task_111Manufacturing

71 of 107 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 all files in workspace

   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 20 17:37 ..
   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 20 17:37 ..
   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. 5Bash21k1

   Tool execution only — no assistant text

   Bashpython3 -c " import openpyxl, sys for f in ['data/material_demand_forecast.xlsx']: wb = openpyxl.load_workbook(f, data_only=True) print('=== FILE:', f) for ws in wb.worksheets: print('--- SHEET:', ws.title, ws.dimensions, ws.max_row, ws.max_column) for row in ws.iter_rows(values_only=True): print(row) " (+description)13k chars

   Arguments

   Read material demand forecast

   python3 -c "
   import openpyxl, sys
   for f in ['data/material_demand_forecast.xlsx']:
       wb = openpyxl.load_workbook(f, data_only=True)
       print('=== FILE:', f)
       for ws in wb.worksheets:
           print('--- SHEET:', ws.title, ws.dimensions, ws.max_row, ws.max_column)
           for row in ws.iter_rows(values_only=True):
               print(row)
   "

   Output

   === FILE: data/material_demand_forecast.xlsx
   --- SHEET: Demand Forecast A1:L27 27 12
   ('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

   … 11,778 more characters of output in the raw trajectory.

5. 7Bash25k1

   Tool execution only — no assistant text

   Bashpython3 -c " import openpyxl f='data/inventory_lot_cert_snapshot.xlsx' wb = openpyxl.load_workbook(f, data_only=True) print('=== FILE:', f) for ws in wb.worksheets: print('--- SHEET:', ws.title, ws.dimensions) for row in ws.iter_rows(values_only=True): print(row) " (+description)13k chars

   Arguments

   Read inventory lot cert snapshot

   python3 -c "
   import openpyxl
   f='data/inventory_lot_cert_snapshot.xlsx'
   wb = openpyxl.load_workbook(f, data_only=True)
   print('=== FILE:', f)
   for ws in wb.worksheets:
       print('--- SHEET:', ws.title, ws.dimensions)
       for row in ws.iter_rows(values_only=True):
           print(row)
   "

   Output

   === FILE: data/inventory_lot_cert_snapshot.xlsx
   --- SHEET: Lot Snapshot A1:Q25
   ('Lot ID', 'Heat / Cast No.', 'Alloy', 'Material Spec', 'Temper / Condition', 'Product Form', 'Source ID', 'On Hand Qty (lb)', 'Allocated Qty (lb)', 'Hold Status', 'Cert Type', 'Traceability Status', 'Received Date', 'Cert Expiry', 'Yield Factor', 'Storage Location', 'Note')
   ('LOT-C7A340', 'HEAT-9F1B66', '15-5PH', 'AMS 5659', 'H1025', 'Bar', 'SRC-7A6D52', 360, 60, 'None', '3.1', 'Full', '2026-03-27', '-', 0.84, 'Bar Cage B3', 'Hangzhou melt (CN)')
   ('LOT-3E8C71', 'HEAT-7A2F94', '4340', 'AMS 6415', 'Annealed', 'Bar', 'SRC-58E1B3', 520, 0, 'None', '3.1', 'Full', '2026-05-06', '-', 0.8, 'Bar Cage B4', 'Bar lengths')
   ('LOT-8D4B19', 'HEAT-1C9E37', '7075', 'AMS-QQ-A-200/11', 'T6511', 'Extrusion', 'SRC-9F2A41', 600, 95, 'None', '3.1', 'Full', '2026-04-15', '-', 0.77, 'Extrusion Bay E2', 'Door stop profile')
   ('LOT-2C9E14', 'HEAT-4A1F60', '7075', 'AMS-QQ-A-250/12', 'T651', 'Plate', 'SRC-9F2A41', 690, 0, 'None', '3.1',

   … 12,258 more characters of output in the raw trajectory.

6. 8Bash29k1

   Tool execution only — no assistant text

   Bashpython3 -c " import openpyxl for f in ['data/approved_material_source_list.xlsx','data/supplier_quote_leadtime_matrix.xlsx']: wb = openpyxl.load_workbook(f, data_only=True) print('=== FILE:', f) for ws in wb.worksheets: print('--- SHEET:', ws.title, ws.dimensions) for row in ws.iter_rows(values_only=True): print(row) print() " (+description)23k chars

   Arguments

   Read approved source list and quote matrix

   python3 -c "
   import openpyxl
   for f in ['data/approved_material_source_list.xlsx','data/supplier_quote_leadtime_matrix.xlsx']:
       wb = openpyxl.load_workbook(f, data_only=True)
       print('=== FILE:', f)
       for ws in wb.worksheets:
           print('--- SHEET:', ws.title, ws.dimensions)
           for row in ws.iter_rows(values_only=True):
               print(row)
       print()
   "

   Output

   === FILE: data/approved_material_source_list.xlsx
   --- SHEET: Source List A1:I13
   ('Source ID', 'Source Name', 'Source Type', 'Approved Spec Families', 'Melt Country', 'Origin Qualifying Status', 'Approval Status', 'Approval Expiry', 'Note')
   ('SRC-9F2A41', 'Cascade Rolled Products LLC', 'Mill', 'AMS-QQ-A-250, AMS-QQ-A-200, AMS 4117', 'USA', 'Qualifying (USA)', 'Approved', '2027-03-31', 'Aluminum plate/extrusion/bar')
   ('SRC-3B7C19', 'Ardenne Steelworks SA', 'Mill', 'AMS 5862, AMS 5659, AMS 5604', 'France', 'Qualifying (non-US)', 'Approved', '2026-12-31', 'PH stainless; qualifying country (FR)')
   ('SRC-D14E8B', 'Tri-State Metals Distribution', 'Distributor', 'AMS-QQ-A-250, AMS-QQ-A-200, AMS 6415, AMS 6359', 'USA', 'Qualifying (USA)', 'Approved', '2027-06-30', 'Distributor; passes mill certs')
   ('SRC-7A6D52', 'Hangzhou Precision Alloys Co', 'Mill', 'AMS-QQ-A-250, AMS 5659', 'China', 'Non-qualifying', 'Approved', '2027-01-31', 'Approved source; non-qualifying origin')
   ('SRC-C2F9A7', 'Yellow Ri

   … 21,590 more characters of output in the raw trajectory.

7. 10Bash36k1

   Tool execution only — no assistant text

   Bashpython3 -c " import pdfplumber with pdfplumber.open('data/engineering_material_substitution_policy.pdf') as pdf: print('pages', len(pdf.pages)) for i,p in enumerate(pdf.pages): print('=== PAGE', i+1) print(p.extract_text()) " 2>/dev/null || pip list 2>/dev/null | grep -i -E "pdf|docx" (+description)14k chars

   Arguments

   Extract substitution policy PDF text

   python3 -c "
   import pdfplumber
   with pdfplumber.open('data/engineering_material_substitution_policy.pdf') as pdf:
       print('pages', len(pdf.pages))
       for i,p in enumerate(pdf.pages):
           print('=== PAGE', i+1)
           print(p.extract_text())
   " 2>/dev/null || pip list 2>/dev/null | grep -i -E "pdf|docx"

   Output

   pages 2
   === PAGE 1
   ENGINEERING MATERIAL SUBSTITUTION POLICY ENG-MSP-Rev H | Controlled Copy
   Engineering Material Substitution Policy
   Document ENG-MSP, Revision H (cid:127) Effective 2026-05-15 (cid:127) 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 allowance enumerated in Section 4. Any condition not expressly permitted here is
   prohibited and requires an approved Material Review Board (MRB) disposition or a cus

   … 13,000 more characters of output in the raw trajectory.

8. 11Bash39k1

   Tool execution only — no assistant text

   Bashpython3 -c " from docx import Document d = Document('data/program_priority_build_schedule.docx') for p in d.paragraphs: if p.text.strip(): print(f'[{p.style.name}] {p.text}') for i,t in enumerate(d.tables): print('=== TABLE', i) for r in t.rows: print(' | '.join(c.text.strip() for c in r.cells)) " (+description)

   Arguments

   Extract program priority build schedule docx

   python3 -c "
   from docx import Document
   d = Document('data/program_priority_build_schedule.docx')
   for p in d.paragraphs:
       if p.text.strip(): print(f'[{p.style.name}] {p.text}')
   for i,t in enumerate(d.tables):
       print('=== TABLE', i)
       for r in t.rows:
           print(' | '.join(c.text.strip() for c in r.cells))
   "

   Output

   Exit code 1
   Traceback (most recent call last):
     File "<string>", line 5, in <module>
   AttributeError: 'NoneType' object has no attribute 'name'
   [Heading 1] Program Priority & Build Schedule
   
   [error] tool reported failure

9. 12Bash40k1

   Tool execution only — no assistant text

   Bashpython3 -c " from docx import Document d = Document('data/program_priority_build_schedule.docx') body = d.element.body from docx.table import Table from docx.text.paragraph import Paragraph for child in body.iterchildren(): tag = child.tag.split('}')[1] if tag=='p': p = Paragraph(child, d) st = p.style.name if p.style is not None else 'None' if p.text.strip(): print(f'[{st}] {p.text}') elif tag=='tbl': t = Table(child, d) print('=== TABLE ===') for r in t.rows: print(' | '.join(c.text.strip() f8k chars

   Arguments

   python3 -c "
   from docx import Document
   d = Document('data/program_priority_build_schedule.docx')
   body = d.element.body
   from docx.table import Table
   from docx.text.paragraph import Paragraph
   for child in body.iterchildren():
       tag = child.tag.split('}')[1]
       if tag=='p':
           p = Paragraph(child, d)
           st = p.style.name if p.style is not None else 'None'
           if p.text.strip(): print(f'[{st}] {p.text}')
       elif tag=='tbl':
           t = Table(child, d)
           print('=== TABLE ===')
           for r in t.rows:
               print(' | '.join(c.text.strip() f

   … 73 more characters of arguments in the raw trajectory.

   Output

   [Heading 1] Program Priority & Build Schedule
   [None] 2026 Q3 Door/Hinge Mechanism Build Wave — Production Control Release PC-2026-0618
   [None] Issued by: Production Control & Program Management Office (PMO).  Distribution: Sourcing, Materials Planning, Quality, MRB.  Status as of 2026-06-19.
   [None] 1. Purpose
   [None] 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.
   [None] 2. Program Priority Ranking and Build Commitments
   === TABLE ===
   Program ID | Program / Assembly | Customer | Priority Rank | Build Start | Restriction
   PRG-RAVEN | Raven Cargo Door Actua

   … 7,044 more characters of output in the raw trajectory.

10. 14Now I have the full picture. Let me check the document-generation skills before building deliverables.70k

    Now I have the full picture. Let me check the document-generation skills before building deliverables.

11. 15user{"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.

12. 16Skill1

    Tool execution only — no assistant text

    Skillxlsx

    Arguments

    xlsx

    Output

    Launching skill: xlsx
    
    [metadata]
    success: true
    commandName: xlsx

13. 18Let me build and validate the analysis model first.79k

    Let me build and validate the analysis model first.

