Chapter 1 — Intake & Profile
Prompt 2 CV Parsing
Your raw CV becomes structured data: experience with dates, skills, tools, ATS keywords — with anything ambiguous flagged instead of silently guessed.
- Inputs: `[USER:CV_INPUT]`, `[AGENT:CANDIDATE_PROFILE]`
- Outputs: `[AGENT:CV_PROFILE]`
- Checkpoint: No.
- Quality gate: Profile contains experience with dates and at least one skill. Otherwise repeat once with a clarifying question.
- Suggested agents: Agent 2.
- Manual use: Paste P2 with your CV text and Step 1 output.
`[AGENT:CV_PROFILE]` Checkpoint: No.
The Prompt
Parse [USER:CV_INPUT] and [AGENT:CANDIDATE_PROFILE] into [AGENT:CV_PROFILE]. Extract contact info, professional summary, work experience with dates and companies, education, skills, tools, certifications, languages, projects, achievements, and references. Normalize titles and dates. Extract ATS keywords. Flag ambiguous sections in [AGENT:ASSUMPTION_LOG]. Do not invent experience, skills, dates, or achievements. Do not inflate seniority. Do not rewrite the CV. Do not apply to jobs.