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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casemark Skill Franchise Agreement SummarySummarizes US franchise agreements into a structured overview of parties, term, territory, fees, operations, IP, transfer, termination, covenants, dispute resolution, and risks. Triggers when the user asks to summarize a franchise agreement, franchise contract, or franchisor-franchisee terms, or to extract deal terms for review, diligence, or negotiation.
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casemark Skill Heritage Protection SummaryGenerates structured legal briefings on cultural heritage protection developments. Synthesizes judicial decisions, legislation, treaty updates, and regulatory changes across repatriation, trafficking, armed conflict, underwater heritage, intangible cultural heritage, and indigenous rights. Trigger when producing periodic briefings, policy digests, or thematic research for governments, NGOs, cultural institutions, or international organizations working in cultural property law.
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casemark Skill Traffic Enforcement SummaryGenerates structured summaries of traffic law enforcement data covering DUI metrics, violation trends, enforcement outcomes, and resource allocation. Use when analyzing citation records, arrest statistics, violation reports, or preparing public safety strategic planning documents for law enforcement leadership.
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casemark Bundle Summarizing Earnings CallsTransforms earnings call transcripts into structured summaries with financial guidance, KPI changes, management sentiment, and analyst Q&A highlights. Use when processing quarterly earnings calls, preparing investment research, or tracking company performance narratives.
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casemark Skill Decision Record VerificationCross-references a judge's decision, court opinion, or final order against one or more hearing/trial/deposition transcripts to verify whether the record supports each finding. Produces strict dual-citation blocks with document names, page/line references, and verbatim quotes from both sources. Use when preparing appellate review, post-trial motions, record discrepancy audits, or transcript-based fact checks of judicial findings.
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casemark Skill Deposition Summary Page LineGenerates page-line deposition summaries from U.S. litigation transcripts with citation-anchored flagging for admissions, inconsistencies, objections, and exhibits. Trigger when summarizing depositions, preparing cross-examination outlines, identifying impeachment material, or building evidentiary records.
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casemark Skill Managing Clinical Trial BudgetsStructures trial budget development with per-patient costs, site fees, and sponsor negotiations. Use when budgeting clinical trials, negotiating site contracts, or tracking research expenditures.
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casemark Skill Writing Equity Research NotesCreates structured equity research notes with thesis, valuation, risks, and rating justification. Use when initiating coverage, updating research opinions, or writing investment notes.
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casemark Skill Writing Grant Applications ResearchStructures NIH/foundation grant applications with specific aims, significance, and innovation sections. Use when writing research grants, preparing NIH applications, or structuring grant proposals.
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casemark Skill Managing Adverse Event Reporting ResearchDocuments research adverse events with causality assessment and regulatory reporting timelines. Use when reporting research AEs, assessing causality, or managing safety reporting.
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vimalinx Bundle VcftoolsUse when working with Variant Call Format (VCF) files and need to filter, summarize, or manipulate variant data.
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vimalinx Bundle Nhance ShUse when trying the `nhance.sh` shortcut wrapper around `nquire` for pathway, gene-to-pathway, LitVar, or citation-match lookups against NCBI-related endpoints.
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vimalinx Bundle Archive NihoccUse when maintaining a local NIH Open Citation Collection archive for offline citation-link lookups in EDirect workflows.
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vimalinx Bundle Archive PubmedUse when maintaining a local PubMed XML archive for offline literature search, indexing, or bulk processing.
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aibot88 Bundle ScrapingWeb scraping and reverse engineering knowledge base - Playwright, site analysis, asset extraction, SPA scraping. Use when scraping websites, reverse-engineering layouts, extracting assets, or analyzing competitor sites.
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aibot88 Bundle Content FilterFilter and classify AI research content for relevance. Use when processing raw content from Twitter, Substacks, blogs, or podcasts to determine if it's worth extracting claims from. Assigns relevance scores, topics, and author categories.
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aibot88 Bundle SensorkitAccess research-grade sensor data using SensorKit. Use when reading ambient light levels, accelerometer data, rotation rates, device usage patterns, keyboard metrics, or media events for approved research studies. Requires SensorKit entitlement and research study authorization.
