EKWbench

task_111Manufacturing

16 verifiers · 15 core · 1 secondary · 16 LLM-graded

TaxonomyManufacturingBuyers and purchasing agents

All trialsClaude Opus 5claude-codeTrial 04

87%

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 matters

    Coverage 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 pass

    Checks 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 matters

    Country-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 pass

    Checks 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 matters

    EN 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 pass

    Checks that Certificate-of-Conformance-only lots/quotes and partial-traceability lots are excluded from certified-production coverage.

    Reads

  • source_hold_statusLLMPass
    Why it matters

    Approved-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 pass

    Checks 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 matters

    The 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 pass

    Checks 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 matters

    Program-priority allocation is an explicit contention rule, and getting it wrong misassigns scarce compliant stock between competing programs.

    How to pass

    Checks 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 matters

    Lead-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 pass

    Checks 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 matters

    Requirement-level coverage classification is the core analytical output the task asks for and must be complete across all demand lines.

    How to pass

    Checks 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 matters

    Requirement-level traceability is an explicit auditability obligation and is exactly where a weaker solution omits the why-rejected evidence chain.

    How to pass

    Checks 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 failed

    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.

    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 matters

    Conflating need with MOQ-inflated buy quantity was a defect in the earlier attempt and obscures both true demand and committed spend.

    How to pass

    Checks that requirement residual quantity is reported separately from the minimum-order-quantity-adjusted purchase quantity, with the excess identified.

    Reads

  • cost_reconciliationLLMPass
    Why it matters

    A 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 pass

    Checks 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 matters

    Clarifying 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 pass

    Checks 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 failed

    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.

    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 matters

    The 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 pass

    Checks 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 matters

    The 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 pass

    Checks 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 matters

    The 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 pass

    Checks 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 matters

    If 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 pass

    Checks 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

material_sourcing_analysis_workbook.xlsx69 KB

1. Executive Summary26 rows

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)89604
Covered from compliant on-hand inventory (lb)5857.256
Shortfall requiring purchase (lb)3102.758
Inventory coverage0.653710937510
COMMITMENT
Recommended purchase commitment30063.4213
Deferred / contingent222515
Cost of compliance5817.7417
MOQ overbuy carried270.519
MATERIAL THAT IS ON HAND BUT NOT USABLE
Blocked — cert, traceability, hold or source (lb)4127.722
Origin-stranded (lb)950.624
Total unusable this cycle (lb)5078.326
Recoverable through documented process (lb)1629.328
Purchase avoidable if those actions close9742.130
DECISIONS REQUIRED THIS CYCLE
32By when34
Release 11 POs by their Action-By dates2026-07-07 first37
MRB: disposition LOT-B3E7C02026-07-2040
Contracts: rule on DFARS scope for aluminium2026-07-1543
PMO: accept or re-plan REQ-L8Q4's two-day margin2026-07-2946
Quality: quarantine LOT-1D6B43 and LOT-1F9D63Immediate49
Planning: firm or cancel six Tentative lines2026-07-2051
Bottom lineCompliant 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.

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.

  1. 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.

  2. 2I'll start by examining the source materials in the workspace.21k

    I'll start by examining the source materials in the workspace.

  3. 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)1k chars

    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.

  4. 5Six source files. Let me read them all.21k

    Six source files. Let me read them all.

  5. 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)2k chars

    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.

  6. 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)12k chars

    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.

  7. 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)28k chars

    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.

  8. 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)13k chars

    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.

  9. 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)35k chars

    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.

  10. 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)29k chars

    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.

  11. 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
  12. 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)8k chars

    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.

  13. 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.

  14. 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
  15. 21Write89k1

    Tool execution only — no assistant text

    Write/workspace/build/analysis.py (+content)17k chars

    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.

  16. 22Bash89k1

    Tool execution only — no assistant text

    Bashcd /workspace/build && python3 analysis.py 2>&1 | head -200 (+description)40k chars

    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.

  17. 24Bash100k1

    Tool execution only — no assistant text

    Bashpython3 analysis.py 2>&1 | tail -30 (+description)6k chars

    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.

  18. 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:

  19. 27Write1

    Tool execution only — no assistant text

    Write/workspace/build/plan.py (+content)8k chars

    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.

  20. 28Bash113k1

    Tool execution only — no assistant text

    Bashpython3 plan.py (+description)9k chars

    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.

  21. 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.

  22. 31Edit1

    Tool execution only — no assistant text

    Edit/workspace/build/plan.py (+replace_all, old_string)17k chars

    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.

  23. 32Edit118k1

    Tool execution only — no assistant text

    Edit/workspace/build/plan.py (+replace_all, old_string, new_string)12k chars

    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.

  24. 33Edit120k1

    Tool execution only — no assistant text

    Edit/workspace/build/plan.py (+replace_all, old_string)15k chars

    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.

  25. 34Bash120k1

    Tool execution only — no assistant text

    Bashpython3 plan.py 2>&1 | tail -45 (+description)12k chars

    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.

  26. 36Analysis is complete and validated. Now let me build the deliverables.123k

    Analysis is complete and validated. Now let me build the deliverables.

  27. 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.

  28. 38Skill1

    Tool execution only — no assistant text

    Skillxlsx

    Arguments

    xlsx

    Output

    Launching skill: xlsx
    
    [metadata]
    success: true
    commandName: xlsx
  29. 40Write158k1

    Tool execution only — no assistant text

    Write/workspace/build/make_xlsx.py (+content)63k chars

    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.

  30. 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
  31. 43Three formula/ordering fixes needed — let me correct them.161k

    Three formula/ordering fixes needed — let me correct them.

