Orchestrate end-to-end document processing with seeding, claim extraction, and archiving.
npx skills add https://github.com/zby/llm-do --skill pipeline-zby
Please help me install this Agent Skill. Skill: pipeline Source: https://github.com/zby/llm-do/tree/main/arscontexta/skills/arscontexta-pipeline Command: npx skills add https://github.com/zby/llm-do --skill pipeline-zby
This Skill automates the entire lifecycle of processing source documents, from initial seeding and extraction to complex claim reflection and final archiving, ensuring a complete and verifiable workflow.
/inbox/ end-to-end, extracting all claims, refining them through reflection and review, and finally archiving the processed data and generated notes.Run the full pipeline on the source file located at 'arscontexta/inbox/document_batch_1.txt'.
High-intent search queries and answers about installing and using this skill.
Automated document processing pipelines orchestrate the full lifecycle of legal sources, handling initial seeding, claim extraction, multi-phase reflection, and final archiving to ensure a verifiable workflow.
Resumable workflow automation pipelines manage state via a dedicated queue file, ensuring that interrupted batch archiving and claim processing tasks can be seamlessly resumed without losing progress.
Processing legal documents from an inbox folder involves triggering a full pipeline execution that extracts claims, refines them through multi-phase verification, and archives the processed data and generated notes.
Multi-phase claim processing in document pipelines involves sequentially reflecting, reweaving, and verifying extracted claims to refine source data and ensure comprehensive domain-specific vocabulary mapping.
Pipeline supports optional handoff block generation, allowing processed claims and archived documents to seamlessly transfer context to subsequent chained operations in a workflow automation sequence.
Resumable document processing pipelines rely on a queue file for state management, meaning archiving limitations depend on file system stability and the availability of the initial source documents in the inbox.
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