Skills.

Give your AI a better way to work.

A skill is a set of written instructions that teaches an AI how to do one job the way it should be done: review a pull request, plan a migration, write the release notes.

Install one here and it travels with your account into Claude, Claude Code, Cursor and every other client you sign in with.

Category: Databases & data

2,461 results · page 29 of 83

  • postgresql-code-reviewSkillDatabases & data

    Reviews your PostgreSQL code for best practices, anti-patterns, and security issues like row-level security.

    Ready to connect★ 395

    github.com/syahiidkamil/software-engineer-ai-agent-atlas395 stars

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  • surfSkillDatabases & data

    Surf (asksurf.ai) is RETIRED on BlockRun and the blockrun_surf tool was REMOVED in 0.49.0 — the gateway has answered every /v1/surf/* path with HTTP 410 endpoint_retired since 2026-09-06. Use this skill to route a former Surf question (on-chain SQL, wallet labels and net worth, CEX order books, soci

    Ready to connect★ 395

    github.com/blockrunai/blockrun-mcp393 stars

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  • reproduceSkillDatabases & data

    End-to-end paper reproduction from arxiv URL through smoke runs to replication experiments. Handles missing or partial official code, missing training scripts, missing hyperparameters, and private datasets via similar-public-dataset substitution. Use when the user asks to reproduce, implement, repli

    Ready to connect★ 394

    github.com/fcakyon/phd-skills394 stars

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  • biosample_genomicsSkillDatabases & data

    BioSample & Genome Cross-Reference - Cross-reference biosample and genome data: NCBI biosample, genome report, sequence reports, and taxonomy. Use this skill for genomics tasks involving get biosample report get genome dataset report by accession get genome sequence reports get taxonomy. Combines 4

    Ready to connect★ 392

    github.com/spectrai-initiative/innoclaw390 stars

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  • compound_database_crossrefSkillDatabases & data

    Cross-Database Compound Lookup - Cross-reference compound across databases: PubChem, ChEMBL, KEGG, and CAS number lookup. Use this skill for chemical information tasks involving get compound by name get molecule by name kegg find CASToPrice. Combines 4 tools from 4 SCP server(s).

    Ready to connect★ 392

    github.com/spectrai-initiative/innoclaw390 stars

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  • compound-name-retrievalSkillDatabases & data

    Retrieve SMILES strings from PubChem database using compound names to obtain molecular structures from common chemical names.

    Ready to connect★ 392

    github.com/spectrai-initiative/innoclaw390 stars

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  • ensembl-sequence-retrievalSkillDatabases & data

    Retrieve genomic sequences from Ensembl database using transcript or gene IDs to obtain nucleotide and protein sequences.

    Ready to connect★ 392

    github.com/spectrai-initiative/innoclaw390 stars

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  • fda-drug-risk-assessmentSkillDatabases & data

    Assess drug risks and adverse effects using FDA drug database to retrieve safety information and risk profiles.

    Ready to connect★ 392

    github.com/spectrai-initiative/innoclaw390 stars

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  • microbiome_genomicsSkillDatabases & data

    Microbiome Genomics Analysis - Analyze microbial genome: NCBI genome data, taxonomy, KEGG metabolic pathways, and annotation. Use this skill for metagenomics tasks involving get genome dataset report by taxon get taxonomy kegg find get genome annotation report. Combines 4 tools from 2 SCP server(s).

    Ready to connect★ 392

    github.com/spectrai-initiative/innoclaw390 stars

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  • ncbi_gene_deep_diveSkillDatabases & data

    NCBI Gene Deep Dive - Deep dive into NCBI gene: metadata, dataset report, product report, orthologs, and gene links. Use this skill for gene biology tasks involving get gene metadata by gene name get gene dataset report by id get gene product report by id get gene orthologs get gene links by id. Com

    Ready to connect★ 392

    github.com/spectrai-initiative/innoclaw390 stars

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  • ncbi-gene-retrievalSkillDatabases & data

    Retrieve gene information from NCBI Gene database by gene IDs to obtain genomic details, function, and expression data.

