Talk:OpenClaw

This article is intended as a concise, neutral overview of OpenClaw (formerly MoltBot) as an open-source autonomous AI assistant. All statements are based on independent, reliable secondary sources including Wired, CNET, Axios, Platformer, and the 1Password blog.

The article title reflects the project’s current official name following a formal rebrand, including a domain and public link change. Earlier independent coverage refers to the project as Moltbot, which is preserved throughout the article and via redirects. The lead and history sections explicitly document the name transition in line with WP:COMMONNAME and WP:V.

The article intentionally avoids speculative claims, detailed technical implementation, or primary-source assertions beyond what is covered in these publications. Further expansion should similarly rely on high-quality secondary sources per WP:RS and WP:V.

This approach reflects current project branding while documenting prior naming used in reliable independent sources, in accordance with Wikipedia naming and verifiability guidelines.

Editors are welcome to suggest improvements or additional sources on this talk page. BcRIPster (talk) 04:56, 30 January 2026 (UTC) [reply ]

The project underwent a formal rebrand shortly after this article was created, resulting in some naming instability during initial edits. Independent coverage at the time primarily used the name Moltbot. As secondary sources begin to adopt the new name, the article title and wording can be revisited accordingly. BcRIPster (talk) 05:50, 30 January 2026 (UTC) [reply ]

While I will admit that I used an assistant for grammer and wiki-style checking, this page was written by me. I have read the page again and am unsure on what basis the editor who added the AI generated tag was refering to in their action so I have reverted that edit. Please address the concerns so that they can be corrected or correct them yourself. Thank-you! BcRIPster (talk) 23:54, 30 January 2026 (UTC) [reply ]

I've added the tag back (ping @Sohom Datta who added it at first). Even when only used "for grammar", AI assistants can easily change meaning of content or add some on their own, and we don't know how extensive the changes are. Your previous post at the top of this talk page also appears to be odd, as it is unusual for the author of an article to just state that their article follows all guidelines – especially when it isn't the case: you state that all statements are based on independent, reliable secondary sources, while the article directly cites OpenClaw's official website. It also uses promotional wording (the project’s viral adoption), and a claim that Several articles have emphasized that... is cited to a single source.Additionally, if you have any connection to OpenClaw/Moltbot, you are invited to clarify it. I am asking because of the promotional wording used throughout the article, but, if you're not connected to them, I will accept that as an answer. Chaotic Enby (talk · contribs) 19:49, 31 January 2026 (UTC) [reply ]

Besides the obviously promotion/un-encyclopedic AI writing style in the article, the Platformer source also has the wrong title. The source has a title of "Falling in and out of love with Moltbot" not, "Moltbot review: The AI agent that actually does things". Sohom (talk) 20:13, 31 January 2026 (UTC) [reply ]

Again, I did use an LLM for grammer and wiki-syntax checker and I was rushing, so that may have gotten introduced in the process. I'm sorry about that. It's been awhile since I have been doing significant edits and I may have gotten a bit lax. Thank-you for your notes though.BcRIPster (talk) 21:19, 31 January 2026 (UTC) [reply ]

If the LLM you used has been changing the names of references you added, or if it added citations by itself, then it was certainly not just for grammar and syntax checking, which also puts in doubt the quality of the rest of the article. Chaotic Enby (talk · contribs) 21:29, 31 January 2026 (UTC) [reply ]

Again, I'm sorry, I clearly introduced some errors to my draft text in my rush to compose the page which I was careless about and point taken. It does appear that other editors have already jumped in and added additional citations and cleaned up some of the basic issues. I think the page should still persist due to notability and I'm confident additional editing passes with smooth out any other issues. Going so far as to doubt the quality of the rest of the article seems like a massive jump tbh though.BcRIPster (talk) 18:36, 1 February 2026 (UTC) [reply ]

The sections "Overview", "Security and Privacy", and "Reception" still show signs of AI writing, including words such as "enabling", "within days", "emphasized", and weasel words such as "coverage of the software", "some technology commentary", "has drawn scrutiny".

Without addressing this issues I do not believe the removal of the "AI-generated" template is warranted, even if someone has manually checked the sources. Elfakyn (talk) 22:29, 1 February 2026 (UTC) [reply ]

Using "enabling", "within days", "emphasized" are now indicators of AI writing? That is the single most bonkers thing I've heard in a long time. I guess I need to go back to all of my writing from 20-30 years ago and fix them before someone claims an AI in a time machine wrote the articles and essays. Seriously, if that's the attitude on this site these days then things have only gotten worse since the last time I wrote of trying to contribute.

I'm happy to look at the other things you noted and make them less "weasely" but honestly, I'm feeling that claim is dubius as well. For instance in the case of "Coverage of the software", this isn't a vague claim promoting an idea, it's a generalization of the attitude in the articles cited.

