Curated reviews of mainstream AI models, agents, and dev tools — capabilities, use cases, and how they compare.
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Iris is a search agent open-sourced by the Xiaohongshu AllSpark team, featuring two versions: 35B (Iris-mini) and 397B (Iris-pro). It utilizes a MoE architecture, with activated parameters of 3B and 1...

NeoHorse-1 is an open-source Agent model series jointly developed by TokenRhythm, Wuwenxinqiong, Tsinghua University, Peking University, The Chinese University of Hong Kong, and Alibaba. It includes t...
ffmpeg-skill is an open-source Agent Skill designed for programming agents (such as Claude Code, Cursor, Codex). Its core value lies in enabling AI to invoke local FFmpeg just like a professional vide...
Ling-3.0-flash-VL is the first open-source native multimodal large model in Ant Group's InclusionAI Bailing series. It is an extension of the MoE architecture from Ling-3.0-flash, with a total paramet...
MiniCPM5-2B is an end-side language foundation model open-sourced jointly by RWKV, the OpenBMB community, and Tsinghua University. With approximately 2.5 billion parameters, it supports a context leng...
WikiSkill is an Agent skill evolution framework introduced by Google Research. It employs a three-tier architecture to separately store raw execution traces, structured knowledge, and executable skill...
StarryFire X2.5 is iFLYTEK's flagship general-purpose large model series, which includes the cloud-side MoE base model (293B/30B) and open-source edge-side models StarryFire X2.5-4B and StarryFire X2....
Claude Commerce Agents is a set of e-commerce agent (Agent) solutions officially open-sourced by Anthropic in June 2026. It includes two core components: a consumer-facing shopping agent and a merchan...

PatentClaw is an open-source auxiliary tool designed for researchers, university faculty and students, as well as patent agents. It specializes in automatically organizing LaTeX-formatted research pap...

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