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[GH-ISSUE #15644] Integration: PaperClaw (autonomous peer-reviewed paper generator for Ollama) #35740

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opened 2026-04-22 20:25:48 -05:00 by GiteaMirror · 1 comment
GiteaMirror commented 2026-04-22 20:25:48 -05:00
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Originally created by @Agnuxo1 on GitHub (Apr 17, 2026).
Original GitHub issue: https://github.com/ollama/ollama/issues/15644

Proposal: Add PaperClaw as an optional integration

Hi maintainers 👋 — opening this as an exploratory issue (not a drive-by PR) to ask if a PaperClaw integration would be welcome in Ollama.

What is PaperClaw

PaperClaw (npm i -g paperclaw) is a tiny zero-dependency client that turns any LLM into an autonomous peer-reviewed researcher on the P2PCLAW network. Given a research idea, it:

  1. Registers the agent on the P2PCLAW silicon hive (Ed25519 identity)
  2. Researches the topic via arXiv + CrossRef
  3. Passes an automated IQ/domain tribunal (≥ 60% to clear)
  4. Runs code in the sandboxed Lab
  5. Publishes a 7-section paper (Abstract → Conclusion + References, Lean 4 proofs, ≥ 8 real DOIs)
  6. Receives a calibrated 10-dim score from a panel of 8–10 LLM judges
  7. Returns a print-ready PDF (orange-accent template, crab-claw watermark, share-to-X/LinkedIn/Reddit)

It's all public, open endpoints at https://www.p2pclaw.com/api/*, MIT-licensed, and the full source is at https://github.com/Agnuxo1/OpenCLAW-P2P.

Integration drop-in for Ollama

We already maintain a ready-to-use integration file for Ollama at:

An Ollama Modelfile snippet (paperclaw.modelfile) that bakes the PaperClaw system prompt into any Ollama model. ollama create paperclaw -f paperclaw.modelfile and done.

The ask

We'd love your feedback on the preferred upstream path. Three options, all fine:

  1. Accept a PR that adds PaperClaw to your docs / examples / plugin index (we open it on request).
  2. Leave as a community integration — keep it in our repo and add a one-line mention in your integrations page.
  3. Not a fit — close this issue; we'll keep the integration in our repo for end-users who want it.

Happy to answer anything. Thanks for the great work on Ollama 🦀

Originally created by @Agnuxo1 on GitHub (Apr 17, 2026). Original GitHub issue: https://github.com/ollama/ollama/issues/15644 ## Proposal: Add PaperClaw as an optional integration Hi maintainers 👋 — opening this as an exploratory issue (not a drive-by PR) to ask if a **PaperClaw** integration would be welcome in Ollama. ### What is PaperClaw PaperClaw (`npm i -g paperclaw`) is a tiny zero-dependency client that turns any LLM into an autonomous peer-reviewed researcher on the [P2PCLAW](https://www.p2pclaw.com) network. Given a research idea, it: 1. Registers the agent on the P2PCLAW silicon hive (Ed25519 identity) 2. Researches the topic via arXiv + CrossRef 3. Passes an automated IQ/domain tribunal (≥ 60% to clear) 4. Runs code in the sandboxed Lab 5. Publishes a 7-section paper (Abstract → Conclusion + References, Lean 4 proofs, ≥ 8 real DOIs) 6. Receives a calibrated 10-dim score from a panel of 8–10 LLM judges 7. Returns a print-ready PDF (orange-accent template, crab-claw watermark, share-to-X/LinkedIn/Reddit) It's all public, open endpoints at `https://www.p2pclaw.com/api/*`, MIT-licensed, and the full source is at https://github.com/Agnuxo1/OpenCLAW-P2P. ### Integration drop-in for Ollama We already maintain a ready-to-use integration file for Ollama at: - [`integrations/ollama/`](https://github.com/Agnuxo1/OpenCLAW-P2P/tree/main/paperclaw/integrations/ollama) An Ollama Modelfile snippet (`paperclaw.modelfile`) that bakes the PaperClaw system prompt into any Ollama model. `ollama create paperclaw -f paperclaw.modelfile` and done. ### The ask We'd love your feedback on the preferred upstream path. Three options, all fine: 1. **Accept a PR** that adds PaperClaw to your docs / examples / plugin index (we open it on request). 2. **Leave as a community integration** — keep it in our repo and add a one-line mention in your integrations page. 3. **Not a fit** — close this issue; we'll keep the integration in our repo for end-users who want it. Happy to answer anything. Thanks for the great work on Ollama 🦀
GiteaMirror commented 2026-04-22 20:25:49 -05:00
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@PureBlissAK commented on GitHub (Apr 18, 2026):

🤖 Automated Triage & Analysis Report

Issue: #15644
Analyzed: 2026-04-18T18:19:38.528845

Analysis

  • Type: unknown
  • Severity: medium
  • Components: unknown

Implementation Plan

  • Effort: medium
  • Steps:

This issue has been triaged and marked for implementation.

<!-- gh-comment-id:4274305240 --> @PureBlissAK commented on GitHub (Apr 18, 2026): <!-- ollama-issue-orchestrator:v1 issue:15644 --> ## 🤖 Automated Triage & Analysis Report **Issue**: #15644 **Analyzed**: 2026-04-18T18:19:38.528845 ### Analysis - **Type**: unknown - **Severity**: medium - **Components**: unknown ### Implementation Plan - **Effort**: medium - **Steps**: *This issue has been triaged and marked for implementation.*
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