diff --git a/r_app/90_CI_report_with_kpis_agronomic_support.Rmd b/r_app/90_CI_report_with_kpis_agronomic_support.Rmd
index 14af6c5..4b3775d 100644
--- a/r_app/90_CI_report_with_kpis_agronomic_support.Rmd
+++ b/r_app/90_CI_report_with_kpis_agronomic_support.Rmd
@@ -13,7 +13,8 @@ params:
   x_axis_unit: "days"
 output:
   word_document:
-    reference_docx: !expr params$ref    toc: no
+    reference_docx: !expr file.path("word-styles-reference-var1.docx") 
+    toc: no
 editor_options:
   chunk_output_type: console
 ---
diff --git a/r_app/MANUAL_PIPELINE_RUNNER.R b/r_app/MANUAL_PIPELINE_RUNNER.R
index 19c33d0..bea508a 100644
--- a/r_app/MANUAL_PIPELINE_RUNNER.R
+++ b/r_app/MANUAL_PIPELINE_RUNNER.R
@@ -461,179 +461,3 @@ rmarkdown::render(
   output_dir = "laravel_app/storage/app/angata/reports"
 )
 #
-# EXPECTED OUTPUT:
-#   File: SmartCane_Report_*_{PROJECT}_{DATE}.docx
-#   Location: laravel_app/storage/app/{PROJECT}/reports/
-#   Script execution time: 5-10 minutes
-#
-# NOTE:
-#   These are R Markdown files and cannot be run directly via Rscript
-#   Use rmarkdown::render() from an R interactive session or wrapper script
-#   See run_full_pipeline.R for an automated example
-#
-# ============================================================================
-
-
-# ==============================================================================
-# QUICK REFERENCE: Common Workflows
-# ==============================================================================
-#
-# WORKFLOW A: Weekly Update (Most Common)
-# ─────────────────────────────────────────────────────────────────────────
-# Goal: Process latest week of data through full pipeline
-#
-# Parameters:
-#   $PROJECT = "angata"
-#   $END_DATE = "2026-02-04"        # Today or latest date available
-#   $OFFSET = 7                     # One week back
-#
-# Steps:
-#   1. SKIP Python download (if you already have data)
-#   2. Run R10: & "C:\Program Files\R\R-4.4.3\bin\x64\Rscript.exe" r_app/10_create_per_field_tiffs.R angata 2026-02-04 7
-#      (Argument order: [PROJECT] [END_DATE] [OFFSET])
-#   3. Run R20: & "C:\Program Files\R\R-4.4.3\bin\x64\Rscript.exe" r_app/20_ci_extraction_per_field.R angata 2026-02-04 7
-#   4. Run R30: & "C:\Program Files\R\R-4.4.3\bin\x64\Rscript.exe" r_app/30_interpolate_growth_model.R angata
-#   5. Run R21: & "C:\Program Files\R\R-4.4.3\bin\x64\Rscript.exe" r_app/21_convert_ci_rds_to_csv.R angata
-#   6. Run R40: & "C:\Program Files\R\R-4.4.3\bin\x64\Rscript.exe" r_app/40_mosaic_creation_per_field.R 2026-02-04 7 angata
-#      (Argument order: [END_DATE] [OFFSET] [PROJECT])
-#   7. Run R80: & "C:\Program Files\R\R-4.4.3\bin\x64\Rscript.exe" r_app/80_calculate_kpis.R 2026-02-04 angata 7
-#      (Argument order: [END_DATE] [PROJECT] [OFFSET] - DIFFERENT from R40!)
-#   8. OPTIONAL R91 (Cane Supply) - Use automated runner:
-#      & "C:\Program Files\R\R-4.4.3\bin\x64\Rscript.exe" r_app/run_full_pipeline.R
-#      OR from R console:
-#      rmarkdown::render("r_app/91_CI_report_with_kpis_cane_supply.Rmd",
-#        params=list(data_dir="angata", report_date=as.Date("2026-02-04")),
-#        output_file="SmartCane_Report_cane_supply_angata_2026-02-04.docx",
-#        output_dir="laravel_app/storage/app/angata/reports")
-#
-# Execution time: ~60-90 minutes total
-#
-#
-# WORKFLOW B: Initial Setup (Large Backfill)
-# ─────────────────────────────────────────────────────────────────────────
-# Goal: Process multiple weeks of historical data
-#
-# Steps:
-#   1. Python download (your entire date range)
-#   2. Run R10 with large offset to process all historical dates:
-#      & "C:\Program Files\R\R-4.4.3\bin\x64\Rscript.exe" r_app/10_create_per_field_tiffs.R angata 2026-02-04 365
-#      (This processes from 2025-02-04 to 2026-02-04, covering entire year)
-#   3. Run R20 with large offset to process all historical dates:
-#      & "C:\Program Files\R\R-4.4.3\bin\x64\Rscript.exe" r_app/20_ci_extraction_per_field.R angata 2026-02-04 365
-#      (This processes from 2025-02-04 to 2026-02-04, covering entire year)
-#   4. Run R30 once (growth model full season)
-#   5. Run R21 once (CSV export)
-#   6. Run R40 with specific week windows as needed
-#   7. Run R80 for each week you want KPIs for
-
-#   6. For each week, run:
-#      - R40 with different END_DATE values (one per week)
-#      - R80 with different WEEK/YEAR values (one per week)
-#      - R91 optional (one per week report)
-#
-# Pro tip: Script R40 with offset=14 covers two weeks at once
-#         Then R40 again with offset=7 for just one week
-#
-#
-# WORKFLOW C: Troubleshooting (Check Intermediate Outputs)
-# ─────────────────────────────────────────────────────────────────────────
-# Goal: Verify outputs before moving to next step
-#
-# After R10: Check field_tiles/{FIELD_ID}/ has #dates files
-# After R20: Check field_tiles_CI/{FIELD_ID}/ has same #dates files
-# After R30: Check Data/extracted_ci/cumulative_vals/ has All_pivots_*.rds
-# After R40: Check weekly_mosaic/{FIELD_ID}/ has week_WW_YYYY.tif per week
-# After R80: Check output/ has {PROJECT}_field_analysis_week*.xlsx
-#
-# ============================================================================
-
-# ==============================================================================
-# TROUBLESHOOTING
-# ==============================================================================
-#
-# ISSUE: R20 not processing all field_tiles files
-# ────────────────────────────────────────────────
-# Symptom: field_tiles has 496 files, field_tiles_CI only has 5
-#
-# Possible causes:
-#   1. Source files incomplete or corrupted
-#   2. Script 20 skips because CI TIFF already exists (even if incomplete)
-#   3. Partial run from previous attempt
-#
-# Solutions:
-#   1. Delete the small number of files in field_tiles_CI/{FIELD}/ (don't delete all!)
