SurfSense

arXiv Review Paper Harness is a portable Agent Skill for producing machine-learning and AI review papers with Codex or Claude Code. Starting from a topic, it organizes literature discovery, a human approval gate, issue-based drafting, citation-by-citation verification, prose refinement, and LaTeX compilation into an IEEEtran project with a PDF and BibTeX file. It requires Python, a working LaTeX toolchain, and web access for citation checks, and it does not begin writing the paper body until the plan is approved.

unifusion runs an OpenCode orchestrator that sends one difficult brief to several panelists in parallel and keeps the synthesizer separate from the panel. It captures the final analysis, panel reports, session context, task events, and saved provenance, making the harness useful for comparing independent model views before a recommendation.

Ask about a topic and last30days searches recent discussions across Reddit, X, YouTube, Hacker News, Polymarket, GitHub, and the wider web, then synthesizes cited findings using signals such as votes, comments, or market odds. It can fall back to web-only research without keys, while richer sources require your own API credentials, browser sessions, or helper tools, and it runs in many Agent Skills hosts or as a Claude Desktop MCP bundle.

Onyx is a self-hosted AI workspace for teams that want to use different LLMs through one interface and ground answers in organizational knowledge. It can index application data through more than 50 connectors or connect agents to external systems through MCP, with additional support for research workflows and code execution. Lite mode keeps a smaller chat-and-agents stack, while the standard deployment adds vector and keyword indexes plus background synchronization workers for a fuller knowledge workflow.