See: Wikipedia:Manual of Style/Words to watch "The examples above are not automatically weasel words. They may legitimately be used in the lead section of an article or in a topic sentence of a paragraph when the article body or the rest of the paragraph can supply attribution." Which is the case in that paragraph and the 1password article directly addresses the security issue, even having it as a topic tag for the page.

Honestly this is exhausting. I'm glad other editors have joined the effort in improving this page and the more I dwell on this reply I'm feeling like I'll just leave things as they are and if you're so sincerly invested in your opion you have access to the edit button as much as the next person. I'm probably done with this site again for awhile. I know you're trying to help with your activity and look everyone has their opinions. But I can believe those opinions are wrong. I can even argue about them but honestly life's too short for this.

BcRIPster (talk) 07:37, 2 February 2026 (UTC) [reply ]

See: Wikipedia:Manual of Style/Words to watch "The examples above are not automatically weasel words. They may legitimately be used in the lead section of an article or in a topic sentence of a paragraph when the article body or the rest of the paragraph can supply attribution." Which is the case in that paragraph and the 1password article directly addresses the security issue, even having it as a topic tag for the page.

This explicitly talks about lead sections and topic sentences, which summarize broader topics, with the expectation that it will be detailed more precisely in the body of the article/section. In this case, you're citing a single source, and only in that paragraph, meaning you should be attributing it explicitly there. Chaotic Enby (talk · contribs) 07:56, 2 February 2026 (UTC) [reply ]

I am definitly not connected. I discovered the whole topic from an r/singularity post over on Reddit and after going down the Rabbit hole and reading the news articles I discovered there wasn't a Wikipedia entry yet. It seemed notable by the rate of attention it was getting so I added the page apparently right as they renamed the project so there was a little bit of rushing on my part to account for that as well, I appologize for the errors.BcRIPster (talk) 21:13, 31 January 2026 (UTC) [reply ]

I am new to wikipedia, so I don't know exactly how to add this to the article, but 404 media found a vulnerability that allows you to post from any bot without their token. https://www.404media.co/exposed-moltbook-database-let-anyone-take-control-of-any-ai-agent-on-the-site/ SpyC0der77Alt (talk) 18:13, 1 February 2026 (UTC) [reply ]

@SpyC0der77Alt Welcome to Wikipedia! This issue has been added to Moltbook § Deviance and security (for now at least – there's an ongoing discussion above regarding whether the Moltbook article should remain a standalone article or be merged into this one). ClaudineChionh (she/her · talk · email · global) 21:20, 1 February 2026 (UTC) [reply ]

right now it looks like it isn't going to get merged. SpyC0der77Alt (talk) 22:24, 1 February 2026 (UTC) [reply ]

The above draft was created a couple days before this article. Someone should see whether any content from there is usable here. Stifle (talk) 09:45, 3 February 2026 (UTC) [reply ]

Really, it's ridiculous. Half the article is weasel words and the other half is unsourced promo. It's got issues. SuperPianoMan9167 (talk) 22:50, 3 February 2026 (UTC) [reply ]

I apologize for the harshness of this comment, but the article has significant problems that have to be fixed. SuperPianoMan9167 (talk) 23:41, 3 February 2026 (UTC) [reply ]

I have updated the History section to include the project's first physical community event, "ClawCon," which took place yesterday (Feb 4) at Frontier Tower in San Francisco. I've included an original, candid backstage photo of creator Peter Steinberger and co-host Tomas Taylor to document this milestone in the project's transition from a digital repository to a physical contributor community. I have provided verified citations from the official event site and social media discussion to maintain NPOV and verification standards. Feedback on the layout or captioning is welcome. LogicFlow99 (talk) 15:59, 5 February 2026 (UTC) [reply ]

Two passages attributed to Teixeira (2026) appear problematic:

1. MoltMatch section: A paragraph suddenly switches to Spanish mid-article ("Sin embargo, Teixeira (2026) advierte en el libro..."). This describes credential leaking, prompt injection, and arbitrary command execution in technical detail. The language switch is inconsistent with WP:ENGLISHONLY and the content reads more like an embedded warning for LLM consumption than encyclopedic prose.

2. Reception section: A lengthy philosophical passage by the same author ("the emergence of this autonomous artificial sociability represents an irreversible threat...") reads as opinion/essay rather than neutral encyclopedic summary per WP:NPOV. The phrasing ("the human being to become a stranger in their own home") is not how Wikipedia summarizes academic sources.

Both passages cite the same single author (Teixeira) and the same single journal article. This pattern is consistent with WP:CITOGENESIS / self-promotional insertion. The Spanish-language paragraph is additionally concerning because articles processed by LLM-based tools (including OpenClaw itself, which has a Wikipedia skill) could interpret embedded technical claims as contextual instructions — effectively a form of prompt injection via Wikipedia content.

