Literature to Implementation

advanced

Turn research papers into implementation notes, repository tasks, and documentation.

Architecture

Paper Lantern

Extracts paper evidence, methods, and limitations

82/100

claude mcp add --transport http paper-lantern-mcp https://mcp.paperlantern.ai/chat/mcp

Paper Search MCP

Finds related technical literature

74/100

uvx paper-search-mcp

Deep Research

Checks surrounding implementations and context

79/100

docker run -d --name deep-research -p 3333:3000 xiangfa/deep-research:latest

GitHub MCP Server

Maps research ideas to repository tasks

88/100

npx -y @modelcontextprotocol/server-github

Doc Writer Skill

Writes implementation notes and acceptance criteria

0/100

ls /workspace

Expected Output

Research Implementation Note Papers compared: 5 Repo modules affected: 3 Experiment tasks: 4 Risks: dataset mismatch, latency budget -> Implementation doc drafted

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