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: Files & storage
4,446 results · page 101 of 149
- View details
openrig-operating-modelSkillFiles & storage
Use when you do not know WHERE something belongs: you learned a lesson and are unsure which file takes it; you are about to create a new doc, folder, or convention; you are asking "should this be a skill, a note, or a chain file?"; you inherited a seat and want to know what SHOULD exist; or you are
Ready to connect★ 67
- View details
openrig-upgradeSkillFiles & storage
Use when an agent is preparing or performing an OpenRig CLI/daemon upgrade and must preserve live seats, verify each mutation, or reconcile managed plugin and skill files without overwriting local work.
Ready to connect★ 67
- View details
refactor-planSkillFiles & storage
Lets your agent create a step-by-step plan before refactoring code across multiple files.
Ready to connect★ 67
- View details
rubber-duckSkillFiles & storage
Invoke the rubber duck reviewer for a second opinion. Use after planning, after complex multi-file implementations, or after writing tests. Produces a focused CRITICAL/WARN/INFO list and a APPROVE/REQUEST_CHANGES verdict.
Ready to connect★ 67
- View details
secret-handlingSkillFiles & storage
Never read .env files or write secrets to .squad/ committed files
Ready to connect★ 67
- View details
simulation-validatorSkillFiles & storage
Validate simulations across three stages — run pre-flight checks on configuration files (parameter ranges, required fields, disk space), monitor runtime logs for residual growth, NaN/Inf, and adaptive dt collapse, and perform post-flight validation of results (physical bounds, mass/energy conservati
Ready to connect★ 66
- View details
software-for-agentsSkillFiles & storage
Use when building, modifying, or diagnosing an OpenRig or studio-box system; when surprising behavior looks like a code bug but may come from Markdown, YAML, JSON, bootstrap files, schemas, skills, or conventions; or when deciding whether an agent-built studio app needs a separate mockup phase. NOT
Ready to connect★ 67
- View details
spec-kitSkillFiles & storage
Write a Gherkin story file to docs/stories/ for a feature. The story IS the spec. No intermediate PROBLEM/SPEC/PLAN/TASKS artifacts.
Ready to connect★ 67
- View details
story-issue-syncSkillFiles & storage
Maintain bidirectional consistency between story markdown files and GitHub Issues. Use when syncing story status with GitHub.
Ready to connect★ 67
- View details
styxSkillFiles & storage
Styx configuration language syntax and schema reference. Use when writing or editing .styx files, creating schemas, or debugging syntax errors. Covers syntax (scalars, objects, sequences, tags, heredocs), schema language, and CLI validation.
Ready to connect★ 67
- View details
swipe-file-generatorSkillFiles & storage
Analyzes high-performing content from URLs and builds a swipe file
Ready to connect★ 67
- View details
update-std-testsSkillFiles & storage
审计并更新本 ArceOS 与 StarryOS 工作区的 `scripts/test/std_crates.csv`。用户提到标准库测试、允许列表、`cargo test` 验证、检查哪些软件包能通过宿主机测试、刷新测试套件，或要求向测试表格添加新软件包时使用。本技能是维护标准库测试候选列表的主要流程。
Ready to connect★ 67
- View details
verify-test-strengthSkillFiles & storage
Prove what a test file actually detects by mutating the production source. Use when a test file's value is in doubt — after writing tests for existing behavior, before deleting or compressing tests, or when reviewing a large test file that may be tautological.
Ready to connect★ 67
- View details
wireframeSkillFiles & storage
Generate low-fidelity wireframes (ASCII, SVG, or HTML) from user story files. Use when creating wireframes for UI stories.
