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recursive-arena
by lollipopkit
Plugins for Claude Code, rlm & devloop.
⭐ 5🍴 0📅 2026年1月23日
SKILL.md
name: recursive-arena description: Orchestrates recursive iterations using the multi-model battle as the generator each round. Use when user wants recursive refinement plus model battles, multi-LLM consensus, or says "recursive arena". allowed-tools: Read, Bash(python:*)
Recursive-Arena Orchestrator
This skill composes two skills:
multi-model: generates candidate answers by rotating models and collecting judge feedback.recursive: provides the macro-loop structure (decompose → critique → reflect → refine → converge).
Core behavior
For each recursive iteration:
- Call the multi-model script to produce the best candidate for the current prompt.
- Treat the multi-model best answer as the iteration’s
Current Solution. - Use multi-model judge summaries as the primary input to
Self-Critiqueand to updateReflection Memory. - If not converged, refine the prompt (or add constraints) and run the next iteration.
How to run
This orchestrator uses the multi-model runner bundled in this plugin:
python3 "${CLAUDE_PLUGIN_ROOT}/skills/recursive-arena/scripts/recursive_arena.py" --prompt "<your task>" --iters 4 --arena-iters 3
Configuration
Multi-model configuration is read from .env (same rules as the multi-model skill):
ARENA_MODELS,ARENA_OPENAI_BASE_URL/ provider variants.
Optional orchestration env:
RLM_ARENA_ARENA_ITERSdefault for multi-model per outer iterationRLM_ARENA_MAX_JUDGESdefault judge cap
Output
- The final answer is the best outer-iteration result.
- Show an evolution summary table with:
- Iteration number
- Writer model ID used by arena winner (numeric ID only)
- Average judge score
- Key refinement applied
Never disclose provider/model names; only numeric IDs.
Never print secrets from .env.
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