Home / Skills / 03-ref-hallucination-arena
03-ref-hallucination-arena
Benchmark LLM reference recommendation capabilities by verifying every cited
Why this score
This repo hosts 10 skills, so its 881 stars are split between them (about 88 each) for scoring.
Popularity score: 63/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit d1e06420bac4, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This one03-ref-hallucination-arena agentscope-ai/OpenJudge · Skill | 63 | ★ 881 | ≈26 always | 2mo ago |
| arena Jakeschincariol/arena-skill · Skill Both about arena | 74 | ★ 786 | ≈20 always | 1mo ago |
| character-refs eternityspring/shuohao-skills · Skill Both about ref | 78 | ★ 4.8k | ≈16 always | 21d ago |
| find-refs androguard/androguard · Skill Both about ref and reference | 83 | ★ 6.4k | ≈22 always | 23d ago |
| ref-tools-ref-tools-mcp ref-tools/ref-tools-mcp · MCP server Both about ref | 85 | ★ 1.2k | not measured | 12d ago |
| nsfc-ref-alignment huangwb8/ChineseResearchLaTeX · Skill Both about ref | 73 | ★ 3.0k | ≈40 always | 18d ago |