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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oimiragieo Bundle Planning With FilesManus-style file-based planning for complex tasks. Use task_plan.md, findings.md, and progress.md to maintain persistent context. Use for multi-step tasks, research, or work spanning many tool calls.
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gptomics Bundle Bio Batch ProcessingProcess many sequence files in batch (count, merge, split, convert, summarize) with memory-safe streaming and on-disk indexing using Biopython, pysam, or pyfastx. Use when iterating over a directory of FASTA/FASTQ files, merging or splitting datasets, building random access across many or huge files, or automating per-file operations without exhausting RAM.
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sboghossian-mini-claude-for-legal Skill Persona AssociateUse when the user identifies as or is identified as a mid-level associate (2–7 years PQE) engaged in drafting, review, or research work. Activates an output style that is detail-rich, rationale-forward, and learning-oriented — providing full clause text, numbered redlines with reasoning, and teaching asides that explain unusual choices. Reduces billable-hour drudgery while scaffolding professional development. Multi-jurisdiction.
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sboghossian-mini-claude-for-legal Skill Connector NotionUse when a legal-AI workflow needs to read Notion pages or write to Notion databases — for example, importing a knowledge base from Notion into the platform, exporting a generated document or research memo to a Notion page, or syncing matter notes to a team workspace in Notion. Requires Notion OAuth per-workspace authorization. Triggers on requests to read from or write to Notion, or when a knowledge-base import/export workflow is initiated.
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sboghossian-mini-claude-for-legal Skill Tool Courtlistener UsUse when researching US federal and state case law, searching court opinions, or accessing the PACER-alternative CourtListener database for free public access to US court decisions. Relevant for US-law matters and comparative-law research referencing US precedent alongside MENA or EU law. CourtListener is operated by the Free Law Project and provides a public API at no cost.
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sboghossian-mini-claude-for-legal Skill Connector Eur LexUse when a lawyer or compliance professional needs to retrieve, read, or cite official EU legal texts — regulations, directives, decisions, case law of the Court of Justice, and consolidated legislation — from EUR-Lex, the EU's official legal database. No authentication required. Triggers on any request involving EU law research, GDPR text, EU directive transposition, CELEX number lookups, or EU case law retrieval. Relevant globally for MENA companies doing business with EU counterparties or processing EU personal data.
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gptomics Bundle Bio Crispr Screens Jacks AnalysisRuns JACKS (Joint Analysis of CRISPR/Cas9 Knockout Screens; Allen et al 2019 Genome Research) which models per-sgRNA log-fold-change as the product of a treatment-dependent gene-essentiality term and a treatment-independent guide-efficacy term. Covers the Bayesian decomposition math, the hierarchical efficacy prior shared across screens performed with the same library, when JACKS outperforms MAGeCK (multi-screen joint analysis, libraries with broad efficacy variance) and when it does not (single screen, novel libraries with no prior efficacy), library-reuse efficacy transfer, downstream essentiality interpretation, and the 2.5x sample-size reduction enabled by efficacy-aware testing. Use when running multiple screens with the same library, when guide-level noise is suspected to dominate per-gene signal, when reusing published essentiality reference screens for efficacy priors, or when comparing screens performed across cell lines that share library but differ biologically.
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roadsidedev Bundle Last30daysResearch a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool.
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sboghossian-mini-claude-for-legal Skill Tool Companies House UkUse when performing KYC/UBO research, pre-transaction due diligence, or credit checks on UK-registered companies and their officers. UK Companies House is the world's most comprehensive free corporate registry — covering full filing history, director and PSC registers, charges, and insolvency filings. Particularly useful in MENA deals where UK holding structures, UK subsidiaries, or UK-based officers are common.
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sboghossian-mini-claude-for-legal Skill Connector Sec EdgarUse when a lawyer, compliance professional, or due-diligence analyst needs to retrieve US public-company filings from the SEC's EDGAR database — including 10-K annual reports, 10-Q quarterly filings, 8-K current reports, S-1 registration statements, proxy statements, and beneficial ownership disclosures. Free public API; no authentication required. Triggers on requests involving US-listed company research, M&A due diligence on a US public entity, SEC disclosure review, or capital markets regulatory analysis.
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roadsidedev Bundle NotebooklmUse this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth. Drastically reduced hallucinations through document-only responses.
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intent-solutions-io Skill Nixtla Research AssistantResearch and summarize Nixtla ecosystem updates and time-series forecasting content from the web and GitHub. Use when gathering release notes, recent changes, or best-practice references. Trigger with "Nixtla updates", "what's new with TimeGPT", or "find time-series papers".