  32. 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
  33. 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 120

    Output

    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: false
  34. 48Zero formula errors. Let me verify the recalculated values match the analysis.162k

    Zero formula errors. Let me verify the recalculated values match the analysis.

  35. 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)6k chars

    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.

  36. 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
  37. 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)3k chars

    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.

  38. 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%.

  39. 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: false
  40. 57Bash167k1

    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 x5k chars

    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.

  41. 59Workbook verified end-to-end. Now the memo.169k

    Workbook verified end-to-end. Now the memo.

  42. 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 | pandoc or unpack for raw XML |\n| Create new document | Use docx-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 .doc files 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.

  43. 61Skill1

    Tool execution only — no assistant text

    Skilldocx

    Arguments

    docx

    Output

    Launching skill: docx
    
    [metadata]
    success: true
    commandName: docx
  44. 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
  45. 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
  46. 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.

  47. 66Write1

    Tool execution only — no assistant text

    Write/workspace/build/make_docx.py (+content)45k chars

    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.

  48. 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)1k chars

    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.

  49. 69Schema element-ordering issues. Let me add a reorder pass.203k

    Schema element-ordering issues. Let me add a reorder pass.

  50. 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 failure
  51. 72Bash209k1

    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 failure
  52. 74Bash210k1

    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.docx

    Output

    saved
    
    Paragraphs: 0 → 429 (+429)
    All validations PASSED!
    
    [stdout]
    saved
    
    Paragraphs: 0 → 429 (+429)
    All validations PASSED!
    [metadata]
    noOutputExpected: false
  53. 75Valid. Let me render it to check the layout.210k

    Valid. Let me render it to check the layout.

  54. 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
  55. 78Read211k1

    Tool execution only — no assistant text

    Read/workspace/build/pg-01.jpg400k chars

    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.

  56. 80Read212k1

    Tool execution only — no assistant text

    Read/workspace/build/pg-03.jpg257k chars

    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.

  57. 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.

  58. 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
  59. 8415 pages down to 10. Let me check the layout now.215k

    15 pages down to 10. Let me check the layout now.

  60. 85Read1

    Tool execution only — no assistant text

    Read/workspace/build/pg-03.jpg314k chars

    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.

  61. 87Read218k1

    Tool execution only — no assistant text

    Read/workspace/build/pg-05.jpg385k chars

    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.

  62. 89Read220k1

    Tool execution only — no assistant text

    Read/workspace/build/pg-07.jpg102k chars

    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.

  63. 91Read221k1

    Tool execution only — no assistant text

    Read/workspace/build/pg-08.jpg415k chars

    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.

  64. 93Read222k1

    Tool execution only — no assistant text

    Read/workspace/build/pg-10.jpg205k chars

    Arguments

    /workspace/build/pg-10.jpg

    Output

    type: image
    source:
      type: base64
      data: /9j/4AAQSkZJRgABAQEAWgBaAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAPeAv0DASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKA

    … 203,930 more characters of output in the raw trajectory.

  65. 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
  66. 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.

  67. 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
  68. 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
  69. 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
  70. 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
  71. 102Read226k1

    Tool execution only — no assistant text

    Read/workspace/build/pg-3.jpg354k chars

    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.

  72. 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
  73. 105Read229k1

    Tool execution only — no assistant text

    Read/workspace/build/pg-2.jpg494k chars

    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.

  74. 107Read231k1

    Tool execution only — no assistant text

    Read/workspace/build/pg-3.jpg341k chars

    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.

  75. 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
  76. 110Read233k1

    Tool execution only — no assistant text

    Read/workspace/build/pg-3.jpg324k chars

    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.

  77. 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
  78. 113Read234k1

    Tool execution only — no assistant text

    Read/workspace/build/q-4.jpg427k chars

    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.

  79. 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
  80. 116Read237k1

    Tool execution only — no assistant text

    Read/workspace/build/q-4.jpg433k chars

    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.

  81. 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
  82. 119Read239k1

    Tool execution only — no assistant text

    Read/workspace/build/q-4.jpg408k chars

    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.

  83. 120All wrapping resolved. Let me check the escalation table.240k

    All wrapping resolved. Let me check the escalation table.

  84. 121Read1

    Tool execution only — no assistant text

    Read/workspace/build/e-7.jpg390k chars

    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.

  85. 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
  86. 124Read242k1

    Tool execution only — no assistant text

    Read/workspace/build/f-9.jpg330k chars

    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.

  87. 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.

  88. 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), sort1k chars

    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.

  89. 129Three count/attribution figures in the memo prose need correcting.248k

    Three count/attribution figures in the memo prose need correcting.

  90. 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
  91. 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: false
  92. 133Read249k1

    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: 752
  93. 134Edit249k1

    Tool execution only — no assistant text

    Edit/workspace/build/make_docx.py (+replace_all, old_string, new_string)2k chars

    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.

  94. 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
  95. 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 -rn

    Output

    ugrep: warning: memo.txt: No such file or directory
    
    [stdout]
    ugrep: warning: memo.txt: No such file or directory
    [metadata]
    noOutputExpected: false
  96. 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
  97. 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('/wo1k chars

    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.

  98. 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.

  99. 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: false
  100. 142Edit252k1

    Tool execution only — no assistant text

    Edit/workspace/build/make_docx.py (+replace_all, old_string, new_string)2k chars

    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.

  101. 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
  102. 145All figures verified. Final render and cleanup:254k

    All figures verified. Final render and cleanup:

  103. 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
  104. 147Read254k1

    Tool execution only — no assistant text

    Read/workspace/build/v-5.jpg455k chars

    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.

  105. 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)2k chars

    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.

  106. 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

  1. 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.

  2. 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.