Quote ID: QTE-8B3F19 RFQ ID: RFQ-1C9E44 Source ID: SRC-58E1B3 Alloy: 300M Material Spec: AMS 6419 Temper / Condition: Annealed Product Form: Bar Quoted Qty (lb): 250 Unit Price ($/lb): 14.2 Extended Cost ($): 3550 Lead Time (days): 27 Quoted Receipt Date: 2026-07-26 Cert Offered: 3.1 Melt Country: USA Min Order (lb): 150 Quote Expiry: 2026-07-14 Note: Brunderman -------------------------------------------------------------------------------- Quote ID: QTE-7C3A95 RFQ ID: RFQ-4B9D52 Source ID: SRC-D14E8B Alloy: 2024 Material Spec: AMS-QQ-A-250/4 Temper / Condition: T351 Product Form: Plate Quoted Qty (lb): 400 Unit Price ($/lb): 6.4 Extended Cost ($): 2560 Lead Time (days): 18 Quoted Receipt Date: 2026-09-22 Cert Offered
… 33,762 more characters of output in the raw trajectory.
14Bash45k1
Tool execution only — no assistant text
Bashpython3 -c " import pypdf r=pypdf.PdfReader('engineering_material_substitution_policy.pdf') print('PAGES', len(r.pages)) for i,p in enumerate(r.pages): print('='*100); print('PAGE',i+1); print(p.extract_text()) " 2>/dev/null || pip install pypdf -q && python3 -c " import pypdf r=pypdf.PdfReader('/workspace/data/engineering_material_substitution_policy.pdf') for i,p in enumerate(r.pages): print('='*100); print('PAGE',i+1); print(p.extract_text()) " (+description)
Arguments
Extract substitution policy PDF
python3 -c " import pypdf r=pypdf.PdfReader('engineering_material_substitution_policy.pdf') print('PAGES', len(r.pages)) for i,p in enumerate(r.pages): print('='*100); print('PAGE',i+1); print(p.extract_text()) " 2>/dev/null || pip install pypdf -q && python3 -c " import pypdf r=pypdf.PdfReader('/workspace/data/engineering_material_substitution_policy.pdf') for i,p in enumerate(r.pages): print('='*100); print('PAGE',i+1); print(p.extract_text()) "Output
PAGES 2 ==================================================================================================== PAGE 1 ENGINEERING MATERIAL SUBSTITUTION POLICY ENG-MSP-Rev H | Controlled Copy Aerostructure Mechanisms Division — Engineering / Materials & Process Page 1 Engineering Material Substitution Policy Document ENG-MSP, Revision H Effective 2026-05-15 Supersedes Rev G (2025-09-02) Approval authority: M. Caldera, Chief Engineer (Materials & Process); co-signed K. Brennan, Director of Quality. Applicability: all certified door and hinge mechanism assemblies sourced under the 2026 build wave. 1. Purpose and Authority This policy defines the only material substitutions that may be applied to released engineering material callouts without a separate, document-controlled deviation. A material lot or supplier quote may be treated as covering a requirement only when the alloy, specification, temper or condition, and product form either match the callout exactly or fall within an a
… 27,686 more characters of output in the raw trajectory.
16Bash51k1
Tool execution only — no assistant text
Bashpython3 -c " from docx import Document d=Document('program_priority_build_schedule.docx') from docx.table import Table from docx.text.paragraph import Paragraph body=d.element.body for child in body.iterchildren(): if child.tag.endswith('}p'): p=Paragraph(child,d) if p.text.strip(): print(f'[{p.style.name}] {p.text}') elif child.tag.endswith('}tbl'): t=Table(child,d) print('--- TABLE ---') for row in t.rows: print(' | '.join(c.text.strip() for c in row.cells)) print('--- END TABLE ---') "
Arguments
python3 -c " from docx import Document d=Document('program_priority_build_schedule.docx') from docx.table import Table from docx.text.paragraph import Paragraph body=d.element.body for child in body.iterchildren(): if child.tag.endswith('}p'): p=Paragraph(child,d) if p.text.strip(): print(f'[{p.style.name}] {p.text}') elif child.tag.endswith('}tbl'): t=Table(child,d) print('--- TABLE ---') for row in t.rows: print(' | '.join(c.text.strip() for c in row.cells)) print('--- END TABLE ---') "… 39 more characters of arguments in the raw trajectory.
Output
Exit code 1 Traceback (most recent call last): File "<string>", line 10, in <module> AttributeError: 'NoneType' object has no attribute 'name' [Heading 1] Program Priority & Build Schedule [error] tool reported failure
17Bash51k1
Tool execution only — no assistant text
Bashpython3 -c " from docx import Document from docx.table import Table from docx.text.paragraph import Paragraph d=Document('/workspace/data/program_priority_build_schedule.docx') for child in d.element.body.iterchildren(): if child.tag.endswith('}p'): p=Paragraph(child,d) if p.text.strip(): print(p.text) elif child.tag.endswith('}tbl'): t=Table(child,d) print('--- TABLE ---') for row in t.rows: print(' | '.join(c.text.strip() for c in row.cells)) print('--- END TABLE ---') " (+description)
Arguments
Extract p
python3 -c " from docx import Document from docx.table import Table from docx.text.paragraph import Paragraph d=Document('/workspace/data/program_priority_build_schedule.docx') for child in d.element.body.iterchildren(): if child.tag.endswith('}p'): p=Paragraph(child,d) if p.text.strip(): print(p.text) elif child.tag.endswith('}tbl'): t=Table(child,d) print('--- TABLE ---') for row in t.rows: print(' | '.join(c.text.strip() for c in row.cells)) print('--- END TABLE ---') "… 22 more characters of arguments in the raw trajectory.
Output
Program Priority & Build Schedule 2026 Q3 Door/Hinge Mechanism Build Wave — Production Control Release PC-2026-0618 Issued by: Production Control & Program Management Office (PMO). Distribution: Sourcing, Materials Planning, Quality, MRB. Status as of 2026-06-19. 1. Purpose This release fixes program priority ranking and committed build dates for the current review cycle. Where multiple programs compete for the same eligible material, allocation shall favor the higher-priority program (lower priority rank number). Contractual country-of-origin and specialty-metals restrictions stated in Section 3 are flowed from the customer contracts and are binding on sourcing decisions; they are not discretionary and may not be relaxed for cost or schedule convenience. 2. Program Priority Ranking and Build Commitments --- TABLE --- Program ID | Program / Assembly | Customer | Priority Rank | Build Start | Restriction PRG-RAVEN | Raven Cargo Door Actuation Hinge | Lockmar Defense Systems | 1 (highe
… 6,938 more characters of output in the raw trajectory.
19I have all six sources. Let me build the analysis engine so the arithmetic and eligibility logic are reproducible.82k
I have all six sources. Let me build the analysis engine so the arithmetic and eligibility logic are reproducible.
20Bash1
Tool execution only — no assistant text
Bashmkdir -p /workspace/build /workspace/output && echo ok (+description)
Arguments
Create build dir
mkdir -p /workspace/build /workspace/output && echo ok
Output
ok [stdout] ok [metadata] noOutputExpected: false
21Write89k1
Tool execution only — no assistant text
Write/workspace/build/analysis.py (+content)
Arguments
- file_path
/workspace/build/analysis.py- content
""" Material sourcing analysis engine — 2026-Q3 Door/Hinge Mechanism Build Wave. Reads the six source files, applies the documented compliance rules (ENG-MSP Rev H, QE-AMSL Rev N, PC-2026-0618) and emits analysis.json. No rule, allowance, quantity, date or price is invented here; every gate traces to a clause in the source packet. """ import json, datetime as dt import openpyxl from docx import Document from docx.table import Table from docx.text.paragraph import Paragraph D = "/workspace/data/" AS_OF = dt.date(2
… 15,787 more characters of arguments in the raw trajectory.
Output
File created successfully at: /workspace/build/analysis.py (file state is current in your context — no need to Read it back) [metadata] type: create filePath: /workspace/build/analysis.py content: | """ Material sourcing analysis engine — 2026-Q3 Door/Hinge Mechanism Build Wave. Reads the six source files, applies the documented compliance rules (ENG-MSP Rev H, QE-AMSL Rev N, PC-2026-0618) and emits analysis.json. No rule, allowance, quantity, date or price is invented here; every gate traces to a clause in the source packet. """ import json, datetime as dt import openpyxl from docx import Document from docx.table import Table from docx.text.paragraph import Paragraph D = "/workspace/data/" AS_OF = dt.date(2026, 6, 19) # PC-2026-0618 "Status as of 2026-06-19"; MRP-2026-0619-R2 def sheet_rows(path, sheet): wb = openpyxl.load_workbook(path, data_only=True) ws = wb[sheet] rows = list(ws.iter_rows(values_only=True)) hdr =… 15,612 more characters of output in the raw trajectory.
22Bash89k1
Tool execution only — no assistant text
Bashcd /workspace/build && python3 analysis.py 2>&1 | head -200 (+description)
Arguments
Run sourcing analysis engine
cd /workspace/build && python3 analysis.py 2>&1 | head -200
Output
AS-OF 2026-06-19 requirements=26 lots=24 quotes=32 ====================================================================================================================== INVENTORY LOT BASE SCREEN ====================================================================================================================== BLOCKED LOT-1D6B43 15-5PH AMS 5862 Cond A Plate Volga Forged Steel OAO Russia OH 800 -A 0 x0.83 = 664.0 ! Volga Forged Steel OAO AMSL status = Not Approved (ENG-MSP 3) BLOCKED LOT-4D1A95 15-5PH AMS 5862 Cond A Plate Lone Star Aerospace Metals USA OH 540 -A 0 x0.81 = 437.4 ! Lone Star Aerospace Metals AMSL status = Conditional (ENG-MSP 3) ELIGIBLE LOT-6B2F39 15-5PH AMS 5862 Cond A Plate Adriatic Aero Alloys d.o.o Slovenia OH 610 -A 0 x0.82 = 500.2 BLOCKED LOT-B3E7C0 15-5PH AMS 5862 Cond A Plate Ardenne Steelworks SA France OH 1… 39,146 more characters of output in the raw trajectory.
24Bash100k1
Tool execution only — no assistant text
Bashpython3 analysis.py 2>&1 | tail -30 (+description)
Arguments
Show stranded inventory section
python3 analysis.py 2>&1 | tail -30
Output
FEASIBLE QTE-3D9B16 Great Lakes Plate & Bar USA 3.1 qty 400 moq 250 $ 9.15/lb rcpt 2026-07-29 (+108d) exp 2026-07-20 latestPO 2026-10-21 Compliant and on schedule (108 days before need-by) REQ-U4B8 P6 PRG-CALDER 17-4PH / AMS 5604 / H1075 / Bar | shortfall 157.0 lb | need-by 2026-11-18 | restriction None FEASIBLE QTE-6A2D58 Pohang Advanced Alloy South Korea 3.1 qty 350 moq 200 $ 10.9/lb rcpt 2026-08-04 (+106d) exp 2026-07-21 latestPO 2026-10-18 Compliant and on schedule (106 days before need-by) FEASIBLE QTE-7E2A85 Adriatic Aero Alloys d.o Slovenia 3.1 qty 250 moq 150 $ 11.1/lb rcpt 2026-08-15 (+95d) exp 2026-07-23 latestPO 2026-10-14 Compliant and on schedule (95 days before need-by) FEASIBLE QTE-1F7C93 Ardenne Steelworks SA France 3.1 qty 300 moq 150 $ 11.4/lb rcpt 2026-08-01 (+109d) exp 2026-07-20 latestPO 2026-10-23 Compliant and on schedule (109 days before need-by) ==… 4,600 more characters of output in the raw trajectory.
26The engine reproduces my hand analysis exactly. Now the sourcing-plan layer:113k
The engine reproduces my hand analysis exactly. Now the sourcing-plan layer:
27Write1
Tool execution only — no assistant text
Write/workspace/build/plan.py (+content)
Arguments
- file_path
/workspace/build/plan.py- content
"""Sourcing plan layer — consolidates residual shortfalls into PO recommendations, prices alternatives, and quantifies the compliance premium and escalation upside.""" import json, itertools from collections import defaultdict A = json.load(open("/workspace/build/analysis.json")) REQ = {r["Requirement ID"]: r for r in A["requirements"]} LOT = {l["Lot ID"]: l for l in A["lots"]} QT = {q["Quote ID"]: q for q in A["quotes"]} COV = A["coverage"] QE = A["quote_eval"] # ---- residual shortfalls grouped by identi
… 7,469 more characters of arguments in the raw trajectory.
