提示词
提示词工程与模板
skill-vetter
app-incubator-xyz
"Multi-scanner security gate. TRIGGER when: user mentions installing, adding, or reviewing a skill to Claude Code, OpenClaw, or any other AI agent. Detects malicious code, vulnerabilities, and suspicious patterns."
youtube-ai-digest
yizhiyanhua-ai
Browse AI-related YouTube videos from subscribed channels, fetch transcripts, and generate Chinese summaries as Markdown digests. TRIGGER when user says "find AI videos", "AI news today", "YouTube AI summary", "summarize youtube", "AI video digest", "youtube ai digest", or wants to stay updated on AI trends. 也适用于中文触发："找 AI 视频"、"看看最近有什么 AI 新闻"、"帮我整理 AI 视频"、 "今天有什么 AI 内容"、"AI 视频摘要"、"AI 播客"。
codestyle
itxaiohanglover
Code template search and generation tool. Auto-initializes on first use. Use when: 1. search/get - user needs code templates, "检索模板", "search template" 2. generate - user wants to create template from code/file/repo/url, "生成模板" 3. upload - user has prepared template files, "上传模板" Requirements: JDK 17+, Git (for first-time setup)
prompt-engineering
lv416e
"Use when designing, testing, or deploying LLM prompts for applications - systematic prompt design methodology (pattern selection, structured output, evaluation, versioning) ensuring every prompt is tested against ground truth before production LLMプロンプトの設計、テスト、デプロイ時に使用 - 体系的なプロンプト設計手法（パターン選択、構造化出力、評価、バージョン管理）により、すべてのプロンプトが本番前にグランドトゥルースに対してテスト済みであることを保証"
hiring-helper
dazuck
Screen job candidates using AI-powered evaluation. Use when asked to "screen candidates", "review applicants", "evaluate candidates", or when reviewing resumes and applications.
prompt-improver
dazuck
Transform any rough prompt, task description, or job into an optimized AI instruction prompt. Use when users ask to "improve this prompt", "make this better for an AI", "optimize this for Claude/GPT", or provide raw instructions that need refinement into a well-structured prompt following best practices.
personalize-skills
dazuck
Customize Operator Skills for your environment. Use when first installing skills or when you want to update your personal values.
altinity-expert-clickhouse-connection
Altinity
Should be used when doing clickhouse analysis and diagnostics review before any altinity-expert-clickhouse skill to test clickhouse connection and set general rules
coach
dazuck
Expert advisor and thinking partner for strategic situations. Rapidly develops domain expertise, identifies knowledge gaps, and provides radically candid coaching to accelerate learning and decision-making.
tinker-training-cost
M4n5ter
Calculate training costs for Tinker fine-tuning jobs. Use when estimating costs for Tinker LLM training, counting tokens in datasets, or comparing Tinker model training prices. Tokenizes datasets using the correct model tokenizer and provides accurate cost estimates.
hooks
BenjaminG
Create and manage Claude Code hooks for automating workflows, validating inputs, and customizing behavior. Use when users request to create hooks, set up automation for tool usage (PreToolUse, PostToolUse), add session context (SessionStart), validate prompts (UserPromptSubmit), control stopping behavior (Stop, SubagentStop), or configure permission handling (PermissionRequest).
claude-prompting
duyet
Prompt engineering guidance for Claude (Anthropic) model. Use when crafting prompts for Claude to leverage XML-style tags, long-context capabilities, extended thinking, and strong instruction following.
langsmith-observability
L-yifan
LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating model outputs against datasets, monitoring production systems, or building systematic testing pipelines for AI applications.
humanizer-zh
unix2dos
去除文本中的 AI 生成痕迹。适用于编辑或审阅文本，使其听起来更自然、更像人类书写。 基于维基百科的"AI 写作特征"综合指南。检测并修复以下模式：夸大的象征意义、 宣传性语言、以 -ing 结尾的肤浅分析、模糊的归因、破折号过度使用、三段式法则、 AI 词汇、否定式排比、过多的连接性短语。
grok-prompting
duyet
Prompt engineering guidance for Grok (xAI) model. Use when crafting prompts for Grok to leverage its conversational style, real-time knowledge access, and less-constrained responses.
ralph-loop
BenjaminG
Create autonomous iterative loops (Ralph Wiggum pattern) for multi-step tasks. Use when setting up automated workflows that iterate over a backlog of tasks with clear acceptance criteria. Triggers on requests like "create a ralph loop", "set up an iterative agent", "automate this migration", or "create an autonomous loop".
grey-haven-skill-creator
greyhaven-ai
"Guide for creating effective skills that extend Claude's capabilities. Use when users want to create a new skill, update an existing skill, or need guidance on skill structure and best practices. Triggers: 'create skill', 'new skill', 'skill template', 'build skill', 'skill structure', 'skill design'."
grey-haven-llm-project-development
greyhaven-ai
"Build LLM-powered applications and pipelines using proven methodology - task-model fit analysis, pipeline architecture, structured outputs, file-based state, and cost estimation. Use when building AI features, data processing pipelines, agents, or any LLM-integrated system. Inspired by Karpathy's methodology and production case studies."
Claude Code Plugins Quick Reference
bfollington
Test: claude --plugin-dir ./my-plugin
skill-management
bfollington
Create, update, and manage Claude Code skills. Use when working with SKILL.md files, slash commands, or extending Claude's capabilities.
ai-agent-prd
okwinds
"Write comprehensive PRDs for AI Agent products—covering agent identity, capability architecture (skills, tools, memory, RAG, workflows), behavior specifications, safety guardrails, and evaluation frameworks. Use when: designing conversational agents, autonomous agents, copilots, multi-agent systems, or any LLM-powered agentic application. Triggers: 'AI agent PRD', 'agent product requirements', 'design AI agent', 'agent capability spec', 'LLM agent requirements', '智能体PRD', '智能体需求文档', '对话机器人PRD', '多智能体系统需求'. Anti-triggers: '传统PRD（非智能体）', '只润色提示词/只写Prompt', '只写用户故事/验收标准但不涉及工具调用、记忆或RAG'."
skill-create-flow
okwinds
Create new high-quality agent skills with a standalone, repeatable workflow (no dependency on other skills). Use when you want to go from a vague skill idea → narrow scope → extract expert frameworks → write SKILL.md + examples/evals/index/changelog artifacts → self-validate with test prompts.
loopback
okwinds
"Loopback 迭代开发循环 - 基于 Ralph Loop 思想实现的 Codex 版本。用于创建自引用的迭代开发循环，让 AI 在多次迭代中逐步改进代码，直到任务完成。Use when: (1) 需要多次迭代改进的任务, (2) 复杂功能需要分步实现, (3) 需要自我修正的代码生成, (4) 迭代优化已有代码."
dayapp-mobile-push
okwinds
Send a critical mobile push through Day.app (Bark) with one GET request. Use when a task finishes, fails, is blocked, or needs immediate alerting, and you should summarize task name and summary from current task context before sending.