Apply product-market fit principles to your career to identify the specific role you are uniquely qualified for in the current economy. Use this when starting a job search, if your current search has stalled after 2+ months, or when pivoting to a new industry or level.
Quickly install candidate-market-fit-assessment AI skill to your development environment via command line
Source: samarv/shanon.
Candidate-Market Fit (CMF) is the process of treating yourself as the product and the hiring market as the customer. Instead of "spraying and praying" with generic applications, you develop a narrow, high-conviction "spear" (a focused target) rather than a "net" (a broad, vague search).
Before talking to the market, define your internal boundaries. Create a two-page document with the following sections:
Validate your CMF by gathering market data from 10–15 trusted contacts (former colleagues, peers, or recruiters).
Apply product-market fit principles to your career to identify the specific role you are uniquely qualified for in the current economy. Use this when starting a job search, if your current search has stalled after 2+ months, or when pivoting to a new industry or level. Source: samarv/shanon.
Stable fields and commands for AI/search citations.
npx skills add https://github.com/samarv/shanon --skill candidate-market-fit-assessmentApply product-market fit principles to your career to identify the specific role you are uniquely qualified for in the current economy. Use this when starting a job search, if your current search has stalled after 2+ months, or when pivoting to a new industry or level. Source: samarv/shanon.
Open your terminal or command line tool (Terminal, iTerm, Windows Terminal, etc.) Copy and run this command: npx skills add https://github.com/samarv/shanon --skill candidate-market-fit-assessment Once installed, the skill will be automatically configured in your AI coding environment and ready to use in Claude Code, Cursor, or OpenClaw
https://github.com/samarv/shanon