14. 19Bash1

    Tool execution only — no assistant text

    Bashmkdir -p /workspace/analysis && cat > /workspace/analysis/model.py <<'PY' from datetime import date import openpyxl, json D = '/workspace/data/' def sheet(f, s): wb = openpyxl.load_workbook(D+f, data_only=True) ws = wb[s] rows = list(ws.iter_rows(values_only=True)) hdr = rows[0] return [dict(zip(hdr, r)) for r in rows[1:] if r[0]] req = sheet('material_demand_forecast.xlsx','Demand Forecast') lots = sheet('inventory_lot_cert_snapshot.xlsx','Lot Snapshot') src = {r['Source ID']: r for r in sheet('approved_material_source_list.xlsx','Source List')23k chars

    Arguments

    mkdir -p /workspace/analysis && cat > /workspace/analysis/model.py <<'PY'
    from datetime import date
    import openpyxl, json
    
    D = '/workspace/data/'
    def sheet(f, s):
        wb = openpyxl.load_workbook(D+f, data_only=True)
        ws = wb[s]
        rows = list(ws.iter_rows(values_only=True))
        hdr = rows[0]
        return [dict(zip(hdr, r)) for r in rows[1:] if r[0]]
    
    req = sheet('material_demand_forecast.xlsx','Demand Forecast')
    lots = sheet('inventory_lot_cert_snapshot.xlsx','Lot Snapshot')
    src  = {r['Source ID']: r for r in sheet('approved_material_source_list.xlsx','Source List')

    … 5,417 more characters of arguments in the raw trajectory.

    Output

    === SHORTFALLS & CANDIDATE QUOTES ===
    REQ-C9T1 RAVEN     p1 DFARS    300M   AMS 6419         Annealed  Bar        need= 176.0 inv=   0.00 short= 176.00 lots=[]
          OK  QTE-8B3F19 Brunderman Forge & Bar Inc qty=  250 moq= 150 $ 14.20 rcpt=2026-07-26 margin=   8d exp=2026-07-14 LT= 27 | 
          NO  QTE-4E9A72 Yellow River Specialty Ste qty=  300 moq= 150 $  9.55 rcpt=2026-07-19 margin=  15d exp=2026-07-09 LT= 20 | China melt vs DFARS
    REQ-K9P1 RAVEN     p1 DFARS    4340   AMS 6415         Annealed  Bar        need= 615.0 inv= 615.00 short=   0.00 lots=[('LOT-3E8C71', 416.0), ('LOT-9A4F37', 199.0)]
    REQ-H4A2 RAVEN     p1 DFARS    7075   AMS-QQ-A-250/12  T7351     Plate      need= 842.0 inv= 516.60 short= 325.40 lots=[('LOT-7F3A2B', 516.6)]
          NO  QTE-F1C8A6 Great Lakes Plate & Bar Co qty=  450 moq= 250 $  9.95 rcpt=2026-08-14 margin=  -4d exp=2026-07-18 LT= 34 | Docks 2026-08-14 on/after need-by 2026-08-10
          NO  QTE-7D2B40 Hangzhou Precision Alloys  qty=  800 moq= 400 $  6.85 rcpt=2

    … 22,352 more characters of output in the raw trajectory.

15. 21The model confirms my analysis. Let me build the workbook.100k

    The model confirms my analysis. Let me build the workbook.

16. 22Bash1

    Tool execution only — no assistant text

    Bashcat > /workspace/analysis/build_xlsx.py <<'PY' from datetime import date import openpyxl from openpyxl import Workbook from openpyxl.styles import Font, PatternFill, Alignment, Border, Side from openpyxl.utils import get_column_letter from openpyxl.worksheet.datavalidation import DataValidation D='/workspace/data/' def sh(f,s): ws=openpyxl.load_workbook(D+f,data_only=True)[s] r=list(ws.iter_rows(values_only=True)); h=r[0] return [dict(zip(h,x)) for x in r[1:] if x[0]] REQ=sh('material_demand_forecast.xlsx','Demand Forecast') LOT=sh('inventory_lot_cert_sna

    Arguments

    cat > /workspace/analysis/build_xlsx.py <<'PY'
    from datetime import date
    import openpyxl
    from openpyxl import Workbook
    from openpyxl.styles import Font, PatternFill, Alignment, Border, Side
    from openpyxl.utils import get_column_letter
    from openpyxl.worksheet.datavalidation import DataValidation
    
    D='/workspace/data/'
    def sh(f,s):
        ws=openpyxl.load_workbook(D+f,data_only=True)[s]
        r=list(ws.iter_rows(values_only=True)); h=r[0]
        return [dict(zip(h,x)) for x in r[1:] if x[0]]
    REQ=sh('material_demand_forecast.xlsx','Demand Forecast')
    LOT=sh('inventory_lot_cert_sna

    … 10,524 more characters of arguments in the raw trajectory.

    Output

    ok
    
    [stdout]
    ok
    [metadata]
    noOutputExpected: false

17. 24Bash107k1

    Tool execution only — no assistant text

    Bashcat >> /workspace/analysis/build_xlsx.py <<'PY' # ================= SHEET: Read Me & Basis ================= ws=newsheet('Read Me & Basis','1F3864') titleblock(ws,'Material Sourcing Analysis Workbook — 2026 Q3 Door / Hinge Mechanism Build Wave', 'Aerostructure Mechanisms Division · Supporting analysis for the Material Sourcing Recommendation Memo · Prepared for Sourcing, Production Control and Quality leadership',8) ws.column_dimensions['A'].width=34; ws.column_dimensions['B'].width=104 rows=[ ('SECTION','Purpose'), ('Purpose','Documents requirement-level material cove

    Arguments

    cat >> /workspace/analysis/build_xlsx.py <<'PY'
    
    # ================= SHEET: Read Me & Basis =================
    ws=newsheet('Read Me & Basis','1F3864')
    titleblock(ws,'Material Sourcing Analysis Workbook — 2026 Q3 Door / Hinge Mechanism Build Wave',
     'Aerostructure Mechanisms Division · Supporting analysis for the Material Sourcing Recommendation Memo · Prepared for Sourcing, Production Control and Quality leadership',8)
    ws.column_dimensions['A'].width=34; ws.column_dimensions['B'].width=104
    rows=[
     ('SECTION','Purpose'),
     ('Purpose','Documents requirement-level material cove

    … 13,807 more characters of arguments in the raw trajectory.

    Output

    ok
    
    [stdout]
    ok
    [metadata]
    noOutputExpected: false

18. 26Edit110k1

    Tool execution only — no assistant text

    Edit/workspace/analysis/build_xlsx.py (+replace_all, old_string, new_string)3k chars

    Arguments

    replace_all

    false

    file_path

    /workspace/analysis/build_xlsx.py

    old_string

    cols=['Req ID','Program','Pri','Origin Rule','Alloy','Material Spec','Temper /\nCondition','Product\nForm','Net Req.\nUsable (lb)','Need-By','MRP\nFirmed','Eligible Inv.\nApplied (lb)','Residual\nShortfall (lb)','Inv.\nCov. %','Inventory Lots Applied','Coverage Route','Buy Qty\n(lb)','Award\nQuote','Supplier','Melt\nCountry','Unit\n$/lb','Committed\nCost ($)','Quoted\nReceipt','Margin\n(days)','Latest PO\nRelease','Quote\nExpiry','Status / Risk Flag']

    new_string

    cols=['Req ID','Program','Pri'

    … 452 more characters of arguments in the raw trajectory.

    Output

    The file /workspace/analysis/build_xlsx.py has been updated successfully. (file state is current in your context — no need to Read it back)
    
    [metadata]
    filePath: /workspace/analysis/build_xlsx.py
    oldString: cols=['Req ID','Program','Pri','Origin Rule','Alloy','Material Spec','Temper /\nCondition','Product\nForm','Net Req.\nUsable (lb)','Need-By','MRP\nFirmed','Eligible Inv.\nApplied (lb)','Residual\nShortfall (lb)','Inv.\nCov. %','Inventory Lots Applied','Coverage Route','Buy Qty\n(lb)','Award\nQuote','Supplier','Melt\nCountry','Unit\n$/lb','Committed\nCost ($)','Quoted\nReceipt','Margin\n(days)','Latest PO\nRelease','Quote\nExpiry','Status / Risk Flag']
    newString: cols=['Req ID','Program','Pri','Origin Rule','Alloy','Material Spec','Temper /\nCondition','Product\nForm','Net Req.\nUsable (lb)','Need-By','MRP\nFirmed','Eligible Inv.\nApplied (lb)','Residual\nShortfall (lb)','Inv.\nCov. %','Inventory Lots Applied','Coverage Route','Qty Charged\nto Re

    … 1,813 more characters of output in the raw trajectory.

19. 27Edit110k1

    Tool execution only — no assistant text

    Edit/workspace/analysis/build_xlsx.py (+replace_all, old_string, new_string)1k chars

    Arguments

    replace_all

    false

    file_path

    /workspace/analysis/build_xlsx.py

    old_string

            aid,qid,bq,lb,binding,rat,cont=aw; Q=QTE[qid]
            put(ws,r,17,(bq if len(AWARDS[[a[0] for a in AWARDS].index(aid)][3])==1 else lb),BLUE if len(AWARDS[[a[0] for a in AWARDS].index(aid)][3])==1 else BLACK,QTY)

    new_string

            aid,qid,bq,lb,binding,rat,cont=aw; Q=QTE[qid]
            put(ws,r,17,f'=M{r}',BLACK,QTY)

    Output

    The file /workspace/analysis/build_xlsx.py has been updated successfully. (file state is current in your context — no need to Read it back)
    
    [metadata]
    filePath: /workspace/analysis/build_xlsx.py
    oldString: |
              aid,qid,bq,lb,binding,rat,cont=aw; Q=QTE[qid]
              put(ws,r,17,(bq if len(AWARDS[[a[0] for a in AWARDS].index(aid)][3])==1 else lb),BLUE if len(AWARDS[[a[0] for a in AWARDS].index(aid)][3])==1 else BLACK,QTY)
    newString: |
              aid,qid,bq,lb,binding,rat,cont=aw; Q=QTE[qid]
              put(ws,r,17,f'=M{r}',BLACK,QTY)
    originalFile: null
    structuredPatch:
      -
        oldStart: 248
        oldLines: 7
        newStart: 248
        newLines: 7
        lines:
          -      put(ws,r,16,route,BLACK,fill=(OKFILL if A['res']<=0 else WARNFILL))
          -      if aw:
          -          aid,qid,bq,lb,binding,rat,cont=aw; Q=QTE[qid]
          - -        put(ws,r,17,(bq if len(AWARDS[[a[0] for a in AWARDS].index(aid)][3])==1 else lb),BLUE if len(AWARDS[[a[0] for a in AWARDS].index(aid)][3])==1 else BLACK,QTY)
          - +        put(

    … 342 more characters of output in the raw trajectory.

20. 28Edit110k1

    Tool execution only — no assistant text

    Edit/workspace/analysis/build_xlsx.py (+replace_all, old_string, new_string)2k chars

    Arguments

    replace_all

    false

    file_path

    /workspace/analysis/build_xlsx.py

    old_string

    put(ws,tr,27,'Committed cost total reflects the pounds charged to each requirement; MOQ overbuy on PO-08, PO-10 and PO-12 is shown in full on the Sourcing Action Plan sheet.',Font(name=FONT,size=9,italic=True),fill=TOTFILL)

    new_string

    put(ws,tr,27,'"Qty charged to req" is the residual pounds each requirement consumes. PO line quantities are larger where a minimum order applies (PO-08, PO-10, PO-12) or where quantities are rounded up; the full committed spend of $32,307.85 is on the Sourcing Action Plan she

    … 55 more characters of arguments in the raw trajectory.

