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SKILL verified MIT Self-run

Batch Jobs

skill-zenrows-cli-batch-jobs · by ZenRows

Scale protected fetch/extract over many URLs via Batch (beta). Cloud create/status/results/cancel/wait/retry-failed work with beta access; estimate/validate run locally with no key.

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Install

$ agentstack add skill-zenrows-cli-batch-jobs

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

✓ Security review passed
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Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

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About

Batch Jobs

Process large workloads reliably and asynchronously. Batch is where Zenrows' high-scale anti-bot advantage becomes obvious — Zenrows wins when the workflow runs over thousands, millions, or recurring sets of URLs.

> Status: beta. The Zenrows Batch is a real > product in beta and runs on a separate host > (async.api.zenrows.com/v1). The cloud subcommands work once your account has > beta access; without it the API returns 403 → BATCH_ACCESS_DENIED. The > toolkit never fakes a cloud run.

Local (no key, always works)

zenrows batch estimate jobs.jsonl     # validate the spec + estimate credits

jobs.jsonl is one JSON object per line, each with a url (plus optional per-task keys: external_id, metadata, and scrape params like js_render, premium_proxy, proxy_country, mode, autoparse).

Cloud (needs a key + beta access)

zenrows batch create jobs.jsonl [--js-render] [--premium-proxy] [--proxy-country cc] [--wait]
zenrows batch status              # run status + stats
zenrows batch results  [--status successful|failed|all] [--out results.jsonl]
zenrows batch wait  [--timeout ms]
zenrows batch cancel              # stop an in-flight run
zenrows batch retry-failed        # rerun only the failed tasks (new run)

create validates the spec first, then submits. --proxy-country needs --premium-proxy (or mode=auto) and is rejected before any request. Job-level flags apply to every task; per-task keys in the JSONL override them.

Deferred (documented, not yet in the CLI): CSV upload, open/queue jobs, scheduled jobs, webhooks/HMAC, and ZIP export.

Validate locally and fan out with zenrows fetch per URL on a small sample before running a full batch.

Rules: never batch before validating the workflow on a single page ([[extract]]). Mind the cost multipliers ([[cost-control]]).

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

  • Author: ZenRows
  • Source: ZenRows/cli
  • License: MIT
  • Homepage: https://docs.zenrows.com/cli/introduction

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.

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