自动化
工作流自动化与调度
ux-sound-design
guia-matthieu
"Create functional and emotionally resonant audio for digital products using Audio UX methodology—from notification sounds to complete sonic systems. Use when: Designing notification sounds for an app; Creating a complete audio system for a digital product; Adding audio feedback to UI interactions; Building accessible audio cues; Defining audio guidelines for product teams"
voice-update
pchalasani
This skill should be used when the agent needs to give a spoken voice update to the user, or when reminded by a Stop hook to provide audio feedback. Use this skill to speak a short summary of what was accomplished.
refactoring-code
alexei-led
Batch refactoring via MorphLLM edit_file. Use for "refactor across files", "batch rename", "update pattern everywhere", large files (500+ lines), or 5+ edits in same file.
ln-500-story-quality-gate
levnikolaevich
"Story-level quality orchestrator with 4-level Gate (PASS/CONCERNS/FAIL/WAIVED) and Quality Score. Delegates to ln-510 (quality) and ln-520 (tests), calculates final verdict."
Skill: twitter-agent
BankrBot
Compact storyline proactively at ~200 KB / 50 entries.
bpmn
markdown-viewer
Create business process and integration diagrams using PlantUML syntax with BPMN, EIP, and Lean Mapping stencil icons. Best for workflow automation, approval processes, message-based integration patterns, ETL pipelines, and value stream mapping. NOT for simple flowcharts (use mermaid) or UML activity diagrams (use uml skill).
setup
Rich627
Interactive WhatsApp channel onboarding — guides through device linking, phone number config, and access control setup
code-agent
aws-samples
Autonomous coding agent. Delegate any task that involves understanding, writing, or running code — from a GitHub issue, a bug report, or a user request. It explores, implements, and verifies on its own.
webapp-testing
Prat011
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
crewai-developer
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.
Running Workloads on Hugging Face Jobs
patchy631
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
roboharness — Visual debugging for robot simulation
MiaoDX
Business logic lives in roboharness.mcp.tools.HarnessTools and can be called directly without the MCP SDK.
harmony-batch-correction
jaechang-hits
"Batch correction for single-cell RNA-seq (and other omics) with Harmony. Removes technical batch effects from PCA embeddings while preserving biological variation. Use after PCA, before UMAP/neighbors. Fast and scalable to millions of cells. Python (harmonypy, scanpy integration) and R (Seurat) APIs."
cellpose-cell-segmentation
jaechang-hits
"Deep learning cell and nucleus segmentation from fluorescence and brightfield microscopy images. Uses pre-trained models (cyto3, nuclei, tissuenet) and a generalist flow-based algorithm that segments cells without requiring retraining on new image types. Outputs label masks for downstream morphology measurement and tracking. Use scikit-image watershed for rule-based segmentation; use Cellpose when deep learning generalization across staining conditions is needed."
cellxgene-census
jaechang-hits
"Query CELLxGENE Census (61M+ cells) programmatically. Search by cell type, tissue, disease, organism. Get expression matrices as AnnData, stream large queries out-of-core, train PyTorch models on single-cell data. For analyzing your own data use scanpy; for annotated data manipulation use anndata."
pyhealth
jaechang-hits
"PyHealth is a Python library for healthcare machine learning. Build clinical prediction models from EHR (Electronic Health Record) data: process MIMIC-III/IV, eICU, and OMOP-CDM datasets, encode medical codes (ICD, ATC, NDC), construct patient-level datasets, and train models (Transformer, RETAIN, GRASP, MedBERT) for tasks including mortality prediction, drug recommendation, readmission, and diagnosis prediction. Alternatives: FIDDLE (EHR preprocessing only), clinical-longformer (NLP on clinical notes only), ehr-ml (EHR embedding only)."
phase-review
mcouthon
"Review implementation plans for a particular phase in a larger plan for flaws before committing to them. Use when reviewing phase plans from .tasks/ directory. Triggers on: 'use phase mode', 'review phase', 'review the plan', 'check phase', 'validate phase', 'review phase N', 'check the plan for phase'."
phase-review
mcouthon
"Review implementation plans for a particular phase in a larger plan for flaws before committing to them. Use when reviewing phase plans from .tasks/ directory. Triggers on: 'use phase mode', 'review phase', 'review the plan', 'check phase', 'validate phase', 'review phase N', 'check the plan for phase'."
consolidate-task
mcouthon
"Use when you need to summarize a completed task into an architectural decision record, reducing clutter in .tasks/. Triggers on: 'use consolidate-task mode', 'consolidate-task', 'consolidate task', 'summarize task'."
ork-assess
yonatangross
Assess a code change, design, architecture, workflow, or competing options against explicit criteria and evidence. Use when a request asks to assess, rate, compare, identify trade-offs, evaluate readiness, or decide whether an approach is good enough. Do not use for a full pull-request review or to implement a chosen solution.
release-management
yonatangross
"Automates GitHub releases with semantic versioning, changelog generation from merged PRs, and gh CLI integration. Supports draft, prerelease, and standard release workflows with task-tracked multi-phase execution. Use when creating releases, tagging versions, or publishing changelogs."
ci-sentinel
yonatangross
"Daily autonomous classifier for failing PRs across your repos. Runs /ci-debug headless against every open PR with red required checks, posts the verdict as a collapsed PR comment, and appends to a per-repo .sentinel/ledger.jsonl. v1 is propose-don't-apply — NEVER auto-pushes a fix. Use when you're tired of /status sweeps catching the same 10 CI failure patterns over and over."
release-sync
yonatangross
"Syncs latest release content to NotebookLM and HQ Knowledge Base after version tagging. Reads CHANGELOG, CLAUDE.md, and hook README, updates notebook sources, and ingests release digest. Optionally generates podcast from updated knowledge base. Use after tagging a new version to propagate release knowledge."
task-dependency-patterns
yonatangross
Task Management patterns with TaskCreate, TaskUpdate, TaskGet, TaskList tools. Decompose complex work into trackable tasks with dependency chains. Use when managing multi-step implementations, coordinating parallel work, or tracking completion status.