Output
File created successfully at: /workspace/build/plan.py (file state is current in your context — no need to Read it back) [metadata] type: create filePath: /workspace/build/plan.py content: | """Sourcing plan layer — consolidates residual shortfalls into PO recommendations, prices alternatives, and quantifies the compliance premium and escalation upside.""" import json, itertools from collections import defaultdict A = json.load(open("/workspace/build/analysis.json")) REQ = {r["Requirement ID"]: r for r in A["requirements"]} LOT = {l["Lot ID"]: l for l in A["lots"]} QT = {q["Quote ID"]: q for q in A["quotes"]} COV = A["coverage"] QE = A["quote_eval"] # ---- residual shortfalls grouped by identical engineering callout ------------ short = {rid: c["shortfall"] for rid, c in COV.items() if c["shortfall"] > 1e-9} groups = defaultdict(list) for rid in short: groups[REQ[rid]["callout"]].append(rid) for g in groups.values():… 7,290 more characters of output in the raw trajectory.
28Bash113k1
Tool execution only — no assistant text
Bashpython3 plan.py (+description)
Arguments
Build sourcing plan
python3 plan.py
Output
CALLOUT REQS NEED QUOTE SOURCE POqty COST ACTION-BY MODE ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 300M / AMS 6419 / Annealed / Bar REQ-C9T1 176.0 QTE-8B3F19 Brunderman Forge & Bar In 176.0 2,499.20 2026-07-07 consolidated (+8d, overbuy 0.0) 7075 / AMS-QQ-A-250/12 / T7351 / Plate REQ-H4A2,REQ-B6N3 593.4 QTE-A3F91C Cascade Rolled Products L 593.4 5,577.96 2026-07-15 consolidated (+11d, overbuy 0.0) 15-5PH / AMS 5862 / Cond A / Plate REQ-T2C7,REQ-V1D9 680.8 QTE-3A9F18 Ardenne Steelworks SA 680.8 7,999.40 2026-07-20 consolidated (+18d, overbuy 0.0) 4340 / AMS 6359 / Norm / Plate REQ-L8Q4 287.0 QTE-6D1B84 Brunderman Forge & B
… 7,822 more characters of output in the raw trajectory.
30Two refinements: price the compliance premium on actual PO cost, and separate the uneconomic 1.75 lb line as a deferred…118k
Two refinements: price the compliance premium on actual PO cost, and separate the uneconomic 1.75 lb line as a deferred item.
31Edit1
Tool execution only — no assistant text
Edit/workspace/build/plan.py (+replace_all, old_string)
Arguments
- replace_all
false- file_path
/workspace/build/plan.py- old_string
# ---- compliance premium: cheapest rejected vs selected, same requirement ----- PREM = [] for p in [x for x in PLAN if x["quote"]]: for r in p["reqs"]: rej = [q for q in QE if q["req"] == r and not q["feasible"]] cheaper = [q for q in rej if q["unit"] < p["unit"]] if not cheaper: continue b = min(cheaper, key=lambda q: q["unit"]) lb = short[r] PREM.append({ "req": r, "program": REQ[r]["Program ID"], "callout": p[
… 3,452 more characters of arguments in the raw trajectory.
Output
The file /workspace/build/plan.py has been updated successfully. (file state is current in your context — no need to Read it back) [metadata] filePath: /workspace/build/plan.py oldString: | # ---- compliance premium: cheapest rejected vs selected, same requirement ----- PREM = [] for p in [x for x in PLAN if x["quote"]]: for r in p["reqs"]: rej = [q for q in QE if q["req"] == r and not q["feasible"]] cheaper = [q for q in rej if q["unit"] < p["unit"]] if not cheaper: continue b = min(cheaper, key=lambda q: q["unit"]) lb = short[r] PREM.append({ "req": r, "program": REQ[r]["Program ID"], "callout": p["callout"], "selected": p["quote"], "sel_source": p["source"], "sel_unit": p["unit"], "rejected": b["quote"], "rej_source": b["source"], "rej_unit": b["unit"], "lb": lb, "premium": round((p["unit"] - b["u… 15,722 more characters of output in the raw trajectory.
32Edit118k1
Tool execution only — no assistant text
Edit/workspace/build/plan.py (+replace_all, old_string, new_string)
Arguments
- replace_all
false- file_path
/workspace/build/plan.py- old_string
json.dump({"plan": PLAN, "alts": ALTS, "premium": PREM, "totals": {"cost": total_cost, "premium": total_prem, "req": total_req, "inv": total_inv, "short": total_short}}, open("/workspace/build/plan.json", "w"), indent=1)- new_string
json.dump({"plan": PLAN, "alts": ALTS, "premium": PREM, "upside": UPSIDE, "totals": {"cost": total_cost, "contingent": contingent, "premium": total_prem, "req": total_re
… 139 more characters of arguments in the raw trajectory.
Output
The file /workspace/build/plan.py has been updated successfully. (file state is current in your context — no need to Read it back) [metadata] filePath: /workspace/build/plan.py oldString: | json.dump({"plan": PLAN, "alts": ALTS, "premium": PREM, "totals": {"cost": total_cost, "premium": total_prem, "req": total_req, "inv": total_inv, "short": total_short}}, open("/workspace/build/plan.json", "w"), indent=1) newString: | json.dump({"plan": PLAN, "alts": ALTS, "premium": PREM, "upside": UPSIDE, "totals": {"cost": total_cost, "contingent": contingent, "premium": total_prem, "req": total_req, "inv": total_inv, "short": total_short}}, open("/workspace/build/plan.json", "w"), indent=1) originalFile: | """Sourcing plan layer — consolidates residual shortfalls into PO recommendations, prices alternatives, and quanti… 10,843 more characters of output in the raw trajectory.
33Edit120k1
Tool execution only — no assistant text
Edit/workspace/build/plan.py (+replace_all, old_string)
Arguments
- replace_all
false- file_path
/workspace/build/plan.py- old_string
print("-" * 175) print(f"{len([p for p in PLAN if p['quote']])} PO lines TOTAL ${total_cost:,.2f}") print(f"\nNet required {total_req:,.1f} lb | inventory {total_inv:,.2f} lb " f"({total_inv/total_req*100:.1f}%) | purchased shortfall {total_short:,.2f} lb") print(f"\nCOMPLIANCE PREMIUM (compliant selection vs cheapest rejected option)") for x in sorted(PREM, key=lambda y: -y["premium"]): print(f" {x['req']:<10}{x['selected']} ${x['sel_unit']}/lb vs {x['rejected']} " f"${x['r
… 1,572 more characters of arguments in the raw trajectory.
Output
The file /workspace/build/plan.py has been updated successfully. (file state is current in your context — no need to Read it back) [metadata] filePath: /workspace/build/plan.py oldString: | print("-" * 175) print(f"{len([p for p in PLAN if p['quote']])} PO lines TOTAL ${total_cost:,.2f}") print(f"\nNet required {total_req:,.1f} lb | inventory {total_inv:,.2f} lb " f"({total_inv/total_req*100:.1f}%) | purchased shortfall {total_short:,.2f} lb") print(f"\nCOMPLIANCE PREMIUM (compliant selection vs cheapest rejected option)") for x in sorted(PREM, key=lambda y: -y["premium"]): print(f" {x['req']:<10}{x['selected']} ${x['sel_unit']}/lb vs {x['rejected']} " f"${x['rej_unit']}/lb x {x['lb']} lb = ${x['premium']:>9,.2f} " f"[{x['rej_source']}] {x['why'][:70]}") print(f" {'TOTAL':<10}${total_prem:,.2f} ({total_prem/total_cost*100:.1f}% of spend)") newString: | print("-" * 175) n = len([p for p in PLAN if p["quot… 13,586 more characters of output in the raw trajectory.
34Bash120k1
Tool execution only — no assistant text
Bashpython3 plan.py 2>&1 | tail -45 (+description)
Arguments
Rerun plan with refined economics
python3 plan.py 2>&1 | tail -45
Output
CALLOUT REQS NEED QUOTE SOURCE POqty COST ACTION-BY MODE ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 300M / AMS 6419 / Annealed / Bar REQ-C9T1 176.0 QTE-8B3F19 Brunderman Forge & Bar In 176.0 2,499.20 2026-07-07 consolidated (+8d, overbuy 0.0) 7075 / AMS-QQ-A-250/12 / T7351 / Plate REQ-H4A2,REQ-B6N3 593.4 QTE-A3F91C Cascade Rolled Products L 593.4 5,577.96 2026-07-15 consolidated (+11d, overbuy 0.0) 15-5PH / AMS 5862 / Cond A / Plate REQ-T2C7,REQ-V1D9 680.8 QTE-3A9F18 Ardenne Steelworks SA 680.8 7,999.40 2026-07-20 consolidated (+18d, overbuy 0.0) 4340 / AMS 6359 / Norm / Plate REQ-L8Q4 287.0 QTE-6D1B84 Brunderman Forge & B
… 10,680 more characters of output in the raw trajectory.
36Analysis is complete and validated. Now let me build the deliverables.123k
Analysis is complete and validated. Now let me build the deliverables.
37user{"type": "text", "text": "Base directory for this skill: /logs/agent/sessions/skills/xlsx\n\n# Requirements for Outputs\…
{"type": "text", "text": "Base directory for this skill: /logs/agent/sessions/skills/xlsx\n\n# Requirements for Outputs\n\n## All Excel files\n\n### Professional Font\n- Use a consistent, professional font (e.g., Arial, Times New Roman) for all deliverables unless otherwise instructed by the user\n\n### Zero Formula Errors\n- Every Excel model MUST be delivered with ZERO formula errors (#REF!, #DIV/0!, #VALUE!, #N/A, #NAME?)\n\n### Preserve Existing Templates (when updating templates)\n- Study and EXACTLY match existing format, style, and conventions when modifying files\n- Never impose standardized formatting on files with established patterns\n- Existing template conventions ALWAYS override these guidelines\n\n## Financial models\n\n### Color Coding Standards\nUnless otherwise stated by the user or existing template\n\n#### Industry-Standard Color Conventions\n- Blue text (RGB: 0,0,255): Hardcoded inputs, and numbers users will change for scenarios\n- Black text (RGB: 0,0,0): ALL formulas and calculations\n- Green text (RGB: 0,128,0): Links pulling from other worksheets within same workbook\n- Red text (RGB: 255,0,0): External links to other files\n- Yellow background (RGB: 255,255,0): Key assumptions needing attention or cells that need to be updated\n\n### Number Formatting Standards\n\n#### Required Format Rules\n- Years: Format as text strings (e.g., "2024" not "2,024")\n- Currency: Use $#,##0 format; ALWAYS specify units in headers ("Revenue ($mm)")\n- Zeros: Use number formatting to make all zeros "-", including percentages (e.g., "$#,##0;($#,##0);-")\n- Percentages: Default to 0.0% format (one decimal)\n- Multiples: Format as 0.0x for valuation multiples (EV/EBITDA, P/E)\n- Negative numbers: Use parentheses (123) not minus -123\n\n### Formula Construction Rules\n\n#### Assumptions Placement\n- Place ALL assumptions (growth rates, margins, multiples, etc.) in separate assumption cells\n- Use cell referenc
… 8,847 more characters in the raw trajectory.
38Skill1
Tool execution only — no assistant text
Skillxlsx
Arguments
xlsx
Output
Launching skill: xlsx [metadata] success: true commandName: xlsx
40Write158k1
Tool execution only — no assistant text
Write/workspace/build/make_xlsx.py (+content)
Arguments
- file_path
/workspace/build/make_xlsx.py- content
import json from openpyxl import Workbook from openpyxl.styles import Font, PatternFill, Alignment, Border, Side from openpyxl.utils import get_column_letter as CL from openpyxl.worksheet.table import Table, TableStyleInfo A = json.load(open("/workspace/build/analysis.json")) P = json.load(open("/workspace/build/plan.json")) REQ = {r["Requirement ID"]: r for r in A["requirements"]} LOT = {l["Lot ID"]: l for l in A["lots"]} QT = {q["Quote ID"]: q for q in A["quotes"]} COV, QE, PLAN = A["coverage"], A["quote_e
… 62,631 more characters of arguments in the raw trajectory.
