{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "pinloop-ai-pinloop-cli--judge-postings-against-my-resume",
 "repo": "pinloop-ai/pinloop-cli",
 "repo_url": "https://github.com/pinloop-ai/pinloop-cli",
 "repo_slug": "pinloop-ai-pinloop-cli",
 "title": "Judge job postings against your resume",
 "page_title": "How to judge job postings against your resume with Pinloop CLI",
 "summary": "Have your coding agent score matching postings against your resume and preferences.",
 "who": "A job seeker who wants to find roles that fit their background without reading hundreds of postings by hand.",
 "problem": "Job boards return many postings, and most do not fit the candidate's experience or preferences.",
 "outcome": "A shortlist of postings, each judged against the resume and preference files you gave Pinloop.",
 "steps": [
  "Run `npm install -g pinloop` (Node 22 or newer is required).",
  "Run `pinloop login` and finish sign-in in the browser.",
  "Run `pinloop welcome` and follow the instructions your coding agent shows.",
  "Give your coding agent your resume and any preference files so Pinloop can hold them.",
  "Ask your agent to search postings with words and filters, then judge the matches against your resume."
 ],
 "agent_prompt": "Using the pinloop-cli repo, search Pinloop for postings matching <target role and location>, then judge each match against my resume and preference files. Expected output: a ranked shortlist with a short reason for each score. Verify that each shortlisted posting links back to its original listing.",
 "agents": [
  "claude-code",
  "codex",
  "cursor"
 ],
 "difficulty": "Intermediate",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "The Free plan allows 5 postings pulled per day and 150 postings judged through LLM calls per month, so large searches may need the Pro plan or your own agent.",
 "category": "Work and operations",
 "tags": [
  "Work and operations"
 ],
 "lang": "typescript",
 "requirements": [
  "Node 22 or newer",
  "A coding agent such as Claude Code, Codex, or Cursor",
  "A Pinloop account, created with `pinloop login` through a browser (no password)",
  "Your resume and any preference files, if you want postings judged against them"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": true,
 "score": 1.0,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/pinloop-ai-pinloop-cli/judge-postings-against-my-resume/",
 "md": "https://dedupedai.com/use-cases/pinloop-ai-pinloop-cli/judge-postings-against-my-resume/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/pinloop-ai-pinloop-cli--judge-postings-against-my-resume.json",
 "api_version": "v1"
}