Agent skills you can check before you install
Public SKILL.md skills from GitHub repositories with 50+ stars and from the vendors themselves, scanned and scored. Install any of them with one command in Claude Code, Cursor, Codex, GitHub Copilot or Gemini CLI.
46,100 skills from 2,198 repositories · updated 4 hours ago
9,541 skills
- polarAnil-matcha/awesome-muse-connectorsRead Polar orders, subscriptions, products, and customers; create checkouts and refunds. Trigger phrases: polar, orders, refunds, merchant of record.OtherNo warnings★ 1.4K↓ —
- propose-issueOutlineDriven/outline-driven-developmentUse when the user asks to propose an issue, file or open a bug report, or turn a reported defect into a tracked issue. Not for fixing the defect, triaging existing issues, or reviewing PRs.OtherNo warnings★ 55↓ —
- Dispatch PrioritizationWYRE-AI/msp-claude-pluginsPriority scoring and assignment for an unassigned PSA ticket queue: the scoring factors (SLA proximity, client tier, ticket age, technician load, skill/category match), how to combine them into an explainable ranked order rather than a black-box formula, and the tool-discovery pattern for finding which PSA and RMM connectors are actually live before calling any vendor's tools.OtherNo warnings★ 52↓ —
- mermaid-diagramsccheney/robust-skillsCreate or fix Mermaid diagrams in Markdown. Use for requested flowcharts, sequence diagrams, ER diagrams, state machines, or system diagrams when Mermaid is the output format; not every visualization or explanation.OtherNo warnings★ 61↓ —
- ghm-status-syncmattgierhart/PRD-driven-context-engineeringSynchronizes README.md Command Center with current project state. Triggers on gate changes, EPIC status changes, or explicit `/ghm-status-sync` invocation. Outputs updated README.md dashboard with current lifecycle stage, blockers, and metrics.OtherNo warnings★ 181↓ —Also in 1 other repo
- plain-koreanOutlineDriven/outline-driven-developmentUse when Plain English·Plain Language 원칙으로 한국어 작성·교정·검토, 쉽게 써 줘·명확하게 고쳐 줘·관료적인 표현 줄이기·쉬운 한국어/plain Korean·독자 중심 설명문·이메일·공지·README용, 의미·조건·전문용어 보존, 엄격 통제·절차는 ste-korean 우선, 원문보존·맞춤법만 요청 시 문체 유지OtherNo warnings★ 55↓ —
- iwe-bug-reportTserenTserenov/FMT-exocortex-templateСообщить об ошибке или проблеме платформы IWE. Создаёт GitHub issue в FMT-exocortex-template.OtherNo warnings★ 63↓ —
- eli5naveedharri/benai-skillsExplain a topic like I'm a 5 year old. Use when the user types /eli5 [topic] or asks for a dead-simple picture explainer of how something works.OtherNo warnings★ 76↓ —Also in 2 other repos
- copywriter-agentAlekseiUL/sprut-agent-kitКопирайтер в стиле владельца. Пишет посты для Telegram YOUR_CHANNEL, анонсы видео, описания. Знает стиль, словарь, запрещённые обороты.OtherNo warnings★ 65↓ —
- openocd-jtagOutlineDriven/outline-driven-developmentUse when configuring OpenOCD for a JTAG or SWD target, flashing through it, attaching GDB to a bare-metal MCU, or setting hardware breakpoints and watchpoints. Not for probe-rs: use embedded-rust.OtherNo warnings★ 55↓ —
- strace-ltraceOutlineDriven/outline-driven-developmentUse when a binary misbehaves without crashing and the question is which file, socket, syscall, or library call fails: strace for syscalls, ltrace for library calls. Not for stepping: use gdb.OtherNo warnings★ 55↓ —
- Datto RMM DevicesWYRE-AI/msp-claude-pluginsDatto RMM device management: identifiers (UID, hostname, MAC), device types and statuses, user-defined fields (UDF1-30), warranty data, and device lookup/update/delete operations.OtherNo warnings★ 52↓ —
- oma-backendfirst-fluke/oh-my-agentImplement server APIs, authentication, and application data access. Schema modeling and query tuning use oma-db.OtherNo warnings★ 1.4K↓ —
- history-healthOutlineDriven/outline-driven-developmentUse when a user asks to audit what recall fed agents. Not for source or remote-system changes.OtherNo warnings★ 55↓ —
