survey-generator
自动整理文献、生成结构化综述,节省大量调研与组织时间。
可能抓取外部资源并依赖 LLM 生成,引用或摘要可能不完全准确。
从公开锚点资源汇编结构化文献综述并输出维基式 Markdown 页面。
把某个 AI/ML 方向的论文和公开资料收集整理成结构化的文献综述,输出成维基风格的 Markdown 页面并把参考文献行列到 sources.md。当你需要写 survey、literature review 或做 deep dive,并且希望结果能长期存进知识库并被全文检索时用。特别之处是从公开锚点抓真实论文、生成可复用的 wiki 文档,并且对接多家 LLM/provider,适合团队化、可检索的研究产出。
▸ 展开 SKILL.md 英文原文
Compile a structured literature survey on any AI/ML topic. Agent curates a research bundle (taxonomy + sections + bibliography of real papers) from a public anchor resource, then a chosen LLM generates the survey artifact. Output target is a wiki page (markdown), not a one-off HTML — survey lands in `<wiki>/derived/surveys/<slug>.md` with full bibliography rows in `sources.md`. Provider-agnostic (Anthropic/OpenAI/OpenRouter/Fireworks/custom OpenAI-compat). Use when the user asks for a "survey", "literature review", "lit review", or "deep dive" on a technical topic.
帮我安装这个 skill:https://raw.githubusercontent.com/rohitg00/pro-workflow/main/skills/survey-generator/SKILL.mdcurl -fsSL "https://raw.githubusercontent.com/rohitg00/pro-workflow/main/skills/survey-generator/SKILL.md"# Survey Generator Provider-agnostic literature-survey artifact generator. Output flows into a pro-workflow wiki, not a standalone HTML file — survives sessions and indexes for FTS5 retrieval. ## Diff vs dair-academy version | dair | pro-workflow | |------|--------------| | Hardcoded Kimi K2.6 on Fireworks | Provider-agnostic (Anthropic/OpenAI/OpenRouter/Fireworks/custom) | | Output = single-file HTML with inline SVG | Output = wiki markdown page + bibliography rows in `sources.md` | | One-off artifact, no follow-up | Persists in FTS5 index; reused by `wiki-research-loop` | | Manual run only | Composable with `/wiki research` for auto-bibliography expansion | ## When to use - "Survey on