Pot să vibecodez Saply?

Ce construiești

Upload a text-based PDF or DOCX, extract structured candidate data, optionally tailor it to a job, and render a branded DOCX.

ce îți trebuie

• LLM API key
• PDF and DOCX text extraction
• tagged DOCX template
• document rendering
• local job storage

The personal CV pipeline is vibecodeable and works on clean CVs. Agency-grade extraction accuracy, the in-Word AI agent, EU tender formats, and integrations are the subscription. The failure mode of the DIY version is silent: missing values stay null, but nothing guarantees the value was extracted in the first place.

Promptul

Un weekend cu un agent de coding. Golurile care rămân sunt mai jos, la „ce pierzi”.

Build me a local CV formatting pipeline to replace Saply for personal use. Requirements:

- A Node + Express app on localhost:4173 with one page to upload a PDF or DOCX,
  choose a file from templates/, add an optional job description, and run the job.
- Extract DOCX text with mammoth and PDF text with pdftotext. Detect image-only files
  and stop with a clear message instead of producing an empty CV.
- Send extracted text to an LLM API of your choice, key from .env, using a strict JSON
  schema for contact details, summary, skills, experience, education, and certificates.
- Never invent employers, dates, qualifications, or skills. Missing values stay null,
  and every tailored claim must be supported by the source CV.
- Render the JSON into the selected tagged Word template using docxtemplater and PizZip,
  preserving its fonts, colors, tables, headers, footers, and repeating experience rows.
- When a job description is present, show a 0-100 match score, strengths, gaps, and
  questions. Rewrite the summary and bullets only when a Tailor checkbox is enabled.
- Save job metadata and structured JSON in SQLite via better-sqlite3. Delete uploaded
  source files and generated documents after 24 hours.
- Bind to localhost only, with no accounts or telemetry. Data leaves the machine only
  for the documented LLM call.
- Out of scope: OCR for scanned CVs, Word or Google Docs add-ins, ATS/email integrations,
  bulk processing, collaboration, and enterprise compliance controls.
- Include a sample tagged template, two fixture CVs, extraction/render smoke tests, and
  a README covering setup, .env, template tags, retention, and the honest limitations.
- Be aware of the hard part: CVs vary wildly in structure (two-column layouts, tables,
  sidebars, mixed date formats), and a schema that runs fine on the fixtures will
  silently miss fields on real-world CVs. Test on messy inputs and document what gets
  dropped.

Ce pierzi

• extraction accuracy across thousands of real-world CV layouts, tuned on years of data so nothing is silently dropped
• OCR for scanned and image-based CVs
• the AI agent that edits any CV in plain language directly inside Word and Google Docs
• Word, Google Docs, email, and ATS integrations (Bullhorn, Carerix, Spott, Loxo)
• EU tender templates (Europass, DIGIT-TM III, ITUSS21) plus anonymisation and translation
• ISO 27001 certified handling of security-sensitive candidate data
• bulk processing, team workflows, SLA, and enterprise support

De ce se plătește în continuare

A recruiter cannot ship a client CV with a missing employer or certification, and cannot lose a minute fine-tuning output: in staffing, quality and speed win the placement. Teams pay for extraction that does not miss data across wildly varied CVs, output that is right the first time in their own and EU tender templates, and the ease of working directly inside Word, Google Docs, email, and their ATS. CVs are also security-sensitive documents, and certified handling is part of what agencies are buying.

moat: Date proprietare Integrări Calitatea execuției ce e un moat

extraction accuracy/integrations/workflows

Alternative gratuite

N-ai chef să ți-o construiești? Astea există deja, sunt gratuite sau open source, și le-am verificat una câte una.

Cine l-a construit deja

Să pornești de aici e tot vibecoding: promptul e pentru când o vrei exact în felul tău.

• Reactive Resume (se deschide într-o filă nouă) — Open-source resume builder with customizable templates and PDF, JSON, and DOCX export.
• Resume Matcher (se deschide într-o filă nouă) — Open-source LLM resume tailoring, job matching, template editing, and PDF export.

Ești de acord?

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