    Output

    The file /workspace/analysis/build_xlsx.py has been updated successfully. (file state is current in your context — no need to Read it back)
    
    [metadata]
    filePath: /workspace/analysis/build_xlsx.py
    oldString: put(ws,tr,27,'Committed cost total reflects the pounds charged to each requirement; MOQ overbuy on PO-08, PO-10 and PO-12 is shown in full on the Sourcing Action Plan sheet.',Font(name=FONT,size=9,italic=True),fill=TOTFILL)
    newString: put(ws,tr,27,'"Qty charged to req" is the residual pounds each requirement consumes. PO line quantities are larger where a minimum order applies (PO-08, PO-10, PO-12) or where quantities are rounded up; the full committed spend of $32,307.85 is on the Sourcing Action Plan sheet.',Font(name=FONT,size=9,italic=True),fill=TOTFILL)
    originalFile: null
    structuredPatch:
      -
        oldStart: 300
        oldLines: 5
        newStart: 300
        newLines: 5
        lines:
          -  for c,f in ((9,f'=SUM(I5:I{LASTREQ})'),(12,f'=SUM(L5:L{LASTREQ})'),(13,f'=SUM(M5:M{LASTREQ}

    … 829 more characters of output in the raw trajectory.

21. 30Bash115k1

    Tool execution only — no assistant text

    Bashcat >> /workspace/analysis/build_xlsx.py <<'PY' # ================= SHEET: Inventory Lot Usability ================= applied={} for rid,A in ALLOC.items(): for lid,lb in A['lots']: applied.setdefault(lid,[]).append((rid,lb)) DISPO={ 'LOT-C7A340':('USABLE — RESTRICTED DEMAND ONLY','China melt. Eligible only for PRG-HALCYON / PRG-CALDER, which carry no origin restriction. Allocated 147 lb to REQ-W9A3; 105 lb remains and cannot be used for the MERIDIAN requirement on the identical callout.'), 'LOT-3E8C71':('USABLE','Fully consumed by REQ-K9P1 (priority 1).'), 'LOT-8

    Arguments

    cat >> /workspace/analysis/build_xlsx.py <<'PY'
    
    # ================= SHEET: Inventory Lot Usability =================
    applied={}
    for rid,A in ALLOC.items():
        for lid,lb in A['lots']: applied.setdefault(lid,[]).append((rid,lb))
    
    DISPO={
     'LOT-C7A340':('USABLE — RESTRICTED DEMAND ONLY','China melt. Eligible only for PRG-HALCYON / PRG-CALDER, which carry no origin restriction. Allocated 147 lb to REQ-W9A3; 105 lb remains and cannot be used for the MERIDIAN requirement on the identical callout.'),
     'LOT-3E8C71':('USABLE','Fully consumed by REQ-K9P1 (priority 1).'),
     'LOT-8

    … 7,840 more characters of arguments in the raw trajectory.

    Output

    ok
    
    [stdout]
    ok
    [metadata]
    noOutputExpected: false

22. 32Bash129k1

    Tool execution only — no assistant text

    Bashcat >> /workspace/analysis/build_xlsx.py <<'PY' # ================= SHEET: Quote Feasibility ================= TARGET={'QTE-8B3F19':'REQ-C9T1','QTE-7C3A95':'REQ-N3K4','QTE-3A9F18':'REQ-T2C7','QTE-F1C8A6':'REQ-H4A2', 'QTE-9C4E27':'REQ-T2C7','QTE-2A7E61':'REQ-M1X8','QTE-5F1B83':'REQ-M1X8','QTE-1E8C57':'REQ-H7D5', 'QTE-8C3D49':'REQ-M1X8','QTE-7E2A85':'REQ-U4B8','QTE-9B4F27':'REQ-D7R4','QTE-7D2B40':'REQ-H4A2', 'QTE-3F7D92':'REQ-G2J9','QTE-A3F91C':'REQ-H4A2','QTE-4C8F12':'REQ-S6P3','QTE-6F1A93':'REQ-T2C7', 'QTE-1A6E38':'REQ-G2J9','QTE-8A1D63':'REQ-W3F9','QTE-6D1B84':'REQ-L8Q

    Arguments

    cat >> /workspace/analysis/build_xlsx.py <<'PY'
    
    # ================= SHEET: Quote Feasibility =================
    TARGET={'QTE-8B3F19':'REQ-C9T1','QTE-7C3A95':'REQ-N3K4','QTE-3A9F18':'REQ-T2C7','QTE-F1C8A6':'REQ-H4A2',
     'QTE-9C4E27':'REQ-T2C7','QTE-2A7E61':'REQ-M1X8','QTE-5F1B83':'REQ-M1X8','QTE-1E8C57':'REQ-H7D5',
     'QTE-8C3D49':'REQ-M1X8','QTE-7E2A85':'REQ-U4B8','QTE-9B4F27':'REQ-D7R4','QTE-7D2B40':'REQ-H4A2',
     'QTE-3F7D92':'REQ-G2J9','QTE-A3F91C':'REQ-H4A2','QTE-4C8F12':'REQ-S6P3','QTE-6F1A93':'REQ-T2C7',
     'QTE-1A6E38':'REQ-G2J9','QTE-8A1D63':'REQ-W3F9','QTE-6D1B84':'REQ-L8Q

    … 10,086 more characters of arguments in the raw trajectory.

    Output

    ok
    
    [stdout]
    ok
    [metadata]
    noOutputExpected: false

23. 34Edit132k1

    Tool execution only — no assistant text

    Edit/workspace/analysis/build_xlsx.py (+replace_all, old_string, new_string)2k chars

    Arguments

    replace_all

    false

    file_path

    /workspace/analysis/build_xlsx.py

    old_string

    put(ws,r,29,'Six lines fail on compliance grounds (2 origin-only, 1 origin+source, 1 conditional source, 1 spec-family approval, 1 certification) and one fails on schedule. Five of those seven are the cheapest or fastest line on their RFQ.',Font(name=FONT,size=9,italic=True),fill=TOTFILL)

    new_string

    put(ws,r,29,'Eight lines are not actionable: seven fail a compliance gate (3 origin, 1 origin + unapproved source, 1 conditional source, 1 spec-family approval, 1 certification) and one fails on schedule. Seven o

    … 175 more characters of arguments in the raw trajectory.

    Output

    The file /workspace/analysis/build_xlsx.py has been updated successfully. (note: the file had been modified on disk since you last read it — the edit applied cleanly, but the file contains other changes not in your context. Read it before edits that depend on surrounding content.)
    
    [metadata]
    filePath: /workspace/analysis/build_xlsx.py
    oldString: put(ws,r,29,'Six lines fail on compliance grounds (2 origin-only, 1 origin+source, 1 conditional source, 1 spec-family approval, 1 certification) and one fails on schedule. Five of those seven are the cheapest or fastest line on their RFQ.',Font(name=FONT,size=9,italic=True),fill=TOTFILL)
    newString: put(ws,r,29,'Eight lines are not actionable: seven fail a compliance gate (3 origin, 1 origin + unapproved source, 1 conditional source, 1 spec-family approval, 1 certification) and one fails on schedule. Seven of the eight are the cheapest and/or the fastest line on their own RFQ — commercial attractiveness does not track usability.'

    … 1,238 more characters of output in the raw trajectory.

24. 36Bash139k1

    Tool execution only — no assistant text

    Bashcat >> /workspace/analysis/build_xlsx.py <<'PY' # ================= SHEET: Allocation Decisions ================= def key(x): return (x['Alloy'],x['Material Spec'],x['Temper / Condition'],x['Product Form']) groups={} for q in order: groups.setdefault(key(q),[]).append(q) gorder=sorted(groups, key=lambda k: min(PROG[q['Program ID']][0] for q in groups[k])) ABASIS={ ('7075','AMS-QQ-A-250/12','T7351','Plate'):'CONTESTED. Only one eligible lot exists (LOT-7F3A2B); 410 of its 1,040 lb are already committed to other work orders. RAVEN (rank 1) takes the whole 516.6 lb and is

    Arguments

    cat >> /workspace/analysis/build_xlsx.py <<'PY'
    
    # ================= SHEET: Allocation Decisions =================
    def key(x): return (x['Alloy'],x['Material Spec'],x['Temper / Condition'],x['Product Form'])
    groups={}
    for q in order: groups.setdefault(key(q),[]).append(q)
    gorder=sorted(groups, key=lambda k: min(PROG[q['Program ID']][0] for q in groups[k]))
    
    ABASIS={
     ('7075','AMS-QQ-A-250/12','T7351','Plate'):'CONTESTED. Only one eligible lot exists (LOT-7F3A2B); 410 of its 1,040 lb are already committed to other work orders. RAVEN (rank 1) takes the whole 516.6 lb and is

    … 11,193 more characters of arguments in the raw trajectory.

    Output

    ok
    
    [stdout]
    ok
    [metadata]
    noOutputExpected: false

25. 38Bash155k1

    Tool execution only — no assistant text

    Bashcat >> /workspace/analysis/build_xlsx.py <<'PY' # ================= SHEET: At-Risk & Escalations ================= ESC=[ ('ESC-01','CRITICAL','Single-source, no fallback on the top-priority DFARS 7075-T7351 buy','REQ-H4A2, REQ-B6N3 · QTE-A3F91C','RAVEN (1), SABLE (2)', 'Only one quote on RFQ-6C2A91 docks before the REQ-H4A2 need-by of 2026-08-10. Great Lakes (QTE-F1C8A6) docks 2026-08-14 — four days late — and the Hangzhou line is China melt. Eligible inventory covers only 516.6 of 842 lb.', 'If QTE-A3F91C lapses or Cascade slips, 325.4 lb of the priority-1 program has

    Arguments

    cat >> /workspace/analysis/build_xlsx.py <<'PY'
    
    # ================= SHEET: At-Risk & Escalations =================
    ESC=[
     ('ESC-01','CRITICAL','Single-source, no fallback on the top-priority DFARS 7075-T7351 buy','REQ-H4A2, REQ-B6N3 · QTE-A3F91C','RAVEN (1), SABLE (2)',
      'Only one quote on RFQ-6C2A91 docks before the REQ-H4A2 need-by of 2026-08-10. Great Lakes (QTE-F1C8A6) docks 2026-08-14 — four days late — and the Hangzhou line is China melt. Eligible inventory covers only 516.6 of 842 lb.',
      'If QTE-A3F91C lapses or Cascade slips, 325.4 lb of the priority-1 program has

    … 19,882 more characters of arguments in the raw trajectory.

    Output

    ok
    
    [stdout]
    ok
    [metadata]
    noOutputExpected: false

26. 40Edit156k1

    Tool execution only — no assistant text

    Edit/workspace/analysis/build_xlsx.py (+replace_all, old_string, new_string)2k chars

    Arguments

    replace_all

    false

    file_path

    /workspace/analysis/build_xlsx.py

    old_string

    put(ws,r,1,'FORGONE SAVINGS ON COMPLIANCE-REJECTED QUOTES (ALT-01 to ALT-06)',BOLD,fill=TOTFILL,align=TOPL)
    for c in range(2,10): put(ws,r,c,None,BOLD,fill=TOTFILL)
    put(ws,r,7,'=SUM(G5:G10)',BOLD,USD,TOTFILL)
    put(ws,r,9,'Premium paid to stay compliant',BOLD,fill=TOTFILL)

    new_string

    put(ws,r,1,'COMPLIANCE PREMIUM — cheapest rejected quote per requirement (ALT-01, 02, 04, 05, 06; ALT-03 excluded as a second alternative on the same requirement pair as ALT-02)',BOLD,fill=TOTFILL,align=TOPL)
    for c in range(2,

    … 154 more characters of arguments in the raw trajectory.

