LLM & Agents
6763 skills in Data & AI > LLM & Agents
ptk-completion
This skill should be used when the user asks about "prompt_toolkit completion", "Completer", "WordCompleter", "FuzzyCompleter", "NestedCompleter", "PathCompleter", "auto-complete", "tab completion", "completion menu", "CompletionsMenu", or needs to implement auto-completion in prompt_toolkit applications.
creating-tech-diagrams
Generates Nano Banana Pro prompts for technical explanation infographics. Use when user mentions "図解作成", "テック図解", or "AI解説図". Requires character image attachment for narrator placement.
router
Intelligent routing layer that analyzes requests and directs them to the most appropriate Skills, Agents, or Commands
docs-generator
Generate hierarchical documentation structures (AGENTS.md, agent.d, and custom docs) for codebases. Use when user asks to create documentation files, analyze codebase for AI agent documentation, set up AI-friendly project documentation, or generate context files for AI coding assistants. Triggers on "create documentation", "generate docs", "analyze codebase for AI", "documentation setup", "hierarchical docs".
artifact-validator
Validate and grade Claude Code Skills, Commands, Subagents, and Hooks for quality and correctness. Check YAML syntax, verify naming conventions, validate required fields, test activation patterns, assess description quality. Generate quality scores using Q = 0.40R + 0.30C + 0.20S + 0.10E framework with specific improvement recommendations. Use when validating artifacts, checking quality, troubleshooting activation issues, or ensuring artifact correctness before deployment.
defense-implementation
Implement mitigations, create input filters, design output guards, and build defensive prompting for LLM security
offline-first
Local storage, data sync, and conflict resolution for offline-capable apps.
browser-tools
A standalone Chrome helper. It launches/inspects DevTools-enabled Chrome profiles, pastes prompts, captures screenshots, and kills stray helper processes.
mentorship
PROACTIVELY invoke this skill when the user asks "how does this work?", "explain this", or seems confused by a concept. Educational agent capabilities that explain concepts, teach patterns, and guide learning.
using-claude-code-cli
Invoke Claude Code CLI from Python orchestrators and shell scripts. Use when asked to "spawn claude as subprocess", "automate claude cli", "run claude headless", "configure --allowedTools", "set up claude hooks", or "parallel claude invocation". Covers permissions, directory access (--add-dir), hooks, sandbox mode, and async patterns.
ref-tracker
Use this skill if /track:init is called OR you notice the project contains tracking files (CLAUDE_SOURCES.md or CLAUDE_PROMPTS.md). Automatically tracks research sources and major prompts when enabled. Checks ./.claude/.ref-autotrack marker file for activation status and ./.claude/.ref-config for verbosity settings. Appends to CLAUDE_SOURCES.md (WebSearch/WebFetch) and CLAUDE_PROMPTS.md (major requests) using [User]/[Claude] attribution.
rag
Use when building Retrieval-Augmented Generation systems - covers document ingestion, hybrid search retrieval, reranking results, and prompt augmentation for accurate LLM responses grounded in your knowledge base
skill-creator
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.
control panel
Creates a control panel that allows runtime modification of values. When Claude needs to expose controls for the user to adjust variables and values.
searching-chat-history
Search and reference past conversations, plans, and insights from previous Claude Code sessions. Use when user references past chats, previous sessions, or invokes /remind-yourself.
create-progress-log
작업 진행 로그를 기록하는 claude-progress.txt 파일을 생성하고 관리합니다. 최근 3개 작업 내역을 유지합니다.
attack-methods-lookup
Looks up OWASP Top 10 attack methods, CWE references, and form-specific vulnerability patterns with a bounty hunter mindset. Returns attack vectors, payloads, and payout estimates. Use when user asks about "XSS", "SQL injection", "CSRF", "OWASP", "CWE", "IDOR", "injection", "bypass", "vulnerability", "exploit", "SQLインジェクション", "クロスサイトスクリプティング", "脆弱性".
codex-advisor
Get a second opinion from OpenAI Codex CLI for plan reviews, code reviews, architecture decisions, and hard problems. Use when you need external validation, want to compare approaches, or are stuck on a difficult problem.
Agent Design 2
This skill should be used when the user asks to "configure agent profile", "add skills to agent", "set up MCP servers", "configure agent tools", "write system prompt", "create agent workflow", "define agent commands", "add subagents", or needs to define what capabilities an agent has and how to orchestrate complex workflows in the runtime.
supabase-mcp-integration
Comprehensive Supabase integration covering authentication, database operations, realtime subscriptions, storage, and MCP server patterns for building production-ready backends with PostgreSQL, Auth, and real-time capabilities