firecrawl-agent: Enabling AI to Autonomously Crawl Websites and Extract Structured Data Based on a Schema
firecrawl-agent is an Agent Skill included with the Firecrawl CLI, teaching coding assistants to run firecrawl agent in the terminal: autonomously crawl sites, collect data across pages, and constrain output with a JSON Schema. The article explains how it complements Alexandria’s ready-made workflows, covers installation and authentication (npm / init / setup core), outlines typical commands (--wait, --schema, --urls, job polling), and discusses the trade-offs between credits and scrape, making it easier to integrate web data into AI application pipelines.
Read Moredsh--schema: Local JSON Schema Validation
The `dsh--schema` plugin for DSH Harness is designed to address agent data validation needs, providing lightweight, local data format constraints through the JSON Schema specification. This plugin requires no network access or external service dependencies and supports structured validation of tool outputs and user inputs to ensure data formats meet expected requirements. Users need to install and enable the plugin, after which they can invoke its registered tools within DSH sessions to perform format checks. As with any plugin, please review its source code independently to ensure security.
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