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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tinyhumansai Skill Account ResearchProfile a target account and its buying committee into a briefing that sharpens the approach.
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tinyhumansai Skill Web ResearchAnswer a question from multiple independent sources and return a cited, verified summary.
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tinyhumansai Skill Legal ResearchAnswer a legal question with authority behind it, and record the answer where it will be found again.
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tinyhumansai Skill Kb ArticleTurn a resolved issue into a knowledge base article that deflects the next ticket.
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jamie-bitflight Skill Find Cause 2Wrap investigation requests with evidence-chain discipline. Use when the user asks to find out why something happens, look into something, research a root cause, debug an issue, or investigate unexpected behavior. Transforms vague investigation requests into reproducible-proof investigations. Invoke with /dh:find-cause <description of what to investigate>.
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ai-analyst-lab Skill BusinessBrowse, search, and explore your organization's business context system — glossary terms, product catalog, metric definitions, OKRs/objectives, and team structure. This skill provides interactive access to all business knowledge stored in `.knowledge/organizations/`. Use this skill whenever the user wants to understand business terminology, look up metric definitions, explore what products exist, review company objectives, understand team structure, search for business terms, or generally wants to know "what business context do we have?" Trigger on phrases like "/business", "show me our glossary", "what metrics are defined?", "what products do we have?", "show me our OKRs", "who's on which team?", "look up [business term]", "search for [term] in our business knowledge", "what's the definition of [term]?", "show me our business context", "browse our company knowledge", "what teams do we have?", "find [term] in the knowledge base", or any request to view or search organizational knowledge. This skill is especia
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panaversity Bundle Add SourcesTurn what the owner has into governed knowledge in knowledge/ — a document, a page, pasted text, notes, or something nobody ever wrote down that they tell you. Use when the owner shares material to add, says "add this to the knowledge base", asks how to get existing content in, or wants to write down what they know from memory with no source to hand. Not for editing the site.
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stanfish06 Bundle QutipQuantum physics simulation library for open quantum systems. Use when studying master equations, Lindblad dynamics, decoherence, quantum optics, or cavity QED. Best for physics research, open system dynamics, and educational simulations. NOT for circuit-based quantum computing—use qiskit, cirq, or pennylane for quantum algorithms and hardware execution.
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stanfish06 Bundle Windows AdUse for authorized Active Directory and Windows identity attacks including Kerberos, AD CS, BloodHound paths, NTLM relay, and domain privilege escalation research.
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stanfish06 Bundle NeurologistExpert-thinking profile for Neurologist (clinical / research): Reasons from anatomic localization, time course, and phenomenology through NIHSS/ASPECTS stroke triage, ILAE 2025 seizure classification, McDonald 2017 and AQP4/MOG cell-based assays, EEG and EMG/NCS, and SNOOP4 red flags, while treating CT-negative early ischemia, ~50%-sensitive routine EEG, MS-versus-NMOSD/MOGAD...
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stanfish06 Bundle PathologistExpert-thinking profile for Pathologist (clinical / research): Reasons from H&E morphology, pretest-probability differentials, and pre-analytic integrity through CAP synoptic protocols, staged IHC and FISH panels, WHO/AJCC grading and staging, and Bethesda/Paris/Milan cytology systems while treating crush artifact, fixation/decalcification failure, single-frozen-section overcall...
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stanfish06 Bundle DermatologistExpert-thinking profile for Dermatologist (clinical / research): Clinical-research dermatologist: layered skin anatomy, inflammatory dermatoses and trial endpoints, dermoscopy vs clinical ABCDE, biopsy/pathology, patch testing, telederm, AAD guidelines, and topical steroid potency.
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stanfish06 Bundle GerontologistExpert-thinking profile for Gerontologist (clinical / research): Reasons from senescence hallmarks, frailty, multi-morbidity, and life-course exposures through validated instruments (Fried phenotype, Rockwood CFS, SPPB/gait speed), epigenetic clocks (Horvath, PhenoAge, GrimAge), competing-risk survival (Fine-Gray), and NIA cohorts (HRS, NHATS, ITP) while treating survivor bias...
