提示词
提示词工程与模板
ask-effective-llm-coder
NavanithanS
Best practices for LLM-assisted coding. Declarative workflows, simplicity, tenacity.
llm-eval-designer
CAPHTECH
LLM生成システムの検証設計スキル。assay-kitフレームワークを活用し、LLM特有の失敗モード（幻覚、例への過学習、部分的処理）を考慮した総合的なテストケース設計を支援する。 使用タイミング: - LLMベースのワークフロー/エージェントの評価設計時 - ゴールデンデータセット（golden-dataset.yaml）の設計・拡張時 - 既存テストが特定パターンに過学習していないか検証時 - LLM出力の品質スコアラー設計時 - 「なぜこのテストケースが必要か」の根拠を示す時
topic-collector
zephyrwang6
AI热点采集工具。从Twitter/X、Product Hunt、Reddit、Hacker News、博客等采集AI相关热点内容。当用户说"开始今日选题"、"采集热点"、"看看今天有什么新闻"、"今日AI热点"时触发。聚焦领域：Vibe Coding、Claude Skill、AI知识管理、AI模型更新、AI新产品、海外热点。
agent-sdk
rysweet
Comprehensive knowledge of Claude Agent SDK architecture, tools, hooks, skills, and production patterns. Auto-activates for agent building, SDK integration, tool design, and MCP server tasks.
context-management
rysweet
Proactive context window management via token monitoring, intelligent extraction, and selective rehydration. Features predictive budget monitoring, context health indicators, and priority-based retention. Use when approaching token limits or needing to preserve essential context. Complements /transcripts and PreCompact hook with proactive optimization.
map-generator
nicmarti
Génère des prompts enrichis pour cartes 2D fantasy avec validation world-keeper. Permet de créer des cartes de villes, régions, donjons et combats tactiques cohérents avec l'univers BFRPG.
video-generation
michaelboeding
Use this skill for AI video generation. Triggers include: "generate video", "create video", "make video", "animate", "text to video", "video from image", "video of", "animate image", "bring to life", "make it move", "add motion", "video with audio", "video with dialogue" Supports text-to-video, image-to-video, video with dialogue/audio using Google Veo 3.1 (default) or OpenAI Sora.
agent-output-reconciler
WenyuChiou
Use when multiple agents have completed a round and the user asks to reconcile outputs, compare Codex and Gemini, synthesize run results, identify conflicts, or decide what should be retried.
music-generation
michaelboeding
Use this skill for AI music generation. Triggers include: "generate music", "create a song", "make music", "compose", "create a beat", "generate audio", "make a soundtrack", "create a jingle", "instrumental music", "background music", "lo-fi beats", "electronic music" Supports vocals (Suno/Udio) and instrumental-only (Google Lyria).
agent-debate
WenyuChiou
Use when a consequential decision needs adversarial review, opposing agent arguments, a second opinion via debate, or explicit trade-off analysis before implementation.
image-generation
michaelboeding
Use this skill for any image-related AI generation or editing task. Triggers include: GENERATE: "generate image", "create image", "make picture", "draw", "visualize", "image of", "create art", "generate art" EDIT: "edit image", "modify image", "change image", "update image", "fix image", "enhance image" ADD/REMOVE: "add to image", "put in image", "remove from image", "delete from image", "add element" STYLE: "style transfer", "make it look like", "convert style", "apply style", "in the style of" PRODUCT: "product photo", "product placement", "place product", "mockup", "put product on" COMPOSITE: "combine images", "merge images", "blend images", "create composite" Supports text-to-image generation, image editing with references, product placement, style transfer, and multi-image composition using Google Gemini (Nano Banana Pro) or OpenAI DALL-E.
debug-council
michaelboeding
Research-aligned self-consistency for debugging. Spawns independent solver agents that each explore and debug the problem from scratch. Uses majority voting. Based on "Self-Consistency Improves Chain of Thought Reasoning" (Wang et al., 2022). Use for critical bugs, algorithms, or when other approaches have failed.
prd-drafter
galz10
Pickle Rick's PRD Engine. Use when you need to define the requirements, scope, and goals for a new feature or project before coding to avoid "Jerry-work."
skill-creator
krishagel
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.
psd-instructional-vision
krishagel
Peninsula School District's instructional framework and pedagogical beliefs. Use when creating graphics about PSD instruction, designing AI assistants for educators, writing about good teaching practices, or sharing PSD's educational philosophy with external systems.
pdf-to-markdown
krishagel
Convert PDF to clean Markdown with image content described as text. Use when user wants to convert a PDF to markdown, extract content from PDF, or prepare PDF content for AI tools.
multi-model-research
krishagel
Orchestrate multiple frontier LLMs (Claude, GPT-5.1, Gemini 3.0 Pro, Perplexity Sonar, Grok 4.1) for comprehensive research using LLM Council pattern with peer review and synthesis
csctf
Dicklesworthstone
"Chat Shared Conversation To File - Convert ChatGPT, Gemini, Grok, and Claude share links to clean Markdown + HTML transcripts. Preserves code fences with language detection, deterministic filenames, GitHub Pages publishing. Bun-native CLI."
claude-chrome
Dicklesworthstone
"Claude in Chrome - browser automation via the official Anthropic extension. Control your logged-in Chrome browser, automate workflows, fill forms, extract data, and run scheduled tasks."
ui-ux-polish
Dicklesworthstone
"Iterative UI/UX polishing workflow for web applications. The exact prompt and methodology for achieving Stripe-level visual polish through multiple passes."
de-slopify
Dicklesworthstone
"Remove telltale signs of AI-generated 'slop' writing from README files and documentation. Make your docs sound authentically human."
planning-workflow
Dicklesworthstone
"Jeffrey Emanuel's comprehensive markdown planning methodology for software projects. The 85%+ time-on-planning approach that makes agentic coding work at scale. Includes exact prompts used."
flywheel-discord
Dicklesworthstone
"Security rules and behavioral guidelines for operating as Clawdstein in The Agent Flywheel Hub Discord server. This is a PUBLIC community server—apply strict data isolation."
agent-swarm-workflow
Dicklesworthstone
"Jeffrey Emanuel's multi-agent implementation workflow using NTM, Agent Mail, Beads, and BV. The execution phase that follows planning and bead creation. Includes exact prompts used."