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sboghossian-mini-claude-for-legal Skill Connector LegifranceUse when a lawyer or compliance professional needs to retrieve official French legal texts — statutes, codes, decrees, ordonnances, circulars, and Conseil d'État or Cour de cassation decisions — from Légifrance, the French government's official legal publication portal. No authentication required. Triggers on requests involving French law research, Code civil provisions, French regulatory compliance, or Franco-Lebanese legal analysis where the Lebanese code derives from French law.
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sboghossian-mini-claude-for-legal Skill Router Intent DetectionUse as the primary intent classifier for every incoming user message. Classifies each message into exactly one primary intent and zero or more secondary intents from a defined label set — drafting, review, research, summarize, translate, compare, calculate, advice, admin, chitchat. Outputs a JSON object with primary intent, secondary intents, and confidence score. Routes low-confidence messages to the clarifying-questions skill rather than guessing.
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sboghossian-mini-claude-for-legal Skill Eval Rubric Legal SoundnessUse when scoring AI legal output on whether it correctly states the law and applies it correctly to the facts presented. A 0–5 rubric covering rule statement accuracy, application reasoning, citation reliability, jurisdiction fit, and currency of the law. The primary quality rubric and a deployment blocking gate if it drops significantly.
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sboghossian-mini-claude-for-legal Skill Eval Rubric Citation QualityUse when scoring AI legal output on citation quality — whether sources are real, accurately quoted, properly pin-cited, and correctly formatted. A 0–5 rubric where any fabricated citation scores 0 regardless of other quality. The primary early-warning system for the most dangerous failure mode in legal AI.
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sboghossian-mini-claude-for-legal Skill Research Case Law SearchUse when a lawyer or researcher needs to find relevant court decisions or arbitral awards on a specific legal issue in a specific jurisdiction. Covers primary MENA courts (Lebanese Cassation, KSA General/Commercial/Labor courts, UAE onshore, DIFC Courts, ADGM Courts) as well as UK, EU, France, and US sources. Triggers on queries about precedent, case outcome, how courts have interpreted a rule, or whether a position is "good law." Never fabricates citations; says so if no verified case is found.
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sboghossian-mini-claude-for-legal Skill Tool Thomson Reuters WestlawUse when a user needs premium legal research across US, UK, Australian, or Canadian jurisdictions — including case law with KeyCite citator verification, annotated statutes, Practical Law forms and checklists, and secondary sources. Also the preferred tool for DIFC/ADGM common-law research and BVI/Cayman holding-structure analysis. Requires client Westlaw credentials. Pair with LexisNexis for MENA-specific and French law research.
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sboghossian-mini-claude-for-legal Skill Tool Web Search OrchestratorUse when legal research requires freshness that pre-indexed corpora cannot provide — recent statutory amendments, new regulator circulars, court decisions from the last 6 months, or breaking regulatory announcements. Batches multiple sub-queries into a single orchestrated call, prioritizes official government and regulator sources, and enforces the source allowlist to prevent hallucination from low-quality results. Never invoked for generic legal concepts or boilerplate generation.
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sboghossian-mini-claude-for-legal Skill Research Precedent FinderUse when a lawyer or researcher needs the top most-cited or most-relevant cases on a specific legal issue in a specific jurisdiction, including citator status (still good law, overruled, or distinguished), treatment by later courts, and authority level. Covers common-law and civil-law courts; MENA-first (DIFC, ADGM, UAE onshore, KSA, Lebanon). Never fabricates case names — returns "no verified precedent found" rather than inventing citations. Heavier and more selective than case-law-search; focuses on depth over breadth.
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sboghossian-mini-claude-for-legal Skill Efirm Knowledge Base CurationUse when a law firm needs to build, maintain, or govern its internal knowledge base — the structured repository of precedents, standard clauses, legal opinions, regulatory guidance notes, and firm policies that lawyers draw on for client work. Covers content types, tagging schema, curation workflow, quality control, access tiers, and the connection between the KB and AI-assisted drafting skills. Part of the eFirm firm-management product suite.
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sboghossian-mini-claude-for-legal Skill Output Citation Format OscolaUse when formatting legal citations for a UK-trained audience, or for common-law jurisdictions that follow UK legal culture — including DIFC and ADGM. OSCOLA (Oxford Standard for the Citation of Legal Authorities) uses footnotes rather than in-text parenthetical citations, and differs structurally from Bluebook in case name formatting, year-in-brackets convention, and statutory citation style.
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freedomintelligence Bundle Ukb NavigatorSemantic search across UK Biobank's 12,000+ data fields and publications — find the right variables for your research question.
