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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gabrielmoreira Skill Semantic ScholarSearch published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API. Complements /arxiv (preprints) with citation counts, venue metadata, and TLDR. Use when user says "search semantic scholar", "find IEEE papers", "find journal papers", "venue papers", "citation search", or wants published literature beyond arXiv preprints.
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gabrielmoreira Skill Deep Research 10深度研究编排方法论:澄清范围、拆解规划、并行调度子智能体调研、对抗式核验、综合成带引用的结构化报告。当任务需要多来源、可追溯、需事实核查的深度研究时使用此技能。
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gabrielmoreira Skill LamindbThis skill is applicable when using LaminDB. LaminDB is an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR-compliant. It is suitable for managing biological datasets (scRNA-seq, spatial transcriptomics, flow cytometry, etc.), tracking computational workflows, curating and validating data with biological ontologies, building data lakes, or ensuring data lineage and reproducibility in biological research. It covers data management, annotation, ontologies (genes, cell types, diseases, tissues), schema validation, integration with workflow managers (Nextflow, Snakemake) and MLOps platforms (W&B, MLflow), and deployment strategies.
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gabrielmoreira Skill Matchms 2Process, clean, and compare mass spectrometry (MS/MS) spectra with Matchms; use when you need reproducible spectral filtering and similarity scoring for metabolomics workflows.
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gabrielmoreira Skill Pydicom 2A Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when you need to read, write, or modify DICOM format medical imaging data, extract pixel data from medical images (CT, MRI, X-ray, ultrasound), anonymize DICOM files,...
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gabrielmoreira Skill GgetUnified CLI/Python interface for querying genomic, proteomic, structure, and expression data across 20+ bioinformatics databases; use when you need fast, scriptable retrieval by gene/protein IDs or keywords.
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gabrielmoreira Skill API For Yourself 2Summarise what Api For Yourself does in one line. Use when asked to [trigger phrases the user would say]. Produces [the concrete artifact].
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gabrielmoreira Skill The Time Capsule 2Summarise what The Time Capsule does in one line. Use when asked to [trigger phrases the user would say]. Produces [the concrete artifact].
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gabrielmoreira Skill The Vibe Check 2Summarise what The Vibe Check does in one line. Use when asked to [trigger phrases the user would say]. Produces [the concrete artifact].
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gabrielmoreira Skill ResearcherUser research specialist. Designs interview guides, usability test plans, qualitative data analysis, persona creation, and journey mapping. Complements Echo's UI validation. Use when user research design or analysis is needed.
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gabrielmoreira Skill Content Search SummarizationUse this skill when asked to search public content platforms such as Bilibili or YouTube, pick the top relevant results for a topic, and summarize each item with links and brief overviews. Uses Runtime-aware routing — opencli first, fetch second, browser last.
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gabrielmoreira Skill User Research Synthesis 2Analyze and synthesize user research findings into structured, actionable insights. Use when given user research data, interview transcripts, survey results, or user feedback that needs to be analyzed and summarised. Produces a themed synthesis with prevalence data, supporting quotes, pain points analysis, feature request prioritisation, and recommended next steps. For interview transcripts specifically use user-interview-synthesis instead.
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gabrielmoreira Skill The Org Simulator 2Summarise what The Org Simulator does in one line. Use when asked to [trigger phrases the user would say]. Produces [the concrete artifact].
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gabrielmoreira Skill Permit Navigator 2Summarise what Permit Navigator does in one line. Use when asked to [trigger phrases the user would say]. Produces [the concrete artifact].
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gabrielmoreira Skill Voting Navigator 2Summarise what Voting Navigator does in one line. Use when asked to [trigger phrases the user would say]. Produces [the concrete artifact].
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gabrielmoreira Skill Press Kit Epk 2Summarise what Press Kit Epk does in one line. Use when asked to [trigger phrases the user would say]. Produces [the concrete artifact].
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gabrielmoreira Skill Arrival Setup 2Summarise what Arrival Setup does in one line. Use when asked to [trigger phrases the user would say]. Produces [the concrete artifact].
