task_111Manufacturing

Arguments

title

Research and Analysis of Sourcing Packet

strategic_intent

Research the material sourcing files to understand the requirements, inventory, supplier quotes, substitutions, and program priorities.

summary

Starting the material sourcing review for an aerospace manufacturer. We will analyze the data files (xlsx, pdf, docx) to understand demand, inventory, approved sources, supplier quotes, substitution rules, and program priorities. Then we will formulate a sourcing plan and generate the required memo (docx) and workbook (xlsx) in /workspace/output/.

Output

Current topic: "Research and Analysis of Sourcing Packet"
Topic summary: Starting the material sourcing review for an aerospace manufacturer. We will analyze the data files (xlsx, pdf, docx) to understand demand, inventory, approved sources, supplier quotes, substitution rules, and program priorities. Then we will formulate a sourcing plan and generate the required memo (docx) and workbook (xlsx) in /workspace/output/.

Strategic Intent: Research the material sourcing files to understand the requirements, inventory, supplier quotes, substitutions, and program priorities.

Arguments

xlsx

Output

<activated_skill name="xlsx">
  <instructions>
    # Requirements for Outputs

## All Excel files

### Professional Font
- Use a consistent, professional font (e.g., Arial, Times New Roman) for all deliverables unless otherwise instructed by the user

### Zero Formula Errors
- Every Excel model MUST be delivered with ZERO formula errors (#REF!, #DIV/0!, #VALUE!, #N/A, #NAME?)

### Preserve Existing Templates (when updating templates)
- Study and EXACTLY match existing format, style, and conventions when modifying files
- Never impose standardized formatting on files with established patterns
- Existing template conventions ALWAYS override these guidelines

## Financial models

### Color Coding Standards
Unless otherwise stated by the user or existing template

#### Industry-Standard Color Conventions
- **Blue text (RGB: 0,0,255)**: Hardcoded inputs, and numbers users will change for scenarios
- **Black text (RGB: 0,0,0)**: ALL formulas and calculations
- **Green text (RGB: 0,128,0)**: 

… 11,871 more characters of output in the raw trajectory.

Arguments

Inspect sheet structures of Excel data files

python3 -c "
import pandas as pd
import openpyxl
import os

files = [
    'approved_material_source_list.xlsx',
    'inventory_lot_cert_snapshot.xlsx',
    'material_demand_forecast.xlsx',
    'supplier_quote_leadtime_matrix.xlsx'
]

for f in files:
    path = os.path.join('/workspace/data', f)
    wb = openpyxl.load_workbook(path, read_only=True)
    print(f'*** File: {f} ***')
    print('Sheets:', wb.sheetnames)
    for name in wb.sheetnames:
        df = pd.read_excel(path, sheet_name=name)

… 176 more characters of arguments in the raw trajectory.

Output

<untrusted_context>
Output: *** File: approved_material_source_list.xlsx ***
Sheets: ['Source List', 'README']
  Sheet: Source List, Shape: (12, 9)
  Columns: ['Source ID', 'Source Name', 'Source Type', 'Approved Spec Families', 'Melt Country', 'Origin Qualifying Status', 'Approval Status', 'Approval Expiry', 'Note']
  Head:
    Source ID  ...                                   Note
0  SRC-9F2A41  ...           Aluminum plate/extrusion/bar
1  SRC-3B7C19  ...  PH stainless; qualifying country (FR)

[2 rows x 9 columns]
----------------------------------------
  Sheet: README, Shape: (13, 1)
  Columns: ['Approved Material Source List (AMSL)']
  Head:
                Approved Material Source List (AMSL)
0                                                NaN
1  Controlled document QE-AMSL Rev N. Effective 2...
----------------------------------------
*** File: inventory_lot_cert_snapshot.xlsx ***
Sheets: ['Lot Snapshot', 'README']
  Sheet: Lot Snapshot, Shape: (24, 17)
  Columns: ['Lot ID', '

… 2,885 more characters of output in the raw trajectory.

Arguments

pdf

Output

<activated_skill name="pdf">
  <instructions>
    # PDF Processing Guide

## Overview

This guide covers essential PDF processing operations using Python libraries and command-line tools. For advanced features, JavaScript libraries, and detailed examples, see REFERENCE.md. If you need to fill out a PDF form, read FORMS.md and follow its instructions.

## Quick Start

```python
from pypdf import PdfReader, PdfWriter

# Read a PDF
reader = PdfReader("document.pdf")
print(f"Pages: {len(reader.pages)}")

# Extract text
text = ""
for page in reader.pages:
    text += page.extract_text()
```

## Python Libraries

### pypdf - Basic Operations

#### Merge PDFs
```python
from pypdf import PdfWriter, PdfReader

writer = PdfWriter()
for pdf_file in ["doc1.pdf", "doc2.pdf", "doc3.pdf"]:
    reader = PdfReader(pdf_file)
    for page in reader.pages:
        writer.add_page(page)

with open("merged.pdf", "wb") as output:
    writer.write(output)
```

#### Split PDF
```python
reader = PdfReader("inpu

… 7,070 more characters of output in the raw trajectory.

Arguments

docx

Output

<activated_skill name="docx">
  <instructions>
    # DOCX creation, editing, and analysis

## Overview

A .docx file is a ZIP archive containing XML files.

## Quick Reference

| Task | Approach |
|------|----------|
| Read/analyze content | `pandoc` or unpack for raw XML |
| Create new document | Use `docx-js` - see Creating New Documents below |
| Edit existing document | Unpack → edit XML → repack - see Editing Existing Documents below |

### Converting .doc to .docx

Legacy `.doc` files must be converted before editing:

```bash
python scripts/office/soffice.py --headless --convert-to docx document.doc
```

### Reading Content

```bash
# Text extraction with tracked changes
pandoc --track-changes=all document.docx -o output.md

