docs: refresh AgentSkill for Champion Challenge redesign#556
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Update skill/SKILL.md and skill/references/ to match the current system (verified against e3a9fce). The reference docs still described the removed 4-stage ELO/Pareto pipeline, 13 envs, and Chutes deployment. - skill/SKILL.md: add concise sections for model requirements (Qwen3-32B / Qwen3.6-35B-A3B, one-commit-per-hotkey), the Champion Challenge scoring model, the 4 active scoring envs, and CEAC anti-copy. - references/scoring-deep-dive.md: rewrite for Champion Challenge (challenger queue, battle window, partial-Pareto dethrone rule, winner-takes-all + optional past-N split). - references/rl-training-guide.md: 4 scoring envs, allowed architectures, one-commit rule; drop geometric-mean framing. - references/database-schema.md: 11 tables; drop task_pool/anti_copy_results, add inference_endpoints + anticopy_* (CEAC). - references/api-reference.md: serving base_url (not Chutes slug); scorer logic folded into the scheduler. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
This was referenced Jun 28, 2026
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The
skill/references/*.mdstill described the removed 4-stage ELO/Pareto pipeline, ~13 environments, and Chutes deployment. This refreshes the skill docs to match the current system (verified againste3a9fce).Changes
qwen3_5_moe, quantized/gated bans, one-commit-per-hotkey)task_pool/anti_copy_results, addinference_endpoints+anticopy_*(CEAC).base_urlinstead of Chutes slug; note scorer logic folded into the scheduler.All facts verified by reading current source (
comparator.py,challenger_queue.py,weight_writer.py,anticopy/,model_size_checker.py,system_config.json,docs/MINER.md,docs/VALIDATOR.md).🤖 Generated with Claude Code