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Produce a tailored interview prep sheet (behavioral, technical, system design, company) from a job description and the user's resume.
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Basado en la clasificación ocupacional SOC
Apply to a single job (URL or pasted page) with fit review, or drain the pending queue when no argument is given.
Search a job board and autonomously apply to matching jobs one at a time, until paused, exhausted, or the max-applications cap is hit.
Write a tailored one-page cover letter from a job description and the user's resume, humanized for natural tone.
Parse a resume's uploaded PDF into structured JSON (basics, experience, projects, skills, education) and save it to the editor.
Fetch the latest verification code or magic link from the connected mailbox for a given board domain. Called by apply / auto-apply for 2FA and account-creation flows.
Remove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including: inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.
| name | interview |
| description | Produce a tailored interview prep sheet (behavioral, technical, system design, company) from a job description and the user's resume. |
| argument-hint | <job_description> |
Generate interview prep tailored to a JD and the candidate's resume.
Follow ../../shared/setup.md. Then Read the resume file at primaryResumeSourceAbsolutePath for the candidate's full background.
From the argument, identify: role title + level + team, core technical requirements, domain/industry, key responsibilities, company size/stage, any interview-process hints.
Focus on competencies the role requires. For each: question + suggested STAR answer (Situation, Task, Action, Result) using a real example from the resume + the experience to reference.
Example:
**Q: Tell me about a time you led a major migration.**
Suggested answer (STAR):
- Situation: At EmTech Care Labs, the platform was on AWS Amplify Gen 1 with slow builds.
- Task: Lead the migration to Gen 2 and unify the codebase.
- Action: Phased migration, unified TypeScript monorepo, consolidated 3 component libraries into one design system.
- Result: Cut build/deploy time 40%, created 40+ reusable components, improved velocity.
Based on the role's stack and requirements: language/framework, architecture and patterns, technologies listed in the JD. For each: concise answer outline with talking points from the candidate's experience.
Scenarios relevant to the company's product area. For each: outline the approach + which candidate projects demonstrate relevant experience.
Questions about the company's product, industry, competitors. Suggest research areas to explore before the interview.
List requirements where the candidate's experience is thin. Suggest how to frame each gap positively (transferable skills, adjacent experience, quick-learner). Recommend areas to brush up on.
# Interview Prep: [Role] at [Company]
## Role Summary
[2-3 sentences]
## Behavioral Questions
## Technical Questions
## System Design
## Company Research
## Watch Out For
## Key Talking Points
[3-5 bullets to weave into any answer]