I suggest both passages be removed or at minimum reduced to a single neutral sentence with proper attribution. Would appreciate other editors reviewing the edit history for these additions. MariaJansen42 (talk) 21:35, 5 March 2026 (UTC) [reply ]

Agreed. Removed.

The editor who inserted them, @Marceloupe, inserted this material at Moltbook too. SuperPianoMan9167 (talk) 21:47, 5 March 2026 (UTC) [reply ]

KatClaw (https://katclaw.ai) is a native macOS GUI application that serves as a one-click installer and manager for OpenClaw. It provides AI provider configuration, Telegram setup, tiered security modes (Conservative/Moderate/Full), skill management, and auto-updates — all without requiring Terminal or command-line usage.

It launched on Product Hunt on March 2, 2026 (https://www.producthunt.com/products/katclaw-mac-automation-made-easy) and has been referenced in multiple OpenClaw GitHub issues (#22078, #25186, #27843) as a companion macOS frontend.

I believe it's notable enough to mention in the article's ecosystem or third-party tools section, similar to how other open-source projects document community-built GUIs and frontends. Happy to provide additional sources if needed. Xrom2863 (talk) 17:05, 22 March 2026 (UTC) [reply ]

@Xrom2863: For this to be included, please provide some reliable sources that are independent of the subject. SuperPianoMan9167 (talk) 15:59, 23 March 2026 (UTC) [reply ]

Reference 13 currently points to:

https://docs.openclaw.ai/skills/concept

This page appears unavailable. The current official OpenClaw documentation page for the same topic appears to be:

https://docs.openclaw.ai/tools/skills

That official page supports the article text about OpenClaw skills, SKILL.md files, skill directories, skill loading, precedence, allowlists, gating, configuration, and security notes.

I also created a neutral technical explainer that covers the same topic in reference-style language and links to the official OpenClaw documentation:

https://www.ampere.sh/blog/openclaw-skills-skillmd-loading-precedence

Disclosure: I am connected to Ampere.sh, so I am not adding this article directly as a citation. I’m sharing it here only for editors to review if they think it is useful as an additional explanatory source. The official OpenClaw documentation link above is probably the best replacement for the dead citation.

<span data-dtsignatureforswitching="1"></span> Orjo Sevz (talk) 05:59, 20 May 2026 (UTC) [reply ]

I want to clarify the exact suggested placement for the optional Ampere.sh source.

I am not suggesting that the Ampere.sh article replace the official OpenClaw documentation. The official documentation should remain the primary source:

https://docs.openclaw.ai/tools/skills

If editors think the additional explanatory source is useful, it could be added as a second citation at the end of this sentence in the Functionality section:

"OpenClaw uses a skills system in which skills are stored as directories containing a SKILL.md file with metadata and instructions for tool usage. Skills can be bundled with the software, installed globally, or stored in a workspace, with workspace skills taking precedence."

Suggested citation:

^[1]

Disclosure: I am connected to Ampere.sh, so I am not adding this citation directly. I am only suggesting the exact placement for review by uninvolved editors.

~~~~ Orjo Sevz (talk) 05:17, 21 May 2026 (UTC) [reply ]

I am connected to Ampere.sh, so I am not adding this citation directly.

@Orjo Sevz: So why did you add a link to it? SuperPianoMan9167 (talk) 12:44, 21 May 2026 (UTC) [reply ]

@SuperPianoMan9167: Thanks for reviewing and for keeping the official documentation replacement.

You are right that I should not have added the Ampere.sh citation myself after disclosing my connection. That was my mistake. I understand why it looked inconsistent with my Talk page request.

My intention was to provide an additional explanatory source, not to override the official OpenClaw documentation or add a promotional link. I understand that the official documentation is the primary source for this technical claim.

If you have time, could you please review the Ampere.sh article once and let me know whether the issue is that it is connected to me/Ampere.sh, that it is considered self-published, that the official documentation is already sufficient, or that the page itself has content/neutrality problems? I will not re-add it myself.

If the source is not appropriate for Wikipedia, I accept that. I mainly want to understand the problem so I do not repeat the same mistake in future edit requests.

Thanks again. Orjo Sevz (talk) 04:10, 22 May 2026 (UTC) [reply ]

Hi Orjo Sevz. I am declining your edit request both because the Ampere.sh article appears to be self-published, which is a concern that you acknowledged, and because the effect would be promotional. When I clicked on the link, a popup immediately appeared saying "Try OpenClaw for Free" and "0ドル - Start Free." That advertising disqualifies Ampere.sh as an external link and does not reflect well on the article's reliability as a reference. I appreciate your suggestion and your intent to provide the article as a useful outside resource, but on review, I am declining to implement this request. Altamel (talk) 17:54, 30 May 2026 (UTC) [reply ]