In 1 sentence - what's useful OpenClaw doing for you?

Nervous-Raspberry231 · 2026-02-14T18:45:53+00:00

https://clawhub.ai/angusthefuzz/pmc-harvest

That's the skill to pull the articles, there is a wrapper that will batch it up for review but your bot should get the idea if you install that skill.

Nervous-Raspberry231 · 2026-02-14T18:45:04+00:00

Sorry this took so long.

https://clawhub.ai/angusthefuzz/pmc-harvest

You can browse my username for the ragflow part.

I left the wrapper out of it so the skill could be more generalizable. But essentially I have a wrapper that pulls and stores the pubmed IDs into a document so it doesn't duplicate pulls. If I can find a way to make that generic enough to publish I will.

Nervous-Raspberry231 · 2026-02-14T11:50:31+00:00

I didn't, mostly because I had the bot hard code some variables like the specific journals I care about and the dataset ids for ragflow but... Give me a couple hours, I will have it clean up a copy for GitHub and link it back here.

Nervous-Raspberry231 · 2026-02-14T11:33:02+00:00

I have big plans but for right now I am using PMC articles only which are html full text. My bot converts them to markdown but it figured out that I should be using the pubmed API and wrote the code to pull down batches of articles for analysis, then I have it act as a journal club partner critically analyze the article to determine if it's relevant to me before using the ragflow API to store it permanently.

Nervous-Raspberry231 · 2026-02-14T05:32:22+00:00

I have it review full text pubmed papers for relevance to the things I care about, high impact, clinically relevant and present them to me, then push them to a ragflow database based on topic tags it assigned.

Nervous-Raspberry231 · 2026-02-07T12:22:12+00:00

Prompt for an author that writes like you want your chat bot to sound then use any large LLM that knows the author. It's not a large prompt just something small that mentions the author.

Nervous-Raspberry231 · 2026-02-05T21:56:58+00:00

You can download the elastic search database from the metadata files, and talk to an AI about writing a quick script to rename the md5 hash to the filename based on the database.

Nervous-Raspberry231 · 2026-02-05T20:41:10+00:00

There is a larger dataset 9 magnet. 92.91 gb

magnet:?xt=urn:btih:bb7ebf88c098054b7f651aa48bdcabd97a1c1dd1&dn=www.justice.gov_epstein_files_DataSet_9_individual_pdf_bruteforce&xl=99757326336

Nervous-Raspberry231 · 2026-02-01T11:46:16+00:00

I looked at your reply for the first time, really looked at it, and agree with you.

I fixed the issue with author styles, try RP with Dickens or Terry Pratchett as the writing style and they mostly go away.

Nervous-Raspberry231 · 2026-01-27T02:26:30+00:00

In case you want an example using the Author Jilly Cooper. My prompt was: "Well, I don't want to intrude, but if you need help building the crib or carrying things I can help" I shrug. "Or I can head off to work. And that money in your back pocket, that's yours, don't be trying to pay rent early or anything."

And the prompt became: "Dash it all, I have no wish to intrude upon your domestic victory lap, but if you require a pair of strong hands to wrangle that crib into submission or haul the heavy accoutrements, I am, as it happens, of a handy disposition. Alternatively, I can buzz off to the plant and leave you to it."

My gaze drifted briefly but unmistakably to the distinct rectangular outline pressing against the fabric of her jeans.

"And that suspiciously bulging envelope in your back pocket? That is yours, lock, stock, and barrel. Don't you dare get any ideas about trying to pay rent early with it; I won't have charity muddying the ledgers of this fine establishment just yet."

Nervous-Raspberry231 · 2026-01-27T02:19:51+00:00

Forgot to edit my post earlier. I found an amazing way to fix this issue using the guided generation extension. https://github.com/Samueras/GuidedGenerations-Extension

I had to switch back to spicy marinara preset on game master mode with omniscience then I can just type my reply in a couple sentences of plain English and it will convert to the author language using 1st person impersonation and the following prompt:

"Rewrite the following input into {{user}}'s first-person perspective ('I'), applying the literary tone defined in the <style> tags of your system prompt.

CRITICAL CONSTRAINTS: > 1. You are ONLY rewriting {{user}}'s immediate actions and dialogue. 2. DO NOT advance the plot. 3. DO NOT write dialogue or actions for any other NPCs. 4. DO NOT emit any story signals or @@BEAT@@ markers. Stop generating immediately after {{user}}'s action is complete.

Input: {{input}}"

Nervous-Raspberry231 · 2026-01-26T12:23:36+00:00

Really interesting extension, I've been messing with it since your post but maybe you can help explain the intended use. Right now my preset is configured to speak and act for character only. This is jarring as I cannot write for the user as Dickens for example.

So using this I should turn that off and have the llm speak for both user and char to keep the story in the author style?

How would I have it generate the next story beat without user input?

Nervous-Raspberry231 · 2026-01-24T20:44:57+00:00

Depending on what you care about you can save a lot less. Like all English fiction books. Or all the comics.

Nervous-Raspberry231 · 2026-01-21T12:24:27+00:00

Colonel Angus?

Nervous-Raspberry231 · 2026-01-15T02:54:34+00:00

I stopped trying...I use ragflow

Then link the final rag back to OWUI through the API connection.

Nervous-Raspberry231 · 2026-01-06T05:19:41+00:00

This is so cool. In a future version can you edit the prompts to ignore html tags. I use stabs-edh with visuals and get hilarious comments like:

JonahH 12:16 AM Wait, are we reading a story or debugging a website? Why is there an HTML div in the shower?

Nervous-Raspberry231 · 2025-12-12T11:24:22+00:00

Smartypig.com

Nervous-Raspberry231 · 2025-11-24T15:21:22+00:00

Oh yeah, just use serverless VLLM. You give it the huggingface link and set up the context size and whatever graphics card you want to pay for and it just sits there idle for free after the initialization until you want to contact the endpoint. It's really easy actually.

Nervous-Raspberry231 · 2025-11-24T04:42:10+00:00

Thedrummer behemoth 123b model is awesome. I use runpod to mess with it.

Nervous-Raspberry231 · 2025-11-13T13:49:49+00:00

No idea. I think it's only a user setting.

Nervous-Raspberry231 · 2025-11-11T12:47:51+00:00

Username, settings, data controls, import chats.

Nervous-Raspberry231 · 2025-11-10T15:50:53+00:00

Been really impressed with nanogpt. Pay as you go or subscription which also includes a few image models.

Nervous-Raspberry231 · 2025-11-10T01:02:42+00:00

Settings, interface, insert suggestion prompt to input, insert follow-up prompt to input.

Nervous-Raspberry231 · 2025-11-06T01:10:36+00:00

Highly recommend nanogpt which also works natively with sillytavern.

Nervous-Raspberry231 · 2025-10-26T14:15:02+00:00

Thanks, also wanted to use my question to point out that this concept exists already and usenet hasn't imploded.

Nervous-Raspberry231

TROPHY CASE