    Ready to connect★ 392

    github.com/spectrai-initiative/innoclaw390 stars

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  • organism_classificationSkillDatabases & data

    Organism Classification & Database - Classify organism: NCBI taxonomy, Ensembl taxonomy, ChEMBL organisms, and genome info. Use this skill for taxonomy tasks involving get taxonomy get taxonomy id get organism by id get genome dataset report by taxon. Combines 4 tools from 3 SCP server(s).

    Ready to connect★ 392

    github.com/spectrai-initiative/innoclaw390 stars

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  • nextjs-supabase-authSkillDatabases & data

    Guides your agent through adding Supabase authentication to a Next.js App Router app.

    Ready to connect★ 391

    github.com/asymmetric-al/core391 stars

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  • windiff-version-diff-analysisSkillDatabases & data

    Generate and interpret security-research diffs between Windows versions or patch levels using this repo's WinDiff CLI and databases. Use when comparing Windows builds or binaries such as ntoskrnl.exe, ntdll.dll, win32k*.sys, ci.dll, or cng.sys to find changed syscalls, symbols, types, mitigation fla

    Ready to connect★ 391

    github.com/ergrelet/windiff391 stars

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  • sql-injectionSkillDatabases & data

    Rule matrix security fixture for sql_injection used by security rule matrix integration tests; not intended for production deployment.

    Ready to connect★ 384

    github.com/bruc3van/agent-skills-guard385 stars

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  • sql-parameterizedSkillDatabases & data

    Rule matrix negative fixture - uses parameterized SQL queries safely; not intended for production deployment.

    Ready to connect★ 384

    github.com/bruc3van/agent-skills-guard385 stars

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  • security-fuzzingSkillDatabases & data

    Essential fuzzing payloads: SQL injection, command injection, special characters. Curated essentials for vulnerability testing.

    Ready to connect★ 383

    github.com/eyadkelleh/awesome-skills-security384 stars

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  • nekiSkillDatabases & data

    Overview and information about Neki, the sharded Postgres product by PlanetScale. Load when working with Neki-related tasks and the need to scale or shard postgres. Load when facing Postgres scaling or sharding issues.

    Ready to connect★ 383

    github.com/craftos-dev/craftbot376 stars

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  • eval-integrationSkillDatabases & data

    Specialized integration evaluator for the Evaluate-Loop. Use this for evaluating tracks that integrate external services — Supabase auth/DB, Stripe payments, Gemini API, third-party APIs. Checks API contracts, auth flows, data persistence, error recovery, environment config, and end-to-end flow inte

    Ready to connect★ 377

    github.com/ibrahim-3d/orchestrator-supaconductor375 stars

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  • backendSkillDatabases & data

    Build APIs, database schemas, and server-side logic with Supabase. Use after frontend is built.

    Ready to connect★ 374

    github.com/alexpeclub/ai-coding-starter-kit368 stars

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  • alphafold-database-accessSkillDatabases & data

    Access AlphaFold DB's 200M+ predicted structures by UniProt ID. Download PDB/mmCIF, analyze pLDDT/PAE, bulk-fetch proteomes via Google Cloud. For experimental structures use PDB; for prediction use ColabFold or ESMFold.

    Ready to connect★ 363

    github.com/jaechang-hits/sciagent-skills363 stars

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  • brenda-databaseSkillDatabases & data

    BRENDA Enzyme DB SOAP/REST queries: kinetic parameters (Km, Vmax, kcat, Ki), EC classes, substrate specificity, inhibitors, cofactors, organism data. 80K+ enzymes, 7M+ values. Free academic registration. For metabolic modeling use cobrapy-metabolic-modeling; metabolites use hmdb-database.

