Prompts
Prompt engineering and templates
wewrite
by wengzige
微信公众号内容全流程助手：热点抓取 → 选题 → 框架 → 写作 → SEO/去AI痕迹 → 视觉AI → 排版推送草稿箱。 触发关键词：公众号、推文、微信文章、微信推文、草稿箱、微信排版、选题、热搜、 热点抓取、封面图、配图、写公众号、写一篇、主题画廊、排版主题、容器语法。 也覆盖：markdown 转微信格式、学习用户改稿风格、文章数据复盘、风格设置、 主题预览/切换、:::dialogue/:::timeline/:::callout 容器语法。 不应被通用的"写文章"、blog、邮件、PPT、抖音/短视频、网站 SEO 触发—— 需要有公众号/微信等明确上下文。
wewrite
by wengzige
微信公众号内容全流程助手：热点抓取 → 选题 → 框架 → 写作 → SEO/去AI痕迹 → 视觉AI → 排版推送草稿箱。 触发关键词：公众号、推文、微信文章、微信推文、草稿箱、微信排版、选题、热搜、 热点抓取、封面图、配图、写公众号、写一篇、主题画廊、排版主题、容器语法。 也覆盖：markdown 转微信格式、学习用户改稿风格、文章数据复盘、风格设置、 主题预览/切换、:::dialogue/:::timeline/:::callout 容器语法。 不应被通用的"写文章"、blog、邮件、PPT、抖音/短视频、网站 SEO 触发—— 需要有公众号/微信等明确上下文。
instructor
by NousResearch
Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse complex JSON with type safety, and stream partial results with Instructor - battle-tested structured output library
muapi-ai-fight-scene
by SamurAIGPT
Generate a high-cut-density action / fight scene by first composing a 16-cell storyboard image, then driving Seedance 2.0 image-to-video off that storyboard. Stacks GPT-Image-2 (character sheet + storyboard), Nano-Banana-2 (environment concept), and Seedance 2.0 i2v.
viral-video-replicator
by dingtom336-gif
"视频逆向复刻 — 分析参考视频(FFmpeg帧提取+Vision LLM) + 生成复刻Seedance 2.0 Prompt + 4种素材替换模式。支持单个和批量。Use when: '复刻这个视频', '分析爆款视频', 'replicate this video', '视频逆向', '反编译视频', '批量分析视频'. Do NOT use for creating from scratch — use fashion-video-creator instead."
Math-To-Manim
by HarleyCoops
This skill should be used when the user asks to "create a math animation", "animate a mathematical concept", "generate Manim code", "visualize [topic] with animation", "explain [concept] visually", "create an educational video", "build a Manim scene", or mentions "reverse knowledge tree", "prerequisite discovery", or "verbose prompt generation". Provides a complete six-agent workflow for transforming any concept into professional Manim animations through recursive prerequisite discovery.
lcm-dogfood
by lossless-claude
Exercise a live lcm install (installed plugin, real summarizer, the user's own data) and report a scorecard. Usage: /lcm-dogfood [health capture import compact sensitive mcp integrity]
claude-code-plugins
by melodic-software
"Dispatch deep external research to the heaviest isolated execution tier available — a workflow engine, an isolated subagent, or inline as last resort — keeping the main conversation clean while the full research discipline runs. Itself runs in main context, the only place both the Workflow tool (absent from every non-fork subagent) and a dependable Agent spawn are guaranteed. Use when: 'deep research', 'research these N topics', 'broad multi-source research', 'compare these tools thoroughly', 'migration research', 'exhaustive research on X'; for a single small lookup use the research skill directly, which already dispatches its own subagent."
template-selector
by jamditis
Choose the correct CLAUDE.md or LESSONS.md template for journalism projects. Use when starting a new project, setting up documentation, or unsure which template category fits best. Provides decision trees and selection guidance for 6 journalism-focused template types.
Document design
by jamditis
This skill should be used when the user asks to "create a proposal", "design a report", "make a one-pager", "build a PDF", "create a newsletter", "design slides", "make event materials", "design a flyer", or needs help with print-ready HTML documents. Provides brand configuration, CSS patterns for print layout, and document design best practices.
claude-agent-sdk-ruby
by ya-luotao
Use when writing or refactoring Ruby code that integrates Claude Code via the claude-agent-sdk gem (ClaudeAgentSDK.query, ClaudeAgentSDK::Client, streaming input, ClaudeAgentOptions configuration including global defaults via ClaudeAgentSDK.configure, tools/permissions, MCP servers, hooks, structured output, budgets, sandboxing, betas/tools presets, control-timeout handling, session resumption/rewind, and Rails patterns like jobs or ActionCable).
project-memory
by jamditis
Generate CLAUDE.md project memory files that transfer institutional knowledge, not obvious information. Use when setting up new journalism projects, onboarding collaborators, or documenting project-specific quirks. Includes templates for editorial tools, event websites, publications, research projects, content pipelines, and digital archives.
phoenix-evals
by Arize-ai
Build and run evaluators for AI/LLM applications using Phoenix.
setperms
by 0xDarkMatter
"Set tool permissions for Claude Code. Configures allowed commands, rules, and preferences in .claude/ directory. Triggers on: setperms, init tools, configure permissions, setup project, set permissions, init claude."
claude-code-hooks
by 0xDarkMatter
"Claude Code hook system for pre/post tool execution. Triggers on: hooks, PreToolUse, PostToolUse, hook script, tool validation, audit logging."
skill-creator
by 0xDarkMatter
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.
claude-code-debug
by 0xDarkMatter
"Troubleshoot Claude Code extensions and behavior. Triggers on: debug, troubleshoot, not working, skill not loading, hook not running, agent not found."
text-optimizer
by kochetkov-ma
"Optimizes text, prompts, and documentation for LLM token efficiency. Applies 41 research-backed rules across 6 categories: Claude behavior, token efficiency, structure, reference integrity, perception, and LLM comprehension. Use when optimizing prompts, reducing tokens, compressing verbose docs, or improving LLM instruction quality."
brewcode:text-human
by kochetkov-ma
Removes AI artifacts, cleans comments, simplifies documentation in code. Use when - humanizing code, removing AI comments, cleaning docs, fixing unicode, making code human-readable. Trigger keywords - humanize, human, ai artifacts, ai comments, clean comments, simplify docs, unicode fix, remove generated, make readable.
brewcode:mcp-config
by kochetkov-ma
Manages MCP server configurations across global, project, and plugin scopes. Shows status, enables/disables servers per-project, detects duplicates in CLAUDE.md.
brewcode:skills
by kochetkov-ma
Skill management - list, improve, create skills with activation optimization.
brewcode:text-optimize
by kochetkov-ma
Optimizes text and docs for LLM token efficiency. Use when - optimizing prompts, reducing tokens, compressing text, condensing verbose content. Trigger keywords - optimize, reduce tokens, compress, condense, slim, tighten, too verbose, shrink.
brewcode:teardown
by kochetkov-ma
Removes brewcode project files (templates, configs, logs).
cortex
by jeremylongshore
ML/AI engineer — LLM integrations, prompt engineering, model pipelines, evals, RAG.