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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m1nga Bundle Conclude RoundsRecap the last N rounds of the CURRENT conversation plus up to 5 evidence-based insights for working faster with your coding agent. Separates done-and-verified from done-but-unproven from merely-proposed — a proposal never reads as a completion. N defaults to 4. In-conversation, read-only — not a cross-session digest, never edits files. Trigger on "recap the last few rounds", "what did we just do?", "summarize what we just did", "catch me up on this thread", "what actually got done vs just discussed?", or Chinese 总结前面N轮 / 总结一下前面 / 结论一下 / 前4轮 / 小结一下 / 回顾前面几轮 / 这几轮做了啥 — even without naming the skill. Replies in the language of the user's recent messages.
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m1nga Bundle Desktop PackageCollect task results into one reviewable Desktop folder, at task start or completion. Copy artifacts and summarize decisions; do not reorganize the Desktop or replace the project’s working files.
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matis-dev Skill Module FindingsModule — loaded by name from an m-skills architect, not an entry point. How a finding is shaped, filtered, and scored: the citation requirement, the confidence gate that drops uncertain findings, the false-positive list, severity bands, and banded verdicts backed by evidence rather than an invented number.
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nijanthan-dev Bundle ResearchUse when full-runtime TaxMate Australia ATO refresh or source-backed treatment review is needed.
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aizech Skill Web ResearchResearch a topic across multiple web sources and produce a cited report. Use when the user asks to research online, search the web, compare options, or produce a research report.
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anyoneanderson Bundle Spec GeneratorSpecification Generator — Generate project requirements, design documents, and task lists. A skill for generating structured project specifications through interactive dialogue or quick generation. English triggers: - "Create requirements", "Generate requirements doc", "Summarize as requirements" - "Create design document", "Design the architecture", "Generate technical spec" - "Create task list", "Break down into tasks", "Generate tasks.md" - "Create full spec", "Generate all specs", "Create the complete specification" - After discussion: "Turn this into requirements", "Document this as spec" 日本語トリガー: - 「要件定義を作って」「要件をまとめて」「仕様書を作成して」 - 「設計書を作って」「技術設計をして」「アーキテクチャを設計して」 - 「タスクリストを作って」「実装タスクに分解して」「tasks.mdを生成して」 - 「仕様を全部まとめて」「フル仕様を作成」「3点セットを作って」 - 会話で仕様が固まった後に「これを要件定義書にして」
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arboraistudio Bundle Founder MemoryMaintain the repo-level founder context by reading and updating founder-context files. Use when the user asks to remember, record, update context, summarize company state, run a weekly review, track metrics, log decisions, or manage open loops.
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robinebers Skill HubspotUse when working with HubSpot CRM records to search, summarize, create, update, associate, or analyze objects and properties.
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1837620622 Skill Scientific Simulation高保真科学研究与仿真协议。严格执行第一性原理建模。强制要求:基于微分方程的动力学、显式数值积分、守恒定律验证和严格的单位跟踪。禁止:经验启发式方法、曲线拟合、数据伪造、硬编码或结果平滑。适用于物理学、工程学和算法研究。触发关键词:scientific simulation, first principles, numerical integration, 科学仿真。
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chrike Skill Finish BranchUse when the user explicitly asks to commit changes, push a branch, prepare or create a new PR for a resolved branch, merge local branches, merge a named PR remotely, discard explicitly scoped Git working-tree changes, delete a named local or remote branch, remove a named worktree, or choose how to finish the current branch. Do not use to view or summarize an existing PR, review code, assess readiness or completion, answer read-only branch-status questions, explain Git, discard a non-Git idea, or write a generic PR template; use `review-and-finish` for review and completion verification when installed and available, otherwise leave that portion to the ordinary host workflow.
