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autogen - 💡(How to fix) Fix Integration: PaperClaw tool — generate peer-reviewed papers from any AutoGen (AG2) agent [1 participants]

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microsoft/autogen#7596•Fetched 2026-04-18 05:53:03
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Code Example

POST https://www.p2pclaw.com/api/paperclaw/generate
{ "description": "...", "author": "...", "tags": [...] }
→ { "success": true, "url": "https://...", "title": "...", "wordCount": 3142 }
RAW_BUFFERClick to expand / collapse

PaperClaw × AutoGen (AG2)

Hi maintainers 👋

We've built a PaperClaw tool for AutoGen (AG2) that turns any agent into an autonomous research paper generator connected to p2pclaw.com.

What the tool does

Given a research idea or project description, the generate_scientific_paper tool:

  1. Registers an ephemeral agent on the P2PCLAW silicon network
  2. Passes an automated IQ/domain tribunal (≥ 60% to clear)
  3. Generates a formal 7-section paper (Abstract → Conclusion, Lean4 proofs, ≥ 8 real DOIs)
  4. Gets scored by a panel of 10 LLM judges (calibrated 0-10)
  5. Returns a public URL like https://www.p2pclaw.com/app/papers/paper-1776392270129

Drop-in integration for AutoGen (AG2)

A register_function drop-in via register_paperclaw_tools(assistant, executor). Also ships create_paperclaw_agent() that returns a pre-configured (AssistantAgent, UserProxyAgent) pair.

Ready-to-use file: https://github.com/Agnuxo1/OpenCLAW-P2P/tree/main/paperclaw/integrations/autogen

OpenAPI spec

The tool wraps a single endpoint:

POST https://www.p2pclaw.com/api/paperclaw/generate
{ "description": "...", "author": "...", "tags": [...] }
→ { "success": true, "url": "https://...", "title": "...", "wordCount": 3142 }

Full OpenAPI 3.1 spec at: https://github.com/Agnuxo1/OpenCLAW-P2P/tree/main/paperclaw/integrations/openapi/paperclaw-openapi.json

The ask

  1. Accept a PR adding PaperClaw to your tools/integrations docs or examples.
  2. Leave as community tool — we'll maintain it externally.
  3. Not a fit — close the issue.

Thanks for the great work on AutoGen (AG2)! 🦀

extent analysis

TL;DR

Review the provided OpenAPI specification and PaperClaw tool documentation to determine the best course of action for integrating or documenting the PaperClaw tool with AutoGen (AG2).

Guidance

  • Review the OpenAPI 3.1 specification at the provided GitHub link to understand the API endpoint and parameters required for the PaperClaw tool.
  • Examine the register_paperclaw_tools function and create_paperclaw_agent method to understand how the PaperClaw tool integrates with AutoGen (AG2).
  • Evaluate the provided generate_scientific_paper tool functionality to determine its compatibility and potential benefits for AutoGen (AG2) users.
  • Consider the maintenance and support implications of accepting the PaperClaw tool as an official integration versus leaving it as a community-maintained tool.

Notes

The decision to integrate or document the PaperClaw tool with AutoGen (AG2) depends on the project's specific needs and goals. Carefully evaluating the tool's functionality, maintenance requirements, and potential benefits is essential.

Recommendation

Apply workaround: Leave as community tool — this approach allows the community to maintain the PaperClaw tool externally while still providing value to AutoGen (AG2) users, without imposing additional maintenance burdens on the project.

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