    Output

    The file /workspace/analysis/build_xlsx.py has been updated successfully. (note: the file had been modified on disk since you last read it — the edit applied cleanly, but the file contains other changes not in your context. Read it before edits that depend on surrounding content.)
    
    [metadata]
    filePath: /workspace/analysis/build_xlsx.py
    oldString: |
      put(ws,r,1,'FORGONE SAVINGS ON COMPLIANCE-REJECTED QUOTES (ALT-01 to ALT-06)',BOLD,fill=TOTFILL,align=TOPL)
      for c in range(2,10): put(ws,r,c,None,BOLD,fill=TOTFILL)
      put(ws,r,7,'=SUM(G5:G10)',BOLD,USD,TOTFILL)
      put(ws,r,9,'Premium paid to stay compliant',BOLD,fill=TOTFILL)
    newString: |
      put(ws,r,1,'COMPLIANCE PREMIUM — cheapest rejected quote per requirement (ALT-01, 02, 04, 05, 06; ALT-03 excluded as a second alternative on the same requirement pair as ALT-02)',BOLD,fill=TOTFILL,align=TOPL)
      for c in range(2,10): put(ws,r,c,None,BOLD,fill=TOTFILL)
      put(ws,r,7,'=G5+G6+G8+G9+G10',BOLD,USD,TOTFILL)
      put(ws,r,9,'Premium paid to stay c

    … 913 more characters of output in the raw trajectory.

27. 41Bash162k1

    Tool execution only — no assistant text

    Bashcat >> /workspace/analysis/build_xlsx.py <<'PY' # ================= SHEET: Sourcing Action Plan ================= ACTPRI={'PO-01':'1 — RELEASE NOW','PO-02':'1 — RELEASE NOW','PO-03':'2 — RELEASE (or hold for MRB)','PO-05':'2 — RELEASE','PO-06':'2 — RELEASE', 'PO-12':'2 — RELEASE','PO-04':'3 — FIRM THEN RELEASE','PO-07':'3 — FIRM THEN RELEASE','PO-08':'4 — CONDITIONAL','PO-09':'3 — RELEASE (decision on origin)', 'PO-10':'4 — PMO DECISION','PO-11':'4 — HOLD FOR HOLD-CLEARANCE'} ws=newsheet('Sourcing Action Plan','C55A11') titleblock(ws,'Recommended Sourcing Action Plan — 12

    Arguments

    cat >> /workspace/analysis/build_xlsx.py <<'PY'
    
    # ================= SHEET: Sourcing Action Plan =================
    ACTPRI={'PO-01':'1 — RELEASE NOW','PO-02':'1 — RELEASE NOW','PO-03':'2 — RELEASE (or hold for MRB)','PO-05':'2 — RELEASE','PO-06':'2 — RELEASE',
     'PO-12':'2 — RELEASE','PO-04':'3 — FIRM THEN RELEASE','PO-07':'3 — FIRM THEN RELEASE','PO-08':'4 — CONDITIONAL','PO-09':'3 — RELEASE (decision on origin)',
     'PO-10':'4 — PMO DECISION','PO-11':'4 — HOLD FOR HOLD-CLEARANCE'}
    ws=newsheet('Sourcing Action Plan','C55A11')
    titleblock(ws,'Recommended Sourcing Action Plan — 12

    … 10,244 more characters of arguments in the raw trajectory.

    Output

    saved
    
    [stdout]
    saved
    [metadata]
    noOutputExpected: false

28. 43Bash162k1

    Tool execution only — no assistant text

    Bashpython3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py output/material_sourcing_analysis_workbook.xlsx 180 (+description)

    Arguments

    Recalculate workbook formulas

    python3 /logs/agent/sessions/skills/xlsx/scripts/recalc.py output/material_sourcing_analysis_workbook.xlsx 180

    Output

    {
      "status": "success",
      "total_errors": 0,
      "error_summary": {},
      "total_formulas": 406
    }
    
    [stdout]
    {
      "status": "success",
      "total_errors": 0,
      "error_summary": {},
      "total_formulas": 406
    }
    [metadata]
    noOutputExpected: false

29. 44Bash163k1

    Tool execution only — no assistant text

    Bashpython3 -c " import openpyxl wb=openpyxl.load_workbook('output/material_sourcing_analysis_workbook.xlsx',data_only=True) print(wb.sheetnames) ws=wb['Executive Summary'] for r in range(4,45): v=[ws.cell(row=r,column=c).value for c in (1,2,3)] if any(v): print(r,v) print() ws=wb['Requirement Coverage'] print('REQ totals row31:',[ws.cell(row=31,column=c).value for c in (9,12,13,14,17,22)]) ws=wb['Inventory Lot Usability'] print('LOT totals row29:',[ws.cell(row=29,column=c).value for c in (19,20,21,23,25,27)]) ws=wb['Yield & Qty Analysis'] print('YQ totals row18:9k chars

    Arguments

    python3 -c "
    import openpyxl
    wb=openpyxl.load_workbook('output/material_sourcing_analysis_workbook.xlsx',data_only=True)
    print(wb.sheetnames)
    ws=wb['Executive Summary']
    for r in range(4,45):
        v=[ws.cell(row=r,column=c).value for c in (1,2,3)]
        if any(v): print(r,v)
    print()
    ws=wb['Requirement Coverage']
    print('REQ totals row31:',[ws.cell(row=31,column=c).value for c in (9,12,13,14,17,22)])
    ws=wb['Inventory Lot Usability']
    print('LOT totals row29:',[ws.cell(row=29,column=c).value for c in (19,20,21,23,25,27)])
    ws=wb['Yield & Qty Analysis']
    print('YQ totals row18:

    … 498 more characters of arguments in the raw trajectory.

    Output

    ['Executive Summary', 'Read Me & Basis', 'Requirement Coverage', 'Inventory Lot Usability', 'Quote Feasibility', 'Allocation Decisions', 'Yield & Qty Analysis', 'At-Risk & Escalations', 'Alternatives Considered', 'Sourcing Action Plan']
    4 ['Demand and coverage', None, None]
    5 ['1', 'Requirements reviewed', 26]
    6 ['2', 'Net usable material required (lb)', 8960]
    7 ['3', 'Covered from compliant on-hand inventory (lb)', 5857.25]
    8 ['4', 'Residual requiring new purchase (lb)', 3102.75]
    9 ['5', 'Requirements fully covered from inventory', 11]
    10 ['6', 'Requirements requiring purchase', 15]
    12 ['Inventory reality check — physically on hand vs actually usable', None, None]
    13 ['7', 'Gross material on hand (lb)', 15805]
    14 ['8', 'Usable after prior allocation and yield loss (lb)', 11862.1]
    15 ['9', 'Of which INELIGIBLE on compliance grounds (lb)', 4127.7]
    16 ['10', 'Additionally stranded by country-of-origin rules (lb)', 950.6]
    17 ['11', 'Eligible usable material actually applied (lb)', 5857.25

    … 8,190 more characters of output in the raw trajectory.

30. 46Bash167k1

    Tool execution only — no assistant text

    Bashpython3 -c " import openpyxl wb=openpyxl.load_workbook('output/material_sourcing_analysis_workbook.xlsx',data_only=True) ws=wb['Requirement Coverage'] for r in range(5,32): print([ws.cell(row=r,column=c).value for c in (1,2,3,9,12,13,14,16,17,18,22,24,27)][:12]) " | head -30 (+description)5k chars

    Arguments

    Spot-check requirement coverage rows

    python3 -c "
    import openpyxl
    wb=openpyxl.load_workbook('output/material_sourcing_analysis_workbook.xlsx',data_only=True)
    ws=wb['Requirement Coverage']
    for r in range(5,32):
        print([ws.cell(row=r,column=c).value for c in (1,2,3,9,12,13,14,16,17,18,22,24,27)][:12])
    " | head -30

    Output

    ['REQ-C9T1', 'RAVEN', 1, 176, 0, 176, 0, 'Purchase (full)', 176, 'QTE-8B3F19', 2499.2, 8]
    ['REQ-K9P1', 'RAVEN', 1, 615, 615, 0, 1, 'Inventory (full)', '—', '—', '—', '—']
    ['REQ-H4A2', 'RAVEN', 1, 842, 516.6, 325.4, 0.61353919239905, 'Inventory + Purchase', 325.4, 'QTE-A3F91C', 3058.76, 11]
    ['REQ-X5M3', 'RAVEN', 1, 394, 394, 0, 1, 'Inventory (full)', '—', '—', '—', '—']
    ['REQ-B6N3', 'SABLE', 2, 268, 0, 268, 0, 'Purchase (full)', 268, 'QTE-A3F91C', 2519.2, 23]
    ['REQ-T2C7', 'SABLE', 2, 430, 106.2, 323.8, 0.246976744186047, 'Inventory + Purchase', 323.8, 'QTE-3A9F18', 3804.65, 18]
    ['REQ-F6B8', 'SABLE', 2, 233, 233, 0, 1, 'Inventory (full)', '—', '—', '—', '—']
    ['REQ-L8Q4', 'SABLE', 2, 287, 0, 287, 0, 'Purchase (full)', 287, 'QTE-6D1B84', 1980.3, 2]
    ['REQ-R7W2', 'MERIDIAN', 3, 412, 412, 0, 1, 'Inventory (full)', '—', '—', '—', '—']
    ['REQ-W3F9', 'MERIDIAN', 3, 198, 0, 198, 0, 'Purchase (full)', 198, 'QTE-2F8C41', 1950.3, 36]
    ['REQ-G2J9', 'MERIDIAN', 3, 159, 4.8, 154.2, 0.030188679245283, 'In

    … 4,274 more characters of output in the raw trajectory.

31. 48Workbook is complete and validated. Now the memo.169k

    Workbook is complete and validated. Now the memo.

32. 49user{"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.

33. 50Skill1

    Tool execution only — no assistant text

    Skilldocx

    Arguments

    docx

    Output

    Launching skill: docx
    
    [metadata]
    success: true
    commandName: docx

34. 52Bash180k1

    Tool execution only — no assistant text

    Bashcd /workspace/analysis && npm ls -g docx 2>/dev/null | head -3; node -e "require('docx');console.log('docx ok')" 2>&1 | tail -1 (+description)

    Arguments

    Check docx availability

    cd /workspace/analysis && npm ls -g docx 2>/dev/null | head -3; node -e "require('docx');console.log('docx ok')" 2>&1 | tail -1

    Output

    /bin/bash: line 1: node: command not found
    
    [stdout]
    /bin/bash: line 1: node: command not found
    [metadata]
    noOutputExpected: false

35. 53Bash180k1

    Tool execution only — no assistant text

    Bashwhich npm nodejs node 2>/dev/null; ls /usr/lib/node_modules 2>/dev/null; python3 -c "import docx; print('python-docx', docx.__version__ if hasattr(docx,'__version__') else 'ok')" (+description)

    Arguments

    Check node and python-docx

    which npm nodejs node 2>/dev/null; ls /usr/lib/node_modules 2>/dev/null; python3 -c "import docx; print('python-docx', docx.__version__ if hasattr(docx,'__version__') else 'ok')"

    Output

    python-docx 1.2.0
    
    [stdout]
    python-docx 1.2.0
    [metadata]
    noOutputExpected: false

36. 55Node isn't available; I'll build the memo with python-docx.183k

    Node isn't available; I'll build the memo with python-docx.