Output
File created successfully at: /workspace/build/make_xlsx.py (file state is current in your context — no need to Read it back) [metadata] type: create filePath: /workspace/build/make_xlsx.py content: | import json from openpyxl import Workbook from openpyxl.styles import Font, PatternFill, Alignment, Border, Side from openpyxl.utils import get_column_letter as CL from openpyxl.worksheet.table import Table, TableStyleInfo A = json.load(open("/workspace/build/analysis.json")) P = json.load(open("/workspace/build/plan.json")) REQ = {r["Requirement ID"]: r for r in A["requirements"]} LOT = {l["Lot ID"]: l for l in A["lots"]} QT = {q["Quote ID"]: q for q in A["quotes"]} COV, QE, PLAN = A["coverage"], A["quote_eval"], P["plan"] FONT = "Arial" NAVY = "1F3864"; HDR = "2F5496"; BAND = "D9E2F3" GREY = "F2F2F2"; RED = "FFC7CE"; AMB = "FFE699"; GRN = "C6EFCE" BLUE = "0000FF"; BLACK = "000000"; GREENT = "008000" wb = Workb… 62,457 more characters of output in the raw trajectory.
41Bash158k1
Tool execution only — no assistant text
Bashpython3 make_xlsx.py && python3 -c " import openpyxl wb=openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx') for ws in wb.worksheets: print(ws.title, ws.dimensions) " (+description)
Arguments
Build workbook
python3 make_xlsx.py && python3 -c " import openpyxl wb=openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx') for ws in wb.worksheets: print(ws.title, ws.dimensions) "Output
saved 1. Basis & Rules A1:C20 2. Executive Summary A1:E32 3. Requirement Coverage A1:P31 4. Inventory Lot Usability A1:U31 5. Lot-Requirement Matrix A1:L113 6. Allocation Decisions A1:L43 7. Quote Feasibility A1:T47 8. Recommended Actions A1:V28 9. Alternatives Considered A1:Q54 10. Yield & Qty Analysis A1:L41 11. At-Risk & Escalations A1:I17 [stdout] saved 1. Basis & Rules A1:C20 2. Executive Summary A1:E32 3. Requirement Coverage A1:P31 4. Inventory Lot Usability A1:U31 5. Lot-Requirement Matrix A1:L113 6. Allocation Decisions A1:L43 7. Quote Feasibility A1:T47 8. Recommended Actions A1:V28 9. Alternatives Considered A1:Q54 10. Yield & Qty Analysis A1:L41 11. At-Risk & Escalations A1:I17 [metadata] noOutputExpected: false
43Three formula/ordering fixes needed — let me correct them.161k
Three formula/ordering fixes needed — let me correct them.
44Bash1
Tool execution only — no assistant text
Bashpython3 - <<'EOF' import re s = open('make_xlsx.py').read() # 1. circular ref: total-unusable row 19 must sum rows 17+18, not 18+19 s = s.replace('r = kpi(r, "Total unusable this cycle (lb)", "=C18+C19", LB2,', 'r = kpi(r, "Total unusable this cycle (lb)", "=C17+C18", LB2,') # 2. compliance-premium total lives at K28, not K34 s = s.replace('f"={RA}!$K$34"', 'f"={RA}!$K$28"') # 3. dead ternary in the balances block s = s.replace(''' put(ws, r, 10, f'=SUMIF($A${first}:$A${last},"",$J${first}:$J${last})' if False else round(L["us
Arguments
python3 - <<'EOF' import re s = open('make_xlsx.py').read() # 1. circular ref: total-unusable row 19 must sum rows 17+18, not 18+19 s = s.replace('r = kpi(r, "Total unusable this cycle (lb)", "=C18+C19", LB2,', 'r = kpi(r, "Total unusable this cycle (lb)", "=C17+C18", LB2,') # 2. compliance-premium total lives at K28, not K34 s = s.replace('f"={RA}!$K$34"', 'f"={RA}!$K$28"') # 3. dead ternary in the balances block s = s.replace(''' put(ws, r, 10, f'=SUMIF($A${first}:$A${last},"",$J${first}:$J${last})' if False else round(L["us… 1,337 more characters of arguments in the raw trajectory.
Output
saved ['2. Executive Summary', '1. Basis & Rules', '3. Requirement Coverage', '4. Inventory Lot Usability', '5. Lot-Requirement Matrix', '6. Allocation Decisions', '7. Quote Feasibility', '8. Recommended Actions', '9. Alternatives Considered', '10. Yield & Qty Analysis', '11. At-Risk & Escalations'] [stdout] saved ['2. Executive Summary', '1. Basis & Rules', '3. Requirement Coverage', '4. Inventory Lot Usability', '5. Lot-Requirement Matrix', '6. Allocation Decisions', '7. Quote Feasibility', '8. Recommended Actions', '9. Alternatives Considered', '10. Yield & Qty Analysis', '11. At-Risk & Escalations'] [metadata] noOutputExpected: false
46Bash161k1
Tool execution only — no assistant text
Bashpython3 - <<'EOF' s = open('make_xlsx.py').read() s = s.replace('ws = wb.create_sheet("2. Executive Summary", 0)', 'ws = wb.create_sheet("1. Executive Summary", 0)') s = s.replace('ws = sheet("1. Basis & Rules"', 'ws = sheet("2. Basis & Rules"') open('make_xlsx.py','w').write(s) EOF python3 make_xlsx.py && python3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py /workspace/output/material_sourcing_analysis_workbook.xlsx 120 (+description)
Arguments
Renumber sheets and recalculate
python3 - <<'EOF' s = open('make_xlsx.py').read() s = s.replace('ws = wb.create_sheet("2. Executive Summary", 0)', 'ws = wb.create_sheet("1. Executive Summary", 0)') s = s.replace('ws = sheet("1. Basis & Rules"', 'ws = sheet("2. Basis & Rules"') open('make_xlsx.py','w').write(s) EOF python3 make_xlsx.py && python3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py /workspace/output/material_sourcing_analysis_workbook.xlsx 120Output
saved { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 364 } [stdout] saved { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 364 } [metadata] noOutputExpected: false48Zero formula errors. Let me verify the recalculated values match the analysis.162k
Zero formula errors. Let me verify the recalculated values match the analysis.
49Bash1
Tool execution only — no assistant text
Bashpython3 -c " import openpyxl wb=openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx', data_only=True) ws=wb['1. Executive Summary'] for r in range(4,33): b,c,e = ws.cell(r,2).value, ws.cell(r,3).value, ws.cell(r,5).value if b is not None: cv = f'{c:,.2f}' if isinstance(c,(int,float)) else c print(f'{r:>3} | {str(b)[:52]:<53}| {str(cv):<14}| {str(e)[:60] if e else \"\"}') " (+description)
Arguments
Verify executive summary values
python3 -c " import openpyxl wb=openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx', data_only=True) ws=wb['1. Executive Summary'] for r in range(4,33): b,c,e = ws.cell(r,2).value, ws.cell(r,3).value, ws.cell(r,5).value if b is not None: cv = f'{c:,.2f}' if isinstance(c,(int,float)) else c print(f'{r:>3} | {str(b)[:52]:<53}| {str(cv):<14}| {str(e)[:60] if e else \"\"}') "Output
4 | COVERAGE POSITION | None | 5 | Total net required usable quantity (lb) | 8,960.00 | 26 MRP lines across six programs. 6 | Covered from compliant on-hand inventory (lb) | 5,857.25 | Only lots passing callout, certification, traceability, hold 7 | Shortfall requiring purchase (lb) | 3,102.75 | Residual after priority-ordered allocation of eligible stock 8 | Inventory coverage | 0.65 | 11 requirements fully covered from stock, 7 partially, 8 not 10 | COMMITMENT | None | 11 | Recommended purchase commitment | 30,063.42 | Eleven PO lines. Costs are live formulas over quoted unit pr 12 | Deferred / contingent | 2,225.00 | REQ-E9C1 only: a 1.75 lb residual against a 250 lb minimum o 13 | Cost of compliance
… 5,308 more characters of output in the raw trajectory.
51Bash164k1
Tool execution only — no assistant text
Bashpython3 -c " import openpyxl wb=openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx', data_only=True) w4=wb['4. Inventory Lot Usability']; w10=wb['10. Yield & Qty Analysis']; w3=wb['3. Requirement Coverage'] print('sheet4 total yield-adj N30 :', w4.cell(30,14).value) print('sheet10 lot total I30 :', w10.cell(30,9).value) print('sheet10 bucket total C42 :', w10.cell(42,3).value) tot=w4.cell(30,14).value print() print('unusable 5078.30 / total :', round(5078.30/tot*100,1), '%') print('blocked 4127.70 / total :', round(4127.70/tot*
Arguments
python3 -c " import openpyxl wb=openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx', data_only=True) w4=wb['4. Inventory Lot Usability']; w10=wb['10. Yield & Qty Analysis']; w3=wb['3. Requirement Coverage'] print('sheet4 total yield-adj N30 :', w4.cell(30,14).value) print('sheet10 lot total I30 :', w10.cell(30,9).value) print('sheet10 bucket total C42 :', w10.cell(42,3).value) tot=w4.cell(30,14).value print() print('unusable 5078.30 / total :', round(5078.30/tot*100,1), '%') print('blocked 4127.70 / total :', round(4127.70/tot*… 470 more characters of arguments in the raw trajectory.
Output
Exit code 1 Traceback (most recent call last): File "<string>", line 10, in <module> TypeError: unsupported operand type(s) for /: 'float' and 'NoneType' sheet4 total yield-adj N30 : None sheet10 lot total I30 : None sheet10 bucket total C42 : None [error] tool reported failure
52Bash165k1
Tool execution only — no assistant text
Bashpython3 -c " import openpyxl wb=openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx', data_only=True) for name,cols in [('4. Inventory Lot Usability',[1,14]),('10. Yield & Qty Analysis',[1,3,9])]: ws=wb[name]; print('==',name, ws.max_row) for r in range(25,ws.max_row+1): vals=[ws.cell(r,c).value for c in cols] if any(v is not None for v in vals): print(' ',r,vals) " (+description)
Arguments
Locate total rows
python3 -c " import openpyxl wb=openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx', data_only=True) for name,cols in [('4. Inventory Lot Usability',[1,14]),('10. Yield & Qty Analysis',[1,3,9])]: ws=wb[name]; print('==',name, ws.max_row) for r in range(25,ws.max_row+1): vals=[ws.cell(r,c).value for c in cols] if any(v is not None for v in vals): print(' ',r,vals) "Output
== 4. Inventory Lot Usability 31 25 ['LOT-2C9E14', 586.5] 26 ['LOT-4A8D62', 588] 27 ['LOT-5C9A16', 736] 28 ['LOT-7F3A2B', 516.6] 29 ['TOTAL', 11862.1] 31 ['Note: callout match is assessed per requirement, not per lot — see sheet 5. A lot passing every gate here may still be barred from a specific requirement on callout mismatch or program country-of-origin rules.', None] == 10. Yield & Qty Analysis 41 25 ['LOT-4A8D62', 'AMS-QQ-A-250/12 / T651 / Plate', 588] 26 ['LOT-5C9A16', 'AMS-QQ-A-250/12 / T7351 / Plate', 736] 27 ['LOT-7F3A2B', 'AMS-QQ-A-250/12 / T7351 / Plate', 516.6] 28 ['LOT-8D4B19', 'AMS-QQ-A-200/11 / T6511 / Extrusion', 388.85] 29 ['TOTAL', None, 11862.1] 31 ['WHERE THE PHYSICAL INVENTORY GOES', None, None] 32 ['Category', 'Yield-Adj Qty (lb)', None] 33 ['Allocated to this build wave', 5857.25, None] 34 ['Free, compliant, unrestricted', 821.55, None] 35 ['Free but origin-restricted', 105, None] 36 ['BLOCKED — hold / MRB', 1191.9, None] 37 ['
… 1,550 more characters of output in the raw trajectory.
54One percentage to correct — the unusable share is 42.8%, not 46%.166k
One percentage to correct — the unusable share is 42.8%, not 46%.
