# AgentAlphaAGI/Idea2Paper

Idea2Paper Offical Demo

Repository: https://github.com/AgentAlphaAGI/Idea2Paper
Canonical: https://ross.abutalabs.com/products/idea2paper
Language: Python
License: MIT
License Family: permissive
Last push: 2026-03-24T15:47:43+00:00

## Health v2 (maintenance only)
Score: 49/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 73, release rhythm 37, longevity 17
- inputs: {"age_days": 242, "days_push": 162, "days_rel": 205, "gap_med": null, "n_releases_24m": 1}
- flags: none
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1421, forks 116 (observed 2026-08-28T04:04:40.692951+00:00)

## What it is
Idea2Paper is an end-to-end multi-agent framework that decomposes the research process into structured phases, turning raw research ideas into coherent, submission-ready academic papers. It includes a knowledge graph builder and anchored multi-agent review with architect, writer, refiner, renderer, and evaluation agents.

## Use cases
- generate an academic paper draft from a research idea
- turn a research story into a structured scientific proposal
- automate multi-agent review of a manuscript
- build a knowledge graph from research documents
- analyze bottlenecks in the research writing process

## When to choose
- you want an end-to-end pipeline from idea to structured academic manuscript
- you need multi-agent coordination with generate-evaluate-adapt loops for scientific writing
- you want a Python framework with a local web UI and knowledge graph support

## When to avoid
- you need a polished commercial writing tool rather than a research demo
- your writing tasks are non-academic or general-purpose
- you cannot run LLM-backed agent pipelines locally or via API

## Facets
- artifact type: framework
- maturity: active
- function: agent-framework, llm-inference, rag, prompt-engineering, nlp
- domain: artificial-intelligence, large-language-models, education
- platform: python, cli, cross-platform
- tags: academic-writing, multi-agent, research-automation, paper-generation, knowledge-graph, ai-agents, natural-language-processing

## Member repositories
- AgentAlphaAGI/Idea2Paper (main) score 49

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:04:40.692951+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 2026-08-30T04:37:43.335037+00:00, confidence not recorded.
  - readme: https://github.com/AgentAlphaAGI/Idea2Paper (fetched 2026-08-28T04:04:40.692951+00:00, sha bdcf1e5b00fd)
- Data as of 2026-08-30T08:39:29.467469+00:00.