-#      rm laravel_app/storage/app/angata/field_tiles_CI/{fieldnum}/*
-#   2. Re-run Script 20
-#   3. If still fails, delete field_tiles_CI completely and re-run Script 20
-#      rm -r laravel_app/storage/app/angata/field_tiles_CI/
-#
-# ISSUE: Script 80 says "No per-field mosaic files found"
-# ────────────────────────────────────────────────────────
-# Symptom: R80 fails to calculate KPIs
-#
-# Possible causes:
-#   1. Script 40 hasn't run yet (weekly_mosaic doesn't exist)
-#   2. Wrong END_DATE or WEEK/YEAR combination
-#   3. weekly_mosaic/{FIELD}/ directory missing (old format?)
-#
-# Solutions:
-#   1. Ensure Script 40 has completed: Check weekly_mosaic/{FIELD}/ exists with week_WW_YYYY.tif
-#   2. Verify END_DATE is within date range of available CI data
-#   3. For current week: End date must be THIS week (same ISO week as today)
-#
-# ISSUE: Python download fails ("Not authorized")
-# ────────────────────────────────────────────────
-# Symptom: python 00_download_8band_pu_optimized.py fails with authentication error
-#
-# Cause: PLANET_API_KEY environment variable not set
-#
-# Solution:
-#   1. Save your Planet API key: $env:PLANET_API_KEY = "your_key_here"
-#   2. Verify: $env:PLANET_API_KEY (should show your key)
-#   3. Try download again
-#
-# ISSUE: R30 takes too long
-# ──────────────────────────
-# Symptom: Script 30 running for >30 minutes
-#
-# Cause: LOESS interpolation is slow with many dates/fields
-#
-# Solution:
-#   1. This is normal - large date ranges slow down interpolation
-#   2. Subsequent runs are faster (cached results)
-#   3. If needed: reduce offset or run fewer weeks at a time
-#
-# ==============================================================================
-
-# ==============================================================================
-# SUMMARY OF FILES CREATED BY EACH SCRIPT
-# ==============================================================================
-#
-# Script 10 creates:
-#   laravel_app/storage/app/{PROJECT}/field_tiles/{FIELD}/{DATE}.tif
-#
-# Script 20 creates:
-#   laravel_app/storage/app/{PROJECT}/field_tiles_CI/{FIELD}/{DATE}.tif
-#   laravel_app/storage/app/{PROJECT}/Data/extracted_ci/daily_vals/{FIELD}/{DATE}.rds
-#
-# Script 30 creates:
-#   laravel_app/storage/app/{PROJECT}/Data/extracted_ci/cumulative_vals/All_pivots_Cumulative_CI_quadrant_year_v2.rds
-#
-# Script 21 creates:
-#   laravel_app/storage/app/{PROJECT}/ci_data_for_python.csv
-#
-# Python 31 creates:
-#   laravel_app/storage/app/{PROJECT}/reports/kpis/field_stats/{PROJECT}_harvest_imminent_week_{WW}_{YYYY}.csv
-#
-# Script 40 creates:
-#   laravel_app/storage/app/{PROJECT}/weekly_mosaic/{FIELD}/{DATE}/week_{WW}_{YYYY}.tif
-#
-# Script 80 creates:
-#   laravel_app/storage/app/{PROJECT}/output/{PROJECT}_field_analysis_week{WW}_{YYYY}.xlsx
-#   laravel_app/storage/app/{PROJECT}/output/{PROJECT}_field_analysis_week{WW}_{YYYY}.rds
-#
-# Script 90/91 creates:
-#   laravel_app/storage/app/{PROJECT}/output/SmartCane_Report_week{WW}_{YYYY}.docx
-#
-# ==============================================================================
-