    Ready to connect★ 363

    github.com/jaechang-hits/sciagent-skills363 stars

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  • flowio-flow-cytometrySkillDatabases & data

    Parse/write FCS (Flow Cytometry) files v2.0-3.1. Events as NumPy, channel metadata, multi-dataset files, CSV/FCS export. Use FlowKit for gating/compensation.

    Ready to connect★ 363

    github.com/jaechang-hits/sciagent-skills363 stars

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  • gtopdb-databaseSkillDatabases & data

    Query IUPHAR/BPS Guide to Pharmacology (GtoPdb) for receptor-ligand interactions, target/ligand metadata, families, and approved drugs. Affinities (pKi/pIC50/pKd), action (Agonist/Antagonist/etc.), species, structures (SMILES/InChI). No auth. Always resolve targets via geneSymbol/accession; most met

    Ready to connect★ 363

    github.com/jaechang-hits/sciagent-skills363 stars

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  • histolab-wsi-processingSkillDatabases & data

    WSI processing for digital pathology. Tissue detection, tile extraction (random, grid, score-based), filter pipelines for H&E/IHC. For dataset prep, tile-based DL, slide QC. Use pathml for multiplexed imaging.

    Ready to connect★ 363

    github.com/jaechang-hits/sciagent-skills363 stars

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  • hypogenic-hypothesis-generationSkillDatabases & data

    LLM-driven hypothesis generation/testing on tabular data. Three methods: HypoGeniC (data-driven), HypoRefine (literature+data), Union. Iterative refinement, Redis caching, multi-hypothesis inference. Manual: hypothesis-generation; ideation: scientific-brainstorming.

    Ready to connect★ 363

    github.com/jaechang-hits/sciagent-skills363 stars

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  • hypothesis-generationSkillDatabases & data

    Structured hypothesis formulation: turn observations into testable hypotheses with predictions, propose mechanisms, design experiments. Follows the scientific method. Use scientific-brainstorming for open ideation; hypogenic for automated LLM hypothesis testing on datasets.

    Ready to connect★ 363

    github.com/jaechang-hits/sciagent-skills363 stars

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  • lamindb-data-managementSkillDatabases & data

    Open-source FAIR biology data framework. Version artifacts (AnnData, DataFrame, Zarr), track lineage, validate via ontologies (Bionty), query datasets. Integrates with Nextflow, Snakemake, W&B, scVI. For scRNA-seq use scanpy; for ontology lookups use bionty.

    Ready to connect★ 363

    github.com/jaechang-hits/sciagent-skills363 stars

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  • nan-safe-correlationSkillDatabases & data

    Per-feature NaN-safe Spearman/Pearson correlation across many features (genes, proteins, variants) with missing values. Covers why bulk matrix shortcuts fail, correct pairwise deletion, degenerate input filtering, and large-dataset performance. Use statistical-analysis for test choice; shap-model-ex

    Ready to connect★ 363

    github.com/jaechang-hits/sciagent-skills363 stars

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  • omics-plottingSkillDatabases & data

    omics-plotting: publication-style figure authoring for omics / bioinformatics results with matplotlib / seaborn. Read this before writing any plotting or figure code in any omics analysis — RNA-seq, proteomics, single-cell, variant, or database results — not only when a plot is explicitly requested:

    Ready to connect★ 363

    github.com/jaechang-hits/sciagent-skills363 stars

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What is a skill?

A skill is plain text, usually a SKILL.md file and the scripts it refers to, written for an AI rather than for a person. It carries the steps, the house rules and the examples a good answer needs, so you stop pasting the same briefing into every new chat.

54,764 of the 55,196 skills listed here can be served through ahel today, and they come from public repositories. Each one has its own page with the instructions themselves on it, so you can read what a skill will tell your AI to do before you install it.

Install one and every AI you use gets it

Installing a skill adds it to your gateway and turns it on in the same step. Claude Code surfaces it as a slash command; any client can read the full instructions with the skill_read tool.

Nothing is copied into a project folder. The instructions are served from your account, so the same skill is there in every AI you connect, and turning it off removes it from all of them at once.

See how to connect your AI