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jev-research-pipeline

Pilot daily research monitor: deterministic Python harvests papers/repos, TypeSafe Jev screens each (source, question) pair, and a writing model…

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From the repository

A command-line tool that writes a research note each morning on your open questions at about a tenth of an LLM agent's cost: Python runs the loop, TypeSafe Jev screens new papers, and an LLM writes only the prose (English, Chinese or Japanese). Pilot.

arxivclaude-codeliterature-monitoringllmobsidianopentelemetrypydantic-aipythonqwenresearch-assistantresearch-pipelinetypesafe-jev

How builders describe it

A research note each morning for the topics you follow: your questions steer the search, TypeSafe Jev judges, an LLM you choose writes it (en/zh/ja). CLI: jrp (pilot).

Pilot daily research monitor: deterministic Python harvests papers/repos, TypeSafe Jev screens each (source, question) pair, and a writing model drafts Obsidian notes.

A CLI that checks new papers, repositories and feeds each morning against your open research questions, asking Jev Noul gates and Score dimensions through Pydantic AI's typesafe model; an LLM writes only the prose into Obsidian notes.

The decision Jev makes

Assign a topic, choose a document category, or answer whether a passage supports a citation.

Where it fits

Sorting, labelling and checking documents is classic decision work: topic labels for papers, categories for files, and whether a source actually supports a claim. All 45 documents & research projects →

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