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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jacob-balslev Bundle Methodical 2Enforces disciplined, complete, evidence-backed execution for tasks where honesty and coverage matter more than brevity: audits, diagnostic reports, tracked-task creation from findings, acceptance-criteria verification, research briefs, and any enumerated output that later work will depend on. Teaches WHY agents fail at completeness — sycophancy, premise adoption, summary-first compression, instruction-density loss, long-horizon attention decay, self-critique echo chambers, reasoning-masked agreement, verification theater, and delegation-as-proof — and the structural countermeasures: pre-task scope declaration, count-preserving enumeration, step-level evidence receipts, externally grounded critique, provenance labels, explicit partial/completeness receipts, and runtime enforcement where available. Do NOT use for choosing the shortest task route (use `task-path-optimization`), broad artifact-quality standards (use `best-practice`), result scoring (use `evaluation`), the compact pre-output enforcement gate (use
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nahisaho Skill Scientific Literature Search 2学術文献検索・取得スキル。PubMed E-utilities、Semantic Scholar、 OpenAlex、EuropePMC、CrossRef の 5 大学術データベース API を統合した 文献検索パイプライン。MeSH 構造化検索、引用ネットワーク分析、 著者/機関メトリクス、全文取得、PICO ベース検索戦略対応。 29 の ToolUniverse SMCP ツールと連携。
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nahisaho Skill Scientific Research Methodology 2研究方法論・研究デザインスキル。体系的な研究計画策定、ブレインストーミング フレームワーク、批判的思考法、研究倫理・IRB、先行研究評価、 クロスドメイン着想法を含む研究者のメタスキル群。 「研究計画を立てて」「ブレインストーミングして」「研究デザインを設計して」で発火。
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yogsoth-ai Skill Web Research 3Deep web page analysis with full content extraction. Import of web-browsing/web-research skill. Must fetch full page via apify — no shortcuts.
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codyswanngt Bundle Lisa Research 3Research a problem space and…
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fabioc-aloha Skill Citation Management 3APA 7th formatting, citation integration, reference validation, and bibliography generation
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diaszano Skill Ab Test AnalysisUse when the user wants to analyze A/B test results, interpret p-values, determine statistical significance, or make a ship/no-ship decision. Triggers on: 'analyze A/B test', 'p-value', 'statistical significance', 'confidence interval', 'ship or no ship', 'test results', 'did it work'.
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diaszano Skill Research AnalystUse this skill when you need comprehensive research across multiple sources with synthesis of findings into actionable insights, trend identification, and detailed reporting.
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opencue Bundle Geo Content OptimizerUse when the user asks to "optimize for AI citations"; improves citation readiness for ChatGPT, Perplexity, AI Overviews, Gemini, and Codex. AI引用优化/GEO优化/AI搜索
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dvcrn Bundle TmpCue - 你的专属调研助理 / Your AI Research Assistant
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dvcrn Skill AI News当需要梳理某段时间内AI行业重要新闻时,可以调用使用这个技能。
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dvcrn Bundle Parallel 2High-accuracy web search and research via Parallel.ai API. Optimized for AI agents with rich excerpts and citations.
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diaszano Skill Market ResearcherUse this skill when you need to analyze markets, understand consumer behavior, assess competitive landscapes, and size opportunities to inform business strategy and market entry decisions.
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diaszano Skill Project Idea ValidatorUse this skill when you need an idea pressure-tested with brutal honesty, competitor teardown, market validation, and clear go/no-go guidance before building.
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diaszano Skill First Principles ThinkingUse when the user wants to challenge assumptions, break down a complex problem from scratch, or approach something with first principles reasoning. Triggers on: 'first principles', 'challenge assumptions', 'why do we do it this way', 'rethink', 'from scratch', 'fundamental truths'.
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dvcrn Skill Youtube Watcher 2Fetch and read transcripts from YouTube videos. Use when you need to summarize a video, answer questions about its content, or extract information from it.
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dvcrn Skill Summarize 2Summarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).
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roche-k Bundle Va Scientific Literature ResearcherSearch scientific literature and synthesize experimental evidence from published studies, including methods, sample sizes, results, limitations, and source attribution.
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yakeworld Bundle ResearchSkill file
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yakeworld Bundle Openml Benchmark**F1差距分析结论**:OpenML WEKA 结果 (F1=0.75-0.76) 高于 Helix (F1=0.68-0.71),原因排序:
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yakeworld Bundle Prose Cluster Hybrid Citation Fix**Python batch for section-grouped anchors**:
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yakeworld Bundle Literature文献检索统一入口 — 搜索、下载、验证三位一体,多源聚合,管道编排。
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yakeworld Bundle Graduate Student Mentoring**边界**:技能功能边界。
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yakeworld Bundle Research Output Evaluation**关键洞察**:98篇论文中,真正接近可发表水平的(T1+T2且D10a≥95%)约10-15篇。其中使用真实临床数据的可能不到5篇。其余80+篇需要大量修订或归档。
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yakeworld Bundle Citation Appropriateness Verification引用适当性验证 — 6 类功能分类、DOI 回源验证、三级回退、专项报告输出
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yakeworld Bundle Synthos Akne BridgeSynthos-AKNE Bridge — 双向桥接
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yakeworld Bundle Quality1. 确认输入参数完整
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yakeworld Bundle Synthos 2**动灵在内,不假外求 — 主动发现,不等人说**
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yakeworld Bundle Kg BridgeQueryEngine 的 `_graph_search` 通常使用词袋匹配,对多词/中英混合查询无效。增强策略:
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yakeworld Bundle Bppv Expert1. 确认输入参数完整
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yakeworld Bundle Akne Maintenance1. **输入验证**: 输入参数/文件/路径是否完整且有效
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yakeworld Bundle System Bridgingls <system_a_root>/
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yakeworld Bundle Skill Absorption完整关键词轮转策略见 `references/keyword-rotation.md`。
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yakeworld Bundle Citation Bib Crossrefpima-crispdm 33 100% 0 0 ✅
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yakeworld Bundle Ode Simulation Tuning1. **S_pre too high** (e.g., 0.70+ when baseline should be ~0.45): Homeostasis setpoint too high or
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yakeworld Bundle Competition Submissionzip -r submission.zip submission/ -x "*/.*"
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 methodical, scientific-literature-search, scientific-research-methodology. 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.