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. Persist state to coaching_state.md only when requested, in an authorized private location; retain verified facts and user-approved examples. The host may not recover it automatically.
Package availability
This AAS entry contains the guide, not the 23-command implementation. /coach is an external package/host convention; discover actual availability before claiming it ran. Basic coaching can proceed directly with supplied role, CV and examples. Verify current company process/salary sources and dates; never invent achievements, hiring steps or ATS scores. Avoid unnecessary transcript identifiers and ask before third-party uploads.
Install
# Review an immutable upstream revision/license, then install only into the explicitly authorized workspace/host path.
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.