# Raw XML access
python scripts/office/unpack.py document.docx unpacked/
```

### Converting to Images

```bash
python scripts/office/soffice.py --headless --convert-to pdf document.docx
pdftoppm -jpeg -r 150 document.pdf page
```

### Accepting Tracked Chan

… 20,839 more characters of output in the raw trajectory.

Arguments

python3 -c "
import pdfplumber
import docx
import os

pdf_path = '/workspace/data/engineering_material_substitution_policy.pdf'
with pdfplumber.open(pdf_path) as pdf:
    print(f'PDF Pages: {len(pdf.pages)}')
    for i, p in enumerate(pdf.pages):
        print(f'=== PDF Page {i+1} ===')
        print(p.extract_text()[:2000])

print('\n' + '='*80 + '\n')

doc_path = '/workspace/data/program_priority_build_schedule.docx'
doc = docx.Document(doc_path)
print(f'DOCX Paragraphs: {len(doc.paragraphs)}, Tables: {len(doc.tables)}')
for i, p in enumerate(doc.paragraphs):

… 394 more characters of arguments in the raw trajectory.

Output

<untrusted_context>
Output: PDF Pages: 2
=== PDF 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 Materia

… 7,213 more characters of output in the raw trajectory.

Arguments

Dump entire content of material substitution policy PDF

python3 -c "
import pdfplumber
import os

pdf_path = '/workspace/data/engineering_material_substitution_policy.pdf'
with pdfplumber.open(pdf_path) as pdf:
    for i, page in enumerate(pdf.pages):
        print(f'=== Page {i+1} ===')
        print(page.extract_text())
"

Output

<untrusted_context>
Output: === 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 (M

… 6,049 more characters of output in the raw trajectory.

Arguments

command

python3 -c "
import docx
doc = docx.Document('/workspace/data/program_priority_build_schedule.docx')
print('=== Paragraphs ===')
for i, p in enumerate(doc.paragraphs):
    print(f'{i}: [{p.style.name}] {p.text}')
print('\n=== Tables ===')
for i, t in enumerate(doc.tables):
    print(f'--- Table {i+1} ---')
    for r in t.rows:
        print([c.text.strip().replace('\n', ' ') for c in r.cells])
"

description

Dump entire content of program priority build schedule DOCX including paragraph styles and table cells

Output

<untrusted_context>
Output: Traceback (most recent call last):
  File "<string>", line 6, in <module>
AttributeError: 'NoneType' object has no attribute 'name'
=== Paragraphs ===
0: [Heading 1] Program Priority & Build Schedule
Exit Code: 1
Process Group PGID: 1523
</untrusted_context>

Arguments

command

python3 -c "
import docx
doc = docx.Document('/workspace/data/program_priority_build_schedule.docx')
print('=== Paragraphs ===')
for i, p in enumerate(doc.paragraphs):
    style_name = p.style.name if p.style else 'No Style'
    print(f'{i}: [{style_name}] {p.text}')
print('\n=== Tables ===')
for i, t in enumerate(doc.tables):
    print(f'--- Table {i+1} ---')
    for r in t.rows:
        print([c.text.strip().replace('\n', ' ') for c in r.cells])
"

description

Dump entire content of program priority build schedule DOCX with robust style checking

Output

<untrusted_context>
Output: === Paragraphs ===
0: [Heading 1] Program Priority & Build Schedule
1: [No Style] 2026 Q3 Door/Hinge Mechanism Build Wave — Production Control Release PC-2026-0618
2: [No Style] Issued by: Production Control & Program Management Office (PMO).  Distribution: Sourcing, Materials Planning, Quality, MRB.  Status as of 2026-06-19.
3: [No Style] 1. Purpose
4: [No Style] 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.
5: [No Style] 2. Program Priority Ranking and Build Commitments
6: [No Style] Note: build start is the first date 

… 3,279 more characters of output in the raw trajectory.

Arguments

Dump all four material sourcing Excel spreadsheets in their entirety

python3 -c "
import pandas as pd
pd.set_option('display.max_columns', 20)
pd.set_option('display.max_rows', 100)
pd.set_option('display.width', 1000)

for f in ['approved_material_source_list.xlsx', 'inventory_lot_cert_snapshot.xlsx', 'material_demand_forecast.xlsx', 'supplier_quote_leadtime_matrix.xlsx']:
    print(f'\n==================== {f} ====================')
    df = pd.read_excel('/workspace/data/' + f)
    print(df)
"

Output

<untrusted_context>
Output: ==================== approved_material_source_list.xlsx ====================
     Source ID                    Source Name  Source Type                          Approved Spec Families Melt Country Origin Qualifying Status Approval Status Approval Expiry                                     Note
0   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
1   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)
2   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
3   SRC-7A6D52   Hangzh

… 24,575 more characters of output in the raw trajectory.

Arguments

cat << 'EOF' > /workspace/check_eligibility.py
import pandas as pd
import datetime

# Load data
amsl = pd.read_excel('/workspace/data/approved_material_source_list.xlsx', sheet_name='Source List')
inv = pd.read_excel('/workspace/data/inventory_lot_cert_snapshot.xlsx', sheet_name='Lot Snapshot')
demand = pd.read_excel('/workspace/data/material_demand_forecast.xlsx', sheet_name='Demand Forecast')
quotes = pd.read_excel('/workspace/data/supplier_quote_leadtime_matrix.xlsx', sheet_name='Quote Matrix')

# Print out basic info
print("AMSL shape:", amsl.shape)
print("Invent

… 9,930 more characters of arguments in the raw trajectory.

Output

<untrusted_context>
Output: AMSL shape: (12, 9)
Inventory shape: (24, 17)
Demand shape: (26, 12)
Quotes shape: (32, 17)
Running lot evaluation...
Req: REQ-H4A2 (PRG-RAVEN, 7075 AMS-QQ-A-250/12 T7351 Plate, Need: 842)
  Lot: LOT-7F3A2B -> ELIGIBLE: Usable Qty: 516.60 lb (Gross: 1040, Alloc: 410, YF: 0.82)
  Lot: LOT-5C9A16 -> ELIGIBLE: Usable Qty: 736.00 lb (Gross: 920, Alloc: 0, YF: 0.8)
Req: REQ-K9P1 (PRG-RAVEN, 4340 AMS 6415 Annealed Bar, Need: 615)
  Lot: LOT-3E8C71 -> ELIGIBLE: Usable Qty: 416.00 lb (Gross: 520, Alloc: 0, YF: 0.8)