37. 56Bash1

    Tool execution only — no assistant text

    Bashcat > /workspace/analysis/build_docx.py <<'PY' from docx import Document from docx.shared import Pt, Inches, RGBColor, Emu from docx.enum.text import WD_ALIGN_PARAGRAPH, WD_BREAK from docx.enum.table import WD_TABLE_ALIGNMENT from docx.enum.section import WD_ORIENT from docx.oxml.ns import qn from docx.oxml import OxmlElement NAVY=RGBColor(0x1F,0x38,0x64); GREY=RGBColor(0x59,0x59,0x59); RED=RGBColor(0xC0,0x00,0x00) CW=Inches(6.5) doc=Document() st=doc.styles['Normal']; st.font.name='Arial'; st.font.size=Pt(10) st.element.rPr.rFonts.set(qn('w:eastAsia'),'Arial') st.

    Arguments

    cat > /workspace/analysis/build_docx.py <<'PY'
    from docx import Document
    from docx.shared import Pt, Inches, RGBColor, Emu
    from docx.enum.text import WD_ALIGN_PARAGRAPH, WD_BREAK
    from docx.enum.table import WD_TABLE_ALIGNMENT
    from docx.enum.section import WD_ORIENT
    from docx.oxml.ns import qn
    from docx.oxml import OxmlElement
    
    NAVY=RGBColor(0x1F,0x38,0x64); GREY=RGBColor(0x59,0x59,0x59); RED=RGBColor(0xC0,0x00,0x00)
    CW=Inches(6.5)
    
    doc=Document()
    st=doc.styles['Normal']; st.font.name='Arial'; st.font.size=Pt(10)
    st.element.rPr.rFonts.set(qn('w:eastAsia'),'Arial')
    st.

    … 5,020 more characters of arguments in the raw trajectory.

    Output

    ok
    
    [stdout]
    ok
    [metadata]
    noOutputExpected: false

38. 58Bash189k1

    Tool execution only — no assistant text

    Bashcat >> /workspace/analysis/build_docx.py <<'PY' # ===================== HEADER ===================== p=doc.add_paragraph(); p.paragraph_format.space_after=Pt(0) r=p.add_run('AEROSTRUCTURE MECHANISMS DIVISION'); r.font.size=Pt(9); r.font.bold=True; r.font.color.rgb=GREY; r.font.name='Arial' para('Material Sourcing Recommendation Memo',18,True,color=NAVY,space_after=2) para('2026 Q3 Door / Hinge Mechanism Build Wave — Certified Door and Hinge Mechanism Assemblies',11,False,True,GREY,space_after=8) rule() hdr=[('To','Sourcing, Production Control and Quality leadership; Progra

    Arguments

    cat >> /workspace/analysis/build_docx.py <<'PY'
    
    # ===================== HEADER =====================
    p=doc.add_paragraph(); p.paragraph_format.space_after=Pt(0)
    r=p.add_run('AEROSTRUCTURE MECHANISMS DIVISION'); r.font.size=Pt(9); r.font.bold=True; r.font.color.rgb=GREY; r.font.name='Arial'
    para('Material Sourcing Recommendation Memo',18,True,color=NAVY,space_after=2)
    para('2026 Q3 Door / Hinge Mechanism Build Wave — Certified Door and Hinge Mechanism Assemblies',11,False,True,GREY,space_after=8)
    rule()
    hdr=[('To','Sourcing, Production Control and Quality leadership; Progra

    … 10,729 more characters of arguments in the raw trajectory.

    Output

    ok
    
    [stdout]
    ok
    [metadata]
    noOutputExpected: false

39. 59Bash194k1

    Tool execution only — no assistant text

    Bashcat >> /workspace/analysis/build_docx.py <<'PY' # ===================== 5 ===================== doc.add_heading('5. Requirements covered from compliant inventory',1) para('Eleven requirements need no purchase action. Each is met from lots that pass every gate, at yield-adjusted usable quantity, after higher-priority claims were satisfied first.',10.5) table(['Req ID','Program','Material callout','Required\n(lb)','Lot(s) applied'], [['REQ-K9P1','RAVEN','4340 / AMS 6415 / Annealed / Bar','615.0','LOT-3E8C71 (416.0), LOT-9A4F37 (199.0)'], ['REQ-X5M3','RAVEN','15-5PH / AMS

    Arguments

    cat >> /workspace/analysis/build_docx.py <<'PY'
    
    # ===================== 5 =====================
    doc.add_heading('5.  Requirements covered from compliant inventory',1)
    para('Eleven requirements need no purchase action. Each is met from lots that pass every gate, at yield-adjusted usable quantity, after higher-priority claims were satisfied first.',10.5)
    table(['Req ID','Program','Material callout','Required\n(lb)','Lot(s) applied'],
     [['REQ-K9P1','RAVEN','4340 / AMS 6415 / Annealed / Bar','615.0','LOT-3E8C71 (416.0), LOT-9A4F37 (199.0)'],
      ['REQ-X5M3','RAVEN','15-5PH / AMS

    … 9,907 more characters of arguments in the raw trajectory.

    Output

    ok
    
    [stdout]
    ok
    [metadata]
    noOutputExpected: false

40. 60Bash201k1

    Tool execution only — no assistant text

    Bashcat >> /workspace/analysis/build_docx.py <<'PY' # ===================== 9 ===================== doc.add_heading('9. Cost, lead-time and schedule tradeoffs',1) doc.add_heading('9.1 What compliance costs on this plan',2) para('$5,403.85 of the $32,307.85 plan — 16.7% — is the premium for rejecting the cheapest non-compliant line on five separate RFQs. The largest single element is 15-5PH AMS 5862 plate, where the Russian line at $8.10/lb is $3.65/lb below the awarded French line. On 681 lb that is $2,485.65. The plate is otherwise identical on paper: same alloy, same spec, sa

    Arguments

    cat >> /workspace/analysis/build_docx.py <<'PY'
    
    # ===================== 9 =====================
    doc.add_heading('9.  Cost, lead-time and schedule tradeoffs',1)
    doc.add_heading('9.1  What compliance costs on this plan',2)
    para('$5,403.85 of the $32,307.85 plan — 16.7% — is the premium for rejecting the cheapest non-compliant line on five separate RFQs. The largest single element is 15-5PH AMS 5862 plate, where the Russian line at $8.10/lb is $3.65/lb below the awarded French line. On 681 lb that is $2,485.65. The plate is otherwise identical on paper: same alloy, same spec, sa

    … 17,235 more characters of arguments in the raw trajectory.

    Output

    saved
    
    [stdout]
    saved
    [metadata]
    noOutputExpected: false

41. 61Bash202k1

    Tool execution only — no assistant text

    Bashcd /workspace/output && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py material_sourcing_recommendation_memo.docx && python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf material_sourcing_recommendation_memo.docx >/dev/null 2>&1; pdfinfo material_sourcing_recommendation_memo.pdf | head -5 (+description)2k chars

    Arguments

    Validate memo and convert to PDF

    cd /workspace/output && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py material_sourcing_recommendation_memo.docx && python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf material_sourcing_recommendation_memo.docx >/dev/null 2>&1; pdfinfo material_sourcing_recommendation_memo.pdf | head -5

    Output

    FAILED - Found NEW validation errors:
      word/document.xml: 2 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...
      word/settings.xml: 1 new error(s)
        - Element '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}zoom': The attribute '{http://schemas.openxmlformats.org/wordprocessingml/2006/main}percent' is required but missing.
    
    Paragraphs: 0 → 682 (+682)
    I/O Error: Couldn't open file 'material_sourcing_recommendation_memo.pdf': No such file or directory.
    
    [stdout]
    FAILED - Found NEW validation error

    … 958 more characters of output in the raw trajectory.

42. 63Bash205k1

    Tool execution only — no assistant text

    Bashcd /workspace/analysis && python3 - <<'PY' import re s=open('build_docx.py').read() s=s.replace('''def borders(tbl,color='BFBFBF',sz=4): tblPr=tbl._tbl.tblPr; b=OxmlElement('w:tblBorders') for e in ('top','left','bottom','right','insideH','insideV'): x=OxmlElement(f'w:{e}'); x.set(qn('w:val'),'single'); x.set(qn('w:sz'),str(sz)); x.set(qn('w:color'),color); b.append(x) tblPr.append(b)''','''TBLPR_AFTER_BORDERS=('w:shd','w:tblLayout','w:tblCellMar','w:tblLook','w:tblCaption','w:tblDescription') def borders(tbl,color='BFBFBF',sz=4): tblPr=tbl._tbl.tbl

    Arguments

    cd /workspace/analysis && python3 - <<'PY'
    import re
    s=open('build_docx.py').read()
    s=s.replace('''def borders(tbl,color='BFBFBF',sz=4):
        tblPr=tbl._tbl.tblPr; b=OxmlElement('w:tblBorders')
        for e in ('top','left','bottom','right','insideH','insideV'):
            x=OxmlElement(f'w:{e}'); x.set(qn('w:val'),'single'); x.set(qn('w:sz'),str(sz)); x.set(qn('w:color'),color); b.append(x)
        tblPr.append(b)''','''TBLPR_AFTER_BORDERS=('w:shd','w:tblLayout','w:tblCellMar','w:tblLook','w:tblCaption','w:tblDescription')
    def borders(tbl,color='BFBFBF',sz=4):
        tblPr=tbl._tbl.tbl

    … 2,105 more characters of arguments in the raw trajectory.

    Output

    Exit code 1
    saved
    Traceback (most recent call last):
      File "/logs/agent/sessions/skills/docx/scripts/office/validate.py", line 111, in <module>
        main()
      File "/logs/agent/sessions/skills/docx/scripts/office/validate.py", line 56, in main
        assert path.exists(), f"Error: {path} does not exist"
               ^^^^^^^^^^^^^
    AssertionError: Error: material_sourcing_recommendation_memo.docx does not exist
    
    [error] tool reported failure

43. 64Bash205k1

    Tool execution only — no assistant text

    Bashpython3 /logs/agent/sessions/skills/docx/scripts/office/validate.py material_sourcing_recommendation_memo.docx (+description)

    Arguments

    Validate memo docx

    python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py material_sourcing_recommendation_memo.docx

    Output

    Paragraphs: 0 → 682 (+682)
    All validations PASSED!
    
