Claude Skills by majiayu000

Run ralph-tui task loops for automated PRD execution. Covers headless mode, PRD preparation, agent selection (opencode/claude), session management, and troubleshooting. Use when asked to "run ralph-tui", "execute PRD tasks", or "start a ralph session".

AI agent loop orchestrator for autonomous task execution - coding, content, any multi-step work

Ralph Wiggum: Project Manager — Continuous ticket consumption, code review, and work generation loop. Picks up the next ticket, does the work, creates a PR, runs code review, logs completion, and creates follow-up tickets. Use when asked to start the loop, consume tickets, or grind through work.

Autonomous task completion loop with PRD tracking and LLM memory

Autonomous TDD development loop with parallel agent swarm, category evolution, and convergence detection. Use when running autonomous game development, quality improvement loops, or comprehensive codebase reviews.

Next-generation autonomous development orchestrator with cognitive feedback loops. Executes complex multi-step features from PRDs through iterative agent sessions with quality verification, context synthesis, and recursive learning. Use when implementing features that require multiple stories, exceed single context windows, or need autonomous execution with quality guarantees. Replaces manual iteration with intelligent orchestration.

Autonomous AI coding orchestration using the Ralph Wiggum technique and Ralphy CLI. This skill should be used when running AI agents in continuous loops until tasks complete, orchestrating multi-task development with PRD/YAML files, configuring parallel agent execution, or implementing the Ralph Wiggum autonomous development methodology. Triggers on mentions of ralphy, ralph, autonomous loops, PRD-driven development, or multi-agent orchestration.

專責處理 RIF (Required Behavior Frame) 類型的需求。讀取規格目錄結構，生成/審查 Event Handler 設計與實作。支援冪等性、重試、死信佇列。

Classify any user request into a structured format for prompt generation. Use this skill whenever you need to understand what type of task a request represents, determine complexity, decide whether planning is needed, or route a request to the right skills and agent strategy. Trigger on: any request that needs to be analyzed before generating a Claude Code prompt, when someone says 'classify this', 'what kind of task is this', when the prompt-generator or prompt-router skills need input class...

Research agent for external documentation, best practices, and library APIs via MCP tools

Risk management and constitutional compliance specialist. Ensures all trading decisions comply with constitutional limits and manages portfolio risk. Integrates Constitution Article 4 (Risk Management).

Builds AI agents using OpenAI Agents SDK with async/await patterns and multi-agent orchestration. Use when creating tutoring agents, building agent handoffs, implementing tool-calling agents, or orchestrating multiple specialists. Covers Agent class, Runner patterns, function tools, guardrails, and streaming responses. NOT when using raw OpenAI API without SDK or other agent frameworks like LangChain.

Builds AI agents using OpenAI Agents SDK with async/await patterns and multi-agent orchestration. Use when creating tutoring agents, building agent handoffs, implementing tool-calling agents, or orchestrating multiple specialists. Covers Agent class, Runner patterns, function tools, guardrails, and streaming responses. NOT when using raw OpenAI API without SDK or other agent frameworks like LangChain.

Builds AI agents using OpenAI Agents SDK with async/await patterns and multi-agent orchestration. Use when creating tutoring agents, building agent handoffs, implementing tool-calling agents, or orchestrating multiple specialists. Covers Agent class, Runner patterns, function tools, guardrails, and streaming responses. NOT when using raw OpenAI API without SDK or other agent frameworks like LangChain.

Builds AI agents using OpenAI Agents SDK with async/await patterns and multi-agent orchestration. Use when creating tutoring agents, building agent handoffs, implementing tool-calling agents, or orchestrating multiple specialists. Covers Agent class, Runner patterns, function tools, guardrails, and streaming responses. NOT when using raw OpenAI API without SDK or other agent frameworks like LangChain.

Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Use this skill when conducting multi-step biomedical research including CRISPR screening design, single-cell RNA-seq analysis, ADMET prediction, GWAS interpretation, rare disease diagnosis, or lab protocol optimization. Leverages LLM reasoning with code execution and integrated biomedical databases.

Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Use this skill when conducting multi-step biomedical research including CRISPR screening design, single-cell RNA-seq analysis, ADMET prediction, GWAS interpretation, rare disease diagnosis, or lab protocol optimization. Leverages LLM reasoning with code execution and integrated biomedical databases.

Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill should be used when generating research ideas from datasets, developing research methodologies, executing computational experiments, performing literature searches, or generating publication-ready papers in LaTeX format. Supports end-to-end research pipelines with customizable agent orchestration.

Autonomous fix-verify workflow for Script Kit GPUI. Use when fixing bugs, making changes, or completing tasks. Covers the mandatory build-test-verify loop, logging modes, and session completion protocol.

Autonomous skill creator for Claude Code CLI. Uses multi-phase orchestrated workflow with Task tool subagents to research domains, design architecture, generate content, and validate quality. Creates production-ready skills following Anthropic's Agent Skills specification.

Darwin Gödel Machine patterns for self-improving AI agents with open-ended

Core behavioral guidelines and interaction patterns for the agent. This skill provides the foundation for how the agent should communicate and behave across all interactions. Use this skill to establish consistent behavior patterns at the beginning of a session. The skill defines tone, proactivity level, and request handling strategies that should be applied throughout the session. THIS SKILL HAS HIGH PRIORITY - always load at session start and re-trigger periodically to avoid behavioral drif...

Universal init prompt — every agent spawned into an AgentOps repo runs `ao session bootstrap` first.

Autonomous pipeline monitor using sense-think-act loop. Watches snakemake/nextflow jobs, detects errors, applies fixes from memory, restarts on failure.

Sibyl Codex 独立第三方审查 - 使用 OpenAI Codex 提供不同 AI 视角的评审

Sibyl Codex 写作 agent - 使用 Codex (GPT-5) 撰写论文

Sibyl 比较分析者 agent - 对标 SOTA 和同类工作，定位结果贡献

Sibyl 反对者 agent - 挑战主流假设，寻找反面证据和盲点

Sibyl 批评者 agent - 苛刻但公正的学术批评

Sibyl 编辑 agent - 整合论文各章节为完整稿件

Sibyl 实验执行 agent - 编写代码并在远程 GPU 上执行实验

Sibyl 终审 agent - NeurIPS/ICML 级别的论文终审

Sibyl pilot 验证决策 agent - 根据小实验结果决定 ADVANCE / REFINE / PIVOT

Sibyl 创新者 agent - 大胆的跨领域创新研究提案生成

Sibyl 跨学科者 agent - 从认知科学、物理、生物等领域引入类比和方法

Sibyl 飞书同步 agent - 将研究数据同步到飞书云空间

Sibyl LaTeX 排版 agent - 将论文转为 NeurIPS LaTeX 格式并编译

Sibyl 文献调研 agent - 使用 arXiv + Web 双源搜索进行系统性文献调研

Sibyl 乐观分析者 agent - 从积极角度分析实验结果

Sibyl 大纲撰写 agent - 生成论文详细大纲

Sibyl 实验规划 agent - 设计严谨可复现的实验方案

Sibyl 实用主义者 agent - 注重工程可行性的研究提案生成

Sibyl 反思 agent - 分析迭代产出，分类问题，生成改进计划

Sibyl 结果辩论综合者 agent - 综合6方结果分析形成统一判断和行动计划

Sibyl 修正主义者 agent - 基于实验结果反思假设，提出修正方向

Sibyl 章节评审 agent - 评审论文特定章节

Sibyl 章节撰写 agent - 撰写论文特定章节

Sibyl 自愈 agent - 后台自动检测修复系统错误，添加回归测试，git commit 留痕

Sibyl 顺序写作 agent - 按章节顺序写作，确保整体行文一致性

Sibyl 服务器端实验 agent - 在远程服务器上使用 Codex/Claude 本地执行实验