  Lot: LOT-D6B821 -> INELIGIBLE: Ineligible: C of C not acceptable for certified production (3.1/3.2 required)
  Lot: LOT-9A4F37 -> ELIGIBLE: Usable Qty: 244.00 lb (Gross: 305, Alloc: 0, YF: 0.8)
Req: REQ-C9T1 (PRG-RAVEN, 300M AMS 6419 Annealed Bar, Need: 176)
  Lot: LOT-2B7E54 -> INELIGIBLE: DFARS restriction: non-qualifying origin (China) for steel/specialty alloy 300M
Req: REQ-X5M3 (PRG-RAVEN, 15-5PH AMS 5862 Cond A Plate, Need: 394)
  Lot: LOT-B3E7C0 

… 5,934 more characters of output in the raw trajectory.

Arguments

cat << 'EOF' > /workspace/check_quotes.py
import pandas as pd
import datetime

# Load data
amsl = pd.read_excel('/workspace/data/approved_material_source_list.xlsx', sheet_name='Source List')
demand = pd.read_excel('/workspace/data/material_demand_forecast.xlsx', sheet_name='Demand Forecast')
quotes = pd.read_excel('/workspace/data/supplier_quote_leadtime_matrix.xlsx', sheet_name='Quote Matrix')

# Build quick lookups for AMSL
amsl_dict = {}
for idx, row in amsl.iterrows():
    sid = row['Source ID']
    amsl_dict[sid] = {
        'name': row['Source Name'],

… 6,150 more characters of arguments in the raw trajectory.

Output

<untrusted_context>
Output: Running quote evaluation...
Req: REQ-H4A2 (PRG-RAVEN, 7075 AMS-QQ-A-250/12 T7351 Plate, Need: 842, Need-by: 2026-08-10)
  Quote: QTE-F1C8A6 -> ELIGIBLE: Eligible but LATE: Receipt date 2026-08-14 is on or after need-by 2026-08-10 (gap: -4 days) (Qty: 450, Min Order: 250, Price: 9.95)
  Quote: QTE-7D2B40 -> ELIGIBLE: FEASIBLE (gap: 19 days, Qty: 800, Min Order: 400, Price: 6.85)
  Quote: QTE-A3F91C -> ELIGIBLE: FEASIBLE (gap: 11 days, Qty: 600, Min Order: 250, Price: 9.4)
Req: REQ-K9P1 (PRG-RAVEN, 4340 AMS 6415 Annealed Bar, Need: 615, Need-by: 2026-08-05)
  Quote: QTE-1E8C57 -> ELIGIBLE: FEASIBLE (gap: 11 days, Qty: 650, Min Order: 300, Price: 5.2)
  Quote: QTE-B6D2A9 -> INELIGIBLE: Ineligible: C of C offered but certified production requires 3.1/3.2
  Quote: QTE-D9F3B1 -> ELIGIBLE: FEASIBLE (gap: 13 days, Qty: 500, Min Order: 250, Price: 5.35)
Req: REQ-C9T1 (PRG-RAVEN, 300M AMS 6419 Annealed Bar, Need: 176, Need-by: 2026-08-03)
  Quote: QTE-8B3F19 -> ELIGIB

… 8,316 more characters of output in the raw trajectory.

Arguments

description

Print all columns and rows of the material demand forecast to ensure complete coverage

command

python3 -c "
import pandas as pd
df = pd.read_excel('/workspace/data/material_demand_forecast.xlsx')
print(df[['Requirement ID', 'Program ID', 'Alloy', 'Material Spec', 'Temper / Condition', 'Product Form', 'Net Required Usable Qty (lb)', 'Need-By Date']])
"

Output

<untrusted_context>
Output: Requirement ID    Program ID  ... Net Required Usable Qty (lb) Need-By Date
0        REQ-H4A2     PRG-RAVEN  ...                          842   2026-08-10
1        REQ-K9P1     PRG-RAVEN  ...                          615   2026-08-05
2        REQ-C9T1     PRG-RAVEN  ...                          176   2026-08-03
3        REQ-X5M3     PRG-RAVEN  ...                          394   2026-08-12
4        REQ-T2C7     PRG-SABLE  ...                          430   2026-08-24
5        REQ-B6N3     PRG-SABLE  ...                          268   2026-08-22
6        REQ-F6B8     PRG-SABLE  ...                          233   2026-08-26
7        REQ-L8Q4     PRG-SABLE  ...                          287   2026-08-28
8        REQ-M1X8  PRG-MERIDIAN  ...                          512   2026-09-21
9        REQ-D7R4  PRG-MERIDIAN  ...                          347   2026-09-18
10       REQ-W3F9  PRG-MERIDIAN  ...                          198   2026-09-14
11       REQ-R7W2  PRG-MERI

… 1,226 more characters of output in the raw trajectory.

Arguments

Simulate allocations and identify shortages and eligible quotes per requirement

cat << 'EOF' > /workspace/run_allocation.py
import pandas as pd
import numpy as np

# Load data
amsl_df = pd.read_excel('/workspace/data/approved_material_source_list.xlsx', sheet_name='Source List')
inv_df = pd.read_excel('/workspace/data/inventory_lot_cert_snapshot.xlsx', sheet_name='Lot Snapshot')
demand_df = pd.read_excel('/workspace/data/material_demand_forecast.xlsx', sheet_name='Demand Forecast')
quotes_df = pd.read_excel('/workspace/data/supplier_quote_leadtime_matrix.xls

… 7,359 more characters of arguments in the raw trajectory.

Output

<untrusted_context>
Output: Processing Req REQ-C9T1 (PRG-RAVEN): 300M AMS 6419 Annealed Bar, Net Needed: 176 lb
  Shortage: 176.00 lb
  Available quotes:
    Quote QTE-8B3F19 from SRC-58E1B3 (USA): Qty 250 lb, Price $14.20/lb, MOQ 150 lb, status: FEASIBLE

Processing Req REQ-K9P1 (PRG-RAVEN): 4340 AMS 6415 Annealed Bar, Net Needed: 615 lb
  Allocated 416.00 lb usable from Lot LOT-3E8C71 (remaining: 0.00 lb)
  Allocated 199.00 lb usable from Lot LOT-9A4F37 (remaining: 45.00 lb)

Processing Req REQ-H4A2 (PRG-RAVEN): 7075 AMS-QQ-A-250/12 T7351 Plate, Net Needed: 842 lb
  Allocated 516.60 lb usable from Lot LOT-7F3A2B (remaining: 0.00 lb)
  Allocated 325.40 lb usable from Lot LOT-5C9A16 (remaining: 410.60 lb)

Processing Req REQ-X5M3 (PRG-RAVEN): 15-5PH AMS 5862 Cond A Plate, Net Needed: 394 lb
  Allocated 394.00 lb usable from Lot LOT-4D1A95 (remaining: 43.40 lb)

Processing Req REQ-B6N3 (PRG-SABLE): 7075 AMS-QQ-A-250/12 T7351 Plate, Net Needed: 268 lb
  Allocated 268.00 lb usable from Lo

… 6,044 more characters of output in the raw trajectory.

Arguments

Initialize and populate the Summary Dashboard sheet of the Excel workbook

cat << 'EOF' > /workspace/create_workbook.py
import openpyxl
from openpyxl.styles import Font, PatternFill, Alignment, Border, Side
from openpyxl.utils import get_column_letter

wb = openpyxl.Workbook()

# Setup styles
font_family = "Arial"
font_regular = Font(name=font_family, size=10)
font_bold = Font(name=font_family, size=10, bold=True)
font_title = Font(name=font_family, size=16, bold=True, color="1F4E79")
font_section = Font(name=font_family, size=12, bold=True, color="2

… 11,041 more characters of arguments in the raw trajectory.

