ai-job-search vs OpenClaw
Two of the top projects in Assistants, side by side: who leads on each score part and who each one suits, then setup, license, activity and what each review found.
ai-job-search
Claude Code workflow that searches job boards and drafts tailored CVs and cover letters
OpenClaw
Personal AI assistant reachable through Discord, Slack, Telegram, WhatsApp and more
Verdict
ai-job-search ranks higher, 92 to 85. Of the 3 score parts we measure for both, ai-job-search leads on 1, OpenClaw on 1 and 1 is even.
- AdoptionOpenClaw leads by 9 points, 100 to 91.
- FreshnessEven at 100.
- MaintenanceWe do not score ai-job-search on this; OpenClaw has 91.
- Easy to runWe do not score ai-job-search on this; OpenClaw has 67.
- Agent-readyai-job-search leads by 25 points, 70 to 45: a wide gap.
Pick ai-job-search if you are
Job seekers comfortable with Claude Code, git and LaTeX
- Drafter-reviewer pipeline compiles CV and cover letter PDFs with page-count and ATS checks
- Postings pass a deterministic integrity gate for hidden text and injected instructions
Pick OpenClaw if you are
Self-hosters who want a personal or team AI assistant inside their chat apps
- Connects to 20+ messaging channels plus native apps on five desktop and mobile platforms
- Model providers and agent harnesses are plugins, with hosted and local models supported
| What we compare | ai-job-search | OpenClaw |
|---|---|---|
| Score parts, out of 100 | ||
| Adoption | 91, widely used | 100, widely used |
| Freshness | 100, active | 100, active |
| Maintenance | Not scored for this kind | 91, healthy |
| Easy to run | Not scored for this kind | 67, easy |
| Agent-ready | 70, partly | 45, minimal |
| Facts from GitHub and the README | ||
| Stars | 63.1k | 392.7k |
| License | MIT (permissive) | MIT (permissive) |
| Last commit | Oct 2026 | Oct 2026 |
| Last release | Oct 2026 | Oct 2026 |
| Language | Python | TypeScript |
| Docker | No | Yes |
| GPU | Not needed | Optional |
| arm64 or Apple Silicon | Not stated | Mentioned |
ai-job-search
A Claude Code project you fork and fill in with your profile. Slash commands (/setup, /scrape, /rank, /apply, /interview, /outcome) search job portals, score postings against a fit framework, and draft a LaTeX CV and cover letter that a second reviewer agent critiques before final PDF compilation. Portal skills target Danish boards, plus LinkedIn and freehire.me.
Who it is for: Job seekers comfortable with Claude Code, git and LaTeX
Strengths
- Drafter-reviewer pipeline compiles CV and cover letter PDFs with page-count and ATS checks
- Postings pass a deterministic integrity gate for hidden text and injected instructions
- Tracks applications end to end: /outcome, /gmail-sync, /notion-sync, /html-report, /interview
- Portal CLIs are auto-discovered, and /add-portal scaffolds one for your own market
Weaknesses
- Requires Claude Code with a paid subscription or API credits; other agent tools only partly supported
- Most portal skills target Denmark; other markets rely on LinkedIn, freehire.me or a custom portal
- Needs Python 3.10+, Bun and a full LaTeX install, which is a heavy setup
- A public fork exposes personal data in tracked files; a private repo is needed
- no GPU
- Needs Claude Code, Python 3.10+, Bun, LaTeX (lualatex, xelatex), pypdf or poppler (optional)
- Models: Claude (via Claude Code)
OpenClaw
OpenClaw runs a local Gateway that connects an AI assistant to 20+ messaging channels, including iMessage, Teams and Signal, with native apps for macOS, iOS, Android, Windows and Linux. State, memory and credentials stay on your hardware, and models and agent harnesses such as Claude, Codex or local models are swappable plugins. The same Gateway can serve one user or a shared team deployment.
Who it is for: Self-hosters who want a personal or team AI assistant inside their chat apps
Strengths
- Connects to 20+ messaging channels plus native apps on five desktop and mobile platforms
- Model providers and agent harnesses are plugins, with hosted and local models supported
- No paid tier or hosted service; only a daily version check phones home, and it can be disabled
- Skills and plugins extend it through a plugin SDK and the ClawHub registry
Weaknesses
- Tools run on the host for the main session unless sandboxing is configured
- Prompts still go to whichever model provider and chat platforms you configure
- Requires Node 24.16+ or 26.1+; plain npm install from the source repo is unsupported
- Exposing the Gateway or adding users needs careful reading of the security guides
- GPU optional
- Docker + Compose
- Needs Node.js 24.16+ or 26.1+, model provider account or local model
- Models: Claude, Codex, local models
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