Run any Skill in Manus with one click

sibyl

Stars33

Forks2

UpdatedJuly 24, 2026 at 05:24

Research-persona catalog distilled from Sibyl prompts, for subagent Read on demand. 与 ARIS 互补 — ARIS 按阶段组织, Sibyl 按人格视角组织.

Installation

Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.

Run Skill in Manus

Source

AutoResearch-Factory

AutoResearch-Factory/Agon

View GitHub Repository View Creator Repositories

Download

Run Skill in Manus

Related occupationsSOC

Based on SOC occupation classification

Postsecondary Teachers, All OtherEducational Instruction and Library Occupations·SOC 25-1199

SKILL.md

readonly

name	sibyl
description	Research-persona catalog distilled from Sibyl prompts, for subagent Read on demand. 与 ARIS 互补 — ARIS 按阶段组织, Sibyl 按人格视角组织.

下列引用是从 Sibyl (AutoResearch-SibylSystem) 中炼化的 research personas, 请在需要时加载, 可通过 Read tool 使用, 路径前缀 ${CLAUDE_PLUGIN_ROOT}. 注意: 参考其思维方式, 但不要被它的流程/模板带偏. The following references are research personas distilled from Sibyl (AutoResearch-SibylSystem); Read on demand via the Read tool under ${CLAUDE_PLUGIN_ROOT}. Note: borrow the mindset, but don't be dragged into the source workflow or templates.

skills_sibyl/sibyl-ideation: 研究构思三角——理论推导 (theoretical)、跨界移植 (innovator)、远场映射 (interdisciplinary). 生成/审视研究 idea 时用. Research ideation triad — proof-driven, cross-pollination, distant-field mapping. Use when generating or scrutinizing research ideas.
skills_sibyl/sibyl-debate: 研究辩论五角——魔鬼代言人 (contrarian)/信号提取者 (optimist)/统计怀疑者 (skeptic)/景观定位者 (comparativist)/战略顾问 (strategist). 多视角评估实验结果或论点时用. Research debate quintet — devil's advocate, evidence-backed optimist, statistical skeptic, landscape comparativist, strategic advisor. Use when evaluating experimental results or arguments from multiple angles.
skills_sibyl/sibyl-team-meeting: 主持人驱动的多角色研究会议协议——agenda、固定角色、2-3轮发言、逐轮总结、共识/分歧/最终决策. 复杂研究决策、实验路线选择、proposal/paper strategy 需要结构化收敛时用；若只需快速多视角审视, 优先用 sibyl-debate. Chair-led multi-role research meeting protocol — agenda, roles, rounds, round summaries, consensus/disagreement, and final decision. Use when a hard research decision needs structured convergence rather than quick lenses.
skills_sibyl/sibyl-methodology: 实验方法学三角——证伪优先 (empiricist)/实验设计 (planner)/方法审计 (methodologist). 设计/审计实验方案时用. Experimental methodology triad — falsification-first, experiment design, method audit. Use when designing or auditing experiment plans.
skills_sibyl/sibyl-critique: 论文审查三角——缺陷分类学 (critic)/就绪标准 (final_critic)/分段审查 (section_critic). 全方位审查论文时用. Paper critique triad — flaw taxonomy, readiness criteria, section-level review. Use when reviewing a paper holistically.