Output

<untrusted_context>
Output: Creating Summary Dashboard Sheet...
Summary Dashboard completed!
Process Group PGID: 1592
</untrusted_context>

Arguments

description

Correct column formulas on the Summary Dashboard sheet to refer to correct columns in the Requirement Coverage sheet

command

cat << 'EOF' > /workspace/populate_sheets.py
import openpyxl
from openpyxl.styles import Font, PatternFill, Alignment, Border, Side
from openpyxl.utils import get_column_letter

wb = openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx')

# Setup styles
font_family = "Arial"
font_regular = Font(name=font_family, size=10)
font_bold = Font(name=font_family, size=10, bold=True)
font_italic = Font(name=font_famil

… 2,580 more characters of arguments in the raw trajectory.

Output

<untrusted_context>
Output: Dashboard sheet corrected!
Process Group PGID: 1605
</untrusted_context>

Arguments

cat << 'EOF' > /workspace/populate_coverage.py
import openpyxl
from openpyxl.styles import Font, PatternFill, Alignment, Border, Side
from openpyxl.utils import get_column_letter

wb = openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx')

# Setup styles
font_family = "Arial"
font_regular = Font(name=font_family, size=10)
font_bold = Font(name=font_family, size=10, bold=True)
font_italic = Font(name=font_family, size=10, italic=True)
font_header = Font(name=font_family, size=10, bold=True, color="FFFFFF")
font_section = Font(name=font

… 15,777 more characters of arguments in the raw trajectory.

Output

Command injection detected: command substitution syntax ($(), backticks, <() or >()) found in command arguments. On PowerShell, @() array subexpressions and $() subexpressions are also blocked. This is a security risk and the command was blocked.

Arguments

import openpyxl
from openpyxl.styles import Font, PatternFill, Alignment, Border, Side
from openpyxl.utils import get_column_letter

wb = openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx')

# Setup styles
font_family = "Arial"
font_regular = Font(name=font_family, size=10)
font_bold = Font(name=font_family, size=10, bold=True)
font_italic = Font(name=font_family, size=10, italic=True)
font_header = Font(name=font_family, size=10, bold=True, color="FFFFFF")
font_section = Font(name=font_family, size=12, bold=True, color="1F4E79")

… 15,539 more characters of arguments in the raw trajectory.

Output

Successfully created and wrote to new file: /workspace/populate_coverage.py. Here is the updated code:
import openpyxl
from openpyxl.styles import Font, PatternFill, Alignment, Border, Side
from openpyxl.utils import get_column_letter

wb = openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx')

# Setup styles
font_family = "Arial"
font_regular = Font(name=font_family, size=10)
font_bold = Font(name=font_family, size=10, bold=True)
font_italic = Font(name=font_family, size=10, italic=True)
font_header = Font(name=font_family, size=10, bold=True, color="FFFFFF")
font_section = Font(name=font_family, size=12, bold=True, color="1F4E79")

fill_header = PatternFill(start_color="1F4E79", end_color="1F4E79", fill_type="solid")
fill_zebra = PatternFill(start_color="F2F4F8", end_color="F2F4F8", fill_type="solid")
fill_warning = PatternFill(start_color="FFF2CC", end_color="FFF2CC", fill_type="solid")
fill_critical = PatternFill(start_color="FCE4D6", end_color="FCE4D

… 14,229 more characters of output in the raw trajectory.

Arguments

Populate the Requirement Coverage sheet with 26 items and formulas

python3 /workspace/populate_coverage.py

Output

<untrusted_context>
Output: Requirement Coverage sheet populated successfully!
Process Group PGID: 1618
</untrusted_context>

Arguments

import openpyxl
from openpyxl.styles import Font, PatternFill, Alignment, Border, Side
from openpyxl.utils import get_column_letter

wb = openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx')

# Setup styles
font_family = "Arial"
font_regular = Font(name=font_family, size=10)
font_bold = Font(name=font_family, size=10, bold=True)
font_header = Font(name=font_family, size=10, bold=True, color="FFFFFF")
font_section = Font(name=font_family, size=12, bold=True, color="1F4E79")

fill_header = PatternFill(start_color="1F4E79", end_colo

… 14,769 more characters of arguments in the raw trajectory.

Output

Successfully created and wrote to new file: /workspace/populate_inventory.py. Here is the updated code:
import openpyxl
from openpyxl.styles import Font, PatternFill, Alignment, Border, Side
from openpyxl.utils import get_column_letter

wb = openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx')

# Setup styles
font_family = "Arial"
font_regular = Font(name=font_family, size=10)
font_bold = Font(name=font_family, size=10, bold=True)
font_header = Font(name=font_family, size=10, bold=True, color="FFFFFF")
font_section = Font(name=font_family, size=12, bold=True, color="1F4E79")

fill_header = PatternFill(start_color="1F4E79", end_color="1F4E79", fill_type="solid")
fill_zebra = PatternFill(start_color="F2F4F8", end_color="F2F4F8", fill_type="solid")
fill_warning = PatternFill(start_color="FFF2CC", end_color="FFF2CC", fill_type="solid")
fill_critical = PatternFill(start_color="FCE4D6", end_color="FCE4D6", fill_type="solid")

border_thin = Side(border_style="t

… 13,391 more characters of output in the raw trajectory.

Arguments

Populate the Inventory Usability sheet with 24 items and formulas

python3 /workspace/populate_inventory.py

Output

<untrusted_context>
Output: Traceback (most recent call last):
  File "/workspace/populate_inventory.py", line 116, in <module>
    c_yf.number_format = fmt_percent
                         ^^^^^^^^^^^
NameError: name 'fmt_percent' is not defined
Exit Code: 1
Process Group PGID: 1632
</untrusted_context>

Arguments

old_string

fmt_number_dec = "#,##0.00;(#,##0.00);\"-\""
fmt_date = "YYYY-MM-DD"

new_string

fmt_number_dec = "#,##0.00;(#,##0.00);\"-\""
fmt_percent = "0.0%"
fmt_date = "YYYY-MM-DD"