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stanfish06 Bundle GenomicistExpert-thinking profile for Genomicist (clinical / research): Reasons from reference- relative coordinates, haplotypes, variant classes, and sequencing-as-measurement through GATK/DeepVariant, VEP/ClinVar/gnomAD, GIAB/hap.py benchmarking, and ACMG/AMP- ClinGen frameworks while treating build mismatches, paralog/pseudogene and GC dropout artifacts, contamination and index hopping...
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stanfish06 Bundle CardiologistExpert-thinking profile for Cardiologist (clinical / research): Reasons from oxygen supply-demand mismatch, forward flow, filling pressures, and pre-test probability through 12-lead ECG, TTE/TEE with ASE grading, cath hemodynamics, CMR, and ACC/AHA/ESC guidelines with risk scores like HEART, GRACE, and CHA2DS2-VASc, while treating context-free troponin elevation, low-flow...
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stanfish06 Bundle HematologistExpert-thinking profile for Hematologist (clinical / research): Reasons from hematopoietic hierarchy, clonal evolution, and hemostatic balance through peripheral smear review, reticulocyte production index, flow cytometry, mixing studies, and WHO/ICC-anchored NGS and cytogenetics, while treating pseudothrombocytopenia, preanalytic line-draw and EDTA artifacts, and missed...
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stanfish06 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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stanfish06 Bundle PrimatologistExpert-thinking profile for Primatologist (field / observational ethology / conservation / comparative & captive research): Reasons from Tinbergen questions, habituation trade-offs, and phylogenetic comparative trees (TimeTree, Craig 2024) through focal/scan ethograms (BORIS, κ), Raven/Praat vocal repertoires, IUCN SSC great-ape surveys (A.P.E.S.), and CITES/IACUC/IPS health protocols while treating pseudoreplication, anthroponotic...
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stanfish06 Bundle HepatologistExpert-thinking profile for Hepatologist (clinical / research): Reasons from hepatic injury pattern (R-value), synthetic function, and portal hypertension through Child- Pugh/MELD 3.0, FIB-4 and elastography, LI-RADS/BCLC staging, SAAG paracentesis, and Baveno VII criteria while treating DILI misattribution, elastography false positives in cholestasis, hypersplenic...
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stanfish06 Bundle Parallel WebSearch the web, extract URL content, enrich datasets, and run deep research using parallel-cli, prioritizing academic and scientific sources. Use for ANY web-related task: looking things up, fetching pages or academic PDFs, bulk data enrichment, and exhaustive multi-source research reports — even when the user doesn't mention 'parallel' or 'web' explicitly.
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stanfish06 Skill Pubmed SearchSearch PubMed for scientific literature. Use when the user asks to find papers, search literature, look up research, find publications, or asks about recent studies. Triggers on "pubmed", "papers", "literature", "publications", "research on", "studies about".
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stanfish06 Bundle Dairy ScientistExpert-thinking profile for Dairy Scientist (clinical / research): Reasons from the lactation curve, dry matter intake, and rumen health through NASEM Dairy 2021/CNCPS ration formulation, Penn State particle separation, DHIA records, and pen-level mixed models while treating subacute ruminal acidosis, milk fat depression, transition-cow hypocalcemia, and unadjusted DIM/parity...
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stanfish06 Bundle EndocrinologistExpert-thinking profile for Endocrinologist (clinical / research): Start with the axis, not the number. Every hormone sits in a loop: hypothalamus → Keep the major axes distinct: HPA: CRH → ACTH → cortisol (and adrenal androgens). HPT: TRH → TSH → T4/T3; peripheral deiodinases and T3 receptor signaling.
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stanfish06 Bundle CytogeneticistExpert-thinking profile for Cytogeneticist (clinical / research): Reasons from chromosome architecture, copy-number state, banding resolution, and cell-line/clonal context through karyotype, FISH, chromosomal microarray, optical genome mapping, ISCN, and ACMG/ClinGen dosage standards while treating confined placental mosaicism, maternal cell contamination, pseudomosaicism, and...
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stanfish06 Bundle EpidemiologistExpert-thinking profile for Epidemiologist (clinical / research): Reasons from person- time, transmission dynamics, and population case definitions through epidemic curves, DAGs, renewal and SEIR models (EpiEstim, deSolve), SaTScan clustering, and STROBE/ORION/GRADE standards while treating confounding, collider stratification from test-positive conditioning, reporting-delay and...
