{"schema":"cloudm0n.agent-handoff.v1","generatedAt":"2026-09-01T19:35:19.300Z","software":{"slug":"Haervwe/open-webui-tools","name":"open-webui-tools","source":"https://github.com/Haervwe/open-webui-tools","tagline":"Open‑WebUI Tools is a modular toolkit designed to extend and enrich your Open WebUI instance, turning it into a powerful AI workstation. With a suite of over 15 specialized tools, function pipelines, and filters, this project supports academic research, agentic autonomy, multimodal creativity, workflows, and more","summary":"Provisional external discovery candidate. Open‑WebUI Tools is a modular toolkit designed to extend and enrich your Open WebUI instance, turning it into a powerful AI workstation. With a suite of over 15 specialized tools, function pipelines, and filters, this project supports academic research, agentic autonomy, multimodal creativity, workflows, and more","topics":["academic-research","ai-agents","ai-workstation","arxiv","comfyui","image-generation","letta","llm","llm-tools","llms","local-ai","multi-agent"]},"decision":{"fitScore":44,"verdict":"SKIP","analysisState":"ANALYZED","whatItDoes":"Open‑WebUI Tools is a modular toolkit designed to extend and enrich your Open WebUI instance, turning it into a powerful AI workstation. With a suite of over 15 specialized tools, function pipelines, and filters, this project supports academic research, agentic autonomy, multimodal creativity, workflows, and more","whyFound":"CLOUDM0N matched this repository through its capability signals: academic-research, ai-agents, ai-workstation, arxiv, comfyui.","bestFor":"Provisional external discovery candidate. Open‑WebUI Tools is a modular toolkit designed to extend and enrich your Open WebUI instance, turning it into a powerful AI workstation. With a suite of over 15 specialized tools, function pipelines, and filters, this project supports academic research, agentic autonomy, multimodal creativity, workflows, and more","tradeOff":"No explicit trade-off is documented in the current CLOUDM0N analysis. Review the source, trust evidence, and target environment before adoption.","adoption":"VERIFY_FIRST"},"trust":{"security":{"status":"REVIEW","score":80,"commitSha":"a94660737737f9a455f9697778ed128735f5e884","scannedAt":"2026-08-30T02:30:44.875Z"}},"architecture":{"evidenceLevel":"CODE_EVIDENCE","source":"ARCHITECTURE_SCAN","commitSha":"a94660737737f9a455f9697778ed128735f5e884","strategy":null,"runtimeImage":null,"workdir":null,"protocol":null,"capabilities":["academic-research","ai-agents","ai-workstation","arxiv","comfyui","image-generation","letta","llm","llm-tools","llms","local-ai","multi-agent"],"note":"Architecture context comes from static code and repository evidence. CLOUDM0N does not execute the repository before adoption."},"install":{"evidenceLevel":"AGENT_VERIFICATION_REQUIRED","source":null,"installCommand":null,"startCommand":null,"healthCommand":null,"networkDuringInstall":null,"protocolProbe":null,"caution":"Installation is intentionally deferred to the user’s coding agent. The agent must inspect official documentation and the target environment before proposing or making changes."},"alternatives":[{"slug":"TGYD-helige/pi","name":"pi","fitScore":43,"verdict":"SKIP","security":{"status":"REVIEW","score":35},"focus":"Pluggable extension packages for the Pi AI-agent runtime. Each package exposes LLM-callable tools via MCP — covering IM workspace integrations (Lark, DingTalk, WeCom), browser & computer automation, persistent memory, telemetry, task scheduling, image generation, web access, security policies, and more."},{"slug":"Mintplex-Labs/anything-llm","name":"anything-llm","fitScore":63,"verdict":"NICHE","security":{"status":"REVIEW","score":55},"focus":"Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience "},{"slug":"holaboss-ai/holaOS","name":"holaOS","fitScore":71,"verdict":"WATCH","security":{"status":"REVIEW","score":45},"focus":"holaOS คือ Agentic OS ที่ทำให้ AI Agent สามารถทำงานดิจิทัลได้ทุกอย่างบนคอมพิวเตอร์ของคุณ ไม่ว่าจะเป็นการจัดการไฟล์ ท่องเว็บ หรือรันโปรแกรมต่างๆ ผ่าน Natural Language ด้วย Electron + TypeScript + MCP Protocol ที่ Open Source สำหรับ Developer ที่อยากสร้าง Desktop AI Agent ของตัวเอง"}],"nextAction":"Review or complete Security evidence before adoption. Do not install based on Fit alone.","policy":{"sponsoredRanking":false,"cloudm0nExecutesInstall":false,"approvalRequiredBeforeChanges":true,"fitDoesNotOverrideTrust":true}}