55Bash1
Tool execution only — no assistant text
Bashpython3 - <<'EOF' s=open('make_xlsx.py').read() n=s.count('46%') s=s.replace('5,078.30 lb, roughly 46%, cannot be used this cycle.', '5,078.30 lb — 42.8% of yield-adjusted stock — cannot be used this cycle.') s=s.replace('"5,078.30 lb — 46% of yield-adjusted stock — is blocked or origin-stranded."', '"5,078.30 lb — 42.8% of yield-adjusted stock — is blocked or origin-stranded."') s=s.replace('"About 46% of yield-adjusted stock is physically present and cannot be cut."', '"42.8% of yield-adjusted stock is physically present and cann
Arguments
python3 - <<'EOF' s=open('make_xlsx.py').read() n=s.count('46%') s=s.replace('5,078.30 lb, roughly 46%, cannot be used this cycle.', '5,078.30 lb — 42.8% of yield-adjusted stock — cannot be used this cycle.') s=s.replace('"5,078.30 lb — 46% of yield-adjusted stock — is blocked or origin-stranded."', '"5,078.30 lb — 42.8% of yield-adjusted stock — is blocked or origin-stranded."') s=s.replace('"About 46% of yield-adjusted stock is physically present and cannot be cut."', '"42.8% of yield-adjusted stock is physically present and cann… 755 more characters of arguments in the raw trajectory.
Output
before: 4 after: 0 saved { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 364 } 0 no 46% remaining [stdout] before: 4 after: 0 saved { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 364 } 0 no 46% remaining [metadata] noOutputExpected: false57Bash167k1
Tool execution only — no assistant text
Bashpython3 -c " import openpyxl wb=openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx', data_only=True) ws=wb['8. Recommended Actions'] print('=== RECOMMENDED ACTIONS ===') for r in range(5,19): v=[ws.cell(r,c).value for c in (1,2,3,5,7,10,13,14,15,16,20,21)] if v[2] or v[1]: print(' | '.join('' if x is None else (f'{x:,.2f}' if isinstance(x,float) else str(x)) for x in v)) print() print('=== COMPLIANCE PREMIUM ===') for r in range(21,29): v=[ws.cell(r,c).value for c in (2,3,4,6,7,9,10,11)] if v[0]: print(' | '.join('' if x
Arguments
python3 -c " import openpyxl wb=openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx', data_only=True) ws=wb['8. Recommended Actions'] print('=== RECOMMENDED ACTIONS ===') for r in range(5,19): v=[ws.cell(r,c).value for c in (1,2,3,5,7,10,13,14,15,16,20,21)] if v[2] or v[1]: print(' | '.join('' if x is None else (f'{x:,.2f}' if isinstance(x,float) else str(x)) for x in v)) print() print('=== COMPLIANCE PREMIUM ===') for r in range(21,29): v=[ws.cell(r,c).value for c in (2,3,4,6,7,9,10,11)] if v[0]: print(' | '.join('' if x… 129 more characters of arguments in the raw trajectory.
Output
=== RECOMMENDED ACTIONS === 1 | RECOMMENDED | REQ-C9T1 | Brunderman Forge & Bar Inc | QTE-8B3F19 | 176 | 176 | 0 | 14.20 | 2,499.20 | 8 | 2026-07-07 2 | RECOMMENDED | REQ-H4A2, REQ-B6N3 | Cascade Rolled Products LLC | QTE-A3F91C | 593.40 | 593.40 | 0 | 9.40 | 5,577.96 | 11 | 2026-07-15 3 | RECOMMENDED | REQ-T2C7, REQ-V1D9 | Ardenne Steelworks SA | QTE-3A9F18 | 680.80 | 680.80 | 0 | 11.75 | 7,999.40 | 18 | 2026-07-20 4 | RECOMMENDED | REQ-L8Q4 | Brunderman Forge & Bar Inc | QTE-6D1B84 | 287 | 287 | 0 | 6.90 | 1,980.30 | 2 | 2026-07-29 5 | RECOMMENDED | REQ-W3F9 | Ardenne Steelworks SA | QTE-2F8C41 | 198 | 198 | 0 | 9.85 | 1,950.30 | 36 | 2026-07-23 6 | RECOMMENDED | REQ-G2J9 | Cascade Rolled Products LLC | QTE-1A6E38 | 154.20 | 154.20 | 0 | 5.75 | 886.65 | 35 | 2026-07-25 7 | RECOMMENDED | REQ-D7R4, REQ-Y8K2 | Cascade Rolled Products LLC | QTE-2D7C64 | 236.10 | 236.10 | 0 | 7.60 | 1,794.36 | 47 | 2026-07-19 8 | RECOMMENDED | REQ-Z4V2 | Yellow River Specialty Steel | QTE-9A2E57 | 389 | 3
… 4,128 more characters of output in the raw trajectory.
59Workbook verified end-to-end. Now the memo.169k
Workbook verified end-to-end. Now the memo.
60user{"type": "text", "text": "Base directory for this skill: /logs/agent/sessions/skills/docx\n\n# DOCX creation, editing, a…
{"type": "text", "text": "Base directory for this skill: /logs/agent/sessions/skills/docx\n\n# DOCX creation, editing, and analysis\n\n## Overview\n\nA .docx file is a ZIP archive containing XML files.\n\n## Quick Reference\n\n| Task | Approach |\n|------|----------|\n| Read/analyze content |
pandocor unpack for raw XML |\n| Create new document | Usedocx-js- see Creating New Documents below |\n| Edit existing document | Unpack → edit XML → repack - see Editing Existing Documents below |\n\n### Converting .doc to .docx\n\nLegacy.docfiles must be converted before editing:\n\nbash\npython scripts/office/soffice.py --headless --convert-to docx document.doc\n\n\n### Reading Content\n\nbash\n# Text extraction with tracked changes\npandoc --track-changes=all document.docx -o output.md\n\n# Raw XML access\npython scripts/office/unpack.py document.docx unpacked/\n\n\n### Converting to Images\n\nbash\npython scripts/office/soffice.py --headless --convert-to pdf document.docx\npdftoppm -jpeg -r 150 document.pdf page\n\n\n### Accepting Tracked Changes\n\nTo produce a clean document with all tracked changes accepted (requires LibreOffice):\n\nbash\npython scripts/accept_changes.py input.docx output.docx\n\n\n---\n\n## Creating New Documents\n\nGenerate .docx files with JavaScript, then validate. Install:npm install -g docx\n\n### Setup\n```javascript\nconst { Document, Packer, Paragraph, TextRun, Table, TableRow, TableCell, ImageRun,\n Header, Footer, AlignmentType, PageOrientation, LevelFormat, ExternalHyperlink,\n InternalHyperlink, Bookmark, FootnoteReferenceRun, PositionalTab,\n PositionalTabAlignment, PositionalTabRelativeTo, PositionalTabLeader,\n TabStopType, TabStopPosition, Column, SectionType,\n TableOfContents, HeadingLevel, BorderStyle, WidthType, ShadingType,\n VerticalAlign, PageNumber, PageBreak } = require('docx');\n\nconst doc = new Document({ sections: [{ children: [/* content */] }… 18,094 more characters in the raw trajectory.
61Skill1
Tool execution only — no assistant text
Skilldocx
Arguments
docx
Output
Launching skill: docx [metadata] success: true commandName: docx
62Bash178k1
Tool execution only — no assistant text
Bashnpm ls -g docx 2>/dev/null | head -3 || npm install -g docx 2>&1 | tail -2 (+description)
Arguments
Check docx library
npm ls -g docx 2>/dev/null | head -3 || npm install -g docx 2>&1 | tail -2
Output
(Bash completed with no output) [metadata] noOutputExpected: false
63Bash178k1
Tool execution only — no assistant text
Bashnode -e "require('docx'); console.log('docx ok')" 2>&1 || (npm install -g docx 2>&1 | tail -3 && node -e "require('docx');console.log('ok after install')") (+description)
Arguments
Verify docx module resolves
node -e "require('docx'); console.log('docx ok')" 2>&1 || (npm install -g docx 2>&1 | tail -3 && node -e "require('docx');console.log('ok after install')")Output
Exit code 127 /bin/bash: line 1: node: command not found /bin/bash: line 1: npm: command not found /bin/bash: line 1: node: command not found [error] tool reported failure
65Node isn't available; I'll build the memo with python-docx.199k
Node isn't available; I'll build the memo with python-docx.
66Write1
Tool execution only — no assistant text
Write/workspace/build/make_docx.py (+content)
Arguments
- file_path
/workspace/build/make_docx.py- content
import json from collections import defaultdict from docx import Document from docx.shared import Pt, Inches, RGBColor, Emu from docx.enum.text import WD_ALIGN_PARAGRAPH, WD_TAB_ALIGNMENT from docx.enum.table import WD_TABLE_ALIGNMENT from docx.enum.section import WD_SECTION from docx.oxml.ns import qn from docx.oxml import OxmlElement A = json.load(open("/workspace/build/analysis.json")) P = json.load(open("/workspace/build/plan.json")) REQ = {r["Requirement ID"]: r for r in A["requirements"]} LOT = {l["Lot ID"]:
… 43,678 more characters of arguments in the raw trajectory.
Output
File created successfully at: /workspace/build/make_docx.py (file state is current in your context — no need to Read it back) [metadata] type: create filePath: /workspace/build/make_docx.py content: | import json from collections import defaultdict from docx import Document from docx.shared import Pt, Inches, RGBColor, Emu from docx.enum.text import WD_ALIGN_PARAGRAPH, WD_TAB_ALIGNMENT from docx.enum.table import WD_TABLE_ALIGNMENT from docx.enum.section import WD_SECTION from docx.oxml.ns import qn from docx.oxml import OxmlElement A = json.load(open("/workspace/build/analysis.json")) P = json.load(open("/workspace/build/plan.json")) REQ = {r["Requirement ID"]: r for r in A["requirements"]} LOT = {l["Lot ID"]: l for l in A["lots"]} COV, QE, PLAN = A["coverage"], A["quote_eval"], P["plan"] PROG = A["programs"] NAVY = RGBColor(0x1F, 0x38, 0x64) HDRB = "2F5496"; BANDB = "DCE6F1"; GREYB = "F2F2F2" REDB = "F8CBAD"; AMBB = "FFE6… 43,504 more characters of output in the raw trajectory.
67Bash200k1
Tool execution only — no assistant text
Bashpython3 make_docx.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/material_sourcing_recommendation_memo.docx (+description)
Arguments
Build and validate memo
python3 make_docx.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/material_sourcing_recommendation_memo.docx
Output
Exit code 1 saved FAILED - Found NEW validation errors: word/settings.xml: 1 new error(s) - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}zoom': The attribute '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}percent' is required but missing. word/document.xml: 3 new error(s) - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}pBdr': This element is not expected. Expected is one of ( {http://schemas.openxmlformats.org/wordprocessingml/2006/main}ind, {http://schemas.openxmlformats.org/wordprocessingml/20... - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}tblBorders': This element is not expected. Expected is one of ( {http://schemas.openxmlformats.org/wordprocessingml/2006/main}tblCaption, {http://schemas.openxmlformats.org/wordpr... - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}tblCellMar': This element is not expected. Expected is one of ( {http://schemas… 162 more characters of output in the raw trajectory.
69Schema element-ordering issues. Let me add a reorder pass.203k
Schema element-ordering issues. Let me add a reorder pass.
70Bash1
Tool execution only — no assistant text
Bashpython3 - <<'PY' s = open('make_docx.py').read() helper = ''' PPR_ORDER = ['pStyle','keepNext','keepLines','pageBreakBefore','framePr','widowControl','numPr', 'suppressLineNumbers','pBdr','shd','tabs','suppressAutoHyphens','kinsoku','wordWrap','overflowPunct', 'topLinePunct','autoSpaceDE','autoSpaceDN','bidi','adjustRightInd','snapToGrid','spacing','ind', 'contextualSpacing','mirrorIndents','suppressOverlap','jc','textDirection','textAlignment', 'textboxTightWrap','outlineLvl','divId','cnfStyle','rPr','sectPr','pPrChange'] TBLPR_ORDER = ['tblStyle','tblpPr','tblOverla
Arguments
python3 - <<'PY' s = open('make_docx.py').read() helper = ''' PPR_ORDER = ['pStyle','keepNext','keepLines','pageBreakBefore','framePr','widowControl','numPr', 'suppressLineNumbers','pBdr','shd','tabs','suppressAutoHyphens','kinsoku','wordWrap','overflowPunct', 'topLinePunct','autoSpaceDE','autoSpaceDN','bidi','adjustRightInd','snapToGrid','spacing','ind', 'contextualSpacing','mirrorIndents','suppressOverlap','jc','textDirection','textAlignment', 'textboxTightWrap','outlineLvl','divId','cnfStyle','rPr','sectPr','pPrChange'] TBLPR_ORDER = ['tblStyle','tblpPr','tblOverla… 1,922 more characters of arguments in the raw trajectory.
