Workflows
Master Your Job Search with an AI Coach
An adaptive AI coach for the full job search lifecycle, from resume optimization and mock interviews to offer negotiation and transcript analysis.
Without it
Piece it together by hand, every time.
With it
Navigate the entire job search lifecycle with a persistent, adaptive AI coach. This system analyzes your profile, prepares you for interviews, and helps you negotiate offers.
What you get
- Decode job descriptions and identify recruiter questions.
- Optimize your resume and LinkedIn profile for ATS.
- Conduct mock interviews across various formats.
- Analyze past interview transcripts to identify and address weaknesses.
Add this skill
Interview Coach
Overview
A persistent, adaptive coaching system for the full job search lifecycle.
Not a question bank — an opinionated system that tracks your patterns,
scores your answers, and gets sharper the more you use it. State persists
in coaching_state.md across sessions so you always pick up where you left off.
Install
npx skills add dbhat93/job-search-os
Then type /coach → kickoff.
When to Use This Skill
- Use when starting a job search and need a structured system
- Use when preparing for a specific interview (company research, mock, hype)
- Use when you want to analyze a past interview transcript
- Use when negotiating an offer or handling comp questions on recruiter screens
- Use when building or maintaining a storybank of interview-ready stories
What It Covers
- JD decoding — six lenses, fit verdict, recruiter questions to ask
- Resume + LinkedIn — ATS audit, bullet rewrites, platform-native optimization
- Mock interviews — behavioral, system design, case, panel, technical formats
- Transcript analysis — paste from Otter/Zoom/Grain, auto-detected format
- Storybank — STAR stories with earned secrets, retrieval drills, portfolio optimization
- Comp + negotiation — pre-offer scripting, offer analysis, exact negotiation scripts
- 23 total commands across the full search lifecycle
Examples
Example 1: Start your job search
/coach
kickoff
The coach asks for your resume, target role, and timeline — then builds
your profile and gives you a prioritized action plan.
Example 2: Prep for a specific company
/coach
prep Stripe Senior PM
Runs company research, generates a role-specific prep brief, and queues
up mock interview questions tailored to Stripe's process.
Example 3: Analyze an interview transcript
/coach
analyze
Paste a raw transcript from Otter, Zoom, or any tool. The coach
auto-detects the format, scores each answer across five dimensions,
and gives you a drill plan targeting your specific gaps.
Example 4: Handle a comp question
/coach
salary
Coaches you through the recruiter screen "what are your salary
expectations?" moment with a defensible range and exact scripts.
Source
https://github.com/dbhat93/job-search-os
Limitations
- Use this skill only when the task clearly matches the scope described above.
- Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
- Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.