Ready to connect★ 67
- View details
workflow-engine-mapperSkillFiles & storage
Map computational materials tasks onto workflow engines such as atomate2, jobflow, AiiDA, pyiron, or a simple one-off script. Use when deciding how to structure a reproducible campaign, DAG, restart strategy, provenance record, storage layout, or migration path from ad hoc scripts to managed workflo
Ready to connect★ 66
- View details
alterlab-alphafold-dbSkillFiles & storage
Access the AlphaFold DB of 200M+ AI-PREDICTED protein structures — retrieve models by UniProt accession, download PDB/mmCIF files, and analyze prediction confidence metrics (pLDDT, PAE). Use when a UniProt ID needs a computationally predicted 3D structure or when no experimental structure exists, fo
Ready to connect★ 66
- View details
alterlab-anndataSkillFiles & storage
Build, slice, concatenate, read, and write AnnData annotated data matrices (obs, var, X, layers, obsm, uns) — the scverse data STRUCTURE, not an analysis pipeline. Use when creating or wrangling .h5ad/zarr files, managing cell and gene annotations, concatenating batches, or handling layers/obsm/back
Ready to connect★ 66
- View details
alterlab-astropySkillFiles & storage
Processes astronomy and astrophysics data with the Astropy Python library — celestial coordinates, physical units, FITS files, cosmological calculations, time systems, tables, and world coordinate systems (WCS). Use when tasks involve coordinate transformations, unit conversions, FITS file manipulat
Ready to connect★ 66
- View details
alterlab-biopythonSkillFiles & storage
Manipulate biological sequences, parse FASTA/GenBank/PDB files, run phylogenetics, and access NCBI/PubMed programmatically via Biopython (Bio.SeqIO, Bio.Entrez, Bio.PDB, Bio.Blast). Use when scripting custom bioinformatics pipelines, batch-processing sequence files, automating BLAST, or fetching rec
Ready to connect★ 66
- View details
alterlab-daskSkillFiles & storage
Scales pandas/NumPy workflows beyond memory with Dask distributed computing — parallel DataFrames, arrays, delayed task graphs, and cluster execution. Use when existing pandas/NumPy code must run on larger-than-RAM data or across clusters, for parallel file processing, distributed ML, or integration
Ready to connect★ 66
- View details
alterlab-edaSkillFiles & storage
Exploratory data analysis (EDA) on a scientific data file — auto-detects the format, runs structure/quality/statistics checks, and writes a markdown EDA report with downstream recommendations. Use when asked to "explore", "analyze", "summarize", "profile", or "QC" a data file, or to understand its s
Ready to connect★ 66
- View details
alterlab-etetoolkitSkillFiles & storage
Manipulate, annotate, and render phylogenetic trees programmatically with the ETE Toolkit (ete3) — parse and edit Newick/NHX, detect duplication/speciation events, infer orthology and paralogy, query NCBI taxonomy, and export PDF/SVG figures. Use when traversing or reformatting tree files, doing phy
Ready to connect★ 66
- View details
alterlab-flowioSkillFiles & storage
Parse and write FCS (Flow Cytometry Standard) files v2.0-3.1 with FlowIO — extract event data as NumPy arrays, read $-keyword metadata and channel/parameter definitions, and convert events to CSV or pandas DataFrame. Use when loading raw .fcs flow-cytometry files, inspecting channels and metadata, o
Ready to connect★ 66
- View details
alterlab-genimlSkillFiles & storage
Machine learning on genomic interval data (BED files) with the geniml Python package — region embeddings (Region2Vec), joint region+metadata embeddings (BEDspace/StarSpace), single-cell ATAC-seq embeddings (scEmbed), consensus peak sets / universes (build-universe), tokenization, BEDshift randomizat
Ready to connect★ 66
- View details
alterlab-iso13485SkillFiles & storage
Prepares ISO 13485 certification documentation for medical device Quality Management Systems (QMS) — gap analysis of existing documentation, Quality Manuals, required procedures and work instructions, and Medical Device Files. Use for ISO 13485 QMS documentation, conducting a documentation gap analy
Ready to connect★ 66
- View details
alterlab-link-healthSkillFiles & storage
Audits and repairs Markdown link health across a skills repo via a four-tier pipeline (config hardening, intra-repo file-ref fixes, external URL substitutions, residual exclusions) and enforces a Tier 3 substitution guardrail that prevents regressions of previously-passing links; designed for lychee
Ready to connect★ 66
- View details
alterlab-markitdownSkillFiles & storage
Convert files and Office documents to clean, LLM-friendly Markdown with Microsoft MarkItDown (markitdown CLI/Python), supporting PDF, DOCX, PPTX, XLSX, images (EXIF + OCR), audio (transcription), HTML, CSV, JSON, XML, ZIP archives, EPUB e-books, and YouTube transcript URLs, with optional AI image de
Ready to connect★ 66
- View details
alterlab-nf-core-sarekSkillFiles & storage
Runs FASTQ-to-VCF germline and somatic variant calling via the Nextflow nf-core/sarek pipeline pinned to -r 3.8.1 — builds the samplesheet.csv (patient, sex, status, sample, lane, fastq_1, fastq_2), runs bwa-mem/bwa-mem2/dragmap alignment plus GATK4 MarkDuplicates and BQSR against the GATK GRCh38 re
Ready to connect★ 66
- View details
alterlab-pydicomSkillFiles & storage
Reads, writes, and manipulates DICOM (Digital Imaging and Communications in Medicine) medical imaging files with the pydicom Python library. Use when reading/writing/modifying DICOM data, extracting pixel data from CT, MRI, X-ray, or ultrasound images, anonymizing DICOM files, working with DICOM met
Ready to connect★ 66
- View details
alterlab-pyopenmsSkillFiles & storage
Build complete mass-spectrometry workflows with pyOpenMS — feature detection, peptide identification, protein quantification, and full LC-MS/MS pipelines across many MS file formats (mzML, mzXML) and algorithms. Use for comprehensive proteomics and MS data processing — for simple spectral comparison
Ready to connect★ 66
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.