AgentIndex icon
AgentIndex
career-ops logo
career-ops
★ 77.9k
vs
loopx logo
loopx
★ 6.4k

career-ops vs loopx

career-ops: career-ops is a local-first job-search system that runs inside an AI coding CLI such as Claude Code, Codex, Qwen, OpenCode or Grok Build. Paste a job and it checks the posting is still live, scores it 1-5 against your real CV, and drafts an ATS-readable CV, cover letter, application answers and outreach notes. It never submits applications or sends email, has no telemetry, and keeps your data on your machine.; loopx: LoopX is a local-first semantic control plane and research workbench for long-running agent teams. It keeps goals, accepted requirements, decisions, ownership and evidence durable across sessions and runtimes such as Codex, Claude Code and DeepSeek Harness, so agents and people can judge progress by what changed.

01

TL;DR

career-ops logo
career-opsWorkflow Automation · ★ 77.9k

Deciding which job postings are worth applying to

Read career-ops full review →
loopx logo
loopxWorkflow Automation · ★ 6.4k

Keep a coding or research agent working across many sessions

Read loopx full review →
02

Side-by-Side Comparison

Field
career-ops logocareer-ops
loopx logoloopx
Category
Workflow Automation
Workflow Automation
Stars
★ 77.9k
★ 6.4k
License
MIT
Apache-2.0
Install Command
npx @santifer/career-ops init
python3 -m pip install --upgrade loopx && loopx workflow-skills --install
Updated
1d ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
job-search, career, resume
long-horizon, agent-control-plane, codex
03

Features

career-ops logocareer-ops
01A-H evaluation that scores a job against your CV and advises skipping weak fits
02Tailored ATS-readable CV PDFs and cover letters with an approval gate
03Portal scanner with 100+ preconfigured companies across Ashby, Greenhouse, Lever and Wellfound
04Interview prep, story bank, negotiation scripts and offer-stage contract review
05Terminal dashboard and pattern analysis of rejections and ghost-job reposts
loopx logoloopx
01Durable goals, decisions and evidence across sessions and restarts
02Agent-native Kanban with claims, leases, gates and writebacks
03Works through Codex, Claude Code, DeepSeek Harness and other hosts
04Human authorization still governs protected actions
05Published long-horizon benchmark study on LHTB
04

Use Cases

career-ops logocareer-ops
↳Deciding which job postings are worth applying to
↳Tailoring CVs and cover letters per role without fabricating experience
↳Tracking an application pipeline and preparing for interviews
loopx logoloopx
↳Keep a coding or research agent working across many sessions
↳Coordinate peer agents with explicit ownership and handoff
↳Run multi-day experiments and keep their evidence
05

Best For

career-ops logocareer-ops
Most Popular
loopx logoloopx
—
FAQ

FAQ

What is the difference between career-ops and loopx?
Both career-ops and loopx are in the Workflow Automation category. career-ops has 77.9k stars, while loopx has 6.4k stars.
Which is better, career-ops or loopx?
The best choice depends on your use case. Choose career-ops if Deciding which job postings are worth applying to, and loopx if Keep a coding or research agent working across many sessions.
Is career-ops free or open source?
Yes, career-ops is open source on GitHub (MIT).
Is loopx free or open source?
Yes, loopx is open source on GitHub (Apache-2.0).
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