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aibot88 Bundle Open NotebookSelf-hosted, open-source alternative to Google NotebookLM for AI-powered research and document analysis. Use when organizing research materials into notebooks, ingesting diverse content sources (PDFs, videos, audio, web pages, Office documents), generating AI-powered notes and summaries, creating multi-speaker podcasts from research, chatting with documents using context-aware AI, searching across materials with full-text and vector search, or running custom content transformations. Supports 16+ AI providers including OpenAI, Anthropic, Google, Ollama, Groq, and Mistral with complete data privacy through self-hosting.
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aibot88 Bundle AphorismsManages a curated aphorism collection with full CRUD — content-based matching, themed search, thinker research, and database maintenance. Organizes quotes by author, theme, context, and newsletter usage history to prevent repetition. Four workflows: FindAphorism (analyze newsletter content, match themes, return 3-5 ranked recommendations with rationale), AddAphorism (parse quote + author, extract themes, validate uniqueness, update theme index), ResearchThinker (deep research on philosopher, add sourced quotes to database), SearchAphorisms (search by theme, keyword, or author). Database at ~/.claude/skills/aphorisms/Database/aphorisms.md — stores full quote text, author attribution, theme tags, context/background, source reference, and usage history per entry. Theme index supports 12+ categories: Work Ethic, Resilience, Learning, Stoicism, Risk, Wisdom, Truth-seeking, Excellence, Curiosity, Freedom, Rationality, Clarity. Supported thinkers: Hitchens, Feynman, Deutsch, Sam Harris, Spinoza, plus any requested a
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aibot88 Bundle Biorxiv SearchSearch bioRxiv preprints through the official bioRxiv API and locally filter titles, abstracts, and authors for keyword queries. Use when you need recent biology preprints, bioRxiv-native metadata, date-range scans, DOI lookups, or author shortlists that may not yet appear in peer-reviewed literature indexes.
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aibot88 Bundle Blog DiscourseResearch what people are actually saying about a topic in the last 30 days across Reddit, X / Twitter, YouTube, Hacker News, dev.to, Medium, and other public discourse platforms. API-free; uses WebSearch with platform-targeted site operators plus recency filters. Produces DISCOURSE.md (a structured brief) and JSON output the writer can consume. Complements blog-researcher (which focuses on authority sources) with a recency-and-engagement lens. Use when user says "blog discourse", "discourse research", "what are people saying about", "research what people are saying", "voice of customer", "social listening", "30-day research", "trend research", "what's the discussion on", "real-time research", "practitioner discourse", "/blog discourse".
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aibot88 Bundle Citation GuardVerify citations against the research corpus to prevent hallucinated references and enforce GRADE compliance
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aibot88 Bundle Forum ResearchResearch and read content on forum.dfinity.org (Discourse). Use when the user asks to browse, search, summarize, or analyze Dfinity forum topics or users. Read-only access with authenticated browsing and JSON endpoints.
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aibot88 Bundle Jshook ReverseAI-powered JavaScript reverse engineering tool. 资深JavaScript逆向工程专家助手。Actions: collect, search, deobfuscate, understand, summarize, detect-crypto, browser, debugger, breakpoint, debug-step, debug-eval, debug-vars, script, hook, stealth, dom, page. Capabilities: 混淆代码分析、VM破解、Webpack解包、AST转换、Puppeteer/CDP自动化、反检测、指纹伪造、加密识别、参数提取、算法还原、Canvas/WebGL指纹、WebDriver隐藏、CDP调试、断点分析、动态追踪、Hook注入、DOM检查、页面控制。
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aibot88 Bundle Openalex LocalOffline, zero-API-key search over the full OpenAlex academic corpus — 284M+ works, abstracts, authors, DOIs in a local SQLite + FTS5 index. Public API — search (full-text), get / get_many (by OpenAlex ID or DOI), exists, count, info, enrich_ids (batch metadata upgrade), configure / get_mode (local vs remote), save (export to JSON/BibTeX/text), plus `jobs`, `aio` (async), and `cache` submodules. Drop-in replacement for `pyalex.Works().search(...)`, the OpenAlex HTTP API (`https://api.openalex.org/works?search=...`), `requests.get` on DOI resolvers, and `bibtexparser` fetch helpers — but works offline, has no rate limits, and returns in milliseconds instead of seconds. Use whenever the user asks to "search papers", "find literature on X", "look up a DOI", "get metadata for this paper", "enrich these OpenAlex IDs", "batch-resolve DOIs to BibTeX", "search by title/abstract/author", "export citations as .bib", or mentions OpenAlex, FTS5 search on papers, local academic database, or wants to avoid hitting the OpenA
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aibot88 Bundle Red Team Review(Industry standard: Review and Critique Pattern) Primary Use Case: Iterative generation paired with adversarial review, continuing until an 'Approved' verdict is reached. Orchestrated adversarial review loop. Use when: research, designs, architectures, or decisions need to be reviewed by red team agents (human, browser, or CLI). Iterates in rounds of research → bundle → review → feedback until approved.
