Write quality per mission

The Master CV is the only source of truth. prepare (aliases write / cv / tailor) delivers a ready-to-review pack for this offer: reordered text, cover, ATS notes, Word file. You study it, fix gaps in the master if they are real, then apply on the employer page. Nothing is invented. It is not Easy Apply.

Action: career action=prepare id=job-... (Studio #/career, Tauri, CLI, chat). The loop and the heartbeat never write and never apply.

What prepare delivers

Block	Source	Model polish?
CV text	Master CV + experiences + stack + education	Only if `ai_assist` is true
Aligned skills	Intersection of offer keywords and the file	No
Other on-file skills	Profile stack not in the offer	No
Experiences	Profile cards, reordered toward the posting	No (order only)
Cover / message	Title + company + facts already on the CV	Only if `ai_assist` is true
ATS notes	Matched keywords + missing terms (left out)	No
Word pack	`python-docx`: CV + letter + notes	No
Apply	Opens the official URL; you submit	No

Language: FR if the first profile language starts with fr, or the offer / residence country is FR, BE, LU, MC, CH. Otherwise EN.

What you must put on file

Field	Role in prepare
Name, email, phone	CV header
Titles, headline	Banner
Stack, strengths, highlights	Alignment and opening lines
Experiences (title, company, period, facts)	Body, scored against the offer
Education	Education block, never invented
Master CV (text)	Paragraphs reordered toward the posting
Countries, languages	Pack locale

Without a master and without experiences and without a stack, the pack says Master CV is not on file. apply refuses until cv_text is present.

The desk writes a .docx under ~/.navin/career/files/. Download: career action=download id=job-.... There is no company Word template (unlike Tenders). Each prepare generates a clean file.

How the model works

build_pack builds a deterministic draft. Offer terms missing from the file stay in keywords_missing and are not added to the CV.
AI polish runs only when ai_assist is true and NAVIN_CAREER_AI / NAVIN_TENDERS_AI is not off. Default: template only.
Guard: no invented employer, date, tool or diploma. Otherwise the desk keeps the template.
A Word pack is written. Stage ready. Next action: review, then open the original URL.
apply opens the official page. LinkedIn + autopilot is refused.

What prepare does not do

No employer submit. You paste / upload on their page.
No Easy Apply, no LinkedIn scrape.
No stack, role or certificate missing from the Master CV.
No write or apply from the loop or the heartbeat.
No chat cron that prepares or applies.

The deliverable is ready to review for this mission. You do not rewrite from scratch.

How to get a good pack

Finish the profile wizard (title + countries + stack).
A readable master CV and 3-8 dated experiences.
A real stack, not a wishlist.
Route the docs role only if you opt in to ai_assist.
career action=status then prepare id=job-.... Check keywords_matched, keywords_missing, pack_ready.
Studio: offer card → Adapt the CV to this mission → review → download Word → Apply (employer page).

Agent

/career
career action=status
career action=get id=job-...
career action=prepare id=job-...
career action=download id=job-...
career action=apply id=job-...

Skills career-cv / cv-tailoring: reorder and echo the posting. Never add an employer or tool that is not on the master.

Opt in to AI: profile ai_assist: true. Turn off: leave it false, or set NAVIN_CAREER_AI=off.