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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

install 00-arena-router
# install the OpenJudge pack with the skills CLI
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)

skills/arena-eval/00-arena-router/SKILL.md

Apache-2.0Full file
1# Arena Eval Router
2
3Entry router for the `arena-eval` suite. You diagnose what the user wants to
4compare models on and route them to the appropriate sub-skill or both when
5the request spans both evaluation goals. You don't run comparisons yourself
6— you're the triage desk.
7
8Each sub-skill is self-contained: it carries inline everything it needs, so it
9can be installed and used on its own.
10
11## Diagnostic Question
12
13Ask (unless the user's request already makes the answer obvious):
14
15```
16To route you correctly: what are you comparing the models on?
17
18a) A custom task of your own choosing (chatbot quality, summarization,
19 coding, anything) — you'll get win-rate rankings from a judge model
20b) Specifically how often each model fabricates or hallucinates references
21 when asked to recommend citations
22```
23
24**Shortcut rule**: if the user already said "run an arena eval on my chatbot
25task" or "benchmark reference hallucination across these models", skip the
26question — the routing is already clear from their phrasing.
27Also skip the question when they explicitly ask for both general quality
28and citation accuracy; recommend both workflows.
29
30## Triage Table
31
32| 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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