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freedomintelligence Skill Claw Semantic SimSemantic Similarity Index for disease research literature using PubMedBERT embeddings
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sboghossian-mini-claude-for-legal Skill Connector Legal Data HunterUse when a legal research query requires primary legal sources from MENA jurisdictions — Lebanon, UAE (onshore and free zones), KSA, Egypt, Jordan, and related Gulf states — that are not available in Westlaw, EUR-Lex, or other mainstream legal databases. The Legal Data Hunter is HAQQ's in-house scraping and structuring service for MENA legal materials. Triggers on requests for Lebanese law, UAE ministerial decrees, KSA SAMA regulations, Egyptian Official Gazette entries, or MENA court judgments not available in commercial databases.
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sboghossian-mini-claude-for-legal Skill Efirm Precedent Finder InternalUse when a lawyer needs to locate an internal firm precedent — a previously used and approved document or clause — to use as the starting point for a new draft. The skill searches the firm's knowledge base by document type, jurisdiction, governing law, practice area, and keyword, returning ranked matches with recency, approval status, and a brief description of how each precedent differs. Part of the eFirm firm-management product suite.
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sboghossian-mini-claude-for-legal Skill Openclaw Eval Harness SharedUse when evaluating the quality, accuracy, or safety of a legal AI skill against a standardized benchmark. The shared eval harness provides community-maintained datasets (NDA, employment, real estate, research), rubrics for legal soundness and hallucination detection, multi-judge scoring to reduce bias, and a public leaderboard for comparing skill quality across providers and versions.
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sboghossian-mini-claude-for-legal Skill Tool Web Search Source AllowlistUse when configuring or consulting the per-tenant list of trusted web sources that the web search orchestrator is permitted to query or cite. Defines which domains are considered authoritative for which jurisdiction and source type. Reduces hallucination and citation of unreliable sources by restricting web search results to pre-approved government, regulator, court, and publisher domains. Configurable at tenant level to add firm-specific trusted sources.
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sboghossian-mini-claude-for-legal Skill Output Citation Format BluebookUse when formatting legal citations for a US-trained audience using the Bluebook system (Harvard citation style). Covers case citations, statutes, regulations, Restatements, law review articles, and books — including short-form and id. conventions. Apply only when the reader is US-trained; for UK/DIFC audiences use OSCOLA, and for MENA civil-law jurisdictions use the civil-law or MENA citation formats.
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sboghossian-mini-claude-for-legal Skill Output Source Attribution BlockUse when Claude must append a formal sources section to a legal memo, research note, or advice letter. Ensures all legal propositions are traceable to verified primary and secondary authorities. Triggers on any formal legal output that contains citations, and at the end of IRAC analyses, partner memos, and multi-jurisdiction research tasks.
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sboghossian-mini-claude-for-legal Skill Output Citation Mena ConventionsUse when citing primary legal sources from MENA jurisdictions — UAE federal decrees, KSA Royal Decrees, Lebanese laws, Egyptian laws, and instruments from the DIFC, ADGM, and QFC — in a jurisdiction-appropriate format. Provides the canonical citation template for each jurisdiction, covering both onshore civil-law and offshore common-law frameworks across the Gulf and Levant.
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autohandai-community-skills Bundle Nvidia Megatron Core Respond To IssueResearch and draft a response to a GitHub issue or question from an external contributor.
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sboghossian-mini-claude-for-legal Skill Eval Rubric Hallucination DetectionUse when performing binary detection of hallucinated content in AI legal outputs. Classifies outputs as clean, hallucinated, or uncertain, with a structured verification methodology for citations and factual assertions. Target rate below 1% on factual outputs; any fabricated citation is automatic fail.
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sboghossian-mini-claude-for-legal Skill Wiki AI LabsUse when a user asks about the major AI research organizations — Anthropic, OpenAI, Google DeepMind, Meta AI, xAI, Mistral, or Cohere — their current models, research focus, safety posture, geographic presence, and relevance to legal AI deployment. This knowledge pack helps legal professionals and procurement teams understand who builds the models underlying the tools they evaluate.
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sboghossian-mini-claude-for-legal Skill Wiki ResearchUse when a user asks about legal research methodology, how to structure a research workflow, source-triangulation techniques, hypothesis-driven legal analysis, or how to find and verify primary and secondary legal authorities across MENA and international jurisdictions. Provides a comprehensive reference on research process design for legal professionals and AI-assisted legal tools.
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sboghossian-mini-claude-for-legal Skill Tool Harvey Knowledge Source BridgeUse when a user's firm already uses Harvey AI for some workflows and needs seamless interoperability — specifically to import Harvey-exported clause libraries, research summaries, or term sheets into the current session, or to hand off a drafting task to Harvey when Big Law US/UK firm styling is explicitly requested. Triggers on competitor-bridge intent or when the user mentions Harvey in the same sentence as a drafting or research task.
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 bio-batch-processing, bio-crispr-screens-jacks-analysis, nixtla-research-assistant. 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.