    [stdout]
    Paragraphs: 0 → 682 (+682)
    All validations PASSED!
    [metadata]
    noOutputExpected: false

44. 65Bash206k1

    Tool execution only — no assistant text

    Bashpython3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf material_sourcing_recommendation_memo.docx >/dev/null 2>&1; pdfinfo material_sourcing_recommendation_memo.pdf | grep -E "Pages|Page size"; pdftoppm -jpeg -r 85 material_sourcing_recommendation_memo.pdf pg (+description)

    Arguments

    Convert memo to PDF and render pages

    python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf material_sourcing_recommendation_memo.docx >/dev/null 2>&1; pdfinfo material_sourcing_recommendation_memo.pdf | grep -E "Pages|Page size"; pdftoppm -jpeg -r 85 material_sourcing_recommendation_memo.pdf pg

    Output

    Pages:           18
    Page size:       612 x 792 pts (letter)
    
    [stdout]
    Pages:           18
    Page size:       612 x 792 pts (letter)
    [metadata]
    noOutputExpected: false

45. 67Read206k1

    Tool execution only — no assistant text

    Read/workspace/output/pg-01.jpg357k chars

    Arguments

    /workspace/output/pg-01.jpg

    Output

    type: image
    source:
      type: base64
      data: 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

    … 356,235 more characters of output in the raw trajectory.

46. 69Bash207k1

    Tool execution only — no assistant text

    Bashcd /tmp && rm -rf mm && python3 /logs/agent/sessions/skills/docx/scripts/office/unpack.py /workspace/output/material_sourcing_recommendation_memo.docx mm >/dev/null && grep -m3 -A4 '<w:p>' mm/word/document.xml | head -20; echo '--- styles Normal:'; python3 -c " import re s=open('/tmp/mm/word/styles.xml').read() m=re.search(r'<w:docDefaults>.*?</w:docDefaults>',s,re.S); print(m.group()[:900]) "; echo '--- fonts:'; fc-list 2>/dev/null | grep -icE "arial|liberation" ; fc-match Arial 2>/dev/null (+description)2k chars

    Arguments

    Inspect docx fonts and styles

    cd /tmp && rm -rf mm && python3 /logs/agent/sessions/skills/docx/scripts/office/unpack.py /workspace/output/material_sourcing_recommendation_memo.docx mm >/dev/null && grep -m3 -A4 '<w:p>' mm/word/document.xml | head -20; echo '--- styles Normal:'; python3 -c "
    import re
    s=open('/tmp/mm/word/styles.xml').read()
    m=re.search(r'<w:docDefaults>.*?</w:docDefaults>',s,re.S); print(m.group()[:900])
    "; echo '--- fonts:'; fc-list 2>/dev/null | grep -icE "arial|liberation" ; fc-match Arial 2>/dev/null

    Output

    <w:p>
          <w:pPr>
            <w:spacing w:after="0"/>
          </w:pPr>
          <w:r>
    --
        <w:p>
          <w:pPr>
            <w:spacing w:after="40" w:before="0"/>
          </w:pPr>
          <w:r>
    --
        <w:p>
          <w:pPr>
            <w:spacing w:after="160" w:before="0"/>
          </w:pPr>
          <w:r>
    --- styles Normal:
    <w:docDefaults>
        <w:rPrDefault>
          <w:rPr>
            <w:rFonts w:asciiTheme="minorHAnsi" w:eastAsiaTheme="minorEastAsia" w:hAnsiTheme="minorHAnsi" w:cstheme="minorBidi"/>
            <w:sz w:val="22"/>
            <w:szCs w:val="22"/>
            <w:lang w:val="en-US" w:eastAsia="en-US" w:bidi="ar-SA"/>
          </w:rPr>
        </w:rPrDefault>
        <w:pPrDefault>
          <w:pPr>
            <w:spacing w:after="200" w:line="276" w:lineRule="auto"/>
          </w:pPr>
        </w:pPrDefault>
      </w:docDefaults>
    --- fonts:
    0
    DejaVuSans.ttf: "DejaVu Sans" "Book"
    Shell cwd was reset to /workspace
    
    [stdout]
        <w:p>
          <w:pPr>
            <w:spacing w:after="0"/>
          </w:pPr>
          <w:r>
    --
        <w:p>
          <w:pPr>
            

    … 804 more characters of output in the raw trajectory.

47. 71Bash208k1

    Tool execution only — no assistant text

    Bashgrep -c 'w:ascii="Arial"' /tmp/mm/word/document.xml; grep -m2 -B2 -A6 '<w:rPr>' /tmp/mm/word/document.xml | head -24; echo "--- Normal style:"; python3 -c " import re;s=open('/tmp/mm/word/styles.xml').read() for m in re.finditer(r'<w:style [^>]*w:styleId=\"(Normal|Heading1|ListBullet|ListNumber)\".*?</w:style>',s,re.S): print(m.group()[:420],'\n') " (+description)4k chars

    Arguments

    Check Arial run properties in document XML

    grep -c 'w:ascii="Arial"' /tmp/mm/word/document.xml; grep -m2 -B2 -A6 '<w:rPr>' /tmp/mm/word/document.xml | head -24; echo "--- Normal style:"; python3 -c "
    import re;s=open('/tmp/mm/word/styles.xml').read()
    for m in re.finditer(r'<w:style [^>]*w:styleId=\"(Normal|Heading1|ListBullet|ListNumber)\".*?</w:style>',s,re.S): print(m.group()[:420],'\n')
    "

    Output

    676
          </w:pPr>
          <w:r>
            <w:rPr>
              <w:rFonts w:ascii="Arial" w:hAnsi="Arial"/>
              <w:b/>
              <w:color w:val="595959"/>
              <w:sz w:val="18"/>
            </w:rPr>
            <w:t>AEROSTRUCTURE MECHANISMS DIVISION</w:t>
    --
          </w:pPr>
          <w:r>
            <w:rPr>
              <w:rFonts w:ascii="Arial" w:hAnsi="Arial"/>
              <w:b/>
              <w:i w:val="0"/>
              <w:color w:val="1F3864"/>
              <w:sz w:val="36"/>
            </w:rPr>
    --- Normal style:
    <w:style w:type="paragraph" w:default="1" w:styleId="Normal">
        <w:name w:val="Normal"/>
        <w:qFormat/>
        <w:rsid w:val="00FC693F"/>
        <w:pPr>
          <w:spacing w:after="120" w:line="254" w:lineRule="auto"/>
        </w:pPr>
        <w:rPr>
          <w:rFonts w:ascii="Arial" w:hAnsi="Arial" w:eastAsia="Arial"/>
          <w:sz w:val="20"/>
        </w:rPr>
      </w:style> 
    
    <w:style w:type="paragraph" w:styleId="Heading1">
        <w:name w:val="heading 1"/>
        <w:basedOn w:val="Normal"/>
        <w:next w:val="Normal"/

    … 2,948 more characters of output in the raw trajectory.

48. 73Read210k1

    Tool execution only — no assistant text

    Read/workspace/output/pg-03.jpg290k chars

    Arguments

    /workspace/output/pg-03.jpg

    Output

    type: image
    source:
      type: base64
      data: 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

    … 289,419 more characters of output in the raw trajectory.

49. 75The table column widths aren't binding — I need to set the table grid explicitly.213k

    The table column widths aren't binding — I need to set the table grid explicitly.

50. 76Bash1

    Tool execution only — no assistant text

    Bashcd /workspace/analysis && python3 - <<'PY' s=open('build_docx.py').read() s=s.replace("""def table(headers,rows,widths,""","""def set_widths(tbl,widths,total=9360): tot=sum(widths); dxa=[int(total*w/tot) for w in widths]; dxa[-1]=total-sum(dxa[:-1]) tblPr=tbl._tbl.tblPr w=tblPr.find(qn('w:tblW')) if w is None: w=OxmlElement('w:tblW') tblPr.insert_element_before(w,'w:jc','w:tblCellSpacing','w:tblInd','w:tblBorders','w:shd','w:tblLayout','w:tblCellMar','w:tblLook','w:tblCaption','w:tblDescription') w.set(qn('w:w'),str(total)); w.s

    Arguments

    cd /workspace/analysis && python3 - <<'PY'
    s=open('build_docx.py').read()
    s=s.replace("""def table(headers,rows,widths,""","""def set_widths(tbl,widths,total=9360):
        tot=sum(widths); dxa=[int(total*w/tot) for w in widths]; dxa[-1]=total-sum(dxa[:-1])
        tblPr=tbl._tbl.tblPr
        w=tblPr.find(qn('w:tblW'))
        if w is None:
            w=OxmlElement('w:tblW')
            tblPr.insert_element_before(w,'w:jc','w:tblCellSpacing','w:tblInd','w:tblBorders','w:shd','w:tblLayout','w:tblCellMar','w:tblLook','w:tblCaption','w:tblDescription')
        w.set(qn('w:w'),str(total)); w.s

    … 1,372 more characters of arguments in the raw trajectory.

    Output

    saved
    
    Paragraphs: 0 → 682 (+682)
    All validations PASSED!
    Pages:           13
    
    [stdout]
    saved
    
    Paragraphs: 0 → 682 (+682)
    All validations PASSED!
    Pages:           13
    [metadata]
    noOutputExpected: false

51. 77Read213k1

    Tool execution only — no assistant text

    Read/workspace/output/pg-03.jpg345k chars

    Arguments

    /workspace/output/pg-03.jpg

    Output

    type: image
    source:
      type: base64
      data: 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

    … 343,571 more characters of output in the raw trajectory.

52. 79Read215k1

    Tool execution only — no assistant text

    Read/workspace/output/pg-05.jpg375k chars

    Arguments

    /workspace/output/pg-05.jpg

    Output

    type: image
    source:
      type: base64
      data: 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

    … 373,955 more characters of output in the raw trajectory.

53. 81Read216k1

    Tool execution only — no assistant text

    Read/workspace/output/pg-07.jpg271k chars

    Arguments

    /workspace/output/pg-07.jpg

    Output

    type: image
    source:
      type: base64
      data: 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

    … 269,867 more characters of output in the raw trajectory.

54. 83Read217k1

    Tool execution only — no assistant text

    Read/workspace/output/pg-09.jpg273k chars

    Arguments

    /workspace/output/pg-09.jpg

    Output

    type: image
    source:
      type: base64
      data: 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

    … 271,667 more characters of output in the raw trajectory.

55. 85Read219k1

    Tool execution only — no assistant text

    Read/workspace/output/pg-10.jpg356k chars

    Arguments

    /workspace/output/pg-10.jpg

    Output

    type: image
    source:
      type: base64
      data: 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

    … 355,395 more characters of output in the raw trajectory.

56. 87Bash223k1

    Tool execution only — no assistant text

    Bashcd /workspace/analysis && python3 - <<'PY' s=open('build_docx.py').read() # --- table(): add merges support, run set_widths before merging s=s.replace("def table(headers,rows,widths,fontsize=8.5,hdrfill='1F3864',zebra=True,align_right=(),shades=None):", "def table(headers,rows,widths,fontsize=8.5,hdrfill='1F3864',zebra=True,align_right=(),shades=None,merges=None):") s=s.replace(""" set_widths(t,widths) doc.add_paragraph().paragraph_format.space_after=Pt(2) return t""",""" set_widths(t,widths) if merges: for ri,c0,c1 in m

    Arguments

    cd /workspace/analysis && python3 - <<'PY'
    s=open('build_docx.py').read()
    
    # --- table(): add merges support, run set_widths before merging
    s=s.replace("def table(headers,rows,widths,fontsize=8.5,hdrfill='1F3864',zebra=True,align_right=(),shades=None):",
                "def table(headers,rows,widths,fontsize=8.5,hdrfill='1F3864',zebra=True,align_right=(),shades=None,merges=None):")
    s=s.replace("""    set_widths(t,widths)
        doc.add_paragraph().paragraph_format.space_after=Pt(2)
        return t""","""    set_widths(t,widths)
        if merges:
            for ri,c0,c1 in m

    … 2,113 more characters of arguments in the raw trajectory.

