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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steipete Skill SummarizeSummarize or transcribe URLs, YouTube/videos, podcasts, articles, transcripts, PDFs, and local files.
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yipng05-max Bundle Ta Research Afp Auto 2TA(主题分析)研究全流程全自动AFP工作流协调器。无需用户逐步确认, 系统自主完成全部12个检查点,遇到卡点自动处理或跳过,最终输出完稿清单 与决策日志。决策节点(理论定位/叙事结构/标题摘要关键词)依据上下文自动选择 最优方案,所有自动决策均记录在最终报告中供研究者审阅。 与 ta-research-AFP(逐步确认版)互补:偏好全程参与用 AFP,偏好一键完成用本 skill。 触发词:"一键完成TA论文""全自动TA研究流程""启动TA自动化工作流" "自动完成主题分析全流程""TA论文一键生成""不需要我确认,自动跑完"。 注意:不响应泛化触发词(如"启动AFP""自动写论文"),这些词留给其他工作流。
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vercel-labs Bundle Produced Skill 3Test fixture — produced-skill mode, Setup section embeds a JSX wrapper with NO citation. WIRING_NOT_SYNTHESIZED must FAIL.
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vercel-labs Bundle Produced Skill 8Test fixture — produced-skill mode, Setup section cites a docs URL. WIRING_NOT_SYNTHESIZED must PASS.
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vercel-labs Bundle Produced Skill 9Test fixture — produced-skill mode, Setup section cites a reference-project file path. WIRING_NOT_SYNTHESIZED must PASS.
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ahaoai Bundle Visual Research 2在收集、分析或组织视觉参考、情绪板、竞品图像或灵感时使用。横切所有设计阶段。
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enthrium Skill Followup 2Summarise the previous step's output as 3 key bullet points
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q00 Skill Ce Slack ResearchSearch Slack for interpreted organizational context -- decisions, constraints, and discussion arcs -- and produce a synthesized research digest with cross-cutting analysis. Use when the user says 'search slack for', 'what did we discuss about', 'slack context for', or 'what does the team think about'. Differs from slack:find-discussions, which returns raw message results without synthesis.
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rohitg00 Skill Idea CreatorGenerate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.
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rohitg00 Skill Research LitSearch and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does this paper say", or needs to understand academic papers.
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rohitg00 Skill Novelty CheckVerify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.
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rohitg00 Skill Grant ProposalDraft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germany), SNSF (Switzerland), ARC (Australia), NWO (Netherlands), and generic formats. Use when user says "write grant", "grant proposal", "申請書", "write KAKENHI", "科研費", "基金申请", "写基金", "NSF proposal", or wants to turn research ideas into a funding application.
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rohitg00 Skill Research RefineTurn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review. Use when the user says "refine my approach", "帮我细化方案", "decompose this problem", "打磨idea", "refine research plan", "细化研究方案", or wants a concrete research method that stays simple, focused, and top-venue ready instead of a vague or overbuilt idea.
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rohitg00 Skill Formula DerivationStructure and derive research formulas when the user wants to 推导公式, derive a theory line, build equations from a problem statement, clarify assumptions, separate formal derivation from remarks, or turn messy theory notes into a paper-ready derivation skeleton. Use for research-style formula development, not for fully rigorous theorem proving once the claim is already fixed.
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rohitg00 Skill Idea Creator 2Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.
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rohitg00 Skill Novelty Check 2Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.
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rohitg00 Skill Novelty Check 3Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.
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rohitg00 Skill Grant Proposal 2Draft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germany), SNSF (Switzerland), ARC (Australia), NWO (Netherlands), and generic formats. Use when user says "write grant", "grant proposal", "申請書", "write KAKENHI", "科研費", "基金申请", "写基金", "NSF proposal", or wants to turn research ideas into a funding application.