- mlflowKalarisLabs/research-agent-skillsTracks machine learning experiments and manages model lifecycles with MLflow, covering mlflow.log_param, log_metric and log_artifact, autologging for scikit-learn, PyTorch Lightning, XGBoost and HuggingFace Transformers, the Model Registry with versions and stage transitions, run searching, and local or cloud model serving. Use when logging parameters, metrics and artifacts for training runs, comparing runs across experiments, registering and promoting model versions from Staging to Production, serving a logged model for inference, or reproducing an experiment from an MLflow project. Not for hyperparameter-sweep dashboards or general data versioning; use a dedicated tool for those.OtherNo warnings★ 76↓ —
- rustc-basicsOutlineDriven/outline-driven-developmentUse when selecting RUSTFLAGS, configuring Cargo profiles, tuning release builds, reading assembly or MIR output, understanding monomorphization, or diagnosing compilation errors.OtherNo warnings★ 55↓ —
- cpp-templatesOutlineDriven/outline-driven-developmentUse when a C++ template error needs decoding, a template needs a concept or requires-clause instead of SFINAE, or template instantiation is slowing compilation. Not for C++20 modules: use cpp-modules.OtherNo warnings★ 55↓ —
- scenario-zbrush-pose-printUpdatedscenario-labs/skillsUse when posing a sculpt or preparing it for 3D printing in ZBrush: "pose this character", Transpose Master, TPoseMesh, Gizmo posing with masks, ZSphere rig, Proxy Pose, weapon in the hand, stretching after posing, "3D print this", 1/6 scale statue, miniature, resin or FDM, hollowing, wall thickness, drain holes, keys and pins, cutting into parts, 3D Print Hub, Scale Master, Decimation Master, STL or 3MF, size in millimeters.OtherNo warnings★ 1.2K↓ —
- GraphQL Schema Stitcheragentskillexchange/skillsMerges multiple GraphQL schemas into a unified federated gateway using Apollo Federation v2 and graphql-tools stitchSchemas. Validates composed schemas with rover graph check.OtherNo warnings★ 58↓ —
- game-changing-featuressoftaworks/agent-toolkitFind 10x product opportunities and high-leverage improvements. Use when user wants strategic product thinking, mentions '10x', wants to find high-impact features, or says 'what would make this 10x better', 'product strategy', or 'what should we build next'.OtherNo warnings★ 2.6K↓ —
- zig-compilerOutlineDriven/outline-driven-developmentUse when invoking zig directly: build-exe, build-lib, optimize modes, zig cc as a C compiler, emit flags, ast-check, fmt, or a Zig compile error. Not for build.zig projects: use zig-build-system.OtherNo warnings★ 55↓ —
- Strix•路径穿越与文件包含asdfgh1445/ctf-super-hubStrix 路径穿越与文件包含测试手册,覆盖本地/远程文件访问与代码执行链;触发名:strix-path-traversal-lfi-rfiOtherNo warnings★ 840↓ —
- ray-trainKalarisLabs/research-agent-skillsDistributed training orchestration across clusters. Scales PyTorch/TensorFlow/HuggingFace from laptop to 1000s of nodes. Built-in hyperparameter tuning with Ray Tune, fault tolerance, elastic scaling. Use when training massive models across multiple machines or running distributed hyperparameter sweeps.OtherNo warnings★ 76↓ —
- subagent-runnerAlekseiUL/sprut-agent-kitАвтоматический запуск и управление субагентами для параллельной обработки задач. Разбивает большие задачи на подзадачи, запускает субагенты параллельно, собирает результаты.OtherNo warnings★ 65↓ —
scrna-seq-pipeline
awslabs/hcls-agent-skills
OtherUpdated Oct 7, 2026
From the author
Scanpy-based single-cell RNA-seq analysis pipeline covering loading (10X, h5ad), QC, normalization, HVG selection, PCA/UMAP, Leiden clustering, differential expression, and batch correction (Harmony, scVI). Use when the user mentions single-cell, scRNA-seq, Scanpy, AnnData, UMAP, clustering, 10X, h5ad, leiden, highly variable genes, Harmony, scVI, cluster cells, find marker genes, filter low-quality cells, gene expression matrix, doublet removal, normalize counts, dimensionality reduction, cell clustering, QC single-cell, filtered_feature_bc_matrix, cellranger output, 10X h5, scrublet, cell ranger, count matrix, find cell types, batch effect, integration, neighborhood graph, or differential expression genes.
Install
npx skills add awslabs/hcls-agent-skills --skill scrna-seq-pipeline -a claude-code
Installs to .claude/skills/scrna-seq-pipeline/ · Each command fetches the skill straight from GitHub with the open skills CLI.
Download .zip
Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.
What it can touch
Instructions onlyUses the networkLicence: MIT-0
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- SKILL.md