Skills for Real Engineers. Straight from my .agents directory.
00-arena-router
Agent skill fromagentscope-ai/OpenJudge
Use when the user wants to compare or benchmark multiple LLMs/agents arena-style but it's unclear which specific workflow fits — a general-purpose win-rate comparison on a custom task, or a benchmark specifically about reference/citation hallucination rate. Also use when the user mentions model arena, agent arena, pairwise model comparison, win-rate ranking, or comparing models on a task and hasn't specified whether that task is generic or about citation accuracy. This skill is the entry router for the arena-eval suite: it asks one diagnostic question when needed, then recommends the workflow or workflows needed to cover the request.
How to install 00-arena-router
npx skills add agentscope-ai/OpenJudge# or add only this skill to Claude Code: copy the folder
skills/arena-eval/00-arena-router/
# into
~/.claude/skills/00-arena-router/ (all projects)
.claude/skills/00-arena-router/ (one project)
1# Arena Eval Router23Entry router for the `arena-eval` suite. You diagnose what the user wants to4compare models on and route them to the appropriate sub-skill or both when5the request spans both evaluation goals. You don't run comparisons yourself6— you're the triage desk.78Each sub-skill is self-contained: it carries inline everything it needs, so it9can be installed and used on its own.1011## Diagnostic Question1213Ask (unless the user's request already makes the answer obvious):1415```16To route you correctly: what are you comparing the models on?1718a) A custom task of your own choosing (chatbot quality, summarization,19 coding, anything) — you'll get win-rate rankings from a judge model20b) Specifically how often each model fabricates or hallucinates references21 when asked to recommend citations22```2324**Shortcut rule**: if the user already said "run an arena eval on my chatbot25task" or "benchmark reference hallucination across these models", skip the26question — the routing is already clear from their phrasing.27Also skip the question when they explicitly ask for both general quality28and citation accuracy; recommend both workflows.2930## Triage Table3132| User says / has | Use workflow | What it does |33|---|---|---|34| "Compare/benchmark/rank these models on [any custom task]" | `01-auto-arena` | Generates queries from a task description, collects responses, auto-generates rubrics, runs pairwise judge comparisons, produces win-rate rankings |35…
Excerpt shown under the repository's Apache-2.0 license.
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