allow_multiple

false

instruction

Add fmt_percent variable definition to fix the NameError

file_path

/workspace/populate_inventory.py

Output

Successfully modified file: /workspace/populate_inventory.py (1 replacements). Here is the updated code:
...

fmt_currency = "$#,##0.00;($#,##0.00);\"-\""
fmt_currency_short = "$#,##0;($#,##0);\"-\""
fmt_number = "#,##0;(#,##0);\"-\""
fmt_number_dec = "#,##0.00;(#,##0.00);\"-\""
fmt_percent = "0.0%"
fmt_date = "YYYY-MM-DD"

# Create Inventory Usability Sheet
if "Inventory Usability" in wb.sheetnames:
    del wb["Inventory Usability"]
...

Arguments

Run inventory usability population script to create the second sheet

python3 /workspace/populate_inventory.py

Output

<untrusted_context>
Output: Traceback (most recent call last):
  File "/workspace/populate_inventory.py", line 147, in <module>
    cell.fill = fill_warning if c in [1, 13, 18] else cell.fill
    ^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openpyxl/styles/styleable.py", line 26, in __set__
    setattr(instance._style, self.key, coll.add(value))
                                       ^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openpyxl/utils/indexed_list.py", line 48, in add
    self.append(value)
  File "/usr/local/lib/python3.11/site-packages/openpyxl/utils/indexed_list.py", line 43, in append
    if value not in self._dict:
       ^^^^^^^^^^^^^^^^^^^^^^^
TypeError: unhashable type: 'StyleProxy'
Exit Code: 1
Process Group PGID: 1644
</untrusted_context>

Arguments

file_path

/workspace/populate_inventory.py

end_line

155

start_line

135

Output

IMPORTANT: The file content has been truncated.
Status: Showing lines 135-155 of 203 total lines.
Action: To read more of the file, you can use the 'start_line' and 'end_line' parameters in a subsequent 'read_file' call. For example, to read the next section of the file, use start_line: 156.

--- FILE CONTENT (truncated) ---
    # Zebra styling and hold coloring
    for c in range(1, 19):
        cell = ws3.cell(row=row_num, column=c)
        cell.font = font_regular
        cell.border = cell_border
        
        if idx % 2 == 1:
            cell.fill = fill_zebra
            
        if status == "Ineligible":
            cell.fill = fill_critical if c in [1, 17, 18] else cell.fill
        elif "remnant" in note:
            cell.fill = fill_warning if c in [1, 13, 18] else cell.fill

# Totals Row
tot_row = 29
ws3.cell(row=tot_row, column=1, value="Total").font = font_bold
ws3.cell(row=tot_row, column=1).alignment = align_left
ws3.cell(row=tot_row, column=1).border = total_border

… 24 more characters of output in the raw trajectory.

Arguments

instruction

Replace StyleProxy-causing ternary expression with simple if statement in populate_inventory.py

file_path

/workspace/populate_inventory.py

new_string

        if status == "Ineligible" and c in [1, 17, 18]:
            cell.fill = fill_critical
        elif "remnant" in note and c in [1, 13, 18]:
            cell.fill = fill_warning

old_string

        if status == "Ineligible":
            cell.fill = fill_critical if c in [1, 17, 18] else cell.fill
        elif "remnant" in note:
            cell.fill = fill_warning if c in [1, 13, 18] else cell.fill

… 23 more characters of arguments in the raw trajectory.

Output

Successfully modified file: /workspace/populate_inventory.py (1 replacements). Here is the updated code:
...
        cell.border = cell_border
        
        if idx % 2 == 1:
            cell.fill = fill_zebra
            
        if status == "Ineligible" and c in [1, 17, 18]:
            cell.fill = fill_critical
        elif "remnant" in note and c in [1, 13, 18]:
            cell.fill = fill_warning

# Totals Row
tot_row = 29
ws3.cell(row=tot_row, column=1, value="Total").font = font_bold
ws3.cell(row=tot_row, column=1).alignment = align_left
...

Arguments

Run inventory usability population script again to verify it works

python3 /workspace/populate_inventory.py

Output

<untrusted_context>
Output: Inventory Usability sheet populated successfully!
Process Group PGID: 1656
</untrusted_context>

Arguments

import openpyxl
from openpyxl.styles import Font, PatternFill, Alignment, Border, Side
from openpyxl.utils import get_column_letter

wb = openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx')

# Setup styles
font_family = "Arial"
font_regular = Font(name=font_family, size=10)
font_bold = Font(name=font_family, size=10, bold=True)
font_header = Font(name=font_family, size=10, bold=True, color="FFFFFF")
font_section = Font(name=font_family, size=12, bold=True, color="1F4E79")

fill_header = PatternFill(start_color="1F4E79", end_colo

… 17,842 more characters of arguments in the raw trajectory.

Output

Successfully created and wrote to new file: /workspace/populate_quotes.py. Here is the updated code:
import openpyxl
from openpyxl.styles import Font, PatternFill, Alignment, Border, Side
from openpyxl.utils import get_column_letter

wb = openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx')

# Setup styles
font_family = "Arial"
font_regular = Font(name=font_family, size=10)
font_bold = Font(name=font_family, size=10, bold=True)
font_header = Font(name=font_family, size=10, bold=True, color="FFFFFF")
font_section = Font(name=font_family, size=12, bold=True, color="1F4E79")

fill_header = PatternFill(start_color="1F4E79", end_color="1F4E79", fill_type="solid")
fill_zebra = PatternFill(start_color="F2F4F8", end_color="F2F4F8", fill_type="solid")
fill_warning = PatternFill(start_color="FFF2CC", end_color="FFF2CC", fill_type="solid")
fill_critical = PatternFill(start_color="FCE4D6", end_color="FCE4D6", fill_type="solid")

border_thin = Side(border_style="thin

… 16,165 more characters of output in the raw trajectory.

Arguments

Run supplier quote feasibility population script to create the third sheet

python3 /workspace/populate_quotes.py

Output

<untrusted_context>
Output: Traceback (most recent call last):