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stanfish06 Bundle Nuclear ChemistExpert-thinking profile for Nuclear Chemist (clinical / research): Reasons from decay- corrected activity ledgers, decay modes and cross sections, and ALARA dose control through Bateman/ORIGEN modeling, extraction-chromatography separations (TRU/Sr/TEVA resins), and HPGe/alpha/LSC spectroscopy while treating daughter ingrowth, generator breakthrough, spectral pile-up and sum peaks...
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stanfish06 Bundle Research GrantsWrite competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.
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stanfish06 Bundle Research LookupLook up current research information using parallel-cli search (primary, fast web search) or the Parallel Chat API (deep research). Automatically routes queries to the best backend. Use for finding papers, gathering research data, and verifying scientific information.
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stanfish06 Bundle Oral BiologistExpert-thinking profile for Oral Biologist (clinical / research): Reasons from biofilm dysbiosis, demineralization-remineralization balance, and host-mineral-microbe partitioning through pH-cycling and ligature models, 16S/shotgun metagenomics (DADA2/QIIME2, HOMD), micro-CT, and ICDAS/AAP-EFP staging, while treating saliva- ignored caries models, low-biomass contamination...
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stanfish06 Bundle Sleep ScientistExpert-thinking profile for Sleep Scientist (clinical / polysomnography / circadian & sleep physiology research): Reasons from Borbély Process S/C homeostatic–circadian integration, AASM v3 PSG scoring (1A/1B hypopnea rules), DLMO/forced desynchrony phase assays, MSLT/ICSD-3 hypersomnolence criteria, Cole-Kripke/Sadeh actigraphy, NSRR/SHHS cohorts, and CBT-I/CPAP trial design while treating first-night effect, actigraphy wake...
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stanfish06 Bundle Dentist ScientistExpert-thinking profile for Dentist-Scientist (clinical / research): Reasons from oral biofilm-host ecology, tissue healing capacity, and patient-level clinical endpoints (DMFS, PD/CAL, implant survival) through PICO/PROSPERO protocols, CAMBRA and 2017 AAP/EFP staging, ISO 4049/14801 bench tests with thermocycling, and GRADE-rated reviews while treating in-vitro-to-chairside leaps...
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stanfish06 Bundle Venue TemplatesAccess comprehensive LaTeX templates, formatting requirements, and submission guidelines for major scientific publication venues (Nature, Science, PLOS, IEEE, ACM), academic conferences (NeurIPS, ICML, CVPR, CHI), research posters, and grant proposals (NSF, NIH, DOE, DARPA). Use when preparing manuscripts for journal submission, conference papers, research posters, or grant proposals and need venue-specific formatting requirements and templates.
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stanfish06 Bundle Genetic CounselorExpert-thinking profile for Genetic Counselor (clinical / research): Reasons from probabilistic penetrance, Bayesian pretest probability, and patient autonomy through three-generation pedigrees, ACMG/AMP variant criteria, ClinVar/ClinGen/gnomAD, NCCN and CPIC guidelines, and cascade-testing protocols while treating VUS over-upgraded to pathogenic, screening-versus-diagnostic confusion...
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stanfish06 Bundle Pubmed SummariserSearch PubMed for a gene name or disease term and generate a structured research briefing of the top recent English-language papers.
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stanfish06 Bundle Surgeon ScientistExpert-thinking profile for Surgeon-Scientist (clinical / research): Reasons from anatomy, pathophysiology, and the IDEAL stage of surgical innovation through IDE/IND pathways, NSQIP/STS registry risk-adjustment, CUSUM learning-curve analysis, and ischemia-timed biobank SOPs while treating unrisk-adjusted case series, indication- confounded surgeon-preference comparisons, cold-ischemia...
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stanfish06 Bundle Systems BiologistExpert-thinking profile for Systems Biologist (computational / research): Reasons from network motifs, separation of structure from dynamics, mass-balance constraints, and multi-layer measurement coupling through COBRApy/FBA-pFBA-FVA, ODE/Boolean simulation (COPASI, BoolNet, CellNOpt), and MOFA+/mixOmics integration while treating batch artifacts, gap-filled reactions, parameter...
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 Account Research, Web Research, Legal Research. 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.