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rohitg00 Skill Research Refine 2Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review. Use when the user says "refine my approach", "帮我细化方案", "decompose this problem", "打磨idea", "refine research plan", "细化研究方案", or wants a concrete research method that stays simple, focused, and top-venue ready instead of a vague or overbuilt idea.
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rohitg00 Skill Research Refine 3Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative Gemini review. Use when the user says "refine my approach", "帮我细化方案", "decompose this problem", "打磨idea", "refine research plan", "细化研究方案", or wants a concrete research method that stays simple, focused, and top-venue ready instead of a vague or overbuilt idea.
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rohitg00 Skill Content Research WriterAssists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.
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timharris707 Bundle Router 2When unsure which TeamWorkflow skill applies, or orienting a new task or repository, find the right planning, research, building, review, or recovery workflow. Reuse recorded project bindings and working mode.
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timharris707 Bundle Research 2For factual investigations of vendor materials, regulations, upstream repositories, recorded calls, or other evidence, investigate primary sources and return cited findings. Ask targeted questions when missing facts are held by people; match the requested scope.
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intertwine Bundle Ml Paper WritingWrite publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. Includes LaTeX templates, reviewer guidelines, and citation verification workflows.
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bahayonghang Bundle Gh Pr Release 2Operate GitHub pull requests and releases with gh CLI: create/draft PRs, publish confirmed reviews, merge safely, reply/resolve threads, apply selected feedback, fix PR checks, prepare release PRs with version bumps/changelogs, tag merged commits, publish GitHub Releases with verified assets, and diagnose release workflows / 创建或发布 PR、评审与安全合并、回复或解决线程、修复 PR CI、准备版本 PR、打 tag、发布含产物的 GitHub Release、诊断 release CI. Not for code-review analysis (code-auditor or code-quality-review), commits (git-commit), GitHub/release-workflow setup (gh-bootstrap), registry publishing (npm/cargo/pypi), release-readiness/full-spectrum audits (fuck-my-shit-mountain), or release-notes-only writing.
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blockscout Skill Research Scope 2Investigate and document the intended scope of a codebase topic through interactive discussion, then persist a durable research note under .memory-bank/research/ once the human confirms the framing
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blockscout Skill Implementation Plan 2Turn an approved task-analysis result into a shared technical design and coding-ready implementation handoff; use when Claude has an existing task folder under `tmp/tasks/`, plus a selected solution and related codebase research, and needs to produce `implementation-plan.md` and `coding-task.md` before writing code
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blockscout Skill Implementation Plan 3Turn an approved task-analysis result into a shared technical design and coding-ready implementation handoff. Use when Cursor has an existing task folder under `tmp/tasks/`, plus a selected solution and related codebase research, and needs to produce `implementation-plan.md` and `coding-task.md` before writing code.
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blockscout Bundle Research Scope 3Investigate and clarify a reusable codebase topic through dialogue, then create or update a `.memory-bank/research` note only after explicit human confirmation.
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blockscout Skill Research Scope 4Investigate and clarify a reusable codebase topic through dialogue, then create or update a `.memory-bank/research` note only after explicit human confirmation.
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mrwogu Skill Logstrip 2Compress noisy CI, build, runtime, scanner, and test logs before Codex analyzes them. Use when the user asks to inspect, trim, reduce, summarize, or prepare logs for diagnosis, or when the user pastes log-like output (timestamps, log levels, stack traces, CI markers).
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mrwogu Skill Logstrip 3Compress noisy CI, build, runtime, scanner, and test logs before OpenCode analyzes them. Use when the user asks to inspect, trim, reduce, summarize, or prepare logs for diagnosis, or when the user pastes log-like output (timestamps, log levels, stack traces, CI markers).
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longbridge Skill Morning NoteMorning Note
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longbridge Skill Thesis TrackerThesis Tracker
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longbridge Skill Idea GenerationIdea Generation
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longbridge Skill Sector OverviewSector Overview
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 summarize, ta-research-AFP-auto, produced-skill. 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.