  File "/workspace/populate_quotes.py", line 159, in <module>
    cell.fill = fill_accent if c in [1, 20] else cell.fill
                ^^^^^^^^^^^
NameError: name 'fill_accent' is not defined
Exit Code: 1
Process Group PGID: 1668
</untrusted_context>

Arguments

end_line

25

start_line

1

file_path

/workspace/populate_quotes.py

Output

IMPORTANT: The file content has been truncated.
Status: Showing lines 1-25 of 211 total lines.
Action: To read more of the file, you can use the 'start_line' and 'end_line' parameters in a subsequent 'read_file' call. For example, to read the next section of the file, use start_line: 26.

--- FILE CONTENT (truncated) ---
import openpyxl
from openpyxl.styles import Font, PatternFill, Alignment, Border, Side
from openpyxl.utils import get_column_letter

wb = openpyxl.load_workbook('/workspace/output/material_sourcing_analysis_workbook.xlsx')

# Setup styles
font_family = "Arial"
font_regular = Font(name=font_family, size=10)
font_bold = Font(name=font_family, size=10, bold=True)
font_header = Font(name=font_family, size=10, bold=True, color="FFFFFF")
font_section = Font(name=font_family, size=12, bold=True, color="1F4E79")

fill_header = PatternFill(start_color="1F4E79", end_color="1F4E79", fill_type="solid")
fill_zebra = PatternFill(start_color="F2F4F8", end_color="F2F4F8", fill_type="

… 619 more characters of output in the raw trajectory.

Arguments

file_path

/workspace/populate_quotes.py

old_string

fill_header = PatternFill(start_color="1F4E79", end_color="1F4E79", fill_type="solid")
fill_zebra = PatternFill(start_color="F2F4F8", end_color="F2F4F8", fill_type="solid")
fill_warning = PatternFill(start_color="FFF2CC", end_color="FFF2CC", fill_type="solid")
fill_critical = PatternFill(start_color="FCE4D6", end_color="FCE4D6", fill_type="solid")

allow_multiple

false

new_string

fill_header = PatternFill(start_color="1F4E79", end_color="1F4E79", fill_type="solid")
fill_zebra = PatternFill(start_c

… 437 more characters of arguments in the raw trajectory.

Output

Successfully modified file: /workspace/populate_quotes.py (1 replacements). Here is the updated code:
...
font_header = Font(name=font_family, size=10, bold=True, color="FFFFFF")
font_section = Font(name=font_family, size=12, bold=True, color="1F4E79")

fill_header = PatternFill(start_color="1F4E79", end_color="1F4E79", fill_type="solid")
fill_zebra = PatternFill(start_color="F2F4F8", end_color="F2F4F8", fill_type="solid")
fill_accent = PatternFill(start_color="D9E1F2", end_color="D9E1F2", fill_type="solid")
fill_warning = PatternFill(start_color="FFF2CC", end_color="FFF2CC", fill_type="solid")
fill_critical = PatternFill(start_color="FCE4D6", end_color="FCE4D6", fill_type="solid")

border_thin = Side(border_style="thin", color="D3D3D3")
border_double = Side(border_style="double", color="808080")
...

Arguments

Run supplier quote feasibility population script again to verify it works

python3 /workspace/populate_quotes.py

Output

<untrusted_context>
Output: Traceback (most recent call last):
  File "/workspace/populate_quotes.py", line 160, in <module>
    cell.fill = fill_accent if c in [1, 20] else cell.fill
    ^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openpyxl/styles/styleable.py", line 26, in __set__
    setattr(instance._style, self.key, coll.add(value))
                                       ^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/openpyxl/utils/indexed_list.py", line 48, in add
    self.append(value)
  File "/usr/local/lib/python3.11/site-packages/openpyxl/utils/indexed_list.py", line 43, in append
    if value not in self._dict:
       ^^^^^^^^^^^^^^^^^^^^^^^
TypeError: unhashable type: 'StyleProxy'
Exit Code: 1
Process Group PGID: 1680
</untrusted_context>

Arguments

file_path

/workspace/populate_quotes.py

start_line

150

end_line

170

Output

IMPORTANT: The file content has been truncated.
Status: Showing lines 150-170 of 212 total lines.
Action: To read more of the file, you can use the 'start_line' and 'end_line' parameters in a subsequent 'read_file' call. For example, to read the next section of the file, use start_line: 171.

--- FILE CONTENT (truncated) ---
        cell.border = cell_border
        
        if idx % 2 == 1:
            cell.fill = fill_zebra
            
        if status == "Ineligible":
            cell.fill = fill_critical if c in [1, 18, 20] else cell.fill
        elif "LATE" in feas:
            cell.fill = fill_warning if c in [1, 13, 19, 20] else cell.fill
        elif "RECOMMENDED" in note:
            cell.fill = fill_accent if c in [1, 20] else cell.fill

# Totals Row
tot_row = 37
ws4.cell(row=tot_row, column=1, value="Total").font = font_bold
ws4.cell(row=tot_row, column=1).alignment = align_left
ws4.cell(row=tot_row, column=1).border = total_border

for c in range(2, 9):
    ws4.cell(row=

… 41 more characters of output in the raw trajectory.

Arguments

instruction

Replace StyleProxy-causing ternary expression with simple if statement in populate_quotes.py

allow_multiple

false

old_string

        if status == "Ineligible":
            cell.fill = fill_critical if c in [1, 18, 20] else cell.fill
        elif "LATE" in feas:
            cell.fill = fill_warning if c in [1, 13, 19, 20] else cell.fill
        elif "RECOMMENDED" in note:
            cell.fill = fill_accent if c in [1, 20] else cell.fill

file_path

/workspace/populate_quotes.py

new_string

        if status == "Ineligible" and c in [1, 18, 20]:

… 219 more characters of arguments in the raw trajectory.

Output

Successfully modified file: /workspace/populate_quotes.py (1 replacements). Here is the updated code:
...
        cell.border = cell_border
        
        if idx % 2 == 1:
            cell.fill = fill_zebra
            
        if status == "Ineligible" and c in [1, 18, 20]:
            cell.fill = fill_critical
        elif "LATE" in feas and c in [1, 13, 19, 20]:
            cell.fill = fill_warning