    Output

    patched 4
    
    [stdout]
    patched 4
    [metadata]
    noOutputExpected: false

57. 88Bash224k1

    Tool execution only — no assistant text

    Bashpython3 - <<'PY' s=open('build_docx.py').read() old_start="table(['Program','Rank','Customer / rule','Build\\nstart','Reqs','From stock\\n(lb)','To buy\\n(lb)','Spend ($)','Position']," i=s.index(old_start) j=s.index("para('Spend shown is the cost of the pounds charged to each program.",i) new="""table(['Program','Rank','Customer / rule','Reqs','From stock\\n(lb)','To buy\\n(lb)','Spend ($)','Position'], [['RAVEN','1','Lockmar / DFARS','4','1,525.6','501.4','5,557.96','**Most exposed. Two sole-source buys with the earliest act-by dates in the cycle, and 950.

    Arguments

    python3 - <<'PY'
    s=open('build_docx.py').read()
    old_start="table(['Program','Rank','Customer / rule','Build\\nstart','Reqs','From stock\\n(lb)','To buy\\n(lb)','Spend ($)','Position'],"
    i=s.index(old_start)
    j=s.index("para('Spend shown is the cost of the pounds charged to each program.",i)
    new="""table(['Program','Rank','Customer / rule','Reqs','From stock\\n(lb)','To buy\\n(lb)','Spend ($)','Position'],
     [['RAVEN','1','Lockmar / DFARS','4','1,525.6','501.4','5,557.96','**Most exposed. Two sole-source buys with the earliest act-by dates in the cycle, and 950.

    … 2,362 more characters of arguments in the raw trajectory.

    Output

    saved
    
    Paragraphs: 0 → 664 (+664)
    All validations PASSED!
    Pages:           13
    
    [stdout]
    saved
    
    Paragraphs: 0 → 664 (+664)
    All validations PASSED!
    Pages:           13
    [metadata]
    noOutputExpected: false

58. 89Read224k1

    Tool execution only — no assistant text

    Read/workspace/output/pg-09.jpg311k chars

    Arguments

    /workspace/output/pg-09.jpg

    Output

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

    … 309,795 more characters of output in the raw trajectory.

59. 91Bash228k1

    Tool execution only — no assistant text

    Bashcd /workspace/analysis && python3 - <<'PY' s=open('build_docx.py').read() for a,b in [ (" [8,29,19,8,7,11,20,12],align_right=(3,4,5)"," [8,27,18,8,8,12,19,13],align_right=(3,4,5)"), (" [10,13,35,10,32],align_right=(3,)"," [12,13,33,10,32],align_right=(3,)"), (" [13,24,9,33,24],align_right=(2,)"," [14,24,9,32,24],align_right=(2,)"), (" [13,18,13,7,38,11],align_right=(3,5)"," [14,18,13,7,37,11],align_right=(3,5)"), (" [11,5,15,5,9,8,10,37],align_right=(3,4,5,6)"," [13,6,15,7,9,8,11,31],align_right=(3,4,5,6)"), (" [9,11,32,33,14,12],shades="," [9,11k chars

    Arguments

    cd /workspace/analysis && python3 - <<'PY'
    s=open('build_docx.py').read()
    for a,b in [
     (" [8,29,19,8,7,11,20,12],align_right=(3,4,5)"," [8,27,18,8,8,12,19,13],align_right=(3,4,5)"),
     (" [10,13,35,10,32],align_right=(3,)"," [12,13,33,10,32],align_right=(3,)"),
     (" [13,24,9,33,24],align_right=(2,)"," [14,24,9,32,24],align_right=(2,)"),
     (" [13,18,13,7,38,11],align_right=(3,5)"," [14,18,13,7,37,11],align_right=(3,5)"),
     (" [11,5,15,5,9,8,10,37],align_right=(3,4,5,6)"," [13,6,15,7,9,8,11,31],align_right=(3,4,5,6)"),
     (" [9,11,32,33,14,12],shades="," [9,1

    … 636 more characters of arguments in the raw trajectory.

    Output

    saved
    Traceback (most recent call last):
      File "/logs/agent/sessions/skills/docx/scripts/office/validate.py", line 111, in <module>
        main()
      File "/logs/agent/sessions/skills/docx/scripts/office/validate.py", line 56, in main
        assert path.exists(), f"Error: {path} does not exist"
               ^^^^^^^^^^^^^
    AssertionError: Error: material_sourcing_recommendation_memo.docx does not exist
    I/O Error: Couldn't open file 'material_sourcing_recommendation_memo.pdf': No such file or directory.
    I/O Error: Couldn't open file 'material_sourcing_recommendation_memo.pdf': No such file or directory.
    ls: cannot access 'pg-*.jpg': No such file or directory
    0
    
    [stdout]
    saved
    Traceback (most recent call last):
      File "/logs/agent/sessions/skills/docx/scripts/office/validate.py", line 111, in <module>
        main()
      File "/logs/agent/sessions/skills/docx/scripts/office/validate.py", line 56, in main
        assert path.exists(), f"Error: {path} does not exist"
               ^^^^^^^^^^^^^
    AssertionError: Err

    … 362 more characters of output in the raw trajectory.

60. 92Bash229k1

    Tool execution only — no assistant text

    Bashcd /workspace/output && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py material_sourcing_recommendation_memo.docx && rm -f pg-*.jpg *.pdf && python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf material_sourcing_recommendation_memo.docx >/dev/null 2>&1; pdfinfo material_sourcing_recommendation_memo.pdf|grep Pages; pdftoppm -jpeg -r 85 material_sourcing_recommendation_memo.pdf pg (+description)

    Arguments

    Validate and render memo from output dir

    cd /workspace/output && python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py material_sourcing_recommendation_memo.docx && rm -f pg-*.jpg *.pdf && python3 /logs/agent/sessions/skills/docx/scripts/office/soffice.py --headless --convert-to pdf material_sourcing_recommendation_memo.docx >/dev/null 2>&1; pdfinfo material_sourcing_recommendation_memo.pdf|grep Pages; pdftoppm -jpeg -r 85 material_sourcing_recommendation_memo.pdf pg

    Output

    Paragraphs: 0 → 664 (+664)
    All validations PASSED!
    Pages:           13
    
    [stdout]
    Paragraphs: 0 → 664 (+664)
    All validations PASSED!
    Pages:           13
    [metadata]
    noOutputExpected: false

61. 93Read229k1

    Tool execution only — no assistant text

    Read/workspace/output/pg-02.jpg391k chars

    Arguments

    /workspace/output/pg-02.jpg

    Output

    type: image
    source:
      type: base64
      data: 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

    … 389,619 more characters of output in the raw trajectory.

62. 94Read230k1

    Tool execution only — no assistant text

    Read/workspace/output/pg-04.jpg348k chars

    Arguments

    /workspace/output/pg-04.jpg

    Output

    type: image
    source:
      type: base64
      data: 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

    … 346,723 more characters of output in the raw trajectory.

63. 96Read231k1

    Tool execution only — no assistant text

    Read/workspace/output/pg-11.jpg329k chars

    Arguments

    /workspace/output/pg-11.jpg

    Output

    type: image
    source:
      type: base64
      data: 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

    … 328,123 more characters of output in the raw trajectory.

64. 97Read232k1

    Tool execution only — no assistant text

    Read/workspace/output/pg-13.jpg114k chars

    Arguments

    /workspace/output/pg-13.jpg

    Output

    type: image
    source:
      type: base64
      data: 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

    … 113,450 more characters of output in the raw trajectory.

65. 99Bash234k1

    Tool execution only — no assistant text

    Bashrm -f pg-*.jpg material_sourcing_recommendation_memo.pdf && python3 -c " import openpyxl wb=openpyxl.load_workbook('material_sourcing_analysis_workbook.xlsx',data_only=True) for n in wb.sheetnames: ws=wb[n]; print(f'{n:28s} rows={ws.max_row:3d} cols={ws.max_column:3d}') ws=wb['Allocation Decisions'] print() for r in range(5,12): print([ws.cell(row=r,column=c).value for c in (1,2,3,4,5,7,9,10,11,12)]) print() ws=wb['Yield & Qty Analysis'] for r in (5,6,10,18): print([ws.cell(row=r,column=c).value for c in (1,3,7,8,9,10,11,12)]) " && ls -la (+description)3k chars

    Arguments

    Final work

    rm -f pg-*.jpg material_sourcing_recommendation_memo.pdf && python3 -c "
    import openpyxl
    wb=openpyxl.load_workbook('material_sourcing_analysis_workbook.xlsx',data_only=True)
    for n in wb.sheetnames:
        ws=wb[n]; print(f'{n:28s} rows={ws.max_row:3d} cols={ws.max_column:3d}')
    ws=wb['Allocation Decisions']
    print()
    for r in range(5,12): print([ws.cell(row=r,column=c).value for c in (1,2,3,4,5,7,9,10,11,12)])
    print()
    ws=wb['Yield & Qty Analysis']
    for r in (5,6,10,18): print([ws.cell(row=r,column=c).value for c in (1,3,7,8,9,10,11,12)])
    " && ls -la

    … 31 more characters of arguments in the raw trajectory.

    Output

    Executive Summary            rows= 34 cols=  6
    Read Me & Basis              rows= 41 cols=  8
    Requirement Coverage         rows= 31 cols= 27
    Inventory Lot Usability      rows= 29 cols= 29
    Quote Feasibility            rows= 37 cols= 29
    Allocation Decisions         rows= 30 cols= 13
    Yield & Qty Analysis         rows= 18 cols= 15
    At-Risk & Escalations        rows= 18 cols= 10
    Alternatives Considered      rows= 28 cols=  9
    Sourcing Action Plan         rows= 25 cols= 22
    
    ['300M / AMS 6419 / Annealed / Bar', 214.6, 0, 'No — surplus', 'REQ-C9T1', 1, 176, 0, 214.6, 176]
    ['4340 / AMS 6415 / Annealed / Bar', 660, 592.8, 'Yes — priority split', 'REQ-K9P1', 1, 615, 615, 45, 0]
    [None, None, None, None, 'REQ-H7D5', 6, 205, 45, 0, 160]
    ['7075 / AMS-QQ-A-250/12 / T7351 / Plate', 1252.6, 0, 'No — surplus', 'REQ-H4A2', 1, 842, 516.6, 736, 325.4]
    [None, None, None, None, 'REQ-B6N3', 2, 268, 0, 736, 268]
    ['15-5PH / AMS 5862 / Cond A / Plate', 500.2, 2080.8, 'Yes — priority split', 'REQ-X5M3', 1, 394, 394,

    … 2,366 more characters of output in the raw trajectory.

66. 101Two workbook columns treat origin-stranded lots as eligible. Let me fix that so the sheets match the memo's bridge.242k

    Two workbook columns treat origin-stranded lots as eligible. Let me fix that so the sheets match the memo's bridge.

