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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zwright8 Bundle Openclaw 4061 Explainability Narrative DesignExplainability Narrative Design for design and user research. Use when work requires explainability narrative design for design and user research with guardrails, traceable execution, and measurable outcomes.
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zwright8 Bundle Openclaw 5061 Disaster Recovery OrchestrationDisaster Recovery Orchestration for design and user research. Use when work requires disaster recovery orchestration for design and user research with guardrails, traceable execution, and measurable outcomes.
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zwright8 Bundle Openclaw 7261 Continuous Improvement PlanningContinuous Improvement Planning for design and user research. Use when work requires continuous improvement planning for design and user research with guardrails, traceable execution, and measurable outcomes.
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zwright8 Bundle Openclaw 5861 Cost Benefit ForecastingCost-Benefit Forecasting for design and user research. Use when work requires cost-benefit forecasting for design and user research with guardrails, traceable execution, and measurable outcomes.
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zwright8 Bundle Openclaw 6461 Kpi Dashboard PublishingKPI Dashboard Publishing for design and user research. Use when work requires kpi dashboard publishing for design and user research with guardrails, traceable execution, and measurable outcomes.
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zwright8 Bundle Openclaw 5261 Privacy Preserving Data BrokeringPrivacy-Preserving Data Brokering for design and user research. Use when work requires privacy-preserving data brokering for design and user research with guardrails, traceable execution, and measurable outcomes.
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zwright8 Bundle Openclaw 7861 Attention Management ArchitectureAttention Management Architecture for design and user research. Use when work requires attention management architecture for design and user research with guardrails, traceable execution, and measurable outcomes.
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shiyanw Bundle Revision GuardUse this skill whenever the user asks to revise, edit, polish, rewrite, improve, refine, clean up, tighten, smooth out, or review any existing text — especially academic papers, dissertations, thesis chapters, literature reviews, grant proposals, or journal submissions. Also activate when the user asks "is this good enough?", "am I over-editing?", says "lock this paragraph", or is on their second or later revision of the same section. Do NOT activate when the user asks to write something from scratch.
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zwright8 Bundle Openclaw 2461 Failure Root Cause MiningFailure Root Cause Mining for design and user research. Use when work requires failure root cause mining for design and user research with guardrails, traceable execution, and measurable outcomes.
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vllm-project Bundle Guidellm Weekly SummarySummarize GuideLLM team activity from GitHub PRs and issues over the past week into a concise, externally shareable nested-list update. Use when the user asks for a weekly summary, team activity update, status digest, or changelog-style overview of vllm-project/guidellm.
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genomoncology Bundle BiomcpSearch and retrieve biomedical data - genes, variants, clinical trials, diagnostic tests, articles, drugs, diseases, pathways, proteins, adverse events, pharmacogenomics, and phenotype-disease matching. Use for gene function, variant pathogenicity, trials, diagnostics, drug safety, pathway context, disease workups, and literature evidence.
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genomoncology Skill Biomcp ResearchDo biomedical literature and variant research with the BioMCP CLI, and file what you learn about the tool itself as issues in the biomcp repo.
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yoelbassin Skill Survey SpectrumUse when the user wants to know what signals are present — characterize a capture or a simulated device's spectrum (PSD, signal detection, spectrogram) and summarize what's on the air.
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mrzhang123 Bundle Weekly ReviewWeekly review and next-week planning for Obsidian monthly planning files. Analyze the current or specified week, read the month-level focus/candidate pool, infer the local section style, summarize milestones and risks, and update one week-level review section inside the week block without nesting it under personal subheadings. Use when the user asks for “周复盘”“本周总结”“下周计划”“这周进度怎么样”“weekly review”“week summary” or similar week-level review/planning tasks.
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n24q02m-mnemo-mcp Skill Recall ContextUse at session start, before significant decisions, or when a new task references a known project to recall mnemo memories matching the current working directory, recently edited files, or topic keywords. Helps maintain continuity across sessions and avoid redoing past research.
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elnora-ai Skill Elnora ReviewThis skill should be used when the user asks to "review the knowledge base", "list review items", "KB review queue", "approve a review item", "reject a review item", "auto-tidy proposals", "pending KB changes", or any task involving the Elnora Platform Knowledge Base review queue.
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elnora-ai Skill Elnora FoldersThis skill should be used when the user asks to "browse the knowledge base", "list KB folders", "show my folders", "open a folder", "create folder", "list folders", "rename folder", "move folder", "delete folder", "share a folder", "unshare a folder", "folder permissions", "who can access a folder", "organize files into folders", or any task involving Elnora Platform folder management.
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altrr2 Skill Yandex Keyword ResearchResearch keywords for Russian/CIS markets using Yandex Wordstat data. Analyzes search volumes, trends over time, and regional distribution. Use when user asks about keyword research, search volumes, trending topics, or what people are searching for in Russia/CIS.
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chouchiu Skill Darwin SkillDarwin Skill 2.0 (达尔文.skill 2.0): autonomous skill optimizer, v2.0 integrates Microsoft Research SkillLens (arXiv 2605.23899) 9-dim rubric + SkillOpt (arXiv 2605.23904) validation-gated design + human-in-the-loop checkpoints. Evaluates SKILL.md files using a 9-dimension rubric (structure + effectiveness + meta-skill blacklists), runs hill-climbing with git version control, spawns independent judge agents for blind evaluation, validates improvements through test prompts with auto-break on diminishing returns, and generates visual result cards. Use when user mentions "优化skill", "skill评分", "自动优化", "auto optimize", "skill质量检查", "达尔文", "darwin", "帮我改改skill", "skill怎么样", "提升skill质量", "skill review", "skill打分".
