Agent skills
Skills you can use with AI coding agents, indexed from public GitHub repositories.
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single-cell-preprocessing-with-omicverse
Walk through omicverse's single-cell preprocessing tutorials to QC PBMC3k data, normalise counts, detect HVGs, and run PCA/embedding pipelines on CPU, CPU–GPU mixed, or GPU stacks.
majiayu000/claude-skill-registry 163
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vs-coverage-check
检查每个US是否有对应的VS，生成覆盖率报告和修复建议。当设计文档创建后、CONSTRAINT验收前使用，避免US→VS覆盖率<100%导致验收失败。
majiayu000/claude-skill-registry 163
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Skill Builder
Create new Claude Code Skills with proper YAML frontmatter, progressive disclosure structure, and complete directory organization. Use when you need to build custom skills for specific workflows, generate skill templates, or understand the Claude Skills specification.
majiayu000/claude-skill-registry 163
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event-detection-temporal-intelligence-expert
Expert in temporal event detection, spatio-temporal clustering (ST-DBSCAN), and photo context understanding. Use for detecting photo events, clustering by time/location, shareability prediction, place recognition, event significance scoring, and life event detection. Activate on 'event detection', 'temporal clustering', 'ST-DBSCAN', 'spatio-temporal', 'shareability prediction', 'place recognition', 'life events', 'photo events', 'temporal diversity'. NOT for individual photo aesthetic quality (use photo-composition-critic), color palette analysis (use color-theory-palette-harmony-expert), face recognition implementation (use photo-content-recognition-curation-expert), or basic EXIF timestamp extraction.
majiayu000/claude-skill-registry 163
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curator
Autonomous curator for Source Library. Discover, evaluate, and import historical texts from digital archives (Archive.org, Gallica, MDZ). Use for acquisition sessions, collection gap analysis, or building thematic batches of Western esoteric tradition texts.
majiayu000/claude-skill-registry 163
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effect-collections-datastructs
Value-based data structures (Data.struct, tuple, array) and high-performance collections (Chunk, HashSet). Use for safe comparisons and pipelines.
majiayu000/claude-skill-registry 163
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evaluate-against-architecture-principles
Use when user references architecture principles, at start of fresh conversation with design work, before creating any requirements/design/implementation documents, or when reviewing for compliance - grounds problem framing and solution making in all 9 principle categories using citation-manager to extract full context
majiayu000/claude-skill-registry 163
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integrating-wpf-media
Integrates multimedia content in WPF including MediaElement video/audio playback, Image control display, and SoundPlayerAction effects. Use when building media players, galleries, or multimedia UIs.
majiayu000/claude-skill-registry 163
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information-architecture
Design information architecture - site structure, navigation, card sorting, tree testing, taxonomy, labeling systems, and findability.
majiayu000/claude-skill-registry 163
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bio-pileup-generation
Generate pileup data for variant calling using samtools mpileup and pysam. Use when preparing data for variant calling, analyzing per-position read data, or calculating allele frequencies.
majiayu000/claude-skill-registry 163
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offerpad
Sell your home quickly with Offerpad's iBuyer service.
majiayu000/claude-skill-registry 163
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test-mcp-wildcard
Test if MCP wildcards work in allowed-tools
majiayu000/claude-skill-registry 163
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react-18-compiler-assisted-optimization
Leverage compiler-level optimizations to minimize re-renders and improve scheduling efficiency.
majiayu000/claude-skill-registry 163
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gflownet
Bengio's GFlowNets: Generative Flow Networks that sample proportionally to reward. Diversity over maximization for causal discovery and molecule design.
majiayu000/claude-skill-registry 163
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unity-developer
Build Unity games with optimized C# scripts, efficient rendering, and proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and cross-platform deployment. Handles gameplay systems, UI implementation, and platform optimization. Use PROACTIVELY for Unity performance issues, game mechanics, or cross-platform builds.
majiayu000/claude-skill-registry 163
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message-queues
Message queue patterns with RabbitMQ, Redis Streams, and Kafka. Use when implementing async communication, pub/sub systems, event-driven microservices, or reliable message delivery.
majiayu000/claude-skill-registry 163
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appstore-readiness
Expert iOS App Store submission and approval system. 9 specialized agents providing senior App Review Team-level expertise across compliance, design, privacy, monetization, metadata, technical requirements, timing, rejection recovery, and learning. Triggers on keywords like app store, iOS submission, apple review, app rejection, aso, privacy manifest, privacy labels, ATT, iap, in-app purchase, subscription, storekit, review guidelines, HIG, testflight, app store connect.
majiayu000/claude-skill-registry 163
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appconfig-system
Expert guidance for working with the AppConfig runtime configuration system in squareone. Use this skill when implementing configuration loading, working with YAML config files, setting up new pages that need configuration, troubleshooting config hydration issues, or migrating from next/config patterns. Covers server-side loadAppConfig(), client-side useAppConfig(), MDX content loading, Sentry configuration injection, and Kubernetes ConfigMap patterns.
majiayu000/claude-skill-registry 163
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worktree-operations
Guide for working within git worktrees in the Orient monorepo. Use this skill when you detect you're working in a worktree (path contains "skill-worktrees", "app-worktrees", or is outside the main project directory), when asked to "set up worktree", "install dependencies in worktree", "build in worktree", "merge worktree", or when troubleshooting worktree-specific issues. Covers pnpm/turbo commands, environment setup, git workflows (merging, conflict resolution, cleanup), and common worktree pitfalls.
majiayu000/claude-skill-registry 163
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astroflare
Astro x Tailwind v4 projects on Cloudflare Workers. Use when working with Astro projects deployed to Cloudflare.
majiayu000/claude-skill-registry 163
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chrome-automation
Chrome 浏览器自动化操作。当用户需要自动化浏览器操作、网页测试、数据抓取或 UI 自动化时使用此技能。
majiayu000/claude-skill-registry 163
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generic-static-design-system
Complete design system reference for static HTML/CSS/JS sites. Covers colors, typography, component patterns, animations, and accessibility. Use when implementing UI, choosing colors, or ensuring brand consistency.
majiayu000/claude-skill-registry 163
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gamification-marketing
Design gamified marketing campaigns using points, badges, leaderboards, streaks, challenges. Use for loyalty programs, referral campaigns, onboarding flows, engagement boosts, email gamification. Provides mechanics selection, psychology alignment, strategy docs, templates, KPIs.
majiayu000/claude-skill-registry 163
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skill-creator
Creates new AI agent skills following the Agent Skills spec. Trigger: When user asks to create a new skill, add agent instructions, or document patterns for AI.
majiayu000/claude-skill-registry 163