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面向 AI 研究流程的总入口路由器，覆盖读论文、想法澄清、实验设计、结果分析和论文写作。当下一步不明确、任务跨越多个阶段，或 Codex 需要协调完整的深度学习与序列表征学习研究链路时使用。
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Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.
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.
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npx skills add https://github.com/Ocean326/Agents --skill research-flow-navigatorThe command stays on one line. Scroll horizontally to inspect it before copying.
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Design single-agent or multi-agent workflows, orchestration loops, handoffs, evaluator-optimizer cycles, and wake-up or re-entry patterns for agentic systems. Use when Codex needs to decide whether work should stay as a prompt, instruction, skill, single agent, or multi-agent topology, and when turning that choice into concrete prompt contracts, prompt-refinement gates, externalized state schemas, stop rules, approval gates, and close-loop evaluation plans.
面向架构类工作的总入口路由器。用于在广义架构总控、ADR/治理、现有代码库重构、规格驱动设计、DDD/clean architecture、agent systems architecture 与架构文档评审之间选择最合适的入口；当用户知道“这是架构问题”但不知道具体 lane 时优先使用。
Senior architect entrypoint that routes software architecture, 系统设计, 技术方案, 架构评审, ADR, 代码库重构, requirements-driven design, DDD/clean architecture, agent system design, and architecture-document review to the right Architecture Workbench skill. Use when Codex should think like an architect first, choose the best architecture lane, and return trade-offs, risks, migration steps, and next decisions instead of jumping straight into implementation.
Based on SOC occupation classification
Showing SKILL.md
| name | research-flow-navigator |
| description | 面向 AI 研究流程的总入口路由器，覆盖读论文、想法澄清、实验设计、结果分析和论文写作。当下一步不明确、任务跨越多个阶段，或 Codex 需要协调完整的深度学习与序列表征学习研究链路时使用。 |
当用户不知道从哪里开始，或者希望整条研究链路被统一协调时，使用这个技能作为主入口。
当任务跨越多个阶段，需要更强的研究编排模式时，读取 references/upstream-patterns.md。
research-paper-reading-compass
research-supplement-digestion
research-idea-clarifier
research-novelty-audit
research-experiment-design-planner
research-training-and-ablation-loop
research-paper-production-pipeline
research-slides-and-poster-studio
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