Research & Search
Research agent skills teach AI agents to gather and synthesize information properly: literature reviews, competitive analysis, web research with citations, and structured summaries. Each SKILL.md encodes a method, not just a prompt, so results stay consistent across runs.
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comeonoliver Skill SaelensSAELens: Sparse Autoencoders for Mechanistic Interpretability
61 - comeonoliver Skill Unsloth
Unsloth Skill
61 - comeonoliver Skill Latex Posters
LaTeX Research Posters
61 - comeonoliver Skill Tensorboard
TensorBoard: Visualization Toolkit for ML
61 - comeonoliver Skill Moe Training
MoE Training: Mixture of Experts
61 - comeonoliver Skill Openrlhf
OpenRLHF - High-Performance RLHF Training
61 - comeonoliver Skill Ray Data
Ray Data - Scalable ML Data Processing
61 - comeonoliver Skill Faiss
FAISS - Efficient Similarity Search
61 - comeonoliver Skill Llava
LLaVA - Large Language and Vision Assistant
61 - comeonoliver Skill Mamba
Mamba - Selective State Space Models
61 - comeonoliver Skill Research Grants
Research Grant Writing
61 - comeonoliver Skill Research Lookup
Research Information Lookup
61 - comeonoliver Skill Llama Factory
Llama-Factory Skill
61 - comeonoliver Skill Pytorch Fsdp2
Skill: Use PyTorch FSDP2 (`fully_shard`) correctly in a training script
61 - comeonoliver Skill Sentencepiece
SentencePiece - Language-Independent Tokenization
61 - comeonoliver Skill Analyze Results
Analyze Experiment Results
61 - comeonoliver Skill Experiment Plan
Experiment Plan: Claim-Driven, Paper-Oriented Validation
61 - comeonoliver Skill Research Refine
Research Refine: Problem-Anchored, Elegant, Frontier-Aware Plan Refinement
61 - comeonoliver Skill Auto Review Loop
Auto Review Loop: Autonomous Research Improvement
61 - comeonoliver Skill Monitor Experiment
Monitor Experiment Results
61 - comeonoliver Skill Brainstorming Research Ideas
Research Idea Brainstorming
61 - comeonoliver Skill Creative Thinking For Research
Creative Thinking for Research
61 - comeonoliver Skill Auto Review Loop Minimax
Auto Review Loop (MiniMax Version): Autonomous Research Improvement
61 - comeonoliver Skill Auto Paper Improvement Loop
Auto Paper Improvement Loop: Review → Fix → Recompile
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kscz0000 Skill Deep Research运行自主研究任务，规划、搜索、阅读并综合信息生成全面报告。
- kscz0000 Skill Faf Go
引导式访谈达成 Gold Code（100% AI 就绪度）。在帮助用户通过提问完善 .faf 文件时使用。借助 Claude Code 的 AskUserQuestion 实现无缝集成。只需输入 /faf-go 并回答问题直至完成。触发词：faf、Gold Code、100%、AskUserQuestion、引导式访谈、.faf 文件、faf-cli、CLAUDE.md。
- comeonoliver Skill Arxiv
arXiv Paper Search & Download
61 - comeonoliver Skill Literature Review
Literature Review
61 - comeonoliver Skill Academic Deep Research
Academic Deep Research 🔬
61 - comeonoliver Skill Flash Attention
Flash Attention - Fast Memory-Efficient Attention
61 - kscz0000 Skill Scientific Writing
这是深度研究与写作工具的核心技能——将 AI 驱动的深度研究与格式规范的书面输出相结合。每份生成的文档都基于 comprehensive 文献检索，并通过 research-lookup 技能进行引文验证。触发词：科学写作、学术写作、论文撰写、IMRAD、SCI论文、期刊投稿、学术论文、研究论文、学术写作指导、论文格式化、引用管理、学术报告
- kscz0000 Bundle Changelog Updates
撰写开发者真正愿意阅读并关心的发布说明与产品更新。本技能涵盖更新日志格式、版本号沟通、重大变更公告、弃用通知，以及为新功能造势。触发词：更新日志、changelog、发布说明、release notes、产品更新、product updates、版本号、versioning、重大变更、breaking change、弃用、deprecation、发布动态、发布节奏、release cadence。
- kscz0000 Bundle Customer Research
涉及开展、分析或综合客户研究时使用。涉及"客户研究"、"ICP 研究"、"与客户沟通"、"分析转录文本"、"客户访谈"、"问卷分析"、"工单分析"、"客户之声"、"VOC"、"构建画像"等场景时触发。
- kscz0000 Skill Efficient Web Research
用于节省 token 的网络研究协议。当访问 URL、GitHub 仓库或运行搜索查询时使用。可防止整页抓取造成的浪费。
- comeonoliver Skill Grpo Rl Training
GRPO/RL Training with TRL
61 - comeonoliver Skill Dse Loop
DSE Loop: Autonomous Design Space Exploration
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Frequently asked questions
What are Research & Search agent skills?
Research agent skills teach AI agents to gather and synthesize information properly: literature reviews, competitive analysis, web research with citations, and structured summaries. Each SKILL.md encodes a method, not just a prompt, so results stay consistent across runs.
Which Research & Search skills are most installed?
Popular Research & Search skills on SkillMD right now include saelens, unsloth, latex-posters. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Research & Search skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.