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evoclaw Skill Metric LockUse when evaluation metrics, protocol, datasets, or splits have been confirmed in the research plan — enforces immutability of locked evaluation components without explicit user authorization
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evoclaw Skill Using AmplifyUse when starting any conversation - establishes how to find and use research skills, requiring Skill tool invocation before ANY response including clarifying questions
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evoclaw Skill Domain AnchoringUse when a user describes ANY research intent, goal, or topic — this is Phase 0 and must complete before any other research skill activates
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evoclaw Skill Novelty ClassifierUse when assessing innovation level of a research contribution — invoked after literature review (Phase 1) and after method design (Phase 3) to verify that novelty matches the target venue tier
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evoclaw Skill Problem ValidationUse when Phase 1 (research-direction-exploration) is complete and G1 gate has passed — subjects the research problem to adversarial defense-style questioning, classifies project intent, re-evaluates venue target, and produces a final feasibility ruling before any method design begins
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evoclaw Skill Using Git WorktreesUse when starting research work that needs isolation from current workspace or before executing experiments - creates isolated git worktrees with smart directory selection and safety verification
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evoclaw Skill Method Framework DesignUse when research direction is validated (G1 passed) and the project needs method design, analysis framework, evaluation protocol, or story line — this is Phase 3 and must complete before any code or experiments
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evoclaw Skill Results Verification ProtocolUse when about to claim ANY research result status — requires running verification, reading full output, and providing evidence before making claims; always active, no exceptions
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evoclaw Skill Reproducibility Driven ResearchUse when implementing any experiment, analysis, or computational task — enforces the HYPOTHESIZE-BASELINE-EXPERIMENT-VERIFY-INTERPRET cycle and reproducibility requirements
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thesmokedev Skill Geo LlmstxtAnalyzes and generates llms.txt files -- a lightweight anti-hallucination facts hedge that tells AI systems your canonical business facts and key pages. NOT an AI-visibility or citation lever (debunked by Google, Zyppy, and SE Ranking). Can validate existing llms.txt files or generate new ones from scratch by crawling the site.
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thesmokedev Skill Geo YoutubeYouTube citation playbook for AI search. YouTube is the most-cited domain in Google AI Overviews and the strongest single brand-visibility signal measured. Optimizes videos for AI citation through transcripts, chapters, titles, and cross-posted text claims -- not views or subscribers. Use when planning video content for AI visibility or auditing an existing channel for citation readiness.
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learnprompt Bundle Horizontal Vertical Analysis横纵分析法提示语原文。用户想深度研究一个陌生的产品、公司、人物、技术、行业或事件时使用。触发词包括 横纵分析、深度研究、帮我搞懂这家公司、研究一下这个赛道、写份研究报告、纵向历史横向对比、deep research。建议搭配深度研究或联网能力跑,产出一万到三万字可追溯报告。
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theveller Skill Youtube SearchSearch YouTube for videos via yt-dlp and return structured results (title, channel, views, duration, description) for analysis. Use when the user wants to search YouTube, find top videos on a topic, or pull video metadata.
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theveller Bundle Daily Review WorkflowComplete workflow for conducting daily reviews with data aggregation. Use when executing daily-review command, syncing external data sources (Linear, Notion, Calendar, etc.) before generating review reports, or understanding the daily review process flow. Triggers on requests like "run daily review", "sync data for daily note", "conduct end-of-day review", or when user mentions daily-review command.
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george-rd Bundle Grandslam OfferUse when the user wants to create a business offer, build a Grand Slam Offer, design pricing strategy, create an irresistible offer, or mentions Alex Hormozi, $100M Offers, value equation, offer creation, or offer workshop. Orchestrates a multi-phase workshop with adversarial agent teams that stress-test every decision.
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joshukraine Skill Resolve IssueFull issue workflow — fetch details, research, plan solution, implement, and verify.
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marcellourbani Skill Abap ResearchTechniques for navigating and finding objects in SAP systems. Use when searching for transactions, programs, FMs, classes, error messages, BAPIs, tables, custom objects, or anything in an unfamiliar SAP system. Teaches the mindset and metadata knowledge a senior ABAP developer uses to find anything in any system. Load this skill when the user asks to find something and direct search doesn't work, or when investigating errors, screenshots, or unknown functionality.