Output
Exit code 1 saved FAILED - Found NEW validation errors: word/document.xml: 3 new error(s) - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}left': This element is not expected. Expected is one of ( {http://schemas.openxmlformats.org/wordprocessingml/2006/main}end, {http://schemas.openxmlformats.org/wordprocessingml/20... - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}tblW': This element is not expected. Expected is one of ( {http://schemas.openxmlformats.org/wordprocessingml/2006/main}jc, {http://schemas.openxmlformats.org/wordprocessingml/200... - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}left': This element is not expected. Expected is one of ( {http://schemas.openxmlformats.org/wordprocessingml/2006/main}right, {http://schemas.openxmlformats.org/wordprocessingml/... Paragraphs: 0 → 429 (+429) [error] tool reported failure72Bash209k1
Tool execution only — no assistant text
Bashpython3 - <<'PY' s = open('make_docx.py').read() # tblCellMar child order must be top, left, bottom, right s = s.replace('for side, val in (("top", v), ("bottom", v), ("left", 90), ("right", 90)):', 'for side, val in (("top", v), ("left", 90), ("bottom", v), ("right", 90)):') # get-or-replace instead of blind append (python-docx style may already supply these) s = s.replace('''def cellpad(t, v=60): tp = t._tbl.tblPr''', '''def _sole(tp, tag): """Return a fresh <w:tag> in tblPr, dropping any the table style already
Arguments
python3 - <<'PY' s = open('make_docx.py').read() # tblCellMar child order must be top, left, bottom, right s = s.replace('for side, val in (("top", v), ("bottom", v), ("left", 90), ("right", 90)):', 'for side, val in (("top", v), ("left", 90), ("bottom", v), ("right", 90)):') # get-or-replace instead of blind append (python-docx style may already supply these) s = s.replace('''def cellpad(t, v=60): tp = t._tbl.tblPr''', '''def _sole(tp, tag): """Return a fresh <w:tag> in tblPr, dropping any the table style already… 1,211 more characters of arguments in the raw trajectory.
Output
Exit code 1 saved FAILED - Found NEW validation errors: word/document.xml: 1 new error(s) - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}left': This element is not expected. Expected is one of ( {http://schemas.openxmlformats.org/wordprocessingml/2006/main}right, {http://schemas.openxmlformats.org/wordprocessingml/... Paragraphs: 0 → 429 (+429) [error] tool reported failure74Bash210k1
Tool execution only — no assistant text
Bashpython3 - <<'PY' s = open('make_docx.py').read() s = s.replace('for side, sz in (("top", "6"), ("bottom", "6"), ("left", "18"), ("right", "6")):', 'for side, sz in (("top", "6"), ("left", "18"), ("bottom", "6"), ("right", "6")):') open('make_docx.py','w').write(s) PY python3 make_docx.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/material_sourcing_recommendation_memo.docx (+description)
Arguments
Fix paragraph border order and revalidate
python3 - <<'PY' s = open('make_docx.py').read() s = s.replace('for side, sz in (("top", "6"), ("bottom", "6"), ("left", "18"), ("right", "6")):', 'for side, sz in (("top", "6"), ("left", "18"), ("bottom", "6"), ("right", "6")):') open('make_docx.py','w').write(s) PY python3 make_docx.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/material_sourcing_recommendation_memo.docxOutput
saved Paragraphs: 0 → 429 (+429) All validations PASSED! [stdout] saved Paragraphs: 0 → 429 (+429) All validations PASSED! [metadata] noOutputExpected: false
75Valid. Let me render it to check the layout.210k
Valid. Let me render it to check the layout.
76Bash1
Tool execution only — no assistant text
Bashpython3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf /workspace/output/material_sourcing_recommendation_memo.docx --outdir /workspace/build 2>&1 | tail -2 && pdftoppm -jpeg -r 90 material_sourcing_recommendation_memo.pdf pg && ls pg*.jpg (+description)
Arguments
Render memo to images
python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf /workspace/output/material_sourcing_recommendation_memo.docx --outdir /workspace/build 2>&1 | tail -2 && pdftoppm -jpeg -r 90 material_sourcing_recommendation_memo.pdf pg && ls pg*.jpg
Output
Warning: failed to launch javaldx - java may not function correctly convert /workspace/output/material_sourcing_recommendation_memo.docx as a Writer document -> /workspace/build/material_sourcing_recommendation_memo.pdf using filter : writer_pdf_Export pg-01.jpg pg-02.jpg pg-03.jpg pg-04.jpg pg-05.jpg pg-06.jpg pg-07.jpg pg-08.jpg pg-09.jpg pg-10.jpg pg-11.jpg pg-12.jpg pg-13.jpg pg-14.jpg pg-15.jpg [stdout] Warning: failed to launch javaldx - java may not function correctly convert /workspace/output/material_sourcing_recommendation_memo.docx as a Writer document -> /workspace/build/material_sourcing_recommendation_memo.pdf using filter : writer_pdf_Export pg-01.jpg pg-02.jpg pg-03.jpg pg-04.jpg pg-05.jpg pg-06.jpg pg-07.jpg pg-08.jpg pg-09.jpg pg-10.jpg pg-11.jpg pg-12.jpg pg-13.jpg pg-14.jpg pg-15.jpg [metadata] noOutputExpected: false
78Read211k1
Tool execution only — no assistant text
Read/workspace/build/pg-01.jpg
Arguments
/workspace/build/pg-01.jpg
Output
type: image source: type: base64 data: 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
… 398,891 more characters of output in the raw trajectory.
80Read212k1
Tool execution only — no assistant text
Read/workspace/build/pg-03.jpg
Arguments
/workspace/build/pg-03.jpg
Output
type: image source: type: base64 data: 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
… 256,354 more characters of output in the raw trajectory.
82Column widths aren't being honored — the table grid needs explicit gridCol values. Let me fix that.215k
Column widths aren't being honored — the table grid needs explicit gridCol values. Let me fix that.
83Bash1
Tool execution only — no assistant text
Bashpython3 - <<'PY' s = open('make_docx.py').read() s = s.replace('''def h(text, size=13,''', '''def setgrid(t, widths): """Explicit tblGrid + fixed layout — without these, Word and LibreOffice ignore per-cell widths and render every column equal.""" tbl = t._tbl for g in tbl.findall(qn("w:tblGrid")): tbl.remove(g) grid = OxmlElement("w:tblGrid") for w in widths: gc = OxmlElement("w:gridCol"); gc.set(qn("w:w"), str(int(w))) grid.append(gc) tbl.insert(list(tbl).index(tbl.tblPr) + 1, grid) lay = _sole(t
Arguments
python3 - <<'PY' s = open('make_docx.py').read() s = s.replace('''def h(text, size=13,''', '''def setgrid(t, widths): """Explicit tblGrid + fixed layout — without these, Word and LibreOffice ignore per-cell widths and render every column equal.""" tbl = t._tbl for g in tbl.findall(qn("w:tblGrid")): tbl.remove(g) grid = OxmlElement("w:tblGrid") for w in widths: gc = OxmlElement("w:gridCol"); gc.set(qn("w:w"), str(int(w))) grid.append(gc) tbl.insert(list(tbl).index(tbl.tblPr) + 1, grid) lay = _sole(t… 1,301 more characters of arguments in the raw trajectory.
Output
saved Paragraphs: 0 → 429 (+429) All validations PASSED! Overwriting: /workspace/build/material_sourcing_recommendation_memo.pdf 10 [stdout] saved Paragraphs: 0 → 429 (+429) All validations PASSED! Overwriting: /workspace/build/material_sourcing_recommendation_memo.pdf 10 [metadata] noOutputExpected: false
8415 pages down to 10. Let me check the layout now.215k
15 pages down to 10. Let me check the layout now.
85Read1
Tool execution only — no assistant text
Read/workspace/build/pg-03.jpg
Arguments
/workspace/build/pg-03.jpg
Output
type: image source: type: base64 data: 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
… 313,403 more characters of output in the raw trajectory.
87Read218k1
Tool execution only — no assistant text
Read/workspace/build/pg-05.jpg
Arguments
/workspace/build/pg-05.jpg
Output
type: image source: type: base64 data: 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
… 384,307 more characters of output in the raw trajectory.
89Read220k1
Tool execution only — no assistant text
Read/workspace/build/pg-07.jpg
Arguments
/workspace/build/pg-07.jpg
Output
type: image source: type: base64 data: 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
… 100,986 more characters of output in the raw trajectory.
91Read221k1
Tool execution only — no assistant text
Read/workspace/build/pg-08.jpg
Arguments
/workspace/build/pg-08.jpg
Output
type: image source: type: base64 data: 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
… 413,603 more characters of output in the raw trajectory.
93Read222k1
Tool execution only — no assistant text
Read/workspace/build/pg-10.jpg
Arguments
/workspace/build/pg-10.jpg
Output
type: image source: type: base64 data: 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
… 203,930 more characters of output in the raw trajectory.
95Bash224k1
Tool execution only — no assistant text
Bashpython3 -c " import json A=json.load(open('analysis.json')) oh=sum(l['On Hand Qty (lb)'] for l in A['lots']) al=sum(l['Allocated Qty (lb)'] for l in A['lots']) av=oh-al us=sum(l['usable'] for l in A['lots']) print(f'on hand {oh:,.2f}') print(f'allocated {al:,.2f}') print(f'available {av:,.2f}') print(f'yield loss {av-us:,.2f}') print(f'usable {us:,.2f}') print() L={l['Lot ID']:l for l in A['lots']} x=L['LOT-7F3A2B']; print('LOT-7F3A2B', x['On Hand Qty (lb)'], x['Allocated Qty (lb)'], x['Yield Factor'], x['usable']) " (+description)
Arguments
Compute exact
python3 -c " import json A=json.load(open('analysis.json')) oh=sum(l['On Hand Qty (lb)'] for l in A['lots']) al=sum(l['Allocated Qty (lb)'] for l in A['lots']) av=oh-al us=sum(l['usable'] for l in A['lots']) print(f'on hand {oh:,.2f}') print(f'allocated {al:,.2f}') print(f'available {av:,.2f}') print(f'yield loss {av-us:,.2f}') print(f'usable {us:,.2f}') print() L={l['Lot ID']:l for l in A['lots']} x=L['LOT-7F3A2B']; print('LOT-7F3A2B', x['On Hand Qty (lb)'], x['Allocated Qty (lb)'], x['Yield Factor'], x['usable']) "… 27 more characters of arguments in the raw trajectory.
Output
on hand 15,805.00 allocated 1,470.00 available 14,335.00 yield loss 2,472.90 usable 11,862.10 LOT-7F3A2B 1040 410 0.82 516.6 [stdout] on hand 15,805.00 allocated 1,470.00 available 14,335.00 yield loss 2,472.90 usable 11,862.10 LOT-7F3A2B 1040 410 0.82 516.6 [metadata] noOutputExpected: false
97The prose figure for physical stock was wrong (15,805 lb on hand, not 11,700). Let me fix that plus the layout issues.226k
The prose figure for physical stock was wrong (15,805 lb on hand, not 11,700). Let me fix that plus the layout issues.
