sibyl-critic
The sibyl-critic Claude Code skill functions as a rigorous academic evaluation agent within the AutoResearch-SibylSystem framework. It generates critical assessments of research work by rendering a specialized prompt configuration from the Sibyl orchestration system, operating at the heavy-tier processing level. Use this skill when you need stringent, fair-minded peer review of academic content within a designated workspace directory.
git clone --depth 1 https://github.com/Sibyl-Research-Team/AutoResearch-SibylSystem /tmp/sibyl-critic && cp -r /tmp/sibyl-critic/.claude/skills/sibyl-critic ~/.claude/skills/sibyl-criticSKILL.md
!`SIBYL_WORKSPACE="$ARGUMENTS[0]" .venv/bin/python3 -c "from sibyl.orchestrate import render_skill_prompt; import os; ws = os.environ.get('SIBYL_WORKSPACE', ''); print(render_skill_prompt('critic', workspace_path=ws))"`
AGENT_NAME: sibyl-critic
AGENT_TIER: sibyl-heavy
SIBYL_ROOT: /Users/cwan0785/sibyl-system
Workspace path: $ARGUMENTS[0]Sibyl Codex 独立第三方审查 - 使用 OpenAI Codex 提供不同 AI 视角的评审
Sibyl Codex 写作 agent - 使用 Codex (GPT-5) 撰写论文
Sibyl 比较分析者 agent - 对标 SOTA 和同类工作,定位结果贡献
Sibyl 反对者 agent - 挑战主流假设,寻找反面证据和盲点
Sibyl 编辑 agent - 整合论文各章节为完整稿件
Sibyl 实验主义者 agent - 关注可复现性、数据质量和实验设计严谨性
Sibyl 后台实验监督 agent - 持续刷新 GPU 空闲状态、动态派发排队实验、处理运行时间/状态漂移
Sibyl 实验执行 agent - 编写代码并在远程 GPU 上执行实验