# tsingyuai/scientify

Automatic and end-to-end scientific research workflow enabled by OpenClaw. Produces state-of-the-art level research results.

Repository: https://github.com/tsingyuai/scientify
Canonical: https://ross.abutalabs.com/products/scientify
Language: TypeScript
License Family: other
Last push: 2026-04-30T10:35:33+00:00

## Health v2 (maintenance only)
Score: 67/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 80, release rhythm 81, longevity 15
- inputs: {"age_days": 210, "days_push": 125, "days_rel": 125, "gap_med": 0.0, "n_releases_24m": 41}
- flags: no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 2094, forks 185 (observed 2026-08-28T04:06:12.301447+00:00)

## What it is
Scientify is an OpenClaw plugin that automates end-to-end scientific research workflows, continuously ingesting new papers, evolving hypotheses in a persistent knowledge base, and running multi-agent research loops that can produce SOTA-level results. It is distributed as an npm package written in TypeScript.

## Use cases
- automate literature review from arxiv
- generate and evolve research hypotheses continuously
- run autonomous end-to-end research pipelines
- get proactive push notifications of new research findings
- build a persistent research knowledge base
- discover and validate new algorithms automatically

## When to choose
- you want continuous, long-running AI research assistance rather than one-shot answers
- you need automated literature monitoring and hypothesis generation
- you already use OpenClaw and want research workflow skills
- you want multi-agent autonomous experimentation with accumulated context

## When to avoid
- you need a simple one-shot question-answering tool
- you require a non-MIT or fully audited license situation (repo shows no license file despite npm metadata)
- you don't use OpenClaw or want a standalone GUI application
- your research domain requires lab/physical experiments the agents cannot perform

## Facets
- artifact type: plugin
- maturity: active
- function: agent-framework, rag, llm-inference, workflow-automation, web-scraping
- domain: artificial-intelligence, large-language-models
- platform: cli, cross-platform
- tags: openclaw-plugin, scientific-research, hypothesis-generation, literature-review, arxiv, knowledge-metabolism, autonomous-research, multi-agent, ai-agents, research, automation, natural-language-processing, nodejs

## Member repositories
- tsingyuai/scientify (main) score 67

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:06:12.301447+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T02:55:26.811438+00:00, confidence not recorded.
  - readme: https://github.com/tsingyuai/scientify (fetched 2026-08-28T04:06:12.301447+00:00, sha d06a8504b46d)
  - registry_npm: https://registry.npmjs.org/scientify (fetched 2026-08-29T10:35:17.859784+00:00, sha c6bc8f8ab849)
- Data as of 2026-08-30T08:39:29.467469+00:00.