Topic: ai-agents-framework
49 skills in this topic.
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pdf
Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting/decrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.
UnicomAI/wanwu 3,367
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doc-coauthoring
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.
UnicomAI/wanwu 3,367
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claude-api
Build apps with the Claude API or Anthropic SDK. TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`/`claude_agent_sdk`, or user asks to use Claude API, Anthropic SDKs, or Agent SDK. DO NOT TRIGGER when: code imports `openai`/other AI SDK, general programming, or ML/data-science tasks.
UnicomAI/wanwu 3,367
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canvas-design
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.
UnicomAI/wanwu 3,367
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brand-guidelines
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.
UnicomAI/wanwu 3,367
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algorithmic-art
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
UnicomAI/wanwu 3,367
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agent-stream-nesting-logic
万悟平台 SSE 子会话递归嵌套与三明治序列渲染架构指南。涵盖 parentId 领养、order 绝对排序、动静 Chunk 分层及 Vue 2 响应式引用协议。
UnicomAI/wanwu 3,367
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my-skill
Short description of what this skill does and when to use it.
PaperDebugger/paperdebugger 1,436
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code-task-generator
Generates structured .code-task.md files from descriptions or PDD implementation plans. Auto-detects input type, creates properly formatted tasks with Given-When-Then acceptance criteria.
mikeyobrien/ralph-orchestrator 2,448
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code-assist
Guides implementation of code tasks using test-driven development in an Explore, Plan, Code, Commit workflow. Acts as a Technical Implementation Partner and TDD Coach — following existing patterns, avoiding over-engineering, and producing idiomatic, modern code.
mikeyobrien/ralph-orchestrator 2,448
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evaluate-presets
Use when testing Ralph's hat collection presets, validating preset configurations, or auditing the preset library for bugs and UX issues.
mikeyobrien/ralph-orchestrator 2,448
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find-code-tasks
Lists all code tasks in the repository with their status, dates, and metadata. Useful for getting an overview of pending work or finding specific tasks.
mikeyobrien/ralph-orchestrator 2,448
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pdd
Transforms a rough idea into a detailed design document with implementation plan. Follows Prompt-Driven Development — iterative requirements clarification, research, design, and planning.
mikeyobrien/ralph-orchestrator 2,448
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playwriter
Browser automation via Playwriter (remorses) using persistent Chrome sessions and the full Playwright Page API.
mikeyobrien/ralph-orchestrator 2,448
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pr-demo
Use when creating animated demos (GIFs) for pull requests or documentation. Covers terminal recording with asciinema and conversion to GIF/SVG for GitHub embedding.
mikeyobrien/ralph-orchestrator 2,448
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ralph-tools
mikeyobrien/ralph-orchestrator 2,448
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release-bump
Use when bumping ralph-orchestrator version for a new release, after fixes are committed and ready to publish
mikeyobrien/ralph-orchestrator 2,448
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review-pr
Use when asked to review a PR, run a code review loop, or invoke the ralph reviewer against a pull request number or GitHub URL
mikeyobrien/ralph-orchestrator 2,448
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test-driven-development
Unified TDD skill with three input modes — from spec, from task, or from description. Enforces test-first development using repository patterns, with proptest guidance and backpressure integration.
mikeyobrien/ralph-orchestrator 2,448
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tmux-terminal
Interactive terminal control via tmux for TUI apps, prompts, and long-running CLI workflows.
mikeyobrien/ralph-orchestrator 2,448
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tui-debug-in-pane
Use when you need to reproduce or debug TUI rendering issues (garbled output, broken streaming, layout corruption) by running ralph in a tmux split pane and capturing live output.
mikeyobrien/ralph-orchestrator 2,448
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tui-validate
Validates Terminal User Interface (TUI) output using freeze for screenshot capture and LLM-as-judge for semantic validation. Supports both visual (PNG/SVG) and text-based validation modes.
mikeyobrien/ralph-orchestrator 2,448
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complex-test-skill
A directory-style test skill for smoke testing
mikeyobrien/ralph-orchestrator 2,448
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ralph-hats
Create, inspect, validate, explain, and improve Ralph hat collections. Use this skill whenever the user asks to make or refine a `.ralph/hats/*.yml` workflow, debug hat routing, explain event topology, or tune a multi-hat Ralph run.
mikeyobrien/ralph-orchestrator 2,448