Browse 138,453 skills across 70 categories. Mirrored from majiayu000/claude-skill-registry.
Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining mac...
SHAP-based model explainability skill for feature attribution, summary plots, and interaction analysis.
Plan the UX and UI for a feature before writing code. Runs a structured discovery interview, then produces a design brie...
Plan the UX and UI for a feature before writing code. Run a structured discovery interview, then produce a design brief...
Decide HOW before building. Shape works dimension by dimension — each aspect that needs a HOW decision gets expert-infor...
AI-native session continuity through shape anchors rather than linear logs. Use when beginning a session to orient from...
Research and gather requirements for a new feature spec. Use when you have a feature idea and need to understand scope,...
description: Experto en metodología Shape Up de Basecamp
Escape the build trap and endless backlogs. Use Basecamp's methodology to ship meaningful work in 6-week cycles with fix...
Shape work using the Shape Up methodology (Ryan Singer, Basecamp). Walk through the 4-step shaping process to create pit...
Computational geometry with Shapely - create geometries, boolean operations, measurements, predicates
Golden path /shape — consolidate journey patterns across canvases and file gap issues.
Use this methodology when collaboratively shaping a solution with the user - iterating on problem definition (requiremen...
Use after brainstorming to apply vanilla-rails patterns to a feature, producing structured handoff for implementation pl...
List user canvases and shape common patterns into journey definitions. Use when consolidating user research into testabl...
Shape rough ideas into clear, actionable work definitions. Use this skill whenever someone has an unstructured idea that...
Break large documents into smaller, manageable shards with maintained relationships and navigation, improving document u...
シャーディング対応のコードを書く際に使用。user_idベースのhash sharding、テーブル分割、クロスシャードクエリ、Repository実装時に自動適用。シャーディング、分散DB、テーブル分割、クロスDBクエリを扱う場合に使用。
Horizontal scaling patterns for multi-tenant databases. Covers shard key selection, consistent hashing, and shard manage...
Create and manage MotherDuck data shares for zero-copy data distribution. Use when sharing databases with team members,...
Creates a private Gist containing the current Claude Code conversation.
AI-powered digital share of shelf analysis skill. Measures brand visibility within product categories, benchmarks agains...
Format an implementation plan into a GitHub issue using collapsible <details><summary> sections. The issue stays scannab...
Use when sharing an implementation plan to a GitHub issue. Formats plans with collapsible details sections so issues are...
Share Droid sessions as GitHub gists. Use when asked to "share session", "export session to gist", or "create gist from...
Convert and share Claude Code conversation sessions as readable markdown files. Use when user wants to share a session t...
Automatically share skills, migrate local skills to code repositories, open source skills, skill version management, con...
Push a local skill to the Notion skills database. Load when user mentions "share skill", "export skill", "push to notion...
This skill should be used when the user asks to "share this session", "upload transcript", "create gist", "share convers...
Expert in consent to share transfer agreements where tenant's ownership changes but the corporate tenant remains the sam...
This skill provides reusable modules and patterns shared across all pensive review skills.
Shared reference documents for multi-agent skills (not directly invocable)
DO NOT use directly: this skill is infrastructure for other imbue skills. This skill provides shared patterns consumed b...
Shared utilities and constants for scribe plugin skills. This module provides common patterns, word lists, and utiliti...
Create and manage Architecture Decision Records (ADRs) to document significant technical decisions.
Provides guidelines for using keys, schemas, and types from the shared @eridu/api-types package. This skill should be us...
Atomic file update patterns to prevent corruption. Use proactively when writing to any shared file to prevent data loss...
Auxiliary script management rules for Ralph agents. Use proactively when creating helper scripts in .claude/session/.
Brand identity, design tokens, and anti-pattern philosophy shared across all platforms.
Cancel active Ralph loop
Generate CHANGELOG.md from conventional commits with semantic versioning.
Docker containerization patterns for Node.js/TypeScript development and production
Context window auto-reset procedures for Ralph agents. Use when context fills up during long tasks.
Context window auto-reset procedures for Ralph agents. Use when context approaches 70% capacity during long tasks. Use p...
Project-wide conventions and patterns that apply to all apps/modules. Use when: asking about project structure, coding s...
PM coordinator for both event-driven and single-agent orchestration modes
Core orchestration concepts - session structure, status values, heartbeat, commit format. Single source of truth for all...
Universal safety rules, workflow structure, and update priority for dependency management across all platforms.
Environment variable management with validation, documentation, and .env.example generation.
File read/write permissions for all Ralph agents. Use proactively when unsure about file ownership or write permissions.
Environment configuration, Zod validation
共享层与通信机制模块。当需要定义消息类型、添加共享常量、设计 Extension-Webview 通信协议时使用。涵盖类型定义、消息格式、双向通信模式等。
Shared libraries guidelines for Quantum Skincare's TypeScript shared code (types, validation, utils). Covers type defini...
Process lifecycle management and auxiliary script rules for Ralph agents
Message delivery and processing via bidirectional named pipes in Ralph V2 event-driven mode. Use when connecting agents...
File-based message queues for agent communication. Uses Glob/Read/Write tools - no PowerShell.
Code review patterns, feedback principles. Use when reviewing PRs, implementations, or making approval/rejection decisio...
Nx monorepo build system — workspace configuration, project graph, task pipelines, caching, generators, plugins, and rel...
A skill with a name that might conflict. Use for testing conflict detection.
Standard NFR concerns, output format, and flexibility rules shared across all platforms.
Reusable patterns and templates for skill and hook development.
Use when implementing shared connection pool for multiple services in same application - provides complete setup steps f...
Unified process lifecycle management for all Ralph agents. Use proactively when starting any background process (dev ser...
PM coordinator for single-agent orchestration mode - no polling, handoff-based
Single source of truth for Ralph Orchestra - event-driven architecture, status values, exit conditions. Use when referen...
Handoff protocol for single-agent orchestration mode
Single Ralph iteration with full visibility - learn before going AFK
Routes to appropriate Ralph skills based on agent role and task signals
Worker loop - execute tasks assigned by coordinator
Tech Artist worker loop - execute visual asset tasks assigned by coordinator
Generate comprehensive README.md with project overview, setup instructions, and usage documentation.