skills_sibyl/sibyl-judgment: 研究判断——回溯推理 (revisionist) + 工程现实主义 (pragmatist). 重新评估假设/评估工程可行性时用. Research judgment — backwards reasoning from data + engineering realism. Use when reassessing hypotheses or evaluating engineering feasibility.
skills_sibyl/sibyl-writing-craft: 写作技艺——视觉沟通/notation+glossary 统一/顺序写作纪律/per-section 要求/跨 section 一致性核查. 撰写/整合论文草稿时用. Writing craft — visual communication, notation/glossary unification, sequential discipline, per-section requirements, cross-section consistency. Use when drafting or integrating a paper manuscript.
skills_sibyl/sibyl-latex: LaTeX 排版——模板纪律/tabular 规范/图片规范/编译纪律. 排版/编译论文时用. LaTeX typesetting — template discipline, table rules, figure rules, compilation discipline. Use when typesetting or compiling a paper.
skills_sibyl/sibyl-experiments: 实验执行——代码质量/pilot first/错误诊断/drift 检测/干预触发/弹性/resource sharing/文件隔离/checkpointing. 在远程 GPU 上执行实验时用. Experiment execution — code quality, pilot-first, error patterns, drift detection, intervention, resilience, resource sharing, file isolation, checkpointing. Use when running experiments on remote GPUs.
skills_sibyl/sibyl-gates: 质量门与决策——NeurIPS 校准评分/实验 PROCEED-PIVOT/idea ADVANCE-REFINE-PIVOT 决策矩阵/第三方审查/审稿人仿真. 评估研究质量或做出阶段决策时用. Quality gates and decisions — NeurIPS-calibrated scoring, experiment PROCEED/PIVOT, idea validation decision matrix, third-party review, reviewer simulation. Use when evaluating research quality or making stage-gate decisions.
skills_sibyl/sibyl-landscape: 研究景观——新颖性碰撞分类/scoring/反模式 + 文献调研原则/实施策略 (Adopt-Extend-Compose-Build). 验证 idea 新颖性或做文献调研时用. Research landscape — novelty collision classification, scoring, anti-patterns + literature survey principles, implementation strategy. Use when validating idea novelty or conducting literature surveys.
skills_sibyl/sibyl-rebuttal: 审稿回复——9 角色协作: concern 分解/回复策略/证据收集 (scholar+theorist+experiment)/写作/creative advocacy/QA 审查. 撰写/审查审稿回复时用. Rebuttal — 9-agent collaborative: concern decomposition, response strategies, evidence gathering, writing, creative advocacy, QA review. Use when writing or reviewing a rebuttal.
skills_sibyl/sibyl-common: 通用约定——模型选择与时间预算/远程服务器纪律/自我进化安全 (test→commit→push)/质量标准. 任何时候都适用. Common conventions — model selection, time budget, remote server discipline, self-evolution safety, quality standards. Always applicable.
skills_sibyl/sibyl-reflection: 反思与综合——8 类 issue 分类学/fix tracking/好建议 vs 坏建议/synthesis 原则 (非妥协)/result debate synthesis. 迭代反思/综合多视角/制定改进计划时用. Reflection and synthesis — 8-category issue taxonomy, fix tracking, good vs bad recommendations, synthesis principles, result debate synthesis. Use when reflecting on an iteration, synthesizing perspectives, or creating improvement plans.