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gabrielmoreira Skill Attention Reset 2Summarise what Attention Reset does in one line. Use when asked to [trigger phrases the user would say]. Produces [the concrete artifact].
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gabrielmoreira Skill Resale Flip Kit 2Summarise what Resale Flip Kit does in one line. Use when asked to [trigger phrases the user would say]. Produces [the concrete artifact].
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gabrielmoreira Skill Biopython 2A comprehensive toolbox for computational molecular biology; use it when you need programmatic sequence/structure parsing, batch bioinformatics pipelines, or automated NCBI/BLAST workflows.
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gabrielmoreira Skill DeeptoolsNGS analysis toolkit. Used for BAM to bigWig conversion, quality control (correlation, PCA, fingerprint plots), heatmaps/feature plots (TSS, peaks), suitable for ChIP-seq, RNA-seq, ATAC-seq visualization.
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gabrielmoreira Skill GeopandasA Python library for reading, writing, and analyzing geospatial vector data; use it when you need spatial operations (buffer/overlay/join), CRS reprojection, or map visualization on formats like Shapefile/GeoJSON/GeoPackage or PostGIS.
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gabrielmoreira Skill User Interview Synthesis 2Synthesises user interview transcripts into structured research findings. Use when asked to analyse interview notes, synthesise qualitative research, identify themes from interviews, or turn raw interview data into actionable product insights. Produces a themed synthesis with supporting quotes per theme, 'so what' implications, and recommended next steps. For mixed sources beyond interviews (surveys, tickets, feedback) use user-research-synthesis instead.
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gabrielmoreira Skill Context Bankruptcy 2Summarise what Context Bankruptcy does in one line. Use when asked to [trigger phrases the user would say]. Produces [the concrete artifact].
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gabrielmoreira Skill Band Agreement 2Summarise what Band Agreement does in one line. Use when asked to [trigger phrases the user would say]. Produces [the concrete artifact].
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gabrielmoreira Skill Teach The Game 2Summarise what Teach The Game does in one line. Use when asked to [trigger phrases the user would say]. Produces [the concrete artifact].
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gabrielmoreira Skill EtetoolkitETE (Environment for Tree Exploration) toolkit for phylogenetic and hierarchical tree analysis; use it when you need to parse/manipulate Newick/NHX trees, detect duplication/speciation events, integrate NCBI taxonomy, and render publication-quality figures.
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gabrielmoreira Skill Scikit Bio 3A Python bioinformatics toolkit for sequence, phylogeny, and microbiome/community-ecology analysis; use it when you need to compute diversity/ordination/statistics from biological data and standard formats (FASTA/FASTQ/Newick/BIOM).
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gabrielmoreira Skill Medchem 2Medicinal chemistry screening filters for compound prioritization; use when you need to apply drug-likeness rules, PAINS/structural alerts, and complexity metrics to triage or optimize libraries.
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gabrielmoreira Skill Web ResearchFindings grounded in live web sources
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gabrielmoreira Skill Elected Rep Letter 2Summarise what Elected Rep Letter does in one line. Use when asked to [trigger phrases the user would say]. Produces [the concrete artifact].
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gabrielmoreira Skill Go Bag Builder 2Summarise what Go Bag Builder does in one line. Use when asked to [trigger phrases the user would say]. Produces [the concrete artifact].
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gabrielmoreira Skill Deep Research 14Research checklist and source-quality guidance for the archer e2e fixture.
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gabrielmoreira Skill Research Add Items 2Add items (research objects) to existing research outline.
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gabrielmoreira Skill BioservicesUnified Python access to 40+ bioinformatics web services; use when you need to query multiple databases (e.g., UniProt/KEGG/ChEMBL/Reactome) with one consistent API in a single workflow, especially for cross-database analysis and identifier mapping.
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gabrielmoreira Skill Market Research 4Market Research Specialist. Use to analyze target markets, ICP segments, demand patterns, competitive terrain, and strategic whitespace for founder decisions.
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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 semantic-scholar, deep-research, lamindb. 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.