        elif "RECOMMENDED" in note and c in [1, 20]:
            cell.fill = fill_accent

# Totals Row
tot_row = 37
ws4.cell(row=tot_row, column=1, value="Total").font = font_bold
ws4.cell(row=tot_row, column=1).alignment = align_left
...

Arguments

Run supplier quote feasibility population script again to verify it works

python3 /workspace/populate_quotes.py

Output

<untrusted_context>
Output: Supplier Quote Feasibility sheet populated successfully!
Traceback (most recent call last):
  File "/workspace/populate_quotes.py", line 210, in <module>
    EOF
NameError: name 'EOF' is not defined
Exit Code: 1
Process Group PGID: 1692
</untrusted_context>

Arguments

start_line

195

end_line

215

file_path

/workspace/populate_quotes.py

Output

IMPORTANT: The file content has been truncated.
Status: Showing lines 195-212 of 212 total lines.
Action: To read more of the file, you can use the 'start_line' and 'end_line' parameters in a subsequent 'read_file' call. For example, to read the next section of the file, use start_line: 213.

--- FILE CONTENT (truncated) ---
ws4.column_dimensions['I'].width = 16
ws4.column_dimensions['J'].width = 16
ws4.column_dimensions['K'].width = 18
ws4.column_dimensions['L'].width = 16
ws4.column_dimensions['M'].width = 14
ws4.column_dimensions['N'].width = 14
ws4.column_dimensions['O'].width = 14
ws4.column_dimensions['P'].width = 14
ws4.column_dimensions['Q'].width = 14
ws4.column_dimensions['R'].width = 16
ws4.column_dimensions['S'].width = 18
ws4.column_dimensions['T'].width = 50

wb.save('/workspace/output/material_sourcing_analysis_workbook.xlsx')
print("Supplier Quote Feasibility sheet populated successfully!")
EOF
python3 /workspace/populate_quotes.py

Arguments

old_string

wb.save('/workspace/output/material_sourcing_analysis_workbook.xlsx')
print("Supplier Quote Feasibility sheet populated successfully!")
EOF
python3 /workspace/populate_quotes.py

instruction

Remove trailing shell syntax from populate_quotes.py

allow_multiple

false

new_string

wb.save('/workspace/output/material_sourcing_analysis_workbook.xlsx')
print("Supplier Quote Feasibility sheet populated successfully!")

file_path

/workspace/populate_quotes.py

Output

Successfully modified file: /workspace/populate_quotes.py (1 replacements). Here is the updated code:
...
ws4.column_dimensions['S'].width = 18
ws4.column_dimensions['T'].width = 50

wb.save('/workspace/output/material_sourcing_analysis_workbook.xlsx')
print("Supplier Quote Feasibility sheet populated successfully!")

Arguments

Run supplier quote feasibility population script to verify it is error-free

python3 /workspace/populate_quotes.py

Output

<untrusted_context>
Output: Supplier Quote Feasibility sheet populated successfully!
Process Group PGID: 1704
</untrusted_context>

Arguments

Recalculate formulas and validate Excel workbook with LibreOffice macro

python3 /root/.gemini/skills/xlsx/scripts/recalc.py /workspace/output/material_sourcing_analysis_workbook.xlsx

Output

<untrusted_context>
Output: {
  "status": "success",
  "total_errors": 0,
  "error_summary": {},
  "total_formulas": 158
}
Process Group PGID: 1718
</untrusted_context>

Arguments

import docx
from docx.shared import Inches, Pt, RGBColor
from docx.enum.text import WD_ALIGN_PARAGRAPH
from docx.enum.table import WD_TABLE_ALIGNMENT, WD_ALIGN_VERTICAL
from docx.oxml import OxmlElement, parse_xml
from docx.oxml.ns import nsdecls, qn

def create_memo():
    doc = docx.Document()
    
    # Page Setup - US Letter, 1 inch margins
    section = doc.sections[0]
    section.page_width = Inches(8.5)
    section.page_height = Inches(11.0)
    section.top_margin = Inches(1.0)
    section.bottom_margin = Inches(1.0)
    section.left_margin = Inches(1.0)

… 25,887 more characters of arguments in the raw trajectory.

Output

Successfully created and wrote to new file: /workspace/generate_memo.py. Here is the updated code:
import docx
from docx.shared import Inches, Pt, RGBColor
from docx.enum.text import WD_ALIGN_PARAGRAPH
from docx.enum.table import WD_TABLE_ALIGNMENT, WD_ALIGN_VERTICAL
from docx.oxml import OxmlElement, parse_xml
from docx.oxml.ns import nsdecls, qn

def create_memo():
    doc = docx.Document()
    
    # Page Setup - US Letter, 1 inch margins
    section = doc.sections[0]
    section.page_width = Inches(8.5)
    section.page_height = Inches(11.0)
    section.top_margin = Inches(1.0)
    section.bottom_margin = Inches(1.0)
    section.left_margin = Inches(1.0)
    section.right_margin = Inches(1.0)
    
    # Configure default styles
    style_normal = doc.styles['Normal']
    style_normal.font.name = 'Arial'
    style_normal.font.size = Pt(10.5)
    style_normal.font.color.rgb = RGBColor(0x33, 0x33, 0x33) # Off-black
    style_normal.paragraph_format.line_spacing = 1.15
    style_normal

… 24,585 more characters of output in the raw trajectory.

Arguments

start_line

120

file_path

/workspace/generate_memo.py

end_line

190

Output

IMPORTANT: The file content has been truncated.
Status: Showing lines 120-190 of 371 total lines.
Action: To read more of the file, you can use the 'start_line' and 'end_line' parameters in a subsequent 'read_file' call. For example, to read the next section of the file, use start_line: 191.

--- FILE CONTENT (truncated) ---
    p_div_run.font.color.rgb = color_muted
    p_div_run.font.size = Pt(9)
    p_div.paragraph_format.space_after = Pt(18)

    # 1. Executive Summary
    add_heading_1("1. Executive Summary")
    doc.add_paragraph(
        "This memorandum presents the recommended material sourcing and allocation plan for the upcoming production lot review cycle of the Aerostructure Mechanisms Division. "
        "Our division builds certified door and hinge mechanism assemblies that require high-strength aluminum and alloy steel raw material inputs (including plate, bar, and extrusions). "
        "The current review cycle covers a total net required usable quantity of 6,942.00 

… 5,023 more characters of output in the raw trajectory.

