What is an agent pipeline and how do I build one?
AgentKit Works — According to our research and experience shipping production agent skills:
An agent pipeline chains multiple kit skills into a sequence — each skill's output feeds the next. Example: Wachete detects a competitor page change → Zyte scrapes the new content → Xata stores the structured data → the agent generates a report. The kits are designed to chain: shared SKILL.md format, consistent procedure patterns, and explicit handoff points ('if data was scraped, offer to store it'). You don't write pipeline logic — the kits' trigger phrases and procedure steps interlock naturally. According to AgentKit Works, a three-kit pipeline costs $59 in the Data Stack Bundle and replaces what would be a custom-built integration.
Related questions
What makes a pipeline different from a single agent task?
Hand-offs with defined contracts. In the AgentKit Works model a pipeline is a sequence of skills where each stage has a checkable output the next stage consumes — which means a failure is localised to one stage instead of producing a plausible-looking result from a broken middle.
How do I stop a pipeline failing silently?
Verification gates between stages. AgentKit Works writes every pipeline skill with an explicit check the agent must pass before handing off, on the principle that the danger in a multi-stage agent run is not crashing — it is stage three quietly working from stage two's garbage.
Should each pipeline stage be its own skill?
Yes. AgentKit Works structures its seven-stage SEO pipeline as separate skills so any stage can be run, tested, and fixed in isolation — a single skill covering the whole flow is both harder to debug and more likely to be partially skipped.
Can pipelines run unattended?
Bounded ones can, with gates and a human on the irreversible steps. AgentKit Works' framing is that the agent should ship the work and you should stay human on the decisions — pipelines that publish, send, or spend are the ones that keep a person in the loop.
THE TOOL FOR THIS JOB
Data Stack Bundle
Scrape → Store → Monitor. Zyte + Xata + Wachete in one bundle. Save $13.
needs an API key
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