67. 102Bash1

    Tool execution only — no assistant text

    Bashcd /workspace/analysis && python3 - <<'PY' s=open('build_xlsx.py').read() # ---- helper: origin usability of a lot for a callout group s=s.replace("""ABASIS={""","""def grp_origin_ok(lid,grp): melt=lotgate[lid]['src']['Melt Country'] return any(originok(melt,PROG[q['Program ID']][3]) for q in grp) ABASIS={""") # ---- Allocation Decisions: pool must exclude origin-stranded lots s=s.replace(""" elig=[x for x in LOT if key(x)==k and not lotgate[x['Lot ID']]['fails']] blocked=[x for x in LOT if key(x)==k and lotgate[x['Lot ID']]['fails']]

    Arguments

    cd /workspace/analysis && python3 - <<'PY'
    s=open('build_xlsx.py').read()
    
    # ---- helper: origin usability of a lot for a callout group
    s=s.replace("""ABASIS={""","""def grp_origin_ok(lid,grp):
        melt=lotgate[lid]['src']['Melt Country']
        return any(originok(melt,PROG[q['Program ID']][3]) for q in grp)
    
    ABASIS={""")
    
    # ---- Allocation Decisions: pool must exclude origin-stranded lots
    s=s.replace("""    elig=[x for x in LOT if key(x)==k and not lotgate[x['Lot ID']]['fails']]
        blocked=[x for x in LOT if key(x)==k and lotgate[x['Lot ID']]['fails']]
    

    … 7,181 more characters of arguments in the raw trajectory.

    Output

    ok
    saved
    {
      "status": "success",
      "total_errors": 0,
      "error_summary": {},
      "total_formulas": 407
    }
    
    [stdout]
    ok
    saved
    {
      "status": "success",
      "total_errors": 0,
      "error_summary": {},
      "total_formulas": 407
    }
    [metadata]
    noOutputExpected: false

68. 103Bash243k1

    Tool execution only — no assistant text

    Bashcd /workspace/output && python3 -c " import openpyxl wb=openpyxl.load_workbook('material_sourcing_analysis_workbook.xlsx',data_only=True) ws=wb['Yield & Qty Analysis'] print('YIELD SHEET') for r in range(5,19): print([ws.cell(row=r,column=c).value for c in (1,7,8,9,10,11,12,13,14)]) print() ws=wb['Allocation Decisions'] print('ALLOCATION (pool / blocked / contested)') seen=set() for r in range(5,31): v=[ws.cell(row=r,column=c).value for c in (1,2,3,4)] if v[0]: print(v) print() ws=wb['Executive Summary'] for r in (13,14,15,16,17): print([ws.cell(row=r,c5k chars

    Arguments

    cd /workspace/output && python3 -c "
    import openpyxl
    wb=openpyxl.load_workbook('material_sourcing_analysis_workbook.xlsx',data_only=True)
    ws=wb['Yield & Qty Analysis']
    print('YIELD SHEET')
    for r in range(5,19):
        print([ws.cell(row=r,column=c).value for c in (1,7,8,9,10,11,12,13,14)])
    print()
    ws=wb['Allocation Decisions']
    print('ALLOCATION (pool / blocked / contested)')
    seen=set()
    for r in range(5,31):
        v=[ws.cell(row=r,column=c).value for c in (1,2,3,4)]
        if v[0]: print(v)
    print()
    ws=wb['Executive Summary']
    for r in (13,14,15,16,17): print([ws.cell(row=r,c

    … 93 more characters of arguments in the raw trajectory.

    Output

    YIELD SHEET
    ['300M / AMS 6419 / Annealed / Bar', 214.6, 0, 214.6, 0, 176, 0, 176, 0]
    ['4340 / AMS 6415 / Annealed / Bar', 1252.8, 592.8, 0, 660, 820, 660, 160, 0]
    ['7075 / AMS-QQ-A-250/12 / T7351 / Plate', 1252.6, 0, 736, 516.6, 1110, 516.6, 593.4, 0]
    ['15-5PH / AMS 5862 / Cond A / Plate', 2581, 2080.8, 0, 500.2, 1181, 500.2, 680.8, 0]
    ['6061 / AMS 4117 / T651 / Bar', 237.8, 0, 0, 237.8, 392, 237.8, 154.2, 0]
    ['4340 / AMS 6359 / Norm / Plate', 0, 0, 0, 0, 676, 0, 676, 0]
    ['7075 / AMS-QQ-A-250/12 / T651 / Plate', 1174.5, 588, 0, 586.5, 656, 586.5, 69.5, 0]
    ['15-5PH / AMS 5659 / H1025 / Bar', 252, 0, 0, 252, 345, 147, 198, 105]
    ['2024 / AMS-QQ-A-200/3 / T3511 / Extrusion', 323.9, 0, 0, 323.9, 560, 323.9, 236.1, 0]
    ['6061 / AMS-QQ-A-250/11 / T651 / Plate', 2961.2, 653.6, 0, 2307.6, 1571, 1571, 0, 736.6]
    ['17-4PH / AMS 5604 / H1075 / Bar', 501.5, 212.5, 0, 289, 446, 289, 157, 0]
    ['7075 / AMS-QQ-A-200/11 / T6511 / Extrusion', 724.25, 0, 0, 724.25, 726, 724.25, 1.75, 0]
    ['2024 / AMS-QQ-A-250

    … 4,026 more characters of output in the raw trajectory.

69. 105Bash247k1

    Tool execution only — no assistant text

    Bashcd /workspace/analysis && python3 - <<'PY' s=open('build_docx.py').read() a="Second, the shortages in this cycle are mostly not quantity shortages. Only two callouts — 2024 T3511 extrusion and 6061 AMS 4117 bar — are short on pure arithmetic. The rest are short because material that exists is not usable." b="Second, the shortages in this cycle are mostly not quantity shortages. Only three callouts are short on pure arithmetic — 2024 T3511 extrusion, 6061 AMS 4117 bar, and 7075 T6511 extrusion by 1.75 lb — and one, 4340 AMS 6359 plate, has no inventory of any kind. Every other

    Arguments

    cd /workspace/analysis && python3 - <<'PY'
    s=open('build_docx.py').read()
    a="Second, the shortages in this cycle are mostly not quantity shortages. Only two callouts — 2024 T3511 extrusion and 6061 AMS 4117 bar — are short on pure arithmetic. The rest are short because material that exists is not usable."
    b="Second, the shortages in this cycle are mostly not quantity shortages. Only three callouts are short on pure arithmetic — 2024 T3511 extrusion, 6061 AMS 4117 bar, and 7075 T6511 extrusion by 1.75 lb — and one, 4340 AMS 6359 plate, has no inventory of any kind. Every other

    … 1,304 more characters of arguments in the raw trajectory.

    Output

    Exit code 1
    ok
    saved
    Traceback (most recent call last):
      File "/logs/agent/sessions/skills/docx/scripts/office/validate.py", line 111, in <module>
        main()
      File "/logs/agent/sessions/skills/docx/scripts/office/validate.py", line 56, in main
        assert path.exists(), f"Error: {path} does not exist"
               ^^^^^^^^^^^^^
    AssertionError: Error: material_sourcing_recommendation_memo.docx does not exist
    
    [error] tool reported failure

70. 106Bash248k1

    Tool execution only — no assistant text

    Bashpython3 /logs/agent/sessions/skills/docx/scripts/office/validate.py material_sourcing_recommendation_memo.docx && python3 -c " import docx d=docx.Document('material_sourcing_recommendation_memo.docx') print('paragraphs',len(d.paragraphs),'tables',len(d.tables)) print([p.text for p in d.paragraphs if p.style.name.startswith('Heading 1')]) " && ls -la (+description)2k chars

    Arguments

    Final validation and file listing

    python3 /logs/agent/sessions/skills/docx/scripts/office/validate.py material_sourcing_recommendation_memo.docx && python3 -c "
    import docx
    d=docx.Document('material_sourcing_recommendation_memo.docx')
    print('paragraphs',len(d.paragraphs),'tables',len(d.tables))
    print([p.text for p in d.paragraphs if p.style.name.startswith('Heading 1')])
    " && ls -la

    Output

    Paragraphs: 0 → 664 (+664)
    All validations PASSED!
    paragraphs 94 tables 10
    ['1.  Recommendation in brief', '2.  Basis of analysis, and one caveat on dating', '3.  What the inventory actually covers', '4.  Recommended purchase actions', '5.  Requirements covered from compliant inventory', '6.  Allocation decisions where programs competed', '7.  Material that is on hand and cannot be used', '8.  Quotes that must not be acted on', '9.  Cost, lead-time and schedule tradeoffs', '10.  Program-by-program position', '11.  Required escalations', '12.  Decisions requested', 'Appendix A  ·  Decision rules applied', 'Appendix B  ·  Limits of this analysis']
    total 144
    drwxr-xr-x 1 root root  4096 Aug 20 18:12 .
    drwxr-xr-x 1 root root  4096 Aug 20 17:44 ..
    -rw-r--r-- 1 root root 72844 Aug 20 18:12 material_sourcing_analysis_workbook.xlsx
    -rw-r--r-- 1 root root 57712 Aug 20 18:12 material_sourcing_recommendation_memo.docx
    
    [stdout]
    Paragraphs: 0 → 664 (+664)
    All validations PASSED!
    paragraphs 94 tabl

    … 890 more characters of output in the raw trajectory.

71. 107Both deliverables are in /workspace/output/. What the analysis found Physical availability is roughly double real availa…249k

    Both deliverables are in /workspace/output/.

    What the analysis found

    Physical availability is roughly double real availability. Of 15,805 lb on the racks, 11,862 lb survives prior allocation and yield loss, but only 6,784 lb clears the compliance gates, and 5,857 lb reaches an open requirement. Eleven of 26 requirements are covered from stock; fifteen need purchase. Twelve POs totalling $32,307.85 close every gap.

    Compliance, not price, is the binding constraint. Eight of 32 quote lines are not actionable — seven fail a gate (3 China/Russia melt vs DFARS or CUST-EU, 1 Not-Approved source, 1 Conditional source, 1 spec-family approval, 1 C-of-C certification) and one docks after need-by. Seven of those eight are the cheapest and/or fastest line on their own RFQ. Rejecting them costs $5,403.85 (16.7% of plan value).

    Three critical items:

    • PO-02 (Cascade, 594 lb 7075-T7351, $5,583.60) is the only quote that docks before the RAVEN need-by — Great Lakes docks 4 days late, Hangzhou is China melt. No fallback. Act by 2026-07-14.
    • PO-01 (Brunderman, 176 lb 300M, $2,499.20) is sole-source; the only 300M on hand is China melt against DFARS. Act by 2026-07-06 — earliest binding date in the cycle.
    • LOT-B3E7C0 holds 979.4 lb of qualifying French 15-5PH plate under an MRB hold. Clearing it eliminates PO-03 ($8,001.75).

    Total avoidable spend if the MRB hold, one receiving-inspection hold, and two mill-test-report recoveries land: $13,256.95 (41% of the plan).

    Substitutions explicitly refused: 1,174.5 lb of 7075-T651 plate cannot fill the -T7351 shortfall (ENG-MSP §4, no exceptions), and 1,252.8 lb of AMS 6415 bar cannot fill the AMS 6359 plate callouts.

    Two judgment calls flagged rather than buried

    1. Dating. The packet is internally dated to a cycle closing 2026-06-19/20, so all arithmetic is anchored to 2026-06-20. Today's system date is 2026-08-20 — if the review is genuinely being run now, every quote has lapsed and

    … 898 more characters in the raw trajectory.