More from this repository

same repository

aris

AutoResearch-Factory/Agon

Research-mindset catalog distilled from ARIS skills, for subagent Read on demand.

2026-07-0433

arxiv-tools

AutoResearch-Factory/Agon

This skill should be used when the user asks to "search for papers", "get paper info", "download LaTeX source", "generate BibTeX citation", "find citing papers", or provides an arXiv ID or arXiv URL.

2026-07-0433

novelty-check

AutoResearch-Factory/Agon

Use when checking novelty of a research idea or proposal. Extract core claims, do multi-source arxiv / Scholar / S2 search, grade each claim HIGH/MEDIUM/LOW. 基本就是 ARIS novelty-check skill, 但去掉了 cross-model verification 和 report schema.

2026-07-0433

server-health

AutoResearch-Factory/Agon

Use when you need project-specific compute/server notes to pick a server or confirm a running task, if the project has filled its server manual or monitoring hooks.

2026-07-0433

name	sibyl
description	Research-persona catalog distilled from Sibyl prompts, for subagent Read on demand. 与 ARIS 互补 — ARIS 按阶段组织, Sibyl 按人格视角组织.

skills_sibyl/sibyl-ideation: 研究构思三角——理论推导 (theoretical)、跨界移植 (innovator)、远场映射 (interdisciplinary). 生成/审视研究 idea 时用. Research ideation triad — proof-driven, cross-pollination, distant-field mapping. Use when generating or scrutinizing research ideas.
skills_sibyl/sibyl-debate: 研究辩论五角——魔鬼代言人 (contrarian)/信号提取者 (optimist)/统计怀疑者 (skeptic)/景观定位者 (comparativist)/战略顾问 (strategist). 多视角评估实验结果或论点时用. Research debate quintet — devil's advocate, evidence-backed optimist, statistical skeptic, landscape comparativist, strategic advisor. Use when evaluating experimental results or arguments from multiple angles.
skills_sibyl/sibyl-team-meeting: 主持人驱动的多角色研究会议协议——agenda、固定角色、2-3轮发言、逐轮总结、共识/分歧/最终决策. 复杂研究决策、实验路线选择、proposal/paper strategy 需要结构化收敛时用；若只需快速多视角审视, 优先用 sibyl-debate. Chair-led multi-role research meeting protocol — agenda, roles, rounds, round summaries, consensus/disagreement, and final decision. Use when a hard research decision needs structured convergence rather than quick lenses.
skills_sibyl/sibyl-methodology: 实验方法学三角——证伪优先 (empiricist)/实验设计 (planner)/方法审计 (methodologist). 设计/审计实验方案时用. Experimental methodology triad — falsification-first, experiment design, method audit. Use when designing or auditing experiment plans.
skills_sibyl/sibyl-critique: 论文审查三角——缺陷分类学 (critic)/就绪标准 (final_critic)/分段审查 (section_critic). 全方位审查论文时用. Paper critique triad — flaw taxonomy, readiness criteria, section-level review. Use when reviewing a paper holistically.
skills_sibyl/sibyl-judgment: 研究判断——回溯推理 (revisionist) + 工程现实主义 (pragmatist). 重新评估假设/评估工程可行性时用. Research judgment — backwards reasoning from data + engineering realism. Use when reassessing hypotheses or evaluating engineering feasibility.
skills_sibyl/sibyl-writing-craft: 写作技艺——视觉沟通/notation+glossary 统一/顺序写作纪律/per-section 要求/跨 section 一致性核查. 撰写/整合论文草稿时用. Writing craft — visual communication, notation/glossary unification, sequential discipline, per-section requirements, cross-section consistency. Use when drafting or integrating a paper manuscript.
skills_sibyl/sibyl-latex: LaTeX 排版——模板纪律/tabular 规范/图片规范/编译纪律. 排版/编译论文时用. LaTeX typesetting — template discipline, table rules, figure rules, compilation discipline. Use when typesetting or compiling a paper.
skills_sibyl/sibyl-experiments: 实验执行——代码质量/pilot first/错误诊断/drift 检测/干预触发/弹性/resource sharing/文件隔离/checkpointing. 在远程 GPU 上执行实验时用. Experiment execution — code quality, pilot-first, error patterns, drift detection, intervention, resilience, resource sharing, file isolation, checkpointing. Use when running experiments on remote GPUs.
skills_sibyl/sibyl-gates: 质量门与决策——NeurIPS 校准评分/实验 PROCEED-PIVOT/idea ADVANCE-REFINE-PIVOT 决策矩阵/第三方审查/审稿人仿真. 评估研究质量或做出阶段决策时用. Quality gates and decisions — NeurIPS-calibrated scoring, experiment PROCEED/PIVOT, idea validation decision matrix, third-party review, reviewer simulation. Use when evaluating research quality or making stage-gate decisions.
skills_sibyl/sibyl-landscape: 研究景观——新颖性碰撞分类/scoring/反模式 + 文献调研原则/实施策略 (Adopt-Extend-Compose-Build). 验证 idea 新颖性或做文献调研时用. Research landscape — novelty collision classification, scoring, anti-patterns + literature survey principles, implementation strategy. Use when validating idea novelty or conducting literature surveys.
skills_sibyl/sibyl-rebuttal: 审稿回复——9 角色协作: concern 分解/回复策略/证据收集 (scholar+theorist+experiment)/写作/creative advocacy/QA 审查. 撰写/审查审稿回复时用. Rebuttal — 9-agent collaborative: concern decomposition, response strategies, evidence gathering, writing, creative advocacy, QA review. Use when writing or reviewing a rebuttal.
skills_sibyl/sibyl-common: 通用约定——模型选择与时间预算/远程服务器纪律/自我进化安全 (test→commit→push)/质量标准. 任何时候都适用. Common conventions — model selection, time budget, remote server discipline, self-evolution safety, quality standards. Always applicable.
skills_sibyl/sibyl-reflection: 反思与综合——8 类 issue 分类学/fix tracking/好建议 vs 坏建议/synthesis 原则 (非妥协)/result debate synthesis. 迭代反思/综合多视角/制定改进计划时用. Reflection and synthesis — 8-category issue taxonomy, fix tracking, good vs bad recommendations, synthesis principles, result debate synthesis. Use when reflecting on an iteration, synthesizing perspectives, or creating improvement plans.