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marcellourbani Skill Abap Code WritingStructured process for building ABAP solutions. Use BEFORE writing any ABAP code — reports, classes, function modules, enhancements, or full processes. Guides through requirement validation, system exploration, architecture planning, research of existing objects, and detailed design before any code is written.
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mrlyk Bundle LearnPersist durable project learnings into a topic wiki. Use when the user asks "总结一下经验", "沉淀一下", or "记住这个"; when the user states a convention to persist ("保存为项目规范", "from now on use X"); when the user is correcting an answer or plan; when a verified belief conflicts with the codebase; or when an undocumented project convention surfaces.
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thinkfleetai Skill PeekQuick memory lookup — search MemMesh and show compact one-liner results, or fetch one memory by id. Use for fast checks ("did we record X?"), resolving a [memmesh:id] citation, or browsing without full detail.
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tumf Bundle Youtube SummarizerSummarize YouTube videos by extracting and analyzing auto-generated subtitles. Use when the user provides a YouTube URL and asks to summarize, explain, or analyze a video's content. Triggers on patterns like "this video summarize", "summarize this YouTube", "what does this video say", or any request involving a youtube.com or youtu.be URL combined with summarization/analysis intent. Supports both Japanese and English videos.
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turntuptechnologies-ai Skill Market Researchある製品・サービス・業界の市場を調べてまとめるとき。「市場調査して」「競合を調べて」「この分野の市場規模・トレンドを知りたい」等で使う。市場規模・主要プレイヤー・競合比較・トレンド・価格・リスクを出典付きで構造化レポートにまとめる。
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turntuptechnologies-ai Skill Literature Review特定テーマの学術論文・先行研究を調べてまとめるとき。「論文調査して」「先行研究を整理」「この分野の文献レビュー」等で使う。複数の学術ソースから論文を検索・選別し、各論文の貢献・手法・結果を抽出して引用付きでレビューに合成し、研究ギャップを示す。
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vesely Bundle TldrOpen with a short ✅/⚪ checklist of the milestones the thread actually hit, compress the whole thread — the problem or feature being worked on and how it was solved — into a single TL;DR line, then propose up to three terse next-step labels (≤8 words each, slash commands welcome) the user can take. Use whenever the user types `/tldr`, `/recap`, says "tldr", "tl;dr", "summarize and suggest next steps", "recap that", "what should I do next", "give me the gist", or otherwise asks for a quick summary of what's been going on plus suggestions for what to do next. Trigger even when the user phrases it casually ("ok so what now?", "give me the short version + next steps") — this skill exists exactly for those moments where a long thread needs distilling and a clear handoff to action. Use the "dyslexia-friendly visual preview" variant section on `/tldr visual` or `/tldr dyslexia`, or when the user asks for a dyslexia-friendly, visual, or cmux recap.
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vesely Bundle Medium ResearchTwo-phase research workflow for Medium articles. Phase 1 discovers candidates via RSS tag feeds plus DuckDuckGo content search; Phase 2 spawns one subagent per selected article to fetch full content through the Freedium mirror (paywall bypass) and return a structured digest. Use whenever the user wants to research a topic on Medium, surface trending or recent articles, pull full text from member-only Medium posts, or build a reading list. Triggers include "/medium-research <topic>", "research medium <topic>", "medium research", "find medium articles about X", "what's trending on medium about X". The user has paid Medium membership and treats Freedium use as acceptable for personal research. Do not invoke for non-Medium research (use /last30days for cross-platform).
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poorvith-mp Bundle Investment ResearchRun market analysis, due diligence, valuation and portfolio review across asset classes. Use when evaluating public equities, earnings calls, or 10-K filings.
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 conclude-rounds, desktop-package, module-findings. 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.