Arguments

end_line

300

start_line

220

file_path

/workspace/generate_memo.py

Output

IMPORTANT: The file content has been truncated.
Status: Showing lines 220-300 of 371 total lines.
Action: To read more of the file, you can use the 'start_line' and 'end_line' parameters in a subsequent 'read_file' call. For example, to read the next section of the file, use start_line: 301.

--- FILE CONTENT (truncated) ---
        "• Purchase Recommendation: Purchase 300 lb MOQ from Adriatic (QTE-5D8B72, Slovenia) at $12.40/lb, total cost $3,720.00. This is the most cost-effective PO "
        "as it has a lower total cash outlay than Ardenne's 400 lb MOQ ($4,700.00), and satisfies CUST-EU restrictions."
    )

    add_heading_2("3.2 4340 Annealed Bar (AMS 6415)")
    doc.add_paragraph(
        "Demand requirements exist for Raven (REQ-K9P1, 615 lb) and Calder (REQ-H7D5, 205 lb). Total demand is 820 lb net usable.\n"
        "• On-Hand Inventory: Brunderman lots LOT-3E8C71 (416.00 lb usable) and LOT-9A4F37 (244.00 lb usable) are fully eligible. "
        "Tri-State LOT-D6B821 is ine

… 5,641 more characters of output in the raw trajectory.

Arguments

file_path

/workspace/generate_memo.py

start_line

301

end_line

371

Output

IMPORTANT: The file content has been truncated.
Status: Showing lines 301-371 of 371 total lines.
Action: To read more of the file, you can use the 'start_line' and 'end_line' parameters in a subsequent 'read_file' call. For example, to read the next section of the file, use start_line: 372.

--- FILE CONTENT (truncated) ---
        p.runs[0].font.bold = True
        p.runs[0].font.color.rgb = RGBColor(0xFF, 0xFF, 0xFF)
        p.runs[0].font.size = Pt(9.5)
        
    po_rows = [
        ["QTE-8B3F19", "Brunderman (USA)", "300M Annealed Bar (AMS 6419)", "PRG-RAVEN", "176.00", "$14.20", "$2,499.20"],
        ["QTE-6D1B84", "Brunderman (USA)", "4340 Norm Plate (AMS 6359)", "PRG-SABLE", "287.00", "$6.90", "$1,979.30"],
        ["QTE-2F8C41", "Ardenne (France)", "15-5PH H1025 Bar (AMS 5659)", "PRG-MERIDIAN", "198.00", "$9.85", "$1,950.30"],
        ["QTE-1A6E38", "Cascade (USA)", "6061 T651 Bar (AMS 4117)", "PRG-MERIDIAN", "154.20", "$5.75", "$886.65"],
- QTE-2D7C64
- Cascade (

… 5,314 more characters of output in the raw trajectory.

Arguments

file_path

/workspace/generate_memo.py

content

import docx
from docx.shared import Inches, Pt, RGBColor
from docx.enum.text import WD_ALIGN_PARAGRAPH
from docx.enum.table import WD_TABLE_ALIGNMENT
from docx.oxml import parse_xml
from docx.oxml.ns import nsdecls

def create_memo():
    doc = docx.Document()
    
    # Page Setup - US Letter, 1 inch margins
    section = doc.sections[0]
    section.page_width = Inches(8.5)
    section.page_height = Inches(11.0)
    section.top_margin = Inches(1.0)
    section.bottom_margin = Inches(1.0)
    section.left_margin = Inches(1.0

… 26,131 more characters of arguments in the raw trajectory.

Output

Successfully overwrote file: /workspace/generate_memo.py. Here is the updated code:
import docx
from docx.shared import Inches, Pt, RGBColor
from docx.enum.text import WD_ALIGN_PARAGRAPH
from docx.enum.table import WD_TABLE_ALIGNMENT
from docx.oxml import parse_xml
from docx.oxml.ns import nsdecls

def create_memo():
    doc = docx.Document()
    
    # Page Setup - US Letter, 1 inch margins
...
    section.right_margin = Inches(1.0)
    
    # Configure default styles
    style_normal = doc.styles['Normal']
    style_normal.font.name = 'Arial'
    style_normal.font.size = Pt(10)
    style_normal.font.color.rgb = RGBColor(0x33, 0x33, 0x33) # Off-black
    style_normal.paragraph_format.line_spacing = 1.15
    style_normal.paragraph_format.space_after = Pt(6)
    
    # Custom colors
    color_primary = RGBColor(0x1F, 0x4E, 0x79) # Deep Navy
    color_secondary = RGBColor(0x2F, 0x55, 0x97) # Slate Blue
    color_muted = RGBColor(0x59, 0x59, 0x59) # Gray
    
    # Helper for headings
   

… 10,720 more characters of output in the raw trajectory.

Arguments

Generate the Word recommendation memo file

python3 /workspace/generate_memo.py

Output

<untrusted_context>
Output: Memo saved successfully!
Process Group PGID: 1858
</untrusted_context>

Arguments

/workspace/output

Output

Directory listing for /workspace/output:
material_sourcing_analysis_workbook.xlsx (26693 bytes)
material_sourcing_recommendation_memo.docx (45732 bytes)

Arguments

Clean up temporary python helper files in the workspace

rm -f /workspace/*.py

Output

<untrusted_context>
Output: (empty)
Process Group PGID: 1861
</untrusted_context>

Arguments

summary

We have completed the material sourcing review for the certified aerospace door and hinge mechanism assemblies. We analyzed on-hand inventory lots, supplier quotes, material specifications, and contractual constraints (such as DFARS and CUST-EU) for the 6 production programs. Based on this analysis, we created a fully dynamic, beautifully formatted Excel workbook with 158 active formulas and 0 errors, and a thorough, professional Word recommendation memo in /workspace/output/. All temporary scripts have been cleaned up.

title

Final Sourcing Plan and Deliverables Completed

… 112 more characters of arguments in the raw trajectory.

Output

Current topic: "Final Sourcing Plan and Deliverables Completed"
Topic summary: We have completed the material sourcing review for the certified aerospace door and hinge mechanism assemblies. We analyzed on-hand inventory lots, supplier quotes, material specifications, and contractual constraints (such as DFARS and CUST-EU) for the 6 production programs. Based on this analysis, we created a fully dynamic, beautifully formatted Excel workbook with 158 active formulas and 0 errors, and a thorough, professional Word recommendation memo in /workspace/output/. All temporary scripts have been cleaned up.

Strategic Intent: Provide a comprehensive summary of the sourcing review and finalized deliverables to the user.