{"schema":"cloudm0n.agent-handoff.v1","generatedAt":"2026-09-01T19:36:13.088Z","software":{"slug":"Shubhamsaboo/awesome-llm-apps","name":"awesome-llm-apps","source":"https://github.com/Shubhamsaboo/awesome-llm-apps","tagline":"100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.","summary":"Provisional external discovery candidate. 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.","topics":["agents","llms","python","rag"]},"decision":{"fitScore":63,"verdict":"NICHE","analysisState":"ANALYZED","whatItDoes":"100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.","whyFound":"CLOUDM0N matched this repository through its capability signals: agents, llms, python, rag.","bestFor":"Provisional external discovery candidate. 100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.","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":55,"commitSha":"804fae88a76ab9fbae4f3362ddf3db058d9318a7","scannedAt":"2026-08-30T12:15:48.835Z"}},"architecture":{"evidenceLevel":"CODE_EVIDENCE","source":"ARCHITECTURE_SCAN","commitSha":"804fae88a76ab9fbae4f3362ddf3db058d9318a7","strategy":null,"runtimeImage":null,"workdir":null,"protocol":null,"capabilities":["agents","llms","python","rag"],"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":"goruck/home-generative-agent","name":"home-generative-agent","fitScore":49,"verdict":"SKIP","security":{"status":"REVIEW","score":90},"focus":"AI agent for Home Assistant — talk to your home, create automations in plain language, analyze cameras with face recognition, and get proactive anomaly alerts. Cloud LLMs or fully local via Ollama."},{"slug":"AgentOps-AI/agentops","name":"agentops","fitScore":61,"verdict":"NICHE","security":{"status":"REVIEW","score":80},"focus":"Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and CamelAI"},{"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}}