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claude-opus-4-5-migration
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...
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content media llm ai AI Skills
Discover content media llm ai skills, compare source repositories and read the instructions for each workflow.
Categories: content media llm ai
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strategic-compact
Smart compaction suggestions at logical session intervals. ACTIVATE when: context getting full, transitioning between phases, user mentions "running out of context", "conversation too long". 50 tool calls re...
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ghostwriter
Master the art of converting source material into authentic, human-written content. Transform transcripts, notes, and research into polished prose that avoids AI tells while maintaining distinctive voice. Incor...
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chroma
Provides expertise on Chroma vector database integration for semantic search applications. Use when the user asks about vector search, embeddings, Chroma, semantic search, RAG systems, nearest neighbor search,...
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quality-loop
Iterative drafting system with 5-judge quality gates. This skill should be used for any writing project requiring multiple drafts and systematic quality control - profiles, deep dives, guides, articles. Include...
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image-prompt-generator
Generate AI images using Nano Banana Pro (Gemini). Use this skill when the user needs images - thumbnails, social posts, blog headers, or creative visuals. Follows an iterative workflow - brainstorm concepts, s...
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linkedin-content
Transform source content (podcast clips, blog posts, newsletters) into LinkedIn posts using framework-fitting method. Matches concepts to proven format categories, then adapts templates based on animating princ...
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chroma
Provides expertise on Chroma vector database integration for semantic search applications. Use when the user asks about vector search, embeddings, Chroma, semantic search, RAG systems, nearest neighbor search,...
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narrative-snippets
Extract compelling story structures from source material (transcripts, interviews, raw notes) using universal narrative arcs. Use this skill when transforming podcast transcripts into blog posts, creating cold...
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ai-tells
Patterns that make writing sound AI-generated. Invoke this skill for ANY writing task - newsletters, social media, blog posts, emails. Apply these constraints automatically.
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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 to...
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fabric
Fabric patterns content processing. Use when user mentions summarize, extract, analyze, pattern, fabric, wisdom, key points.
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google-adk-python
Build AI agents with Google's Agent Development Kit (ADK) Python. Use when building AI agents with tool integration, multi-agent systems, workflow agents (sequential, parallel, loop), or deploying to Vertex AI.
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qc-specialist
Assist QC Specialists with quality gates, compliance verification, audit trail generation, and quality metrics tracking. Use when running quality gates, verifying compliance standards, creating review checklist...
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team-sync
Generate meeting agendas and facilitate team coordination. Use when preparing standups, sprint reviews, or team meetings. Triggers on keywords like "standup", "team sync", "meeting agenda", "daily", "sprint rev...
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feature-investigation
Use when the user asks to investigate, explore, understand, explain, or analyze how an existing feature or logic works. Triggers on keywords like "how does", "explain", "what is the logic", "investigate", "unde...
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entity-descriptions
Style conventions for writing entity DescriptionShort templates in mansion.rec. Use when adding or editing entities in data/worlds/mansion.rec to ensure consistent prose flow in /look output. Covers capitalizat...
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hook-integration
Comprehensive guide to integrating skills with Claude Code's 12 hook events. Use when creating hook-aware skills for harnesses like Clausitron, or when needing hook response schemas and patterns.
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agent-sdk-definitions
Programmatic agent definitions for the Claude Agent SDK in TypeScript and Python. Use when creating agents for SDK-based applications rather than filesystem-based Claude Code.
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huggingface-js
Runs ML models in the browser and Node.js with Transformers.js and Hugging Face Inference API. Use when adding local inference, embeddings, or calling hosted models without GPU servers.
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writing-descriptions
Examples and patterns for writing effective agent and skill descriptions. Use when crafting descriptions that serve as routing keys for Claude's invocation decisions.
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sanity
Manages structured content with Sanity headless CMS using GROQ queries and real-time collaboration. Use when building content-driven sites with customizable schemas, live previews, and flexible data modeling.
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agent-monitoring
Monitors background agents efficiently using local file reads instead of TaskOutput API calls. Use when running parallel background agents, checking agent progress, detecting completion status, or minimizing to...
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replicate
Runs open-source ML models via Replicate API for image generation, LLMs, and audio. Use when calling Stable Diffusion, Llama, Whisper, or other models without infrastructure management.
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