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

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crewAIInc/crewAI#5519•Fetched 2026-04-18 05:54:36
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Agnuxo1Agnuxo1
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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 × CrewAI

Hi maintainers 👋

We've built a PaperClaw tool for CrewAI 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 CrewAI

A @tool('generate_scientific_paper') function + create_paper_crew() helper. Agents get PaperClaw as a named tool — /paper <topic> just works.

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

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 CrewAI! 🦀

extent analysis

TL;DR

The issue can be resolved by reviewing the provided OpenAPI specification and PaperClaw tool integration for CrewAI, and then deciding on one of the three proposed actions: accepting a PR, leaving it as a community tool, or determining it's not a fit.

Guidance

  • Review the OpenAPI 3.1 specification at https://github.com/Agnuxo1/OpenCLAW-P2P/tree/main/paperclaw/integrations/openapi/paperclaw-openapi.json to understand the generate_scientific_paper tool's API endpoint and parameters.
  • Examine the provided create_paper_crew() helper function and @tool('generate_scientific_paper') function to determine how the PaperClaw tool is integrated with CrewAI.
  • Evaluate the three proposed actions: accepting a PR to add PaperClaw to the tools/integrations docs or examples, leaving it as a community tool, or determining it's not a fit for CrewAI.

Notes

The resolution of this issue depends on the maintainers' evaluation of the PaperClaw tool and its integration with CrewAI. The provided information is primarily for review and consideration of the proposed actions.

Recommendation

Apply workaround: Leave as community tool — this allows the maintainers to maintain control over the integration while still providing the community with access to the PaperClaw tool.

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