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L-Ami-Fiduciaire/_bmad/bmb/workflows/workflow/data/csv-data-file-standards.md
Saad Ibn-Ezzoubayr 35545c2a8f feat: L'Ami Fiduciaire V1.0.0 — full codebase with Story 0.1 complete
Initial commit of the L'Ami Fiduciaire SaaS platform built on Laravel 12,
Vue 3, Inertia.js 2, and Tailwind CSS 4.

Story 0.1 (rename folders to declarations in database) is implemented and
code-reviewed: migration, rollback, and 6 Pest tests all passing.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-03-11 23:33:10 +00:00

1.3 KiB

CSV Data File Standards

When to Use CSV

Use for:

  • Domain-specific data not in training data
  • Too large for prompt context
  • Structured lookup/reference needs
  • Cross-session consistency required

Don't use for: Web-searchable info, common syntax, general knowledge, LLM-generatable content

CSV Structure

category,name,pattern,description
"collaboration","Think Aloud Protocol","user speaks thoughts → facilitator captures","Make thinking visible during work"

Rules:

  • Header row required, descriptive column names
  • Consistent data types per column
  • UTF-8 encoding
  • All columns must be used in workflow

Common Use Cases

Method Registry

category,name,pattern
collaboration,Think Aloud,user speaks thoughts → facilitator captures
advanced,Six Thinking Hats,view problem from 6 perspectives

Knowledge Base Index

keywords,document_path,section
"nutrition,macros",data/nutrition-reference.md,## Daily Targets

Configuration Lookup

scenario,required_steps,output_sections
"2D Platformer",step-01,step-03,step-07,movement,physics,collision

Best Practices

  • Keep files small (<1MB preferred)
  • No unused columns
  • Use efficient encoding (codes vs full descriptions)
  • Document purpose
  • Validate data quality