Prompts

ralph-lisa-loop

by basecamp

Automated plan-implement loop with expert review. Claude implements, Codex reviews, the human steers. A single rope-length knob (0-5) controls interruption frequency. Closure requires zero open findings and zero unresolved disputes at any rope level. Use for any planning, development, or implementation task that benefits from structured review. The default workflow for building anything non-trivial.

Agentspan — Build Durable AI Agents

by agentspan-ai

Claude Code tools are strings — ["Read", "Edit", "Bash"], not @tool functions

skill-creator

by boisenoise

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

ai-product

by boisenoise

Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt ...

memory-management

by aaron-he-zhu

'Use when the user asks to "remember project context", "save SEO data", "track campaign progress", "store keyword data", "manage project memory", "remember this for next time", "save my keyword data", or "keep track of this campaign". Manages a two-layer memory system (hot cache + cold storage) for SEO/GEO project context, tracking keywords, competitors, metrics, and campaign status with intelligent promotion/demotion.'

unify-worktree-memory

by basecamp

Consolidate Claude Code memory across git worktrees so all branches of the same repo share a single memory directory. Use when memory is isolated per worktree, when switching branches loses context, or when setting up a new machine with worktree-based workflows.

skill-creator

by mono

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, update or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

super-save

by supermemoryai

Save important project knowledge to memory. Use when user wants to preserve architectural decisions, significant bug fixes, design patterns, or important implementation details for team reference.

claude-docs-consultant

by centminmod

Consult official Claude Code documentation from docs.claude.com using selective fetching. Use this skill when working on Claude Code hooks, skills, subagents, MCP servers, or any Claude Code feature that requires referencing official documentation for accurate implementation. Fetches only the specific documentation needed rather than loading all docs upfront.

zimage-skill

by aAAaqwq

Generate images using ModelScope Z-Image-Turbo API. Use when user asks to generate, create, or make images, pictures, or illustrations.

consult-codex

by centminmod

Compare OpenAI Codex GPT-5.3 and code-searcher responses for comprehensive dual-AI code analysis. Use when you need multiple AI perspectives on code questions.

Agent Tool Builder

by omer-metin

langchain-agents

by LangConfig

"Expert guidance for building LangChain agents with proper tool binding, memory, and configuration. Use when creating agents, configuring models, or setting up tool integrations in LangConfig."

prompt-improver

by severity1

This skill enriches vague prompts with targeted research and clarification before execution. Should be used when a prompt is determined to be vague and requires systematic research, question generation, and execution guidance.

book-research-assistant

by robertguss

Plan, orchestrate, and validate deep research for nonfiction books. Use when an author has completed book architecture and needs to fill research gaps before outlining chapters. Triggers include requests to plan research, generate research prompts, validate research quality, or prepare for drafting. This skill does everything around deep research—planning, prompting, validating, synthesizing—but the actual research execution happens externally via Claude and Gemini deep research. Requires upstream documents from book-architect (Research Gaps Document, Master Architecture Document, Section Blueprints) and book-ideation (Book Concept Document).

chapter-architect

by robertguss

Plan and architect a single chapter at beat-level granularity. Use when you have a chapter from the Architecture Document and need to create a detailed outline before drafting. Produces a Chapter Outline Document for use by draft-coach or ghostwriter.

debug

by qwibitai

Debug container agent issues. Use when things aren't working, container fails, authentication problems, or to understand how the container system works. Covers logs, environment variables, mounts, and common issues.

customize

by qwibitai

Add new capabilities or modify NanoClaw behavior. Use when user wants to add channels (Telegram, Slack, email input), change triggers, add integrations, modify the router, or make any other customizations. This is an interactive skill that asks questions to understand what the user wants.

teams-anthropic-integration

by youdotcom-oss

Add Anthropic Claude models (Opus, Sonnet, Haiku) to Microsoft Teams.ai applications using @youdotcom-oss/teams-anthropic. Optionally integrate You.com MCP server for web search and content extraction. - MANDATORY TRIGGERS: teams-anthropic, @youdotcom-oss/teams-anthropic, Microsoft Teams.ai, Teams AI, Anthropic Claude, Teams MCP, Teams bot - Use when: building Microsoft Teams bots with Claude, integrating Anthropic with Teams.ai, adding MCP tools to Teams applications

ai-article

by itwanger

自动搜集AI领域热点或根据指定选题，按照二哥的写作风格完成AI技术类文章撰写。专注于AI Coding工具实测（Claude Code、Qoder、Cursor、TRAE等）、大模型工程化落地（SpringAI、LangChain、RAG等）、AI Agent和工作流编排、国产大模型评测（GLM、通义千问、DeepSeek、MiniMax、Kimi等）、各种AI工具、Agent工具的评测。触发关键词：写一篇AI文章、AI技术文章、大模型测评、AI工具实测、GLM、Claude Code、Qoder、Cursor、TRAE、SpringAI、RAG、Agent、工作流、国产大模型、搜集AI热点、AI选题等。

Ai Wrapper Product

by omer-metin

Ai Product

by omer-metin

create-agent-with-sanity-context

by sanity-io

Build AI agents with structured access to Sanity content via Agent Context. Use when setting up a Sanity-powered chatbot, connecting an AI assistant to Sanity content, or adding client-side tools to an agent. Covers Studio setup, agent implementation, and advanced patterns.

shape-your-agent

by sanity-io

Interactive session to craft a system prompt for an AI agent powered by Sanity Agent Context MCP.