Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
-
verification-loop-ying-kai-liao-touchstone
majiayu000/claude-skill-registry 163
-
pyhealth
Comprehensive healthcare AI toolkit for developing, testing, and deploying machine learning models with clinical data. This skill should be used when working with electronic health records (EHR), clinical prediction tasks (mortality, readmission, drug recommendation), medical coding systems (ICD, NDC, ATC), physiological signals (EEG, ECG), healthcare datasets (MIMIC-III/IV, eICU, OMOP), or implementing deep learning models for healthcare applications (RETAIN, SafeDrug, Transformer, GNN).
majiayu000/claude-skill-registry 163
-
gestalt-hacking
majiayu000/claude-skill-registry 163
-
bio-tcr-bcr-analysis-immcantation-analysis
Analyze BCR repertoires for somatic hypermutation, clonal lineages, and B cell phylogenetics using the Immcantation framework. Use when studying B cell affinity maturation, germinal center dynamics, or antibody evolution.
majiayu000/claude-skill-registry 163
-
skill
TODO: Brief description of what the Skill does and when to use it
majiayu000/claude-skill-registry 163
-
sop-api-development
Complete REST API development workflow coordinating backend, database, testing, documentation, and DevOps agents. 2-week timeline with TDD approach.
majiayu000/claude-skill-registry 163
-
prompt-builder
Build effective prompts for Claude Code skills. Creates clear, specific, actionable prompts using engineering principles, templates, and validation. Use when creating skill instructions, workflow steps, task operations, or any Claude prompt.
majiayu000/claude-skill-registry 163
-
template-new-skill
Generate a skeleton template for a new Claude Code Skill.
majiayu000/claude-skill-registry 163
-
video-processing
Guide for video analysis and frame-level event detection tasks using OpenCV and similar libraries. This skill should be used when detecting events in videos (jumps, movements, gestures), extracting frames, analyzing motion patterns, or implementing computer vision algorithms on video data. It provides verification strategies and helps avoid common pitfalls in video processing workflows.
majiayu000/claude-skill-registry 163
-
design-scalardb-analytics
ScalarDB Analytics設計エージェント - ScalarDB Analyticsを使用した分析基盤の設計。Apache Sparkベースの分析クエリ、マルチDB横断分析を策定。/design-scalardb-analytics [対象パス] で呼び出し。
majiayu000/claude-skill-registry 163
-
agentuity-cli-cloud-vector-upsert
Add or update vectors in the vector storage. Requires authentication. Use for Agentuity cloud platform operations
majiayu000/claude-skill-registry 163
-
atmel
Atmel/Microchip AVR MPN encoding patterns, suffix decoding, and handler guidance. Use when working with ATmega, ATtiny, SAM, or other Atmel components.
majiayu000/claude-skill-registry 163
-
consistent-ui-under-network-partitions
Maintain UI consistency and graceful degradation during network partitions and partial connectivity.
majiayu000/claude-skill-registry 163
-
staging-validation-phase
Guides manual staging validation before production deployment through smoke tests, critical user flow testing, data migration verification, and rollback capability checks. Use when validating staging deployments, running pre-production tests, or preparing for production promotion in staging-prod deployment model. (project)
majiayu000/claude-skill-registry 163
-
permissions
Use when implementing authorization, access control, RBAC, role-based permissions, guards, policies, row-level security, guest access, or protecting API endpoints. Covers Guard system, roles, permissions, policies, and data filtering.
majiayu000/claude-skill-registry 163
-
10-session-new-150
[10] NEW. Start a NEW session for this project. Use when beginning a fresh task to load AGENTS.md, MEMORY.md, core project context (README), then create a NEW session log and confirm readiness.
majiayu000/claude-skill-registry 163
-
sse-streaming
Implement Server-Sent Events (SSE) for real-time updates with automatic reconnection and heartbeats. Use when building live dashboards, notifications, progress indicators, or any feature needing server-to-client push.
majiayu000/claude-skill-registry 163
-
opioid-mme-calculator
Use when calculating daily morphine milligram equivalents (MME) to assess opioid dose risk, document totals, or support taper planning. Based on CDC conversion factors and safety cautions.
majiayu000/claude-skill-registry 163
-
zod-form-validation
Zod schema validation and React Hook Form integration for TypeScript frontends. This skill should be used when creating forms, defining API schemas, validating form data, implementing type-safe validation, using ZodResolver with React Hook Form, or migrating legacy forms to the Zod + React Hook Form pattern.
majiayu000/claude-skill-registry 163
-
component-quality-validator
Validates that generated skills, agents, and hooks are production-ready before use.
Scores components against quality criteria and grades them A-F.
Triggers: validate component, quality check, production ready, component validation,
skill quality, agent quality, hook quality, phase 6.5
majiayu000/claude-skill-registry 163
-
reddit-ads
Reddit Ads API - campaigns, targeting, conversions, agentic optimization
majiayu000/claude-skill-registry 163
-
idea-allierays-agentic-loop
Brainstorm a feature idea, then generate PRDs for Ralph autonomous execution.
majiayu000/claude-skill-registry 163
-
design-scalardb-analytics
ScalarDB Analytics設計エージェント - ScalarDB Analyticsを使用した分析基盤の設計。Apache Sparkベースの分析クエリ、マルチDB横断分析を策定。/design-scalardb-analytics [対象パス] で呼び出し。
majiayu000/claude-skill-registry 163
-
effect-sql-db-mepuka-crate-92561799
majiayu000/claude-skill-registry 163