Automation
Task automation and scripting
lamindb
by K-Dense-AI
This skill should be used when working with LaminDB, an open-source data framework for biology that makes data queryable, traceable, reproducible, and FAIR. Use when managing biological datasets (scRNA-seq, spatial, flow cytometry, etc.), tracking computational workflows, curating and validating data with biological ontologies, building data lakehouses, or ensuring data lineage and reproducibility in biological research. Covers data management, annotation, ontologies (genes, cell types, diseases, tissues), schema validation, integrations with workflow managers (Nextflow, Snakemake) and MLOps platforms (W&B, MLflow), and deployment strategies.
plan-harder
by am-will
Use when user specfically says 'plan harder'.
get-available-resources
by K-Dense-AI
This skill should be used at the start of any computationally intensive scientific task to detect and report available system resources (CPU cores, GPUs, memory, disk space). It creates a JSON file with resource information and strategic recommendations that inform computational approach decisions such as whether to use parallel processing (joblib, multiprocessing), out-of-core computing (Dask, Zarr), GPU acceleration (PyTorch, JAX), or memory-efficient strategies. Use this skill before running analyses, training models, processing large datasets, or any task where resource constraints matter.
architect-monitoring
by iterate
"Monitoring workflow for architect: Fly/Cloudflare checks, task updates, and Slack escalation."
example-skill
by iterate
Example skill published from iterate's root skills directory
docx
by aiskillstore
"Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks"
senior-data-engineer
by borghei
Expert data engineering covering data pipelines, ETL/ELT, data warehousing, streaming, and data quality.
customer-success-manager
by borghei
Expert customer success covering onboarding, adoption, retention, expansion, health scoring, and customer advocacy.
cellxgene-census
by K-Dense-AI
Query the CELLxGENE Census (61M+ cells) programmatically. Use when you need expression data across tissues, diseases, or cell types from the largest curated single-cell atlas. Best for population-scale queries, reference atlas comparisons. For analyzing your own data use scanpy or scvi-tools.
diffdock
by K-Dense-AI
Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual screening, for structure-based drug design. Not for affinity prediction.
flutter-add-integration-test
by flutter
Configures Flutter Driver for app interaction and converts MCP actions into permanent integration tests. Use when adding integration testing to a project, exploring UI components via MCP, or automating user flows with the integration_test package.
senior-computer-vision
by alirezarezvani
Computer vision engineering skill for object detection, image segmentation, and visual AI systems. Covers CNN and Vision Transformer architectures, YOLO/Faster R-CNN/DETR detection, Mask R-CNN/SAM segmentation, and production deployment with ONNX/TensorRT. Includes PyTorch, torchvision, Ultralytics, Detectron2, and MMDetection frameworks. Use when building detection pipelines, training custom models, optimizing inference, or deploying vision systems.
index-knowledge
by tursodatabase
Generate hierarchical AGENTS.md knowledge base for a codebase. Creates root + complexity-scored subdirectory documentation.
unity-component
by Besty0728
"GameObject component management. Use when users want to add, remove, or configure components like Rigidbody, Collider, AudioSource. Triggers: component, add component, rigidbody, collider, audio source, script, 组件, 添加组件, 刚体, 碰撞体."
mpm-workflow
by bobmatnyc
Manage and customize MPM workflow configurations with local overrides
deeptools
by K-Dense-AI
NGS analysis toolkit. BAM to bigWig conversion, QC (correlation, PCA, fingerprints), heatmaps/profiles (TSS, peaks), for ChIP-seq, RNA-seq, ATAC-seq visualization.
review
by bfly123
Dual review with Claude and Codex for quality verification. Use for step or task review.
weapp-vite-vue-sfc-best-practices
by weapp-vite
Apply detailed usage patterns and best practices for Vue SFC in weapp-vite projects. Use when writing or refactoring .vue files for mini-programs, choosing <script setup> and JSON macro strategy, defining usingComponents, handling template directive compatibility (v-model / v-bind limits), coordinating wevu runtime hooks, or troubleshooting SFC compile/runtime issues.
temporal-python-testing
by wshobson
Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal workflow tests or debugging test failures.
airflow-dag-patterns
by rmyndharis
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.
crewai-developer
by staruhub
Comprehensive CrewAI framework guide for building collaborative AI agent teams and structured workflows. Use when developing multi-agent systems with CrewAI, creating autonomous AI crews, orchestrating flows, implementing agents with roles and tools, or building production-ready AI automation. Essential for developers building intelligent agent systems, task automation, and complex AI workflows.
using-plan-and-execute
by ed3dai
Use when starting any conversation - establishes mandatory workflows for finding and using skills, including using Read tool before announcing usage, following brainstorming before coding, and creating task todos for checklists
Playwright Browser Automation
by smallnest
Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login flows, check links, automate any browser task. Use when user wants to test websites, automate browser interactions, validate web functionality, or perform any browser-based testing.
youtube-tracker
by wlzh
"Track YouTube channels for new uploads. Supports both RSS mode (no API key needed, unlimited quota) and API mode. Use when: add/remove/list tracked YouTube channels, check for new videos, or run scheduled YouTube channel monitoring."