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mgonto Skill Meeting PrepPrepare briefings for today's meetings — attendee research, email history, past meeting notes, LinkedIn, and company context. Use when running the daily meeting prep cron, or when user asks to prepare for meetings, review who they're meeting with, or get context on upcoming calls.
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gainforest Bundle Coderabbit Review ResolverFetch open CodeRabbit AI review comments from a GitHub PR, verify which comments are actual current issues, and summarize only confirmed issues.
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nicobailon Skill Deep X ResearchDeep, exhaustive research on a topic across X (Twitter) by driving Grok (x.com/i/grok) through surf. Use when the user wants comprehensive X research on a concept, technique, trend, tool, or creator scene; needs categorized findings with every claim traceable to post URLs; or when a single Grok query is not enough.
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cloudflare Bundle Workspace DigestSummarize the files saved in this assistant's shared workspace. Use when the user asks what is in their workspace, for a file inventory, or a digest of saved work.
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ardabotai Skill SummarizeAI-powered summary of your agentbook activity
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takodata Skill Tako Web TrafficUse when the user asks how much traffic a website gets, compares sites' visits, wants a top-sites ranking, asks which sites compete with a brand for attention, or asks about an app's monthly active users — including when they name the brand rather than the domain ("how much traffic does Netflix get"). Returns SimilarWeb figures as structured, citation-backed data from Tako, each with a chart. Not for company financials such as subscribers or revenue.
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takodata Skill Tako MacroeconomicsUse when the user asks what a country's economic indicator is or was (inflation, CPI, PCE, unemployment, GDP, interest rates, population), compares countries on one, asks which indicators exist for a country or which countries belong to a bloc, or wants a macro chart or briefing. Returns the figures as structured, citation-backed data from Tako (FRED, BLS, OECD, BIS, IMF, World Bank, Census and Polymarket), each with a chart. Country-level indicators only, not company financials or website traffic.
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takodata Skill Tako Financial ResearchUse when the user asks what a company's financial metric is or was (revenue, margins, EPS, cash flow, valuation, stock price, analyst estimates), compares companies on a metric, asks who a company competes with or what data exists on it, or wants a financial chart — including private companies and crypto spot prices. Returns the figures as structured, citation-backed data from Tako (S&P Global, Fiscal.ai, Visible Alpha, Xignite and others), each with a chart. Company-level data only, not country indicators or website traffic.
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tfcbot Bundle Rawugc APICall the RawUGC API to generate AI videos/images/music, manage content (personas, products, styles, characters), schedule social media posts, research TikTok content, and analyze viral videos. Use when the user wants to interact with any RawUGC API endpoint.
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demo112 Skill B2b Cold Email Sequence BuilderWrite high-converting B2B cold email sequences that get replies. Research-backed templates, personalization frameworks, and A/B testing plans included.
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onvoyage-ai Skill Geo RunRun a full GEO analysis — guides you through setup, brand research, query generation, execution, analysis, and reporting
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expo Skill Expo ReviewRun Expo's configured AI code reviewer on local changes or an expo/expo pull request, summarize findings and reviewer coverage, retain PR previews by default for later posting, and post only when explicitly requested. Use when the user invokes /expo-review or asks Claude Code to run the repository's Expo code-review CLI.
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phy041 Bundle Subreddit Deep Research深挖一组 subreddit 的"社区研究"技能。给一个品牌或项目,先摸清相关(自家品牌+竞品)的 subreddit:爬规则原文、爬高赞帖逐帖学、找共性、产出"能不能提品牌/能不能发链接/要不要披露"的逐社区政策矩阵。用于任何新品牌/新项目上 Reddit 前的社区尽调。触发词:"研究 subreddit""摸清社区规则""Reddit 社区尽调""subreddit deep research""某品牌相关的 sub"。
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yu-iskw-coding-agent-skills Bundle Antigravity CLIExecutes coding, review, research, and automation tasks using Google Antigravity CLI (`agy`). Uses Antigravity's native fine-grained allow/ask/deny permissions instead of Gemini CLI approval modes.
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feed-mob-agent-skills Bundle AI News DailyAutomatically fetch and summarize the latest AI news, research, and industry developments. Use when users request: (1) Daily AI news updates, (2) Latest AI technology developments, (3) Recent AI research papers or breakthroughs, (4) AI industry trends and market news, (5) Specific AI company announcements, or (6) Automated daily AI briefings. Supports customizable search queries, multi-source aggregation, and formatted output in various styles.
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feed-mob-agent-skills Bundle Coin News OpenclawCollect and summarize cryptocurrency and coin market news with OpenClaw-friendly workflows. Use when users request coin news, crypto news, token-specific news, daily market briefings, or a replacement for Dify-based news aggregation. Supports configurable sources, keyword scoring, source weighting, deduplication, and structured JSON output for downstream tuning.
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deejay-hub Skill LearnEducate on Salesforce architecture topics with structured, citation-grounded responses. Use when the user wants to understand a concept, pattern, feature, or best practice.
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 openclaw-2461-failure-root-cause-mining, meeting-prep, expo-review. 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.