Deep Learning

Codebase search and context retrieval for any programming language. Hybrid semantic/lexical search with neural reranking. Use for code lookup, finding implementations, understanding codebases, Q&A grounded in source code, and persistent memory across sessions.

Memory cleanup and organization skill for AI employees. Provides guidelines for detecting duplicates, fixing misclassified files, and removing stale information from memory storage.

Core principles and project structure for React 19 SPA development. Covers stack overview, project organization, agent execution rules, and authoritative sources. Use when planning new projects, onboarding, or reviewing architectural decisions.

Retrieve and utilize stored memories for AI employees in Slack environments. Efficiently searches and loads relevant context (channels, users, projects, decisions, meetings) from organized memory storage to inform responses. Use this when answering questions that require historical context, user preferences, project status, or any previously stored information. Works with slack-memory-store storage system.

Comprehensive memory storage system for AI employees in IT companies who communicate via Slack. Automatically classifies and stores diverse information types (Slack messages, Confluence docs, emails, meetings, projects, decisions, feedback) in an organized folder structure with efficient indexing and retrieval. Use when managing or searching employee memory, storing conversations, documenting decisions, tracking projects, or organizing any work-related information.

⚡ PRIMARY TOOL for: 'what's the architecture', 'system design', 'how are layers organized', 'find design patterns', 'audit structure', 'map dependencies'. Uses claudemem v0.3.0 AST structural analysis with PageRank. GREP/FIND/GLOB ARE FORBIDDEN.

Apply test pyramid principles, coverage targets, and framework-specific patterns. Use when designing test suites, reviewing test coverage, or implementing tests. Covers Jest, Pytest, and common testing frameworks with naming conventions and organization patterns.

Build authentication systems for TypeScript/Cloudflare Workers with social auth, 2FA, passkeys, organizations, RBAC, OAuth 2.1 provider, and 15+ plugins. Self-hosted alternative to Clerk/Auth.js. IMPORTANT: Requires Drizzle ORM or Kysely for D1 - no direct D1 adapter. Workers require nodejs_compat flag. v1.4.10 adds OAuth 2.1 Provider (MCP deprecated), Bearer tokens, Google One Tap, SCIM, Anonymous auth, rate limiting, Patreon/Kick/Vercel providers. Use when: self-hosting auth on Cloudflare D1, building OAuth provider for MCP servers, multi-tenant SaaS, admin dashboards, API key auth, guest users, or troubleshooting D1 adapter errors, session caching, rate limits, database hooks.

Progressive disclosure guide to TabzChrome capabilities. This skill should be used when users ask about profiles, terminal management, browser automation, MCP tools, audio/TTS notifications, integration, debugging, API, or setup. Provides on-demand help organized by topic with references to detailed documentation.

Generate custom Claude Code slash commands through intelligent 5-7 question flow. Creates powerful commands for business research, content analysis, healthcare compliance, API integration, documentation automation, and workflow optimization. Outputs organized commands to generated-commands/ with validation and installation guidance.

Cleans up and organizes project files. Use when user mentions '整理', 'cleanup', 'アーカイブ', 'archive', '肥大化', 'Plans.md', 'session-log', or asks to clean up old tasks, archive completed items, or organize files. Do NOT load for: 実装作業, レビュー, 新機能開発, デプロイ.

Comprehensive guide for initializing or reorganizing agent memory and project context. Use when setting up a new project, when the user asks you to learn about the codebase, or when you need to create effective memory blocks for project conventions, preferences, and workflows.

Guides Claude in creating well-structured SKILL.md files following best practices. Provides clear guidelines for naming, structure, and content organization to make skills easy to discover and execute.

Generic template patterns and lifecycle stages for knowledge storage, configuration management, and structured documentation. Triggers: storage templates, lifecycle stages, maturity progression, naming conventions, knowledge storage, configuration templates, documentation patterns Use when: organizing knowledge storage, managing configuration lifecycle, creating structured documentation, establishing naming conventions DO NOT use when: simple storage without lifecycle or structure needs. Consult this skill when designing storage and documentation systems.

Design and construct virtual memory palaces for spatial knowledge organization using mnemonic techniques. Triggers: memory palace, spatial organization, mnemonic, knowledge architecture, domain mapping, layout design, memory structure, recall enhancement Use when: creating new memory palace structures, organizing complex domains, designing spatial layouts for knowledge retention DO NOT use when: quick knowledge search - use knowledge-locator instead. DO NOT use when: session-specific context - use session-palace-builder. Consult this skill when designing permanent memory palace structures.

Creates syntactically correct mermaid diagrams (flowchart, sequenceDiagram, classDiagram, stateDiagram, erDiagram, gantt, mindmap) following official specifications. Prevents common errors like special characters in labels, subgraph syntax, note misuse, and reserved words. Use when creating or editing mermaid diagrams in documentation or design files.

Write consistent, maintainable CSS following the project's methodology (Tailwind, BEM, utility classes, CSS modules) with design system adherence and performance optimization. Use this skill when writing or modifying styles, CSS files, utility classes, CSS-in-JS, styled components, or any styling code. Apply when working with .css, .scss, .module.css files, Tailwind utility classes, styled-components, CSS modules, design tokens (colors, spacing, typography), framework-specific styling approaches, optimizing CSS for production, implementing CSS purging or tree-shaking, or avoiding style overrides. Use for any task involving visual styling, layout styling, design system implementation, or CSS organization.

Follow consistent project structure, clear documentation, version control best practices, environment configuration, dependency management, code review processes, and feature flag usage for maintainable team development. Use this skill when organizing project files and directories, writing or updating documentation (README files, architecture docs, contribution guidelines), managing dependencies (package.json, requirements.txt, Gemfile), configuring environment variables, implementing feature flags, writing commit messages, creating pull/merge requests, or establishing team development workflows. Apply when setting up project structure, documenting setup instructions, managing configuration files, maintaining changelogs, or implementing development conventions. Use for any task involving project organization, team collaboration standards, or development workflow best practices.

Write clean, consistent code following naming conventions, automated formatting, DRY principles, small focused functions, and meaningful variable names across all languages and files. Use this skill when writing or modifying any code file in any language or framework. Apply when naming variables, functions, classes, or files, when refactoring code to remove duplication, when breaking down large functions into smaller focused ones, when cleaning up dead code or unused imports, when ensuring consistent indentation and formatting, when choosing descriptive names over abbreviations, or when following the project's linting and formatting rules (ESLint, Prettier, RuboCop, Black, etc.). Use for any task involving code organization, readability, maintainability, or style consistency across the codebase.

Standards and guidelines for organizing, structuring, and maintaining documentation in the PRPM repository - ensures consistency across user docs, development docs, and internal references