pre-screeninglisted

# Pre-Screening — Candidate Screening Questionnaire Generator ## 1. Overview This skill generates pre-screening questionnaires from a Job Description and a candidate's CV. It performs a CV-vs-JD gap analysis to identify areas needing clarification, then produces a structured questionnaire covering five categories with a maximum of 12 questions. It operates in two delivery modes: - **Async mode** — a formal, self-explanatory questionnaire sent to the candidate for self-paced completion (email, ATS form, or document) - **Live mode** — a conversational interviewer script for phone or video screening calls, with follow-up probes, timing cues, note-taking space, and green/red flag indicators The skill auto-detects language from the conversation and input documents, producing output in the detected language. Supported languages: English (`en`) and Italian (`it`). The user may override with an explicit language choice. **Output file:** `{candidate}-prescreening.md` in `docs/outbox/` **Connector support:** Skills degrade gracefully without connectors. - If **~~ATS** is connected: pull candidate CV, application data, and job requisition details automatically - If **~~knowledge base** is connected: pull organization-specific screening templates, salary bands, and hiring policies If no connectors are available, the skill asks the user to provide JD and CV content manually and proceeds with its built-in reference files. --- ## 2. Pipeline ### Step 1 — Input Collection Collec