kylee contributor

Claude Singularity

Run a staged multi-agent pipeline to analyze academic papers and converge on structured proposals before you commit build scope.

Overview

claude-singularity is a plugin marketplace for the Idea phase that provides an eight-stage multi-agent research paper analysis pipeline.

What is this marketplace?

  • claude-research plugin (v0.1.0) with an 8-stage analysis pipeline
  • 3 sequential analysis stages, 3 parallel proposal stages, 2 convergence stages
  • Multi-agent orchestration for paper analysis and systematic proposals
  • Tags: research, paper-analysis, multi-agent, pipeline
  • Schema-backed marketplace (claude-code marketplace.schema.json)
  • 1 plugin (claude-research v0.1.0)
  • 8 pipeline stages: 3 sequential analysis, 3 parallel proposal, 2 convergence
  • Marketplace version 0.1.0

Compatible agents: Claude Code, any compatible agent

What problem does it solve?

Dense papers and parallel hypotheses are hard to process consistently without a staged agent workflow.

Who is it for?

Solo builders and researchers who use Claude Code to decompose papers before validation or build decisions.

Skip if: Teams that only need quick web search snippets or product analytics instead of systematic academic-style analysis.

What do I get? / Deliverables

After install, claude-research can walk papers through sequential analysis, parallel proposals, and convergence so you leave research with clearer structured outputs.

  • Installed claude-research plugin from a 1-plugin marketplace
  • Structured outputs from the 8-stage sequential, parallel, and convergence pipeline

Plugins in this marketplace

1 plugin — install individually after you add the marketplace.

Recommended Marketplaces

Journey fit

Idea-phase research is where you digest papers and external knowledge before validating a product bet; this marketplace targets systematic paper analysis, not shipping code. Research is the correct shelf for an 8-stage paper-analysis and proposal pipeline aimed at academic and technical literature.

How it compares

Multi-agent research pipeline marketplace, not a single integration skill or MCP database connector.

Common Questions / FAQ

Who is Claude Singularity for?

Claude Code users doing serious paper or technical literature review who want orchestrated stages instead of one-shot summaries.

When should I use Claude Singularity?

During idea and research work, before you lock scope, landing copy, or implementation plans on unvalidated literature claims.

How do I add Claude Singularity to my agent?

Register the Claude Singularity marketplace in Claude Code, install the claude-research plugin, then follow the repo’s pipeline invocation docs for the eight stages.

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