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aibot88 Bundle Research GrantsWrite competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.
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aibot88 Bundle Browsing BlueskyBrowse Bluesky content via API and firehose - search posts, fetch user activity, sample trending topics, read feeds and lists, analyze and categorize accounts. Supports authenticated access for personalized feeds. Use for Bluesky research, user monitoring, trend analysis, feed reading, firehose sampling, account categorization.
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aibot88 Bundle Content ResearchResearch-first content creation optimized for both human readers and AI search engines (Claude, ChatGPT, Perplexity, Gemini). Creates authentic, authoritative content that becomes the go-to citation source for AI models answering user questions. Use this skill when: - Creating content that should appear in AI search results (Perplexity, ChatGPT, Claude) - Building topical authority to become THE source AI cites for a topic - Launching a new product and need compelling, citable content - Creating blog posts, articles, social media, or press releases - Need content that references real trends, people, and recent events - Want AI-assisted content that doesn't sound AI-generated - Creating thought leadership content in any industry Triggers: "create content for", "write about", "research and write", "find experts for", "content for launch", "blog post about", "article on", "press release for", "AI search", "show up in AI", "Perplexity", "be cited by AI"
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aibot88 Bundle Duckdb LakehouseALWAYS USE when building data lakehouse with DuckDB compute, configuring dbt-duckdb with Polaris plugin, or designing catalog-first architecture in floe-platform. Use IMMEDIATELY when reading/writing Iceberg tables via Polaris catalog, creating Dagster assets with DuckDB, or connecting to REST catalogs with inline credentials. Provides research steps for DuckDB + Dagster + Iceberg/Polaris integration patterns.
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aibot88 Bundle Experiment HooksAuthor pre/post-iteration hooks for an experiment session. Use when the user asks to add research fetching, Slack/webhook notifications, persistent learnings, auto-tagging, anti-thrash intervention, idea rotation, or any side effect around iterations.
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aibot88 Bundle Kill The StandupReads yesterday's Linear issues and GitHub commits for the authenticated user, formats a standup update (done / doing / blockers), and posts it to Slack. Use when asked to write a standup, generate a standup update, post to the standup channel, summarize yesterday's work, or automate the daily standup. Trigger when a user says "write my standup", "post standup", "generate standup update", "what did I do yesterday", or "kill the standup".
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aibot88 Bundle Meeting BriefingPrepare structured briefings for meetings with legal relevance and track resulting action items. Use when preparing for contract negotiations, board meetings, compliance reviews, or any meeting where legal context, background research, or action tracking is needed.
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aibot88 Bundle Persona ComposerCompose Dutch-context personas on-demand from external trait pools and pre-authored coupled archetype bundles. Returns 1-30 composed personas given optional constraints (domain + role catalog, count, diversity requirements, output format). All output in Dutch. Callable by other skills (ontdek-kansen, business-case-management, user-research) via the Skill tool when they need disposable, domain-relevant persona sets.
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aibot88 Bundle Enhancing AuthorsEnhance author profiles by filling missing fields. Use when asked to "enhance author", "complete author profile", "find author info", or "update author details". Fills bio, avatar, website, and social links via parallel web research.
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aibot88 Bundle Grounded ResearchEpistemic honesty protocol for code research. Forces uncertainty admission, cascading verification through authoritative sources (deepwiki, submodules, web), and approach validation before implementation.
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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 scraping, content-filter, sensorkit. 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.