98Bash1
Tool execution only — no assistant text
Bashpython3 - <<'PY' s = open('make_docx.py').read() # --- 1. render "\n" inside table cells as real line breaks s = s.replace(''' bold = val.startswith("**") r = p.add_run(val.replace("**", "")) r.font.size = Pt(fsize); r.font.name = FONT; r.font.bold = bold''', ''' bold = val.startswith("**") for li, line in enumerate(val.replace("**", "").split("\\n")): r = p.add_run(line) r.font.size = Pt(fsize); r.font.name = FONT; r.font.bold = bold if li == 0 a
Arguments
python3 - <<'PY' s = open('make_docx.py').read() # --- 1. render "\n" inside table cells as real line breaks s = s.replace(''' bold = val.startswith("**") r = p.add_run(val.replace("**", "")) r.font.size = Pt(fsize); r.font.name = FONT; r.font.bold = bold''', ''' bold = val.startswith("**") for li, line in enumerate(val.replace("**", "").split("\\n")): r = p.add_run(line) r.font.size = Pt(fsize); r.font.name = FONT; r.font.bold = bold if li == 0 a… 3,018 more characters of arguments in the raw trajectory.
Output
saved Paragraphs: 0 → 429 (+429) All validations PASSED! [stdout] saved Paragraphs: 0 → 429 (+429) All validations PASSED! [metadata] noOutputExpected: false
99Bash226k1
Tool execution only — no assistant text
Bashpython3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf /workspace/output/material_sourcing_recommendation_memo.docx --outdir /workspace/build 2>&1 | tail -1 && rm -f pg-*.jpg && pdftoppm -jpeg -r 95 material_sourcing_recommendation_memo.pdf pg && ls pg*.jpg | wc -l (+description)
Arguments
Re-render memo
python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf /workspace/output/material_sourcing_recommendation_memo.docx --outdir /workspace/build 2>&1 | tail -1 && rm -f pg-*.jpg && pdftoppm -jpeg -r 95 material_sourcing_recommendation_memo.pdf pg && ls pg*.jpg | wc -l
Output
Overwriting: /workspace/build/material_sourcing_recommendation_memo.pdf 9 [stdout] Overwriting: /workspace/build/material_sourcing_recommendation_memo.pdf 9 [metadata] noOutputExpected: false
100Read226k1
Tool execution only — no assistant text
Read/workspace/build/pg-03.jpg
Arguments
/workspace/build/pg-03.jpg
Output
File does not exist. Note: your current working directory is /workspace/build. [error] tool reported failure
101Bash226k1
Tool execution only — no assistant text
Bashls /workspace/build/*.jpg (+description)
Arguments
List rendered pages
ls /workspace/build/*.jpg
Output
/workspace/build/pg-1.jpg /workspace/build/pg-2.jpg /workspace/build/pg-3.jpg /workspace/build/pg-4.jpg /workspace/build/pg-5.jpg /workspace/build/pg-6.jpg /workspace/build/pg-7.jpg /workspace/build/pg-8.jpg /workspace/build/pg-9.jpg [stdout] /workspace/build/pg-1.jpg /workspace/build/pg-2.jpg /workspace/build/pg-3.jpg /workspace/build/pg-4.jpg /workspace/build/pg-5.jpg /workspace/build/pg-6.jpg /workspace/build/pg-7.jpg /workspace/build/pg-8.jpg /workspace/build/pg-9.jpg [metadata] noOutputExpected: false
102Read226k1
Tool execution only — no assistant text
Read/workspace/build/pg-3.jpg
Arguments
/workspace/build/pg-3.jpg
Output
type: image source: type: base64 data: 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
… 353,229 more characters of output in the raw trajectory.
104Bash229k1
Tool execution only — no assistant text
Bashpython3 - <<'PY' s = open('make_docx.py').read() # rows must not split across pages s = s.replace(''' for ri, row in enumerate(rows): cells = t.add_row().cells''', ''' for ri, row in enumerate(rows): tr = t.add_row() tr._tr.get_or_add_trPr().append(OxmlElement("w:cantSplit")) cells = tr.cells''') s = s.replace(''' trPr = hdr._tr.get_or_add_trPr() e = OxmlElement("w:tblHeader"); trPr.append(e)''', ''' trPr = hdr._tr.get_or_add_trPr() trPr.append(OxmlElement("w:cantSplit")) trPr.append(OxmlElement("w:tblHea
Arguments
python3 - <<'PY' s = open('make_docx.py').read() # rows must not split across pages s = s.replace(''' for ri, row in enumerate(rows): cells = t.add_row().cells''', ''' for ri, row in enumerate(rows): tr = t.add_row() tr._tr.get_or_add_trPr().append(OxmlElement("w:cantSplit")) cells = tr.cells''') s = s.replace(''' trPr = hdr._tr.get_or_add_trPr() e = OxmlElement("w:tblHeader"); trPr.append(e)''', ''' trPr = hdr._tr.get_or_add_trPr() trPr.append(OxmlElement("w:cantSplit")) trPr.append(OxmlElement("w:tblHea… 1,114 more characters of arguments in the raw trajectory.
Output
saved Paragraphs: 0 → 429 (+429) All validations PASSED! Overwriting: /workspace/build/material_sourcing_recommendation_memo.pdf 9 [stdout] saved Paragraphs: 0 → 429 (+429) All validations PASSED! Overwriting: /workspace/build/material_sourcing_recommendation_memo.pdf 9 [metadata] noOutputExpected: false
105Read229k1
Tool execution only — no assistant text
Read/workspace/build/pg-2.jpg
Arguments
/workspace/build/pg-2.jpg
Output
type: image source: type: base64 data: 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
… 492,845 more characters of output in the raw trajectory.
107Read231k1
Tool execution only — no assistant text
Read/workspace/build/pg-3.jpg
Arguments
/workspace/build/pg-3.jpg
Output
type: image source: type: base64 data: 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
… 340,165 more characters of output in the raw trajectory.
109Bash233k1
Tool execution only — no assistant text
Bashpython3 - <<'PY' s = open('make_docx.py').read() s = s.replace(''' [1500, 1000, 620, 850, 1000, 900, 1050, 2440], rows, aligns=["l", "c", "c", "r", "r", "r", "r", "l"],''', ''' [1500, 1000, 620, 850, 1000, 950, 1120, 2320], rows, fsize=7.5, aligns=["l", "c", "c", "r", "r", "r", "r", "l"],''') open('make_docx.py','w').write(s) PY python3 make_docx.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/material_sourcing_recommendation_memo.docx && python3 /logs/agent/sessi
Arguments
python3 - <<'PY' s = open('make_docx.py').read() s = s.replace(''' [1500, 1000, 620, 850, 1000, 900, 1050, 2440], rows, aligns=["l", "c", "c", "r", "r", "r", "r", "l"],''', ''' [1500, 1000, 620, 850, 1000, 950, 1120, 2320], rows, fsize=7.5, aligns=["l", "c", "c", "r", "r", "r", "r", "l"],''') open('make_docx.py','w').write(s) PY python3 make_docx.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/material_sourcing_recommendation_memo.docx && python3 /logs/agent/sessi… 318 more characters of arguments in the raw trajectory.
Output
saved Paragraphs: 0 → 429 (+429) All validations PASSED! Overwriting: /workspace/build/material_sourcing_recommendation_memo.pdf [stdout] saved Paragraphs: 0 → 429 (+429) All validations PASSED! Overwriting: /workspace/build/material_sourcing_recommendation_memo.pdf [metadata] noOutputExpected: false
110Read233k1
Tool execution only — no assistant text
Read/workspace/build/pg-3.jpg
Arguments
/workspace/build/pg-3.jpg
Output
type: image source: type: base64 data: 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
… 323,285 more characters of output in the raw trajectory.
112Bash234k1
Tool execution only — no assistant text
Bashpdftoppm -jpeg -r 95 -f 4 -l 9 material_sourcing_recommendation_memo.pdf q && ls q-*.jpg (+description)
Arguments
Render remaining pages
pdftoppm -jpeg -r 95 -f 4 -l 9 material_sourcing_recommendation_memo.pdf q && ls q-*.jpg
Output
q-4.jpg q-5.jpg q-6.jpg q-7.jpg q-8.jpg q-9.jpg [stdout] q-4.jpg q-5.jpg q-6.jpg q-7.jpg q-8.jpg q-9.jpg [metadata] noOutputExpected: false
113Read234k1
Tool execution only — no assistant text
Read/workspace/build/q-4.jpg
Arguments
/workspace/build/q-4.jpg
Output
type: image source: type: base64 data: 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
… 426,301 more characters of output in the raw trajectory.
115Bash237k1
Tool execution only — no assistant text
Bashpython3 - <<'PY' s = open('make_docx.py').read() s = s.replace(' [260, 1050, 1700, 1650, 780, 950, 1520, 1450], rows, fsize=7.5,', ' [340, 1050, 1620, 1510, 850, 1020, 1520, 1450], rows, fsize=7.5,') s = s.replace('''rows.append(["", "**TOTAL", "**11 purchase orders", "", f"**{3371.50 - 250:,.2f}", f"**${T['cost']:,.2f}", "", ""])''', '''rows.append(["", "**TOTAL", f"**{len(rec)} purchase orders", "", f"**{sum(p['po_qty'] for p in rec):,.2f}", f"**${T['cost']:,.2f}", "", ""])''')
Arguments
python3 - <<'PY' s = open('make_docx.py').read() s = s.replace(' [260, 1050, 1700, 1650, 780, 950, 1520, 1450], rows, fsize=7.5,', ' [340, 1050, 1620, 1510, 850, 1020, 1520, 1450], rows, fsize=7.5,') s = s.replace('''rows.append(["", "**TOTAL", "**11 purchase orders", "", f"**{3371.50 - 250:,.2f}", f"**${T['cost']:,.2f}", "", ""])''', '''rows.append(["", "**TOTAL", f"**{len(rec)} purchase orders", "", f"**{sum(p['po_qty'] for p in rec):,.2f}", f"**${T['cost']:,.2f}", "", ""])''')… 542 more characters of arguments in the raw trajectory.
Output
saved Paragraphs: 0 → 429 (+429) All validations PASSED! Overwriting: /workspace/build/material_sourcing_recommendation_memo.pdf [stdout] saved Paragraphs: 0 → 429 (+429) All validations PASSED! Overwriting: /workspace/build/material_sourcing_recommendation_memo.pdf [metadata] noOutputExpected: false
116Read237k1
Tool execution only — no assistant text
Read/workspace/build/q-4.jpg
Arguments
/workspace/build/q-4.jpg
Output
type: image source: type: base64 data: 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
… 431,661 more characters of output in the raw trajectory.
118Bash239k1
Tool execution only — no assistant text
Bashpython3 - <<'PY' s = open('make_docx.py').read() s = s.replace(' [340, 1050, 1620, 1510, 850, 1020, 1520, 1450], rows, fsize=7.5,', ' [460, 980, 1520, 1400, 930, 1120, 1500, 1450], rows, fsize=7.5,') open('make_docx.py','w').write(s) PY python3 make_docx.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/material_sourcing_recommendation_memo.docx >/dev/null && python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf /workspace/output/material_sourcing_recommendation_memo.doc
Arguments
python3 - <<'PY' s = open('make_docx.py').read() s = s.replace(' [340, 1050, 1620, 1510, 850, 1020, 1520, 1450], rows, fsize=7.5,', ' [460, 980, 1520, 1400, 930, 1120, 1500, 1450], rows, fsize=7.5,') open('make_docx.py','w').write(s) PY python3 make_docx.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/material_sourcing_recommendation_memo.docx >/dev/null && python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf /workspace/output/material_sourcing_recommendation_memo.doc… 262 more characters of arguments in the raw trajectory.
Output
saved Overwriting: /workspace/build/material_sourcing_recommendation_memo.pdf [stdout] saved Overwriting: /workspace/build/material_sourcing_recommendation_memo.pdf [metadata] noOutputExpected: false
119Read239k1
Tool execution only — no assistant text
Read/workspace/build/q-4.jpg
Arguments
/workspace/build/q-4.jpg
Output
type: image source: type: base64 data: 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
… 406,861 more characters of output in the raw trajectory.
120All wrapping resolved. Let me check the escalation table.240k
All wrapping resolved. Let me check the escalation table.
121Read1
Tool execution only — no assistant text
Read/workspace/build/e-7.jpg
Arguments
/workspace/build/e-7.jpg
Output
type: image source: type: base64 data: 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
… 388,941 more characters of output in the raw trajectory.
