registry
Source inventory
Each upload feeds sources/registry.yml. IDs S01, S02… for citation and audit.
A writing studio, not a chatbot
Citara chains the phases of a professional dossier in one environment: inventoried sources, Markdown editing, checks before delivery.
cadrage
Scoping and editorial plan
Markdown is source of truth. Iterate plan and scope without touching Word layout.
prompts
Per-chapter briefs
prompts/chapters/*.md files: reproducible, refinable chapter by chapter.
edition
Assisted writing
LLM works from workspace sources — not free memory. One galley per chapter or batch.
review
Control apparatus
Review job: citations, freshness, unsourced ratio. Structured report before export.
export
DOCX export
Pandoc + DOCX template (workspace or document). Automatic pre_export snapshot.
snapshots
Archived editions
Restorable document snapshots — history independent of Git versioning.
workspaces
Multi-user studios
Isolated workspaces, admin and member roles, collaborative access without end-user LLM setup.
Pilot an edition on a real dossier
3–6 month pilot on a limited scope — technical proposal, mission report, or product documentation.