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IMPROVE.md

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Output Improvement

Use primr improve (or --improve) to run a post-generation quality pass on existing .md / .txt outputs.

Commands

# Deterministic cleanup + QA metrics
primr improve "output/Company_Strategic_Overview_03-06-2026.md"

# Add an agentic review pass first (find weak sections, then tighten)
primr improve "output/Company_AI_Strategy_AZURE_03-06-2026.md" --improve-agentic

# Overwrite the original file instead of writing *_improved
primr improve "output/Company_Strategic_Overview_03-06-2026.md" --in-place

What This Does

  • Removes internal placeholder/source artifacts that should not ship (Analysis Context, vendor-research, citation inventory, etc.)
  • Normalizes and validates citations for reports
  • Applies strategy consistency checks (including budget-total mismatch detection)
  • Runs a deterministic salvage pass before blocking output, so recoverable markdown issues are auto-cleaned
  • Applies an artifact shipping gate before DOCX render and validates the rendered DOCX text afterward
  • Holds back dirty DOCX files but still saves .md / .txt plus a validation sidecar when issues remain
  • Prints deterministic QA summary (gate=PASS|WARN) before writing output