Have Claude Code read new job postings daily and shortlist the good fits
Pinloop, an open-source CLI built with Claude Code, pulls postings hourly from Greenhouse, Workday and 50+ hiring systems plus boards like LinkedIn. Claude Code reads each new posting against your stored resume and writes a verdict with reasons.
Source
@thisdudelikesAI on X · 2026-10-15
Written in our own words. Credit to the original author. Link checked 2026-10-22.
What they did
Pinloop, an open-source CLI built with Claude Code, pulls postings hourly from Greenhouse, Workday and 50+ hiring systems plus boards like LinkedIn. Claude Code reads each new posting against your stored resume and writes a verdict with reasons.
Result (as claimed)
A morning shortlist instead of endless scrolling; installs with one prompt.
Tools they used
Cost: Claude Code: from $17/mo; OpenAI Codex: free plan, paid from $8/mo; Cursor: free plan, paid from $8/mo.
Set it up
Define the job
Say exactly what you want done and what the agent may and may not do on your behalf.
Share only what is needed
Give Claude Code the minimum files or access required. Avoid sharing passwords in chat when a safer login flow exists.
Review the plan
Ask the agent to show its plan or draft before it acts, and approve each step that has real consequences.
Check the result
Confirm the outcome yourself (order placed, request sent, document understood) and keep a record.
Copy the full setup prompt
Paste into your agent and it will walk you through the setup, asking before anything that sends, posts or spends.
You are helping me set up this AI use case end to end in Claude Code. Goal: Have Claude Code read new job postings daily and shortlist the good fits What the original author did: Pinloop, an open-source CLI built with Claude Code, pulls postings hourly from Greenhouse, Workday and 50+ hiring systems plus boards like LinkedIn. Claude Code reads each new posting against your stored resume and writes a verdict with reasons. Reported result (as claimed by the author): A morning shortlist instead of endless scrolling; installs with one prompt. Source: https://x.com/thisdudelikesAI/status/2110687856276713553 Tools they used: Claude Code, OpenAI Codex, Cursor, LinkedIn Category: Personal & life Please: 1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like). 2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure. 3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data. 4. Finish with a checklist to run it again next time.
You are helping me set up this AI use case end to end in Codex. Goal: Have Claude Code read new job postings daily and shortlist the good fits What the original author did: Pinloop, an open-source CLI built with Claude Code, pulls postings hourly from Greenhouse, Workday and 50+ hiring systems plus boards like LinkedIn. Claude Code reads each new posting against your stored resume and writes a verdict with reasons. Reported result (as claimed by the author): A morning shortlist instead of endless scrolling; installs with one prompt. Source: https://x.com/thisdudelikesAI/status/2110687856276713553 Tools they used: Claude Code, OpenAI Codex, Cursor, LinkedIn Category: Personal & life Please: 1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like). 2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure. 3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data. 4. Finish with a checklist to run it again next time.
You are helping me set up this AI use case end to end in Grok Bot. Goal: Have Claude Code read new job postings daily and shortlist the good fits What the original author did: Pinloop, an open-source CLI built with Claude Code, pulls postings hourly from Greenhouse, Workday and 50+ hiring systems plus boards like LinkedIn. Claude Code reads each new posting against your stored resume and writes a verdict with reasons. Reported result (as claimed by the author): A morning shortlist instead of endless scrolling; installs with one prompt. Source: https://x.com/thisdudelikesAI/status/2110687856276713553 Tools they used: Claude Code, OpenAI Codex, Cursor, LinkedIn Category: Personal & life Please: 1. Ask me 3 short questions about my situation (accounts I have, budget, what I want the output to look like). 2. Propose a step-by-step plan using these tools or cheaper alternatives, with the time and cost of each step. Use official pricing pages; say "check pricing" if unsure. 3. Then do the setup with me one step at a time, waiting for my OK before anything that sends messages, posts publicly, spends money or deletes data. 4. Finish with a checklist to run it again next time.
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Guides for this use case
How to vibe code an app with Claude Code · How to save, share and resume coding agent sessions · How to use Claude Code and Codex together · How to automate social media posts with AI agents
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