123Bash242k1
Tool execution only — no assistant text
Bashpython3 - <<'PY' s = open('make_docx.py').read() s = s.replace(' [260, 900, 1900, 5100, 1200], rows, fsize=7.5,', ' [260, 1020, 1880, 5000, 1200], rows, fsize=7.5,') open('make_docx.py','w').write(s) PY python3 make_docx.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/material_sourcing_recommendation_memo.docx && python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf /workspace/output/material_sourcing_recommendation_memo.docx --outdir /workspace/build 2>&1|tail -1 && r
Arguments
python3 - <<'PY' s = open('make_docx.py').read() s = s.replace(' [260, 900, 1900, 5100, 1200], rows, fsize=7.5,', ' [260, 1020, 1880, 5000, 1200], rows, fsize=7.5,') open('make_docx.py','w').write(s) PY python3 make_docx.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/material_sourcing_recommendation_memo.docx && python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf /workspace/output/material_sourcing_recommendation_memo.docx --outdir /workspace/build 2>&1|tail -1 && r… 175 more characters of arguments in the raw trajectory.
Output
saved Paragraphs: 0 → 429 (+429) All validations PASSED! Overwriting: /workspace/build/material_sourcing_recommendation_memo.pdf f-8.jpg f-9.jpg [stdout] saved Paragraphs: 0 → 429 (+429) All validations PASSED! Overwriting: /workspace/build/material_sourcing_recommendation_memo.pdf f-8.jpg f-9.jpg [metadata] noOutputExpected: false
124Read242k1
Tool execution only — no assistant text
Read/workspace/build/f-9.jpg
Arguments
/workspace/build/f-9.jpg
Output
type: image source: type: base64 data: 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
… 329,037 more characters of output in the raw trajectory.
126Let me run a final consistency audit of every figure claimed in the memo.246k
Let me run a final consistency audit of every figure claimed in the memo.
127Bash1
Tool execution only — no assistant text
Bashpython3 -c " import json A=json.load(open('analysis.json')); P=json.load(open('plan.json')) QE=A['quote_eval']; COV=A['coverage'] open_reqs={r for r,c in COV.items() if c['shortfall']>1e-9} screened={q['quote'] for q in QE if q['req'] in open_reqs} rej={q['quote'] for q in QE if q['req'] in open_reqs and not q['feasible']} feas={q['quote'] for q in QE if q['req'] in open_reqs and q['feasible']} allq={q['Quote ID'] for q in A['quotes']} print('quotes total ', len(allq)) print('screened vs open reqs ', len(screened)) print(' distinct rejected ', len(rej), sort
Arguments
python3 -c " import json A=json.load(open('analysis.json')); P=json.load(open('plan.json')) QE=A['quote_eval']; COV=A['coverage'] open_reqs={r for r,c in COV.items() if c['shortfall']>1e-9} screened={q['quote'] for q in QE if q['req'] in open_reqs} rej={q['quote'] for q in QE if q['req'] in open_reqs and not q['feasible']} feas={q['quote'] for q in QE if q['req'] in open_reqs and q['feasible']} allq={q['Quote ID'] for q in A['quotes']} print('quotes total ', len(allq)) print('screened vs open reqs ', len(screened)) print(' distinct rejected ', len(rej), sort… 747 more characters of arguments in the raw trajectory.
Output
quotes total 32 screened vs open reqs 27 distinct rejected 9 ['QTE-3F7D92', 'QTE-4E9A72', 'QTE-6F1A93', 'QTE-7D2B40', 'QTE-8A1D63', 'QTE-9A2E57', 'QTE-9C4E27', 'QTE-B6D2A9', 'QTE-F1C8A6'] distinct feasible 20 rejected only (never feasible anywhere): 7 ['QTE-3F7D92', 'QTE-4E9A72', 'QTE-6F1A93', 'QTE-7D2B40', 'QTE-8A1D63', 'QTE-9C4E27', 'QTE-B6D2A9'] no open requirement 5 ['QTE-2A7E61', 'QTE-5B9E41', 'QTE-5F1B83', 'QTE-7C3A95', 'QTE-8C3D49'] pure country-of-origin premium $3,232.82 Volga (source status + origin) $2,484.92 C of C $100.00 total $5,817.74 [stdout] quotes total 32 screened vs open reqs 27 distinct rejected 9 ['QTE-3F7D92', 'QTE-4E9A72', 'QTE-6F1A93', 'QTE-7D2B40', 'QTE-8A1D63', 'QTE-9A2E57', 'QTE-9C4E27', 'QTE-B6D2A9', 'QTE-F1C8A6'] distinct feasible 20 rejected only (never feasible anywhere): 7 ['QTE-3F7D92', 'QTE-4E9A72', 'QTE-6F1A93', 'QTE-7D2B40', 'QTE-8A1D63', 'QTE-9C
… 322 more characters of output in the raw trajectory.
129Three count/attribution figures in the memo prose need correcting.248k
Three count/attribution figures in the memo prose need correcting.
130Bash1
Tool execution only — no assistant text
Bashpython3 - <<'PY' s = open('make_docx.py').read() s = s.replace('para("Twelve quote lines were rejected and a further eight answer requirements already covered "\n' ' "from stock. The rejections matter because in almost every case the rejected line was cheaper, "\n' ' "faster, or both.")', 'para("Nine quote lines were rejected against at least one requirement — seven of them cannot be "\n' ' "used anywhere in the wave — and five more answer requirements that are already covered from "\n'
Arguments
python3 - <<'PY' s = open('make_docx.py').read() s = s.replace('para("Twelve quote lines were rejected and a further eight answer requirements already covered "\n' ' "from stock. The rejections matter because in almost every case the rejected line was cheaper, "\n' ' "faster, or both.")', 'para("Nine quote lines were rejected against at least one requirement — seven of them cannot be "\n' ' "used anywhere in the wave — and five more answer requirements that are already covered from "\n'… 2,270 more characters of arguments in the raw trajectory.
Output
1 saved Paragraphs: 0 → 429 (+429) All validations PASSED! [stdout] 1 saved Paragraphs: 0 → 429 (+429) All validations PASSED! [metadata] noOutputExpected: false
132Bash249k1
Tool execution only — no assistant text
Bashgrep -n "4,232.82\|Twelve quote lines\|Eight further quote" make_docx.py (+description)
Arguments
Find remaining unreplaced claim
grep -n "4,232.82\|Twelve quote lines\|Eight further quote" make_docx.py
Output
520:para("Twelve quote lines were rejected and a further eight answer requirements already covered from " [stdout] 520:para("Twelve quote lines were rejected and a further eight answer requirements already covered from " [metadata] noOutputExpected: false133Read249k1
Tool execution only — no assistant text
Read/workspace/build/make_docx.py (+offset, limit)
Arguments
- file_path
/workspace/build/make_docx.py- offset
518- limit
6
Output
518 # ================================================================== 7 519 h("7. Quotes not to act on") 520 para("Twelve quote lines were rejected and a further eight answer requirements already covered from " 521 "stock. The rejections matter because in almost every case the rejected line was cheaper, faster, " 522 "or both.") 523 REJ = [ [metadata] type: text file: filePath: /workspace/build/make_docx.py content: | # ================================================================== 7 h("7. Quotes not to act on") para("Twelve quote lines were rejected and a further eight answer requirements already covered from " "stock. The rejections matter because in almost every case the rejected line was cheaper, faster, " "or both.") REJ = [ numLines: 6 startLine: 518 totalLines: 752134Edit249k1
Tool execution only — no assistant text
Edit/workspace/build/make_docx.py (+replace_all, old_string, new_string)
Arguments
- replace_all
false- file_path
/workspace/build/make_docx.py- old_string
para("Twelve quote lines were rejected and a further eight answer requirements already covered from " "stock. The rejections matter because in almost every case the rejected line was cheaper, faster, " "or both.")- new_string
para("Nine quote lines were rejected against at least one requirement — seven of them cannot be used " "anywhere in the wave — and five more answer requirements that are already covered from stock. " "The rejections matter because in almost every case the r
… 58 more characters of arguments in the raw trajectory.
Output
The file /workspace/build/make_docx.py has been updated successfully. (file state is current in your context — no need to Read it back) [metadata] filePath: /workspace/build/make_docx.py oldString: | para("Twelve quote lines were rejected and a further eight answer requirements already covered from " "stock. The rejections matter because in almost every case the rejected line was cheaper, faster, " "or both.") newString: | para("Nine quote lines were rejected against at least one requirement — seven of them cannot be used " "anywhere in the wave — and five more answer requirements that are already covered from stock. " "The rejections matter because in almost every case the rejected line was cheaper, faster, " "or both.") originalFile: null structuredPatch: - oldStart: 517 oldLines: 8 newStart: 517 newLines: 9 lines: - - # ================================================================== 7 - h("7. Quot… 756 more characters of output in the raw trajectory.
135Bash250k1
Tool execution only — no assistant text
Bashpython3 make_docx.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/material_sourcing_recommendation_memo.docx && python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf /workspace/output/material_sourcing_recommendation_memo.docx --outdir /workspace/build 2>&1|tail -1 && pandoc /workspace/output/material_sourcing_recommendation_memo.docx -t plain 2>/dev/null | grep -oE '\$[0-9][0-9,]*\.?[0-9]*|[0-9][0-9,]*\.[0-9]+ lb|[0-9]+\.[0-9]%' | sort -u | head -60 (+description)
Arguments
Rebuild and extract all nume
python3 make_docx.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/material_sourcing_recommendation_memo.docx && python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf /workspace/output/material_sourcing_recommendation_memo.docx --outdir /workspace/build 2>&1|tail -1 && pandoc /workspace/output/material_sourcing_recommendation_memo.docx -t plain 2>/dev/null | grep -oE '\$[0-9][0-9,]*\.?[0-9]*|[0-9][0-9,]*\.[0-9]+ lb|[0-9]+\.[0-9]%' | sort -u | head -60
… 12 more characters of arguments in the raw trajectory.
Output
saved Paragraphs: 0 → 429 (+429) All validations PASSED! Overwriting: /workspace/build/material_sourcing_recommendation_memo.pdf [stdout] saved Paragraphs: 0 → 429 (+429) All validations PASSED! Overwriting: /workspace/build/material_sourcing_recommendation_memo.pdf [metadata] noOutputExpected: false
136Bash250k1
Tool execution only — no assistant text
Bashpandoc /workspace/output/material_sourcing_recommendation_memo.docx -t plain -o memo.txt 2>/dev/null; grep -oE '\$[0-9][0-9,]*\.[0-9]{2}' memo.txt | sort | uniq -c | sort -rn (+description)
Arguments
Extract dollar figures from memo
pandoc /workspace/output/material_sourcing_recommendation_memo.docx -t plain -o memo.txt 2>/dev/null; grep -oE '\$[0-9][0-9,]*\.[0-9]{2}' memo.txt | sort | uniq -c | sort -rnOutput
ugrep: warning: memo.txt: No such file or directory [stdout] ugrep: warning: memo.txt: No such file or directory [metadata] noOutputExpected: false
137Bash250k1
Tool execution only — no assistant text
Bashpandoc /workspace/output/material_sourcing_recommendation_memo.docx -t plain 2>&1 | head -3; echo "---rc=$?" (+description)
Arguments
Test pandoc extraction
pandoc /workspace/output/material_sourcing_recommendation_memo.docx -t plain 2>&1 | head -3; echo "---rc=$?"
Output
/bin/bash: line 1: pandoc: command not found ---rc=0 [stdout] /bin/bash: line 1: pandoc: command not found ---rc=0 [metadata] noOutputExpected: false
138Bash251k1
Tool execution only — no assistant text
Bashpython3 -c " from docx import Document from docx.table import Table from docx.text.paragraph import Paragraph d=Document('/workspace/output/material_sourcing_recommendation_memo.docx') out=[] for ch in d.element.body.iterchildren(): if ch.tag.endswith('}p'): out.append(Paragraph(ch,d).text) elif ch.tag.endswith('}tbl'): for r in Table(ch,d).rows: out.append(' | '.join(c.text for c in r.cells)) open('/workspace/build/memo.txt','w').write('\n'.join(out)) " && python3 -c " import re,json t=open('/workspace/build/memo.txt').read() A=json.load(open('/wo
Arguments
python3 -c " from docx import Document from docx.table import Table from docx.text.paragraph import Paragraph d=Document('/workspace/output/material_sourcing_recommendation_memo.docx') out=[] for ch in d.element.body.iterchildren(): if ch.tag.endswith('}p'): out.append(Paragraph(ch,d).text) elif ch.tag.endswith('}tbl'): for r in Table(ch,d).rows: out.append(' | '.join(c.text for c in r.cells)) open('/workspace/build/memo.txt','w').write('\n'.join(out)) " && python3 -c " import re,json t=open('/workspace/build/memo.txt').read() A=json.load(open('/wo… 901 more characters of arguments in the raw trajectory.
Output
UNVERIFIED $ figures: ['$0.15', '$1.55', '$10.20', '$4.95', '$5.20', '$5.35', '$5.45', '$5.90', '$6.85', '$7.40', '$8.10', '$9.55', '$9.95'] lb figures in memo: 48 1,040 1,110 1,180.80 1,181 1,510 1,629.30 1.75 106.20 11,700 147 160 162 176 180.5 198 2,300 205 212.50 214.60 250 252.00 269.25 271 287 3,102.75 300 325.40 410 437.40 45 5 5,078.30 5,857.25 500.20 516.60 588.00 592.80 653.60 664.00 680.80 69.50 736 736.00 8,960.00 842 90 979 979.40 [stdout] UNVERIFIED $ figures: ['$0.15', '$1.55', '$10.20', '$4.95', '$5.20', '$5.35', '$5.45', '$5.90', '$6.85', '$7.40', '$8.10', '$9.55', '$9.95'] lb figures in memo: 48 1,040 1,110 1,180.80 1,181 1,510 1,629.30 1.75 106.20 11,700 147 160 162 176 180.5 198 2,300 205 212.50 214.60 250 252.00 269.25 271 287 3,102.75 300 3
… 234 more characters of output in the raw trajectory.
140The yield-arithmetic replacement didn't apply. Let me locate and fix it.252k
The yield-arithmetic replacement didn't apply. Let me locate and fix it.
141Bash1
Tool execution only — no assistant text
Bashgrep -n "11,700\|1,510 lb\|2,300 lb" make_docx.py (+description)
Arguments
Find stale yield figures
grep -n "11,700\|1,510 lb\|2,300 lb" make_docx.py
Output
510: ("Physical pounds systematically overstate what can be cut. Across the 24 lots, 11,700 lb of " 511: "physical stock nets down to 11,862.10 yield-adjusted pounds only after 1,510 lb of existing " 512: "allocations and roughly 2,300 lb of yield loss are removed. LOT-7F3A2B is the clearest " [stdout] 510: ("Physical pounds systematically overstate what can be cut. Across the 24 lots, 11,700 lb of " 511: "physical stock nets down to 11,862.10 yield-adjusted pounds only after 1,510 lb of existing " 512: "allocations and roughly 2,300 lb of yield loss are removed. LOT-7F3A2B is the clearest " [metadata] noOutputExpected: false142Edit252k1
Tool execution only — no assistant text
Edit/workspace/build/make_docx.py (+replace_all, old_string, new_string)
Arguments
- replace_all
false- file_path
/workspace/build/make_docx.py- old_string
("Physical pounds systematically overstate what can be cut. Across the 24 lots, 11,700 lb of " "physical stock nets down to 11,862.10 yield-adjusted pounds only after 1,510 lb of existing " "allocations and roughly 2,300 lb of yield loss are removed. LOT-7F3A2B is the clearest "- new_string
("Physical pounds systematically overstate what can be cut. Across the 24 lots, 15,805.00 lb of " "physical stock nets down to 11,862.10 yield-adjusted pounds once 1,470.00 lb of ex
… 187 more characters of arguments in the raw trajectory.
Output
The file /workspace/build/make_docx.py has been updated successfully. (file state is current in your context — no need to Read it back) [metadata] filePath: /workspace/build/make_docx.py oldString: | ("Physical pounds systematically overstate what can be cut. Across the 24 lots, 11,700 lb of " "physical stock nets down to 11,862.10 yield-adjusted pounds only after 1,510 lb of existing " "allocations and roughly 2,300 lb of yield loss are removed. LOT-7F3A2B is the clearest " newString: | ("Physical pounds systematically overstate what can be cut. Across the 24 lots, 15,805.00 lb of " "physical stock nets down to 11,862.10 yield-adjusted pounds once 1,470.00 lb of existing " "allocations and 2,472.90 lb of yield loss are removed — a quarter of the warehouse balance is " "not material anyone can cut. LOT-7F3A2B is the clearest " originalFile: null structuredPatch: - oldStart: 507 oldLines: 9… 1,325 more characters of output in the raw trajectory.
143Bash253k1
Tool execution only — no assistant text
Bashpython3 make_docx.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/material_sourcing_recommendation_memo.docx >/dev/null && echo "VALID" && python3 -c " from docx import Document from docx.table import Table from docx.text.paragraph import Paragraph import re, json d=Document('/workspace/output/material_sourcing_recommendation_memo.docx') out=[] for ch in d.element.body.iterchildren(): if ch.tag.endswith('}p'): out.append(Paragraph(ch,d).text) elif ch.tag.endswith('}tbl'): for r in Table(ch,d).rows: out.append(
Arguments
python3 make_docx.py && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py /workspace/output/material_sourcing_recommendation_memo.docx >/dev/null && echo "VALID" && python3 -c " from docx import Document from docx.table import Table from docx.text.paragraph import Paragraph import re, json d=Document('/workspace/output/material_sourcing_recommendation_memo.docx') out=[] for ch in d.element.body.iterchildren(): if ch.tag.endswith('}p'): out.append(Paragraph(ch,d).text) elif ch.tag.endswith('}tbl'): for r in Table(ch,d).rows: out.append(… 892 more characters of arguments in the raw trajectory.
Output
saved VALID UNVERIFIED lb figures: ['1.75'] stale figures present: none [stdout] saved VALID UNVERIFIED lb figures: ['1.75'] stale figures present: none [metadata] noOutputExpected: false
145All figures verified. Final render and cleanup:254k
All figures verified. Final render and cleanup:
146Bash1
Tool execution only — no assistant text
Bashpython3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf /workspace/output/material_sourcing_recommendation_memo.docx --outdir /workspace/build 2>&1|tail -1 && rm -f /workspace/build/*.jpg && pdftoppm -jpeg -r 95 -f 5 -l 6 /workspace/build/material_sourcing_recommendation_memo.pdf /workspace/build/v && ls /workspace/build/v-*.jpg (+description)
Arguments
Render pages 5-6 for final check
python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf /workspace/output/material_sourcing_recommendation_memo.docx --outdir /workspace/build 2>&1|tail -1 && rm -f /workspace/build/*.jpg && pdftoppm -jpeg -r 95 -f 5 -l 6 /workspace/build/material_sourcing_recommendation_memo.pdf /workspace/build/v && ls /workspace/build/v-*.jpg
Output
Overwriting: /workspace/build/material_sourcing_recommendation_memo.pdf /workspace/build/v-5.jpg /workspace/build/v-6.jpg [stdout] Overwriting: /workspace/build/material_sourcing_recommendation_memo.pdf /workspace/build/v-5.jpg /workspace/build/v-6.jpg [metadata] noOutputExpected: false
147Read254k1
Tool execution only — no assistant text
Read/workspace/build/v-5.jpg
Arguments
/workspace/build/v-5.jpg
Output
type: image source: type: base64 data: 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
… 453,909 more characters of output in the raw trajectory.
149Bash255k1
Tool execution only — no assistant text
Bashrm -f /workspace/build/*.jpg /workspace/build/memo.txt && ls -la /workspace/output/ && echo "--- workbook final check ---" && python3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py /workspace/output/material_sourcing_analysis_workbook.xlsx 120 && python3 -c " import openpyxl wb=openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx') print() for w in wb.worksheets: print(f' {w.title:<32} {w.max_row-4:>4} data rows x {w.max_column} cols') " (+description)
Arguments
Clean build artifacts and final-check both deliverables
rm -f /workspace/build/*.jpg /workspace/build/memo.txt && ls -la /workspace/output/ && echo "--- workbook final check ---" && python3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py /workspace/output/material_sourcing_analysis_workbook.xlsx 120 && python3 -c " import openpyxl wb=openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx') print() for w in wb.worksheets: print(f' {w.title:<32} {w.max_row-4:>4} data rows x {w.max_column} cols') "Output
total 140 drwxr-xr-x 1 root root 4096 Aug 21 00:49 . drwxr-xr-x 1 root root 4096 Aug 21 00:34 .. -rw-r--r-- 1 root root 70463 Aug 21 00:45 material_sourcing_analysis_workbook.xlsx -rw-r--r-- 1 root root 54351 Aug 21 00:57 material_sourcing_recommendation_memo.docx --- workbook final check --- { "status": "success", "total_errors": 0, "error_summary": {}, "total_formulas": 364 } 1. Executive Summary 28 data rows x 5 cols 2. Basis & Rules 16 data rows x 3 cols 3. Requirement Coverage 27 data rows x 16 cols 4. Inventory Lot Usability 27 data rows x 21 cols 5. Lot-Requirement Matrix 109 data rows x 12 cols 6. Allocation Decisions 39 data rows x 12 cols 7. Quote Feasibility 43 data rows x 20 cols 8. Recommended Actions 24 data rows x 22 cols 9. Alternatives Considered 50 data rows x 17 cols 10. Yield & Qty Analysis 37 data rows x 12 cols 11. At-R… 1,146 more characters of output in the raw trajectory.
150Both deliverables are complete and verified. What the analysis found Coverage: Compliant inventory covers 5,857.25 lb of…257k
Both deliverables are complete and verified.
What the analysis found
Coverage: Compliant inventory covers 5,857.25 lb of the wave's 8,960.00 lb (65.4%). 11 of 26 requirements are fully covered from stock, 7 partially, 8 not at all. The 3,102.75 lb gap closes with 11 POs totalling $30,063.42.
The core finding is that physical availability and usability diverge sharply. 5,078.30 lb — 42.8% of yield-adjusted stock — cannot be used: two lots on quality hold, two carrying only a certificate of conformance, one from a Not Approved source (Volga/Russia) and one from a Suspended source sitting in free stock with no hold, one from a Conditional source, and two Chinese-melt lots whose only demand sits on DFARS programs.
Traps in the packet that the plan rejects:
- The cheapest quote for every constrained callout is non-compliant (Volga/Russia, Hangzhou and Yellow River/China, a Tri-State C of C line that is also the fastest at 12 days). Compliance costs $5,817.74, 19.4% of spend.
- QTE-3F7D92 (Great Lakes, 6061 bar) is a US, 3.1-cert, approved supplier — but Great Lakes is not on the AMSL for the AMS 4117 family. Approval is per spec family, not per supplier.
- REQ-L8Q4's only compliant quote docks 2 days before need-by — technically "precedes," but not the margin ENG-MSP §6 requires. Flagged, not quietly accepted.
- Lowest unit price ≠ lowest cost: on REQ-H7D5, Brunderman at $5.20/lb costs $1,560 against a 300 lb MOQ; Great Lakes at $5.35/lb costs $1,337.50 against 250 lb.
One documented conflict I applied conservatively and escalated: PC-2026-0618 §3 says "steel and specialty alloys" must be qualifying-origin, then says "material of non-qualifying origin is not acceptable for these programs." DFARS itself doesn't reach aluminium. I applied the broader sentence, stranding 736 lb of on-hand 7075-T7351 plate, and escalated to Contracts for a written ruling rather than deciding it — the upside is $5,577.96 and the downside is consum
… 739 more characters in the raw trajectory.
2 failure modes across 2 verifier failures
1Decision Audit Trail Fragmented or IncompleteView on Failure Modes ↗Deliverable Completion and Structure1 failure
Description
Must a reviewer join separate sheets or infer unstated links to connect an item or requirement with its inputs, alternatives, decision, rationale, quantities, and resulting economics?
Failure evidence · per affected verifier
Selected lots, rejected alternatives, selected and rejected quotes, and purchase cost for an at-risk requirement each live on a different sheet instead of one joined view.
2Escalation or Tradeoff Communication IncompleteView on Failure Modes ↗Presentation and Communication1 failure
Description
Does the final communication omit or conflate a required escalation, rejected attractive alternative, disqualifying reason, residual risk, or distinction between a feasible plan and separate process actions?
Failure evidence · per affected verifier
The memo never cleanly pairs the required no-hard-sourcing-dead-end assertion with a separately listed set of quality or process escalations, either because a genuine shortfall remains unstated as such or because the two kinds of issue are conflated.