Use when optimizing MCP token usage, understanding Tool Search thresholds, or deciding MCP vs skills for token efficiency. For plugin MCP bundling, use plugin-dev:mcp-integration.
Skills in this repository
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Reference for Claude Code Tasks — tool parameters, status lifecycle, dependency management, and conventions
Generate descriptive chat titles from the first message using a fast LLM. Runs as a background workflow step after the main response to avoid delaying the experience.
Extract personal facts about a user from AI chat transcripts and structure into themed markdown files. Use when (1) Processing Claude, Claude Code, or ChatGPT conversation exports, (2) Building personalized AI context from chat history, (3) Creating context…
AI-powered chatbots use language models to provide conversational interfaces for customer support, information retrieval, and task automation. They combine natural language understanding, context mana
OpenAI's conversational AI assistant.
Send prompts to ChatGPT Pro via Playwriter browser automation. Use for cross-validation, second opinions, or leveraging GPT-5.2 Pro's research-grade intelligence.
Send prompts to ChatGPT Pro via Playwriter browser automation. Use for cross-validation, second opinions, or leveraging GPT-5.2 Pro's research-grade intelligence.
Cheapskate Skill
Document citations and RAG (Retrieval-Augmented Generation) patterns for Claude. Activate for source attribution, document grounding, citation extraction, and contextual retrieval.
CJK/Latin weighted token estimation for multilingual LLM pipelines. Use when processing Japanese/Chinese/Korean text with fixed chars-per-token constants.
Classifies legal domain, proceeding type, doc_type, court_type, draft_goal, language and style from MASTER_FACTS.json.
Anthropic Messages API (Claude API) for integrations, streaming, prompt caching, tool use, vision. Use for chatbots, assistants, or encountering rate limits, 429 errors.
Use when Claude Code needs to generate or transform text data in bulk. Try self-generation before API calls on Max plan.
Source text: Japanese
自动从网络收集 Claude Code 的最新使用技巧、功能更新和最佳实践。当用户需要了解 Claude Code 的新功能、使用技巧、高级用法或 Claude Agent SDK 开发时使用此skill。支持本地缓存,避免重复搜索。
Source text: Chinese
Comprehensive cost tracking and optimization for production Claude deployments. Covers Admin API usage tracking, efficiency measurement, ROI calculation, optimization patterns (caching, batching, model selection, context editing, effort parameter), and cost…
Guide for using claude CLI in headless mode with --print, output formats, and JSON schema
將提示詞和程式碼從 Claude Sonnet 4.0、Sonnet 4.5 或 Opus 4.1 遷移至 Opus 4.5。當使用者想要更新其程式碼庫、提示詞或 API 呼叫以使用 Opus 4.5 時使用。處理模型字串更新和針對已知 Opus 4.5 行為差異的提示詞調整。不會遷移 Haiku 4.5。
Source text: Mixed languages
Run a non-interactive Claude Code print-mode call from Codex. Use when the user asks to "claude print", "ask claude", "run claude", "consult claude", or when a Codex Turbo skill needs Claude as an independent peer reviewer.
Anthropic's Claude AI assistant via web interface.
Optimize CLAUDE.md files based on Claude 4 best practices from Anthropic's official documentation. Use when reviewing or improving CLAUDE.md, creating new project instructions, analyzing prompt effectiveness, or applying Claude 4 model-specific optimizations.…
Source text: Japanese
Claude Code CLI commands, flags, headless mode, and automation patterns
Claude Code CLI commands, flags, headless mode, and automation patterns
Invoke Codex CLI for complex coding tasks requiring high reasoning capabilities. Trigger phrases include "use codex", "ask codex", "run codex", "call codex", "codex cli", "GPT-5 reasoning", "OpenAI reasoning", or when users request complex implementation…
Ask OpenAI Codex questions about code to understand implementations, architecture, patterns, and debugging. Use when the user asks how code works, where something is implemented, what patterns are used, or needs to understand existing code. Requires Codex CLI…
Interactive REPL workflows with Codex CLI including session management, multimodal conversations, and automated execution. Use for extended development sessions, debugging, or collaborative problem-solving.
Integrate OpenAI Codex CLI into Claude Code for AI collaboration, code generation, and automated development. Use when working with OpenAI models (GPT-5.2, GPT-5.1-Codex-Max, o3, o4-mini), code refactoring, git workflows, or needing full automation with…
Invoke OpenAI Codex CLI for second-opinion code review, approach validation, and task verification. Use when you need cross-AI validation, a fresh perspective on implementation, or automated code review. Takes 1-10 minutes per request.
OpenAI Codex CLI orchestration for AI-assisted development using gpt-5.2-codex model. Capabilities: code generation, refactoring, automated editing, parallel task execution, session management, code review, architecture analysis, and MCP integration. Actions:…
Run OpenAI Codex CLI for coding tasks and second-opinion audits. Use when a user asks to run/ask/use Codex, says "codex prompt", or wants Claude to delegate a logic/code review to OpenAI models.
Executes tasks using the Codex CLI (`codex`). Automatically determines the least privilege required (Read-Only, Editor, or Autonomous) based on the user's request and handles security approvals.
OpenAI Codex CLI(read-only sandbox)を汎用セカンドオピニオンとして実行する。Use when 設計相談、バグ調査、コードレビュー、文章校閲、セカンドオピニオンが必要な場面。キーワード: codex, codexに聞いて, セカンドオピニオン, 別視点.
Source text: Japanese
Run autonomous task execution using the codex CLI. Use when the user asks to "codex exec", "run codex exec", "execute a task with codex", or "delegate to codex".
Delegiere Aufgaben an OpenAI Codex CLI im Headless-Mode. Nutzt ChatGPT Subscription (KEIN API Key). Nur Workspace-Zugriff, KEIN System-Zugriff. Auto-Accept mit --full-auto. Web-Recherche mit --search.
Source text: German
Get alternative perspectives via OpenAI Codex on complex design decisions, architecture trade-offs, stuck debugging, or approach evaluation.
Source text: Japanese
Force deliberate, evidence-backed, non-generic reasoning for complex engineering work. Use when the user asks for deeper thinking, less generic output, higher specificity, better workflow discipline, monitoring plans, or stronger quality-oriented delivery…
Use when you want Codex to review its own recent history (last N days or specific period) and improve its behavior. Produces minimal, high-signal updates to AGENTS.md and tiny reusable skills. The goal is long-term fluency — Codex gradually becomes better at…
Run OpenAI Codex CLI as a subagent for second opinions, code reviews, and questions. Use when you want a different AI model's perspective.
コーディング用プロンプトを最適化・添削するスキル。 以下の状況で使用: (1) ユーザーが「このプロンプトを改善して」「プロンプトを最適化して」と依頼した時 (2) ユーザーが明示的に「/coding-prompt-optimizer」を実行した時 (3) AI向けプロンプトの品質改善を求められた時
Source text: Japanese
Execute the Joseph Cognitive Baseline v2.1 (JC B-v2.1) 5-Scenario Test Suite to quantify AI alignment, friction maintenance, and protocol adherence.