Technology scouting and evaluation for tools, frameworks, libraries, and technical approaches. Use when users need to evaluate technology options, compare frameworks, assess technical feasibility, scout emerging technologies, or make build-vs-buy decisions. Produces structured comparison matrices with objective criteria scoring.
使用 Semantic Scholar API 检索和验证学术论文。支持并发多关键词搜索、批量 ID/DOI 查询、引用分析、批量补全摘要、统一 Markdown 导出。覆盖 2.14 亿+ 学术论文，无需 API Key 即可使用。触发词：论文检索、论文验证、Semantic Scholar、S2 搜索、查论文、补全摘要、导出MD
中文/英文写作风格迁移与错误记忆工作流。适用于论文、学位论文、报告等场景，提供 style profile、error log、长期记忆与多智能体写作闭环。
Use when user sends /skill复盘 or /迭代清单, or asks to review skill usage and iteration suggestions from the current conversation.
汇总所有 Claude Code Skills 的目录与使用指南，支持检查 GitHub 更新。触发词：/skills、技能目录、skill列表、有哪些技能、检查更新
[由 collaborating-hub 路由] Codex CLI 后端实现。直接使用请通过 /collab 或 /codex 触发 collaborating-hub。
Build SWUN thesis DOCX (Format 1 / 版式1) from LaTeX using the official SWUN reference template, with post-processing fixes (TOC, chapter page breaks, indents, isLgl numbering fix, and three-line table layout normalization).
Karpathy Loop 式自主迭代改进框架。对 skill/skill-full/memory/code 执行「修改→评估→保留/回滚」无限循环。触